5-explain_airline_delay_xgboost_model.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "mighty-subsection",
   "metadata": {},
   "source": [
    "# Model Explanation with Shapley Values:\n",
    "Shapley values can be computed within DMLC XGBOOST (https://medium.com/rapids-ai/gpu-accelerated-shap-values-with-xgboost-1-3-and-rapids-587fad6822). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "significant-tackle",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1002\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  const 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",
       "  const JS_MIME_TYPE = 'application/javascript';\n",
       "  const HTML_MIME_TYPE = 'text/html';\n",
       "  const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  const CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    const 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",
       "    const cell = handle.cell;\n",
       "\n",
       "    const id = cell.output_area._bokeh_element_id;\n",
       "    const 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",
       "      const cmd_clean = \"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_clean, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            const 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",
       "      const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd_destroy);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    const output_area = handle.output_area;\n",
       "    const output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    const 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",
       "      const bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      const script_attrs = bk_div.children[0].attributes;\n",
       "      for (let i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "        toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\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",
       "      const 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",
       "      const 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",
       "    const events = require('base/js/events');\n",
       "    const 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",
       "  const 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",
       "    const el = document.getElementById(\"1002\");\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(url) {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (let i = 0; i < css_urls.length; i++) {\n",
       "      const url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\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 (let i = 0; i < js_urls.length; i++) {\n",
       "      const url = js_urls[i];\n",
       "      const element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\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",
       "  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.0.min.js\"];\n",
       "  const css_urls = [];\n",
       "  \n",
       "\n",
       "  const inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "    \n",
       "    \n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if (root.Bokeh !== undefined || force === true) {\n",
       "      \n",
       "    for (let i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i].call(root, root.Bokeh);\n",
       "    }\n",
       "    if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(css_urls, js_urls, function() {\n",
       "      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const 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  \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  const 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    const el = document.getElementById(\"1002\");\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(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\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 (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\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  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.0.min.js\"];\n  const css_urls = [];\n  \n\n  const inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    function(Bokeh) {\n    \n    \n    }\n  ];\n\n  function run_inline_js() {\n    \n    if (root.Bokeh !== undefined || force === true) {\n      \n    for (let i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\n    if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Port 8787 is already in use.\n",
      "Perhaps you already have a cluster running?\n",
      "Hosting the HTTP server on port 35981 instead\n",
      "distributed.preloading - INFO - Import preload module: dask_cuda.initialize\n",
      "distributed.preloading - INFO - Import preload module: dask_cuda.initialize\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\"> </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px;\">Client</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Client-bddf24b6-807a-11ec-a170-a87eeae84103</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "\n",
       "        <tr>\n",
       "        \n",
       "            <td style=\"text-align: left;\"><strong>Connection method:</strong> Cluster object</td>\n",
       "            <td style=\"text-align: left;\"><strong>Cluster type:</strong> dask_cuda.LocalCUDACluster</td>\n",
       "        \n",
       "        </tr>\n",
       "\n",
       "        \n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:35981/status\" target=\"_blank\">http://127.0.0.1:35981/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\"></td>\n",
       "            </tr>\n",
       "        \n",
       "\n",
       "        </table>\n",
       "\n",
       "        \n",
       "            <details>\n",
       "            <summary style=\"margin-bottom: 20px;\"><h3 style=\"display: inline;\">Cluster Info</h3></summary>\n",
       "            <div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-mod-trusted jp-OutputArea-output\">\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\">\n",
       "    </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px; margin-top: 0px;\">LocalCUDACluster</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">319e4c17</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard:</strong> <a href=\"http://127.0.0.1:35981/status\" target=\"_blank\">http://127.0.0.1:35981/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Workers:</strong> 2\n",
       "                </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total threads:</strong> 32\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total memory:</strong> 238.42 GiB\n",
       "                </td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "    <td style=\"text-align: left;\"><strong>Status:</strong> running</td>\n",
       "    <td style=\"text-align: left;\"><strong>Using processes:</strong> True</td>\n",
       "</tr>\n",
       "\n",
       "            \n",
       "        </table>\n",
       "\n",
       "        <details>\n",
       "            <summary style=\"margin-bottom: 20px;\">\n",
       "                <h3 style=\"display: inline;\">Scheduler Info</h3>\n",
       "            </summary>\n",
       "\n",
       "            <div style=\"\">\n",
       "    <div>\n",
       "        <div style=\"width: 24px; height: 24px; background-color: #FFF7E5; border: 3px solid #FF6132; border-radius: 5px; position: absolute;\"> </div>\n",
       "        <div style=\"margin-left: 48px;\">\n",
       "            <h3 style=\"margin-bottom: 0px;\">Scheduler</h3>\n",
       "            <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Scheduler-4c310789-877a-47b3-ac4f-86f95fc14b68</p>\n",
       "            <table style=\"width: 100%; text-align: left;\">\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Comm:</strong> tcp://127.0.0.1:46177\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Workers:</strong> 2\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Dashboard:</strong> <a href=\"http://127.0.0.1:35981/status\" target=\"_blank\">http://127.0.0.1:35981/status</a>\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total threads:</strong> 32\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Started:</strong> Just now\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total memory:</strong> 238.42 GiB\n",
       "                    </td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "\n",
       "    <details style=\"margin-left: 48px;\">\n",
       "        <summary style=\"margin-bottom: 20px;\">\n",
       "            <h3 style=\"display: inline;\">Workers</h3>\n",
       "        </summary>\n",
       "\n",
       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
       "            <details>\n",
       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 0</h4>\n",
       "                </summary>\n",
       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:40289\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 16\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:37461/status\" target=\"_blank\">http://127.0.0.1:37461/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 119.21 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:46683\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\"></td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /home/btong/github/flight-delay-causes/dask-worker-space/worker-ikgfmkuf\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>GPU: </strong>Quadro RTX 8000\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>GPU memory: </strong> 48.00 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
       "                </table>\n",
       "            </details>\n",
       "            </div>\n",
       "        </div>\n",
       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
       "            <details>\n",
       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 1</h4>\n",
       "                </summary>\n",
       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:45031\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 16\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:33275/status\" target=\"_blank\">http://127.0.0.1:33275/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 119.21 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:36575\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\"></td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /home/btong/github/flight-delay-causes/dask-worker-space/worker-6314lcg8\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>GPU: </strong>Quadro RTX 8000\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>GPU memory: </strong> 48.00 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
       "                </table>\n",
       "            </details>\n",
       "            </div>\n",
       "        </div>\n",
       "        \n",
       "\n",
       "    </details>\n",
       "</div>\n",
       "\n",
       "        </details>\n",
       "    </div>\n",
       "</div>\n",
       "            </details>\n",
       "        \n",
       "\n",
       "    </div>\n",
       "</div>"
      ],
      "text/plain": [
       "<Client: 'tcp://127.0.0.1:46177' processes=2 threads=32, memory=238.42 GiB>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import re\n",
    "import json\n",
    "import pyarrow as pa\n",
    "import pyarrow.parquet as pq\n",
    "import pandas as pd\n",
    "from pandas.api.types import CategoricalDtype\n",
    "import numpy as np\n",
    "from time import time\n",
    "from functools import reduce\n",
    "\n",
    "# import matplotlib.pyplot as plt\n",
    "import bokeh as bk\n",
    "from bokeh.io import show, output_notebook\n",
    "from bokeh.plotting import figure\n",
    "output_notebook()\n",
    "\n",
    "import dask\n",
    "import dask.dataframe as dd\n",
    "import dask.bag as db\n",
    "from dask.distributed import Client, progress\n",
    "from datetime import datetime\n",
    "\n",
    "import shap\n",
    "import sklearn\n",
    "import xgboost as xgb\n",
    "\n",
    "\n",
    "# Select 'orig_int_code' based on original classes, or 'combo_int_code' for consolidated classes.\n",
    "# Must match with what was used in \"3-etl_test_train_split_tgt_enc.ipynb\" to generate data.\n",
    "int_code_col = 'combo_int_code'\n",
    "\n",
    "max_depth = 15\n",
    "run_type = 'gpu' # Select 'cpu' or 'gpu'\n",
    "compute_strategy = 'node' # Select 'node' or 'cluster'. Data larger than single GPU requires 'cluster' compute_strategy.\n",
    "\n",
    "study_arpt = 'NAS'\n",
    "\n",
    "if study_arpt == 'NAS':\n",
    "    # NAS processing excludes weather. Has additional cols for arrival/departure airports.\n",
    "    pred_model = 'multi_class'\n",
    "    label_col = 'DELAY_CAUSES_ENC'\n",
    "    delay_causes_cols = ['LATE_AIRCRAFT_DELAY', 'CARRIER_DELAY', 'NAS_DELAY', 'OTHER_DELAY']\n",
    "    excluded_features = [label_col, 'cv_idx', 'class_weight', 'UID', 'ARR_DEL15', 'DEP_DEL15']\n",
    "    target_encode_cols = ['OP_UNIQUE_CARRIER', 'ORIGIN', 'DEST', 'OD_PAIR', 'HOLIDAY_NAME', 'TAIL_NUM', \n",
    "                          'ORIGIN_HourlyPresentWeatherTypeCombo', 'DEST_HourlyPresentWeatherTypeCombo']\n",
    "else:\n",
    "    pred_model = 'binary_class'\n",
    "    label_col = 'ARR_DEL15'\n",
    "    excluded_features = [label_col, 'cv_idx', 'UID', 'DEL_ARR_PER_QTHR', 'DEL_DEP_PER_QTHR', 'DEP_DEL15']\n",
    "    target_encode_cols = ['OP_UNIQUE_CARRIER', 'ORIGIN', 'HOLIDAY_NAME', 'HourlyPresentWeatherTypeCombo']\n",
    "\n",
    "enc_output_dir = './data/encoded/split/'+study_arpt+'/test' # Can compute Shapley values off of test data.\n",
    "# model_file = 'xgb_'+run_type+'_airline_delay_'+study_arpt\n",
    "model_file = 'xgb_'+run_type+'_airline_delay_'+study_arpt+'_max_depth_'+str(max_depth) # Only CPU model ran successfully. Need more than 16GB VRAM or gpu cluster to complete.\n",
    "\n",
    "# client = Client('tcp://192.168.1.232:8786')\n",
    "\n",
    "if run_type == 'gpu':\n",
    "    from dask_cuda import LocalCUDACluster\n",
    "    \n",
    "    cluster = LocalCUDACluster(threads_per_worker=16, memory_limit='128GB')\n",
    "    client = Client(cluster)\n",
    "#     client = Client(n_workers=1, threads_per_worker=32)\n",
    "elif run_type == 'cpu':\n",
    "#     client = Client(n_workers=1, threads_per_worker=32)\n",
    "    client = Client(n_workers=2, threads_per_worker=16, memory_limit='128GB')\n",
    "    \n",
    "client"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d04e8a5a-5ec3-485a-aa72-309647d1d497",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of records in input data: 21822\n",
      "Shape of shap_values: (21822, 5, 141)\n",
      "Number of features: 140\n",
      "xgboost shap_values computation time: 6.06s\n"
     ]
    }
   ],
   "source": [
    "if compute_strategy == 'node':\n",
    "    if run_type == 'gpu':\n",
    "        import cudf as hw\n",
    "    else:\n",
    "        import pandas as hw\n",
    "elif compute_strategy == 'cluster':\n",
    "    if run_type == 'gpu':\n",
    "        import dask_cudf as hw\n",
    "    else:\n",
    "        import dask.dataframe as hw\n",
    "    \n",
    "# Run predictions:\n",
    "method = 'xgb_' + run_type\n",
    "data_path = enc_output_dir\n",
    "model = xgb.Booster(model_file=model_file+'.model')\n",
    "model.set_param('predictor', run_type+'_predictor')\n",
    "# model = client.scatter(model, broadcast=True) # Pre scattering model can improve performance\n",
    "\n",
    "tic = time()\n",
    "if (method == 'xgb_gpu') | (method == 'xgb_cpu'):\n",
    "    method_type = method.split('_')[1]\n",
    "    \n",
    "    # ddf_enc = hw.read_parquet(data_path) # Load all data\n",
    "    ddf_enc = hw.read_parquet(data_path).sample(frac=0.1, random_state=0) # Random resampling\n",
    "#     ddf_enc = hw.read_parquet(data_path).iloc[:int(7E4)]\n",
    "    print('Number of records in input data:', len(ddf_enc))\n",
    "    \n",
    "    # Format data for xgboost training:\n",
    "    feature_cols = [cc for cc in ddf_enc.columns if cc not in excluded_features]\n",
    "#     print(feature_cols)\n",
    "    \n",
    "    # Update bool cols:\n",
    "    bool_cols = list(ddf_enc.select_dtypes(bool).columns)\n",
    "    ddf_enc[bool_cols] = ddf_enc[bool_cols].astype('int8')\n",
    "    \n",
    "    X = ddf_enc[feature_cols].astype('float32')\n",
    "    y = ddf_enc[label_col].astype('float32')\n",
    "\n",
    "    if compute_strategy == 'node':\n",
    "        shap_values = model.predict(xgb.DMatrix(X, y), pred_contribs=True)\n",
    "    elif compute_strategy == 'cluster':\n",
    "        shap_values = xgb.dask.predict(client, model, xgb.dask.DaskDMatrix(client, X, y), pred_contribs=True)\n",
    "\n",
    "        # IMPORTANT: X.values required to get consistent CPU scoring. Issue with column ordering in dask.dataframe?\n",
    "#         shap_values = xgb.dask.predict(client, model, X.values, pred_contribs=True) # Use pred_contribs not available in inplace_predict()\n",
    "        \n",
    "        shap_values = shap_values.compute()\n",
    "        \n",
    "    # Some cols are removed during model encoding and/or feature engineering. \n",
    "    print('Shape of shap_values:', shap_values.shape)\n",
    "    print('Number of features:', len(feature_cols))\n",
    "\n",
    "if pred_model == 'binary_class':\n",
    "    shap_expected_values = shap_values[:,-1]\n",
    "    shap_values = shap_values[:,:-1]\n",
    "elif pred_model == 'multi_class':\n",
    "    shap_expected_values = shap_values[:,:,-1]\n",
    "    shap_values = shap_values[:,:,:-1]\n",
    "\n",
    "\n",
    "# Note that XGB shap computation has an extra column appended. \"The last column in the output shap_values contains the ‘bias’ or the expected output of the model if no features were used.\"\n",
    "# Since we will be using the python shap package to visualize results, it's safe to drop the last column for compatibility.\n",
    "# pred_contribs (bool) – When this is True the output will be a matrix of size (nsample, nfeats + 1) with each record indicating the feature contributions (SHAP values) for that prediction. \n",
    "# The sum of all feature contributions is equal to the raw untransformed margin value of the prediction. Note the final column is the bias term.\n",
    "\n",
    "print('xgboost shap_values computation time:', '{:0.2f}'.format(time() - tic) + 's')\n",
    "\n",
    "\n",
    "# Shapley value for multi-class problem uses a lot of mem. Maybe it's running all classes simultaneously with copies of the data?\n",
    "# Much more expensive to compute for deep tree models. \n",
    "\n",
    "# Use training set and randomly sample 70k (frac=0.01) or 700k (frac=0.1) records:\n",
    "# 70k samples on 1x RTX8000 GPU: 5-depth took 8s, 10-depth took 76s, 15-depth took 195s.\n",
    "# 700k samples on 1x RTX8000 GPU: 5-depth took 23s, 10-depth took 589s, 15-depth took 1647s.\n",
    "# 700k samples on 2x RTX8000 GPU: 5-depth took 15s, 10-depth took 311s, 15-depth took 856s.\n",
    "\n",
    "# 70k samples on 32-core CPU: 5-depth took 15s, 10-depth took 395s, 15-depth took 1100.77s.\n",
    "# 700k samples on 32-core CPU: 5-depth took 91s, 10-depth took 3879s, 15-depth took ---.\n",
    "\n",
    "# TODO: MNMG wrapper for multi-class shapley value cuml.explainer.PermutationExplainer (based on SHAP Kernel Explainer). Use dask.predict() for now.\n",
    "# Need One-vs-One training implementation to reduce memory usage and compute during training and shapley value computation. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bibliographic-complex",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Convert dask.dataframe, cudf, etc. to pandas:\n",
    "if compute_strategy == 'node':\n",
    "    if run_type == 'gpu':\n",
    "        pd_enc = ddf_enc.to_pandas()\n",
    "    else:\n",
    "        pd_enc = ddf_enc\n",
    "elif compute_strategy == 'cluster':\n",
    "    if run_type == 'gpu':\n",
    "        pd_enc = ddf_enc.compute().to_pandas()\n",
    "    else:\n",
    "        pd_enc = ddf_enc.compute()\n",
    "        \n",
    "# Reset index for resampling with iloc later on:\n",
    "pd_enc = pd_enc.reset_index(drop=True)\n",
    "\n",
    "X_cmp = pd_enc[feature_cols]\n",
    "y_cmp = pd_enc[label_col]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1c055616-cefb-4243-ac88-92a80fb85f1f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              precision    recall  f1-score   support\n",
      "\n",
      "        ----       1.00      1.00      1.00     19700\n",
      "       N_DEL       0.97      0.75      0.84       458\n",
      "      LC_DEL       0.83      0.97      0.90      1057\n",
      "     LCN_DEL       0.78      0.82      0.80       490\n",
      "        OOOO       0.50      0.09      0.16       117\n",
      "\n",
      "    accuracy                           0.98     21822\n",
      "   macro avg       0.82      0.73      0.74     21822\n",
      "weighted avg       0.98      0.98      0.98     21822\n",
      "\n"
     ]
    }
   ],
   "source": [
    "from sklearn.metrics import roc_auc_score, accuracy_score, classification_report, confusion_matrix, ConfusionMatrixDisplay\n",
    "\n",
    "# Convert logit from \"raw\" output of shap_values to probabilities:    \n",
    "y_logit = shap_values.sum(axis=2) + shap_expected_values\n",
    "y_odds = np.exp(y_logit)\n",
    "y_proba = y_odds / (1 + y_odds)\n",
    "\n",
    "# Determine most likely class based on individual binary predictions:\n",
    "y_proba_class = np.argmax(y_proba, axis=1)\n",
    "\n",
    "num_classes = int(np.max(y)+1)\n",
    "\n",
    "meta_class_cnts = pd.read_csv('./data/staging_tbl/class_labels.csv')\n",
    "\n",
    "if int_code_col == 'combo_int_code':\n",
    "    class_labels = meta_class_cnts[['combo_int_code', 'combo_class_str']].drop_duplicates().sort_values('combo_int_code')\n",
    "    class_labels = list(class_labels['combo_class_str'].values)\n",
    "elif int_code_col == 'orig_int_code':\n",
    "    # Truncate at last class:\n",
    "    meta_class_cnts = meta_class_cnts[:num_classes]\n",
    "    class_labels = list(meta_class_cnts['CLASS_STR'].values)\n",
    "    class_labels = class_labels[:-1] + ['OOOO']\n",
    "else:\n",
    "    raise ValueError('int_code_col not recognized.')\n",
    "\n",
    "# Use appropriate metrics for evaluating multi-class predictions.\n",
    "print(classification_report(y_cmp, y_proba_class, target_names=class_labels))\n",
    "\n",
    "# F1 score = 2*(precision*recall)/(precision + recall)\n",
    "\n",
    "# Compute confusion matrix:\n",
    "cf_matrix = confusion_matrix(y_cmp, y_proba_class)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77e26269-f58a-4f91-beb2-20f5014652d7",
   "metadata": {},
   "source": [
    "The sample data included are insufficient to draw any conclusions. A more detailed analysis against a larger dataset is provided in the blog post [insert link]. \n",
    "\n",
    "For now, we can focus on explaining predictions for carrier delays [\"-C--\"], which has the highest accuracy score among the minority flight delay causes observed in the full dataset. We can do this because the OVR decomposition treats each sub-class as its own binary classification problem. Based on the confusion matrix, the model seems to have difficultly in distinguishing other minority classes, especially when multiple delay causes are present. By combining several classes together, better prediction accuracy can be achieved. This would require modifying the ETL stages for the flight tables to update delay cause definitions, retraining the models, and then interpreting the results once more."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "93e2f5c1-718f-4672-80b1-58826f2770dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(83.59375, 0.5, 'Actual')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "sns.set(rc={'figure.figsize':(12, 10)})\n",
    "\n",
    "# Applying normalize param in sklearn.metrics.confusion_matrix results in \n",
    "# normalize='pred': precision along main diag. Matrix column sums to 1.  \n",
    "# normalize='true': recall along the main diag. Matrix row sums to 1.\n",
    "cf_matrix = confusion_matrix(y_cmp, y_proba_class, normalize='true')\n",
    "\n",
    "sns.heatmap(cf_matrix, annot=True, fmt='.2%', cmap='YlGnBu',\n",
    "           xticklabels=class_labels, yticklabels=class_labels)\n",
    "\n",
    "plt.xlabel('Predicted', fontsize=12, weight='bold')\n",
    "plt.ylabel('Actual', fontsize=12, weight='bold')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d829e201-11b1-4804-a9ef-83e136cad5bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Consolidate labels into broader categories:\n",
    "wx_attr = ['HourlyDryBulbTemperature', 'HourlyPrecipitation', 'HourlyPressureChange', 'HourlyVisibility',\n",
    "           'HourlyWindDirection_sin', 'HourlyWindDirection_cos', \n",
    "           'HourlyWindGustSpeed', 'HourlyWindSpeed', 'HourlySkyCover_BKN', 'HourlySkyCover_FEW', 'HourlySkyCover_OVC',\n",
    "           'HourlySkyCover_SCT', 'HourlySkyCover_VV', 'HourlyPresentWeatherTypeCombo']\n",
    "wx_attr = [prefix+cc for prefix in ['ORIGIN_', 'DEST_'] for cc in wx_attr]\n",
    "\n",
    "seasons_attr = ['QUARTER', 'MONTH', 'DAY_OF_YEAR', 'DAY_OF_MONTH', 'DAY_OF_WEEK', 'CRS_DEP_TIME_HR', \n",
    "                'CRS_DEP_TIME_QTHR', 'CRS_ARR_TIME_HR', 'CRS_ARR_TIME_QTHR']\n",
    "seasons_attr = [cc+suffix for suffix in ['_sin', '_cos'] for cc in seasons_attr] + ['YEAR', 'HOLIDAY_NAME', 'IS_HOLIDAY', 'IS_WEEKEND']\n",
    "\n",
    "combine_labels = {\n",
    "    'ARPT_ATTR': [cc for cc in feature_cols if cc.find('ARPT')!=-1],\n",
    "    'SEASON_ATTR': seasons_attr,\n",
    "    'DEMAND_ATTR': ['ORIGIN_ARR_PER_QTHR', 'ORIGIN_CRS_ARR_PER_QTHR', 'ORIGIN_DEL_ARR_PER_QTHR', 'ORIGIN_ARR_DIFF0_PER_QTHR', \n",
    "                    'ORIGIN_ARR_PER_QTHR_LAG30', 'ORIGIN_CRS_ARR_PER_QTHR_LAG30', 'ORIGIN_DEL_ARR_PER_QTHR_LAG30', \n",
    "                    'ORIGIN_ARR_DIFF0_PER_QTHR_LAG30', 'ORIGIN_ARR_PER_QTHR_LAG15', 'ORIGIN_CRS_ARR_PER_QTHR_LAG15', \n",
    "                    'ORIGIN_DEL_ARR_PER_QTHR_LAG15', 'ORIGIN_ARR_DIFF0_PER_QTHR_LAG15', 'ORIGIN_CRS_ARR_PER_QTHR_LEAD15', \n",
    "                    'ORIGIN_CRS_ARR_PER_QTHR_LEAD30', 'ORIGIN_ARR_DIFF1_PER_QTHR', 'ORIGIN_ARR_DIFF2_PER_QTHR', 'ORIGIN_DEP_PER_QTHR', \n",
    "                    'ORIGIN_CRS_DEP_PER_QTHR', 'ORIGIN_DEL_DEP_PER_QTHR', 'ORIGIN_DEP_DIFF0_PER_QTHR', 'ORIGIN_DEP_PER_QTHR_LAG30', \n",
    "                    'ORIGIN_CRS_DEP_PER_QTHR_LAG30', 'ORIGIN_DEL_DEP_PER_QTHR_LAG30', 'ORIGIN_DEP_DIFF0_PER_QTHR_LAG30', \n",
    "                    'ORIGIN_DEP_PER_QTHR_LAG15', 'ORIGIN_CRS_DEP_PER_QTHR_LAG15', 'ORIGIN_DEL_DEP_PER_QTHR_LAG15', \n",
    "                    'ORIGIN_DEP_DIFF0_PER_QTHR_LAG15', 'ORIGIN_CRS_DEP_PER_QTHR_LEAD15', 'ORIGIN_CRS_DEP_PER_QTHR_LEAD30', \n",
    "                    'ORIGIN_DEP_DIFF1_PER_QTHR', 'ORIGIN_DEP_DIFF2_PER_QTHR', 'DEST_ARR_PER_QTHR', 'DEST_CRS_ARR_PER_QTHR', \n",
    "                    'DEST_DEL_ARR_PER_QTHR', 'DEST_ARR_DIFF0_PER_QTHR', 'DEST_ARR_PER_QTHR_LAG30', 'DEST_CRS_ARR_PER_QTHR_LAG30', \n",
    "                    'DEST_DEL_ARR_PER_QTHR_LAG30', 'DEST_ARR_DIFF0_PER_QTHR_LAG30', 'DEST_ARR_PER_QTHR_LAG15', \n",
    "                    'DEST_CRS_ARR_PER_QTHR_LAG15', 'DEST_DEL_ARR_PER_QTHR_LAG15', 'DEST_ARR_DIFF0_PER_QTHR_LAG15', \n",
    "                    'DEST_CRS_ARR_PER_QTHR_LEAD15', 'DEST_CRS_ARR_PER_QTHR_LEAD30', 'DEST_ARR_DIFF1_PER_QTHR', \n",
    "                    'DEST_ARR_DIFF2_PER_QTHR', 'DEST_DEP_PER_QTHR', 'DEST_CRS_DEP_PER_QTHR', 'DEST_DEL_DEP_PER_QTHR', \n",
    "                    'DEST_DEP_DIFF0_PER_QTHR', 'DEST_DEP_PER_QTHR_LAG30', 'DEST_CRS_DEP_PER_QTHR_LAG30', \n",
    "                    'DEST_DEL_DEP_PER_QTHR_LAG30', 'DEST_DEP_DIFF0_PER_QTHR_LAG30', 'DEST_DEP_PER_QTHR_LAG15', \n",
    "                    'DEST_CRS_DEP_PER_QTHR_LAG15', 'DEST_DEL_DEP_PER_QTHR_LAG15', 'DEST_DEP_DIFF0_PER_QTHR_LAG15', \n",
    "                    'DEST_CRS_DEP_PER_QTHR_LEAD15', 'DEST_CRS_DEP_PER_QTHR_LEAD30', 'DEST_DEP_DIFF1_PER_QTHR', 'DEST_DEP_DIFF2_PER_QTHR'],\n",
    "    'WEATHER_ATTR': wx_attr\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4b1d732a-69d7-4792-b3b4-46fd9e4ec173",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CLASS</th>\n",
       "      <th>ARR_DELAY</th>\n",
       "      <th>DEP_DELAY</th>\n",
       "      <th>DEMAND_ATTR</th>\n",
       "      <th>WEATHER_ATTR</th>\n",
       "      <th>OP_UNIQUE_CARRIER</th>\n",
       "      <th>SEASON_ATTR</th>\n",
       "      <th>ARPT_ATTR</th>\n",
       "      <th>TAXI_OUT</th>\n",
       "      <th>OD_PAIR</th>\n",
       "      <th>ACTUAL_ELAPSED_TIME</th>\n",
       "      <th>TAIL_NUM</th>\n",
       "      <th>CRS_ELAPSED_TIME</th>\n",
       "      <th>TAXI_IN</th>\n",
       "      <th>DEST</th>\n",
       "      <th>ORIGIN</th>\n",
       "      <th>AIR_TIME</th>\n",
       "      <th>DISTANCE</th>\n",
       "      <th>DISTANCE_GROUP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>----</td>\n",
       "      <td>9.957221</td>\n",
       "      <td>0.029580</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>N_DEL</td>\n",
       "      <td>4.325567</td>\n",
       "      <td>1.401964</td>\n",
       "      <td>0.517453</td>\n",
       "      <td>0.299579</td>\n",
       "      <td>0.393658</td>\n",
       "      <td>0.268207</td>\n",
       "      <td>0.150305</td>\n",
       "      <td>0.033313</td>\n",
       "      <td>0.062851</td>\n",
       "      <td>0.013454</td>\n",
       "      <td>0.162207</td>\n",
       "      <td>0.010446</td>\n",
       "      <td>0.038645</td>\n",
       "      <td>0.050234</td>\n",
       "      <td>0.009179</td>\n",
       "      <td>0.018042</td>\n",
       "      <td>0.011636</td>\n",
       "      <td>0.000104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>LC_DEL</td>\n",
       "      <td>1.292863</td>\n",
       "      <td>3.376153</td>\n",
       "      <td>0.321154</td>\n",
       "      <td>0.224047</td>\n",
       "      <td>0.542637</td>\n",
       "      <td>0.106146</td>\n",
       "      <td>0.075253</td>\n",
       "      <td>0.126907</td>\n",
       "      <td>0.049356</td>\n",
       "      <td>0.157352</td>\n",
       "      <td>0.020206</td>\n",
       "      <td>0.182667</td>\n",
       "      <td>0.041001</td>\n",
       "      <td>0.017890</td>\n",
       "      <td>0.008611</td>\n",
       "      <td>0.014312</td>\n",
       "      <td>0.007096</td>\n",
       "      <td>0.000432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>LCN_DEL</td>\n",
       "      <td>1.950630</td>\n",
       "      <td>3.056542</td>\n",
       "      <td>0.237984</td>\n",
       "      <td>0.141375</td>\n",
       "      <td>0.194675</td>\n",
       "      <td>0.091074</td>\n",
       "      <td>0.099938</td>\n",
       "      <td>0.054337</td>\n",
       "      <td>0.043312</td>\n",
       "      <td>0.116710</td>\n",
       "      <td>0.047033</td>\n",
       "      <td>0.060252</td>\n",
       "      <td>0.035863</td>\n",
       "      <td>0.011412</td>\n",
       "      <td>0.019134</td>\n",
       "      <td>0.020797</td>\n",
       "      <td>0.013112</td>\n",
       "      <td>0.000122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>OOOO</td>\n",
       "      <td>1.181031</td>\n",
       "      <td>1.652120</td>\n",
       "      <td>0.719831</td>\n",
       "      <td>0.862801</td>\n",
       "      <td>0.163190</td>\n",
       "      <td>0.347216</td>\n",
       "      <td>0.188822</td>\n",
       "      <td>0.150400</td>\n",
       "      <td>0.171168</td>\n",
       "      <td>0.016956</td>\n",
       "      <td>0.065803</td>\n",
       "      <td>0.013224</td>\n",
       "      <td>0.016273</td>\n",
       "      <td>0.035542</td>\n",
       "      <td>0.074001</td>\n",
       "      <td>0.018633</td>\n",
       "      <td>0.019238</td>\n",
       "      <td>0.000402</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     CLASS  ARR_DELAY  DEP_DELAY  DEMAND_ATTR  WEATHER_ATTR  \\\n",
       "0     ----   9.957221   0.029580     0.000000      0.000000   \n",
       "1    N_DEL   4.325567   1.401964     0.517453      0.299579   \n",
       "2   LC_DEL   1.292863   3.376153     0.321154      0.224047   \n",
       "3  LCN_DEL   1.950630   3.056542     0.237984      0.141375   \n",
       "4     OOOO   1.181031   1.652120     0.719831      0.862801   \n",
       "\n",
       "   OP_UNIQUE_CARRIER  SEASON_ATTR  ARPT_ATTR  TAXI_OUT   OD_PAIR  \\\n",
       "0           0.000000     0.000000   0.000000  0.000000  0.000000   \n",
       "1           0.393658     0.268207   0.150305  0.033313  0.062851   \n",
       "2           0.542637     0.106146   0.075253  0.126907  0.049356   \n",
       "3           0.194675     0.091074   0.099938  0.054337  0.043312   \n",
       "4           0.163190     0.347216   0.188822  0.150400  0.171168   \n",
       "\n",
       "   ACTUAL_ELAPSED_TIME  TAIL_NUM  CRS_ELAPSED_TIME   TAXI_IN      DEST  \\\n",
       "0             0.000000  0.000000          0.000000  0.000000  0.000000   \n",
       "1             0.013454  0.162207          0.010446  0.038645  0.050234   \n",
       "2             0.157352  0.020206          0.182667  0.041001  0.017890   \n",
       "3             0.116710  0.047033          0.060252  0.035863  0.011412   \n",
       "4             0.016956  0.065803          0.013224  0.016273  0.035542   \n",
       "\n",
       "     ORIGIN  AIR_TIME  DISTANCE  DISTANCE_GROUP  \n",
       "0  0.000000  0.000000  0.000000        0.000000  \n",
       "1  0.009179  0.018042  0.011636        0.000104  \n",
       "2  0.008611  0.014312  0.007096        0.000432  \n",
       "3  0.019134  0.020797  0.013112        0.000122  \n",
       "4  0.074001  0.018633  0.019238        0.000402  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max_display = 11\n",
    "combine_features_in_plot = True # Combine features to decrease number of attributes\n",
    "\n",
    "shap_imp_by_class = pd.DataFrame(np.abs(shap_values).mean(axis=0), columns=feature_cols)\n",
    "# shap_imp_by_class['CLASS'] = ['CLASS_' + str(ii) for ii in range(shap_values.shape[1])]\n",
    "shap_imp_by_class['CLASS'] = class_labels\n",
    "shap_imp_by_class = shap_imp_by_class.set_index('CLASS')\n",
    "\n",
    "if combine_features_in_plot == True:\n",
    "    # Use combine_labels to combine Shapley values for each attribute group.\n",
    "    combine_labels_vals = reduce(lambda x,y: x+y, list(combine_labels.values()))\n",
    "    remaining_cols = list(set(feature_cols) - set(combine_labels_vals))\n",
    "    shap_imp_combo_attr = shap_imp_by_class[remaining_cols].copy()\n",
    "\n",
    "    for kk in combine_labels.keys():\n",
    "        shap_imp_combo_attr.loc[:, kk] = shap_imp_by_class[combine_labels[kk]].sum(axis=1).values\n",
    "        \n",
    "    shap_imp_by_class = shap_imp_combo_attr\n",
    "\n",
    "    \n",
    "sorted_feature_imp = list(shap_imp_by_class.sum().sort_values(ascending=False).index)\n",
    "\n",
    "shap_imp_by_class = shap_imp_by_class[sorted_feature_imp].reset_index()\n",
    "shap_imp_by_class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "93b3a33d-598b-4e9f-b3a2-76ae2fd78a46",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"af9e32b5-0208-4ec5-8b6a-e9085f98b36b\" data-root-id=\"1003\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  const docs_json = {\"4e0c3b01-de06-4d0c-b386-56988613e554\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1014\"},{\"id\":\"1344\"}],\"center\":[{\"id\":\"1017\"},{\"id\":\"1020\"},{\"id\":\"1062\"}],\"height\":500,\"left\":[{\"id\":\"1018\"}],\"renderers\":[{\"id\":\"1051\"},{\"id\":\"1069\"},{\"id\":\"1088\"},{\"id\":\"1109\"},{\"id\":\"1132\"},{\"id\":\"1157\"},{\"id\":\"1184\"},{\"id\":\"1213\"},{\"id\":\"1244\"},{\"id\":\"1277\"},{\"id\":\"1312\"}],\"title\":{\"id\":\"1004\"},\"toolbar\":{\"id\":\"1022\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"1006\"},\"x_scale\":{\"id\":\"1010\"},\"y_range\":{\"id\":\"1008\"},\"y_scale\":{\"id\":\"1012\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1177\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"SEASON_ATTR\"},\"renderers\":[{\"id\":\"1157\"}]},\"id\":\"1178\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1206\"},\"selection_policy\":{\"id\":\"1205\"}},\"id\":\"1179\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1269\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1236\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#aec7e8\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#aec7e8\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1026\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#aec7e8\"},\"right\":{\"expr\":{\"id\":\"1027\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1067\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1081\"},\"selection_policy\":{\"id\":\"1080\"}},\"id\":\"1064\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"DEP_DELAY\"},\"renderers\":[{\"id\":\"1069\"}]},\"id\":\"1082\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1081\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#aec7e8\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#aec7e8\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1026\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#aec7e8\"},\"right\":{\"expr\":{\"id\":\"1027\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1068\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#2ca02c\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#2ca02c\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1032\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2ca02c\"},\"right\":{\"expr\":{\"id\":\"1033\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1130\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"1064\"}},\"id\":\"1070\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#2ca02c\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#2ca02c\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1032\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#2ca02c\"},\"right\":{\"expr\":{\"id\":\"1033\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1131\",\"type\":\"HBar\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff9896\"},\"hatch_color\":{\"value\":\"#ff9896\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1038\"}},\"line_color\":{\"value\":\"#ff9896\"},\"right\":{\"expr\":{\"id\":\"1039\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1210\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"1272\"}},\"id\":\"1278\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1064\"},\"glyph\":{\"id\":\"1066\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1068\"},\"name\":\"DEP_DELAY\",\"nonselection_glyph\":{\"id\":\"1067\"},\"view\":{\"id\":\"1070\"}},\"id\":\"1069\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1080\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"ACTUAL_ELAPSED_TIME\"},\"renderers\":[{\"id\":\"1277\"}]},\"id\":\"1306\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_color\":{\"value\":\"#d62728\"},\"hatch_color\":{\"value\":\"#d62728\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1036\"}},\"line_color\":{\"value\":\"#d62728\"},\"right\":{\"expr\":{\"id\":\"1037\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1181\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"1179\"}},\"id\":\"1185\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"#c5b0d5\"},\"hatch_color\":{\"value\":\"#c5b0d5\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1042\"}},\"line_color\":{\"value\":\"#c5b0d5\"},\"right\":{\"expr\":{\"id\":\"1043\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1274\",\"type\":\"HBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1272\"},\"glyph\":{\"id\":\"1274\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1276\"},\"name\":\"ACTUAL_ELAPSED_TIME\",\"nonselection_glyph\":{\"id\":\"1275\"},\"view\":{\"id\":\"1278\"}},\"id\":\"1277\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#c5b0d5\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#c5b0d5\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1042\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#c5b0d5\"},\"right\":{\"expr\":{\"id\":\"1043\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1276\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1237\"},\"selection_policy\":{\"id\":\"1236\"}},\"id\":\"1208\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1179\"},\"glyph\":{\"id\":\"1181\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1183\"},\"name\":\"ARPT_ATTR\",\"nonselection_glyph\":{\"id\":\"1182\"},\"view\":{\"id\":\"1185\"}},\"id\":\"1184\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#d62728\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#d62728\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1036\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#d62728\"},\"right\":{\"expr\":{\"id\":\"1037\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1183\",\"type\":\"HBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1239\"},\"glyph\":{\"id\":\"1241\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1243\"},\"name\":\"OD_PAIR\",\"nonselection_glyph\":{\"id\":\"1242\"},\"view\":{\"id\":\"1245\"}},\"id\":\"1244\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1305\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1149\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1205\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1206\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"ARPT_ATTR\"},\"renderers\":[{\"id\":\"1184\"}]},\"id\":\"1207\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1342\"},\"selection_policy\":{\"id\":\"1341\"}},\"id\":\"1307\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#8c564b\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#8c564b\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1044\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#8c564b\"},\"right\":{\"expr\":{\"id\":\"1045\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1311\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#c5b0d5\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#c5b0d5\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1042\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#c5b0d5\"},\"right\":{\"expr\":{\"id\":\"1043\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1275\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#8c564b\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#8c564b\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1044\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#8c564b\"},\"right\":{\"expr\":{\"id\":\"1045\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1310\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"1304\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#ff9896\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#ff9896\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1038\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#ff9896\"},\"right\":{\"expr\":{\"id\":\"1039\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1212\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#d62728\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#d62728\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1036\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#d62728\"},\"right\":{\"expr\":{\"id\":\"1037\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1182\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#ff9896\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#ff9896\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1038\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#ff9896\"},\"right\":{\"expr\":{\"id\":\"1039\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1211\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1102\"},\"selection_policy\":{\"id\":\"1101\"}},\"id\":\"1083\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1270\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#ff7f0e\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#ff7f0e\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1028\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#ff7f0e\"},\"right\":{\"expr\":{\"id\":\"1029\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1086\",\"type\":\"HBar\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7f0e\"},\"hatch_color\":{\"value\":\"#ff7f0e\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1028\"}},\"line_color\":{\"value\":\"#ff7f0e\"},\"right\":{\"expr\":{\"id\":\"1029\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1085\",\"type\":\"HBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1083\"},\"glyph\":{\"id\":\"1085\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1087\"},\"name\":\"DEMAND_ATTR\",\"nonselection_glyph\":{\"id\":\"1086\"},\"view\":{\"id\":\"1089\"}},\"id\":\"1088\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"ARR_DELAY\"},\"renderers\":[{\"id\":\"1051\"}]},\"id\":\"1063\",\"type\":\"LegendItem\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1063\"},{\"id\":\"1082\"},{\"id\":\"1103\"},{\"id\":\"1126\"},{\"id\":\"1151\"},{\"id\":\"1178\"},{\"id\":\"1207\"},{\"id\":\"1238\"},{\"id\":\"1271\"},{\"id\":\"1306\"},{\"id\":\"1343\"}]},\"id\":\"1062\",\"type\":\"Legend\"},{\"attributes\":{\"fill_color\":{\"value\":\"#aec7e8\"},\"hatch_color\":{\"value\":\"#aec7e8\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1026\"}},\"line_color\":{\"value\":\"#aec7e8\"},\"right\":{\"expr\":{\"id\":\"1027\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1066\",\"type\":\"HBar\"},{\"attributes\":{\"label\":{\"value\":\"WEATHER_ATTR\"},\"renderers\":[{\"id\":\"1109\"}]},\"id\":\"1126\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#ff7f0e\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#ff7f0e\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1028\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#ff7f0e\"},\"right\":{\"expr\":{\"id\":\"1029\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1087\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"1083\"}},\"id\":\"1089\",\"type\":\"CDSView\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\"]},\"id\":\"1029\",\"type\":\"Stack\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"DEMAND_ATTR\"},\"renderers\":[{\"id\":\"1088\"}]},\"id\":\"1103\",\"type\":\"LegendItem\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\"]},\"id\":\"1030\",\"type\":\"Stack\"},{\"attributes\":{\"end\":18},\"id\":\"1006\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1101\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\"]},\"id\":\"1031\",\"type\":\"Stack\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1055\"},\"group\":null,\"major_label_policy\":{\"id\":\"1056\"},\"ticker\":{\"id\":\"1019\"}},\"id\":\"1018\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"label\":{\"value\":\"OP_UNIQUE_CARRIER\"},\"renderers\":[{\"id\":\"1132\"}]},\"id\":\"1151\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1102\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Shapley Global Feature Importance\"},\"id\":\"1004\",\"type\":\"Title\"},{\"attributes\":{\"axis_label\":\"mean(|SHAP value|)\",\"coordinates\":null,\"formatter\":{\"id\":\"1058\"},\"group\":null,\"major_label_policy\":{\"id\":\"1059\"},\"ticker\":{\"id\":\"1015\"}},\"id\":\"1014\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"1208\"}},\"id\":\"1214\",\"type\":\"CDSView\"},{\"attributes\":{\"factors\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"]},\"id\":\"1008\",\"type\":\"FactorRange\"},{\"attributes\":{},\"id\":\"1015\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"TAXI_OUT\"},\"renderers\":[{\"id\":\"1213\"}]},\"id\":\"1238\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1150\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1127\"},\"glyph\":{\"id\":\"1129\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1131\"},\"name\":\"OP_UNIQUE_CARRIER\",\"nonselection_glyph\":{\"id\":\"1130\"},\"view\":{\"id\":\"1133\"}},\"id\":\"1132\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1208\"},\"glyph\":{\"id\":\"1210\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1212\"},\"name\":\"TAXI_OUT\",\"nonselection_glyph\":{\"id\":\"1211\"},\"view\":{\"id\":\"1214\"}},\"id\":\"1213\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1014\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1017\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"1018\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1020\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1055\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{},\"id\":\"1019\",\"type\":\"CategoricalTicker\"},{\"attributes\":{},\"id\":\"1056\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1176\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1127\"}},\"id\":\"1133\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1237\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"tooltips\":\"$name: @$name\"},\"id\":\"1021\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1058\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\"]},\"id\":\"1027\",\"type\":\"Stack\"},{\"attributes\":{},\"id\":\"1059\",\"type\":\"AllLabels\"},{\"attributes\":{\"fields\":[]},\"id\":\"1024\",\"type\":\"Stack\"},{\"attributes\":{},\"id\":\"1342\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"1021\"}]},\"id\":\"1022\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"1104\"}},\"id\":\"1110\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1024\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"expr\":{\"id\":\"1025\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1050\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1125\"},\"selection_policy\":{\"id\":\"1124\"}},\"id\":\"1104\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1307\"}},\"id\":\"1313\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#98df8a\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#98df8a\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1034\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#98df8a\"},\"right\":{\"expr\":{\"id\":\"1035\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1155\",\"type\":\"HBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1046\"},\"glyph\":{\"id\":\"1048\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1050\"},\"name\":\"ARR_DELAY\",\"nonselection_glyph\":{\"id\":\"1049\"},\"view\":{\"id\":\"1052\"}},\"id\":\"1051\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ffbb78\"},\"hatch_color\":{\"value\":\"#ffbb78\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1030\"}},\"line_color\":{\"value\":\"#ffbb78\"},\"right\":{\"expr\":{\"id\":\"1031\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1106\",\"type\":\"HBar\"},{\"attributes\":{\"label\":{\"value\":\"OTHER\"},\"renderers\":[{\"id\":\"1312\"}]},\"id\":\"1343\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1104\"},\"glyph\":{\"id\":\"1106\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1108\"},\"name\":\"WEATHER_ATTR\",\"nonselection_glyph\":{\"id\":\"1107\"},\"view\":{\"id\":\"1110\"}},\"id\":\"1109\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1060\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\"]},\"id\":\"1028\",\"type\":\"Stack\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#ffbb78\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#ffbb78\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1030\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#ffbb78\"},\"right\":{\"expr\":{\"id\":\"1031\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1108\",\"type\":\"HBar\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null},\"id\":\"1344\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"1061\",\"type\":\"Selection\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\",\"OD_PAIR\",\"ACTUAL_ELAPSED_TIME\"]},\"id\":\"1043\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\"]},\"id\":\"1025\",\"type\":\"Stack\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1307\"},\"glyph\":{\"id\":\"1309\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1311\"},\"name\":\"OTHER\",\"nonselection_glyph\":{\"id\":\"1310\"},\"view\":{\"id\":\"1313\"}},\"id\":\"1312\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1125\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1124\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\"]},\"id\":\"1038\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\"]},\"id\":\"1026\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\"]},\"id\":\"1037\",\"type\":\"Stack\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1150\"},\"selection_policy\":{\"id\":\"1149\"}},\"id\":\"1127\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\",\"OD_PAIR\"]},\"id\":\"1041\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\"]},\"id\":\"1032\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\"]},\"id\":\"1033\",\"type\":\"Stack\"},{\"attributes\":{\"fill_color\":{\"value\":\"#2ca02c\"},\"hatch_color\":{\"value\":\"#2ca02c\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1032\"}},\"line_color\":{\"value\":\"#2ca02c\"},\"right\":{\"expr\":{\"id\":\"1033\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1129\",\"type\":\"HBar\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\"]},\"id\":\"1035\",\"type\":\"Stack\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#ffbb78\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#ffbb78\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1030\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#ffbb78\"},\"right\":{\"expr\":{\"id\":\"1031\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1107\",\"type\":\"HBar\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\"]},\"id\":\"1040\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\"]},\"id\":\"1034\",\"type\":\"Stack\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1270\"},\"selection_policy\":{\"id\":\"1269\"}},\"id\":\"1239\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\",\"OD_PAIR\"]},\"id\":\"1042\",\"type\":\"Stack\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\"]},\"id\":\"1036\",\"type\":\"Stack\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1024\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"expr\":{\"id\":\"1025\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1049\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1177\"},\"selection_policy\":{\"id\":\"1176\"}},\"id\":\"1152\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1239\"}},\"id\":\"1245\",\"type\":\"CDSView\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\"]},\"id\":\"1039\",\"type\":\"Stack\"},{\"attributes\":{\"fill_color\":{\"value\":\"#9467bd\"},\"hatch_color\":{\"value\":\"#9467bd\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1040\"}},\"line_color\":{\"value\":\"#9467bd\"},\"right\":{\"expr\":{\"id\":\"1041\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1241\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"1152\"}},\"id\":\"1158\",\"type\":\"CDSView\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\",\"OD_PAIR\",\"ACTUAL_ELAPSED_TIME\"]},\"id\":\"1044\",\"type\":\"Stack\"},{\"attributes\":{\"fill_color\":{\"value\":\"#98df8a\"},\"hatch_color\":{\"value\":\"#98df8a\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1034\"}},\"line_color\":{\"value\":\"#98df8a\"},\"right\":{\"expr\":{\"id\":\"1035\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1154\",\"type\":\"HBar\"},{\"attributes\":{\"fields\":[\"ARR_DELAY\",\"DEP_DELAY\",\"DEMAND_ATTR\",\"WEATHER_ATTR\",\"OP_UNIQUE_CARRIER\",\"SEASON_ATTR\",\"ARPT_ATTR\",\"TAXI_OUT\",\"OD_PAIR\",\"ACTUAL_ELAPSED_TIME\",\"OTHER\"]},\"id\":\"1045\",\"type\":\"Stack\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1061\"},\"selection_policy\":{\"id\":\"1060\"}},\"id\":\"1046\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#9467bd\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#9467bd\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1040\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#9467bd\"},\"right\":{\"expr\":{\"id\":\"1041\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1243\",\"type\":\"HBar\"},{\"attributes\":{\"fill_color\":{\"value\":\"#8c564b\"},\"hatch_color\":{\"value\":\"#8c564b\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1044\"}},\"line_color\":{\"value\":\"#8c564b\"},\"right\":{\"expr\":{\"id\":\"1045\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1309\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"1341\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"OD_PAIR\"},\"renderers\":[{\"id\":\"1244\"}]},\"id\":\"1271\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"1046\"}},\"id\":\"1052\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#98df8a\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#98df8a\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1034\"}},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#98df8a\"},\"right\":{\"expr\":{\"id\":\"1035\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1156\",\"type\":\"HBar\"},{\"attributes\":{\"data\":{\"ACTUAL_ELAPSED_TIME\":{\"__ndarray__\":\"AAAAAOxvXDzZICE+hAXvPaXnijw=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARPT_ATTR\":{\"__ndarray__\":\"AAAAAIfpGT48Hpo9IKzMPZRaQT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"ARR_DELAY\":{\"__ndarray__\":\"x1AfQQxrikCHfKU/P675Pwkslz8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"CLASS\":[\"----\",\"N_DEL\",\"LC_DEL\",\"LCN_DEL\",\"OOOO\"],\"DEMAND_ATTR\":{\"__ndarray__\":\"AAAAAM53BD9ObqQ+GbJzPtRGOD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"DEP_DELAY\":{\"__ndarray__\":\"61DyPJJzsz/mElhAYZ5DQK940z8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OD_PAIR\":{\"__ndarray__\":\"AAAAADi4gD3FKUo9zmcxPaZGLz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OP_UNIQUE_CARRIER\":{\"__ndarray__\":\"AAAAAJeNyT5I6go/3FhHPlEbJz4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"OTHER\":{\"__ndarray__\":\"AAAAADTamT5ZnZU+IbZUPmzzeD4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"SEASON_ATTR\":{\"__ndarray__\":\"AAAAAGJSiT5AY9k9yYS6PUDGsT4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"TAXI_OUT\":{\"__ndarray__\":\"AAAAANByCD0A9AE+UJBePW4CGj4=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"WEATHER_ATTR\":{\"__ndarray__\":\"AAAAAF9imT6abGU+icQQPofgXD8=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[5]},\"index\":[0,1,2,3,4]},\"selected\":{\"id\":\"1305\"},\"selection_policy\":{\"id\":\"1304\"}},\"id\":\"1272\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#9467bd\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#9467bd\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1040\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#9467bd\"},\"right\":{\"expr\":{\"id\":\"1041\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1242\",\"type\":\"HBar\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.9},\"left\":{\"expr\":{\"id\":\"1024\"}},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"expr\":{\"id\":\"1025\"}},\"y\":{\"field\":\"CLASS\"}},\"id\":\"1048\",\"type\":\"HBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1152\"},\"glyph\":{\"id\":\"1154\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1156\"},\"name\":\"SEASON_ATTR\",\"nonselection_glyph\":{\"id\":\"1155\"},\"view\":{\"id\":\"1158\"}},\"id\":\"1157\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"1003\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.0\"}};\n",
       "  const render_items = [{\"docid\":\"4e0c3b01-de06-4d0c-b386-56988613e554\",\"root_ids\":[\"1003\"],\"roots\":{\"1003\":\"af9e32b5-0208-4ec5-8b6a-e9085f98b36b\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1003"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from bokeh.models import Legend\n",
    "\n",
    "p = figure(plot_height=500, plot_width=800, y_range=list(shap_imp_by_class['CLASS']), x_range=(0,18), \n",
    "            title='Shapley Global Feature Importance', \n",
    "           toolbar_location=None, tools='hover', tooltips='$name: @$name'\n",
    "           )\n",
    "\n",
    "# TODO: more granular ranking within each class, then get rank overall. Some ideas: https://towardsdatascience.com/rank-the-features-now-rank-again-4dafd8cde3c8\n",
    "# Within each class, rank features by order of Shapley importance. Then sum results overall to get ranking as a whole for plotting.\n",
    "# rank_class_ii = shap_imp_by_class.loc[5, feature_cols].sort_values(ascending=False)\n",
    "# Plot each column separately so that features can be plotted by rank?\n",
    "\n",
    "# Pick top (max_dislay-1) features based on overall ranking for now.\n",
    "feature_subset = sorted_feature_imp[:max_display-1]\n",
    "other_features = list(set(list(shap_imp_by_class.columns.difference(['CLASS']))) - set(feature_subset))\n",
    "\n",
    "# Create an \"OTHER\" column to consolidate remaining features:\n",
    "shap_imp_by_class_sm = shap_imp_by_class[['CLASS']+feature_subset].copy()\n",
    "shap_imp_by_class_sm['OTHER'] = shap_imp_by_class[other_features].sum(axis=1)\n",
    "\n",
    "p.hbar_stack(feature_subset+['OTHER'], y='CLASS', height=0.9, \n",
    "             color=bk.palettes.Category20[max_display], source=shap_imp_by_class_sm,\n",
    "             legend_label=feature_subset+['OTHER']\n",
    "            )\n",
    "\n",
    "p.xaxis.axis_label = 'mean(|SHAP value|)'\n",
    "p.add_layout(Legend(), 'below')\n",
    "# p.add_layout(Legend(), 'left')\n",
    "# p.legend.location = 'top_left'\n",
    "p.legend.click_policy = 'hide'\n",
    "\n",
    "# Legend location with bokeh hbar_stack not being positioned outside plot. Use x_range option for now.\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "50cf56fb-8549-4a5e-94ba-107ffcc78c5b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Possible use case: embedding Shapley values, dimensionality reduction, clustering.\n",
    "# Ranking can get complicated: https://towardsdatascience.com/rank-the-features-now-rank-again-4dafd8cde3c8.\n",
    "# Use cross-validation to examine feature importance across folds. Check for stability, and help with feature down-selection/generalize model.\n",
    "# Basically a guided search of the feature-space rather than randomly permutting features to see what works well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f123cd75-0098-44b5-aa18-8d1238175694",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 9.36 s, sys: 320 ms, total: 9.68 s\n",
      "Wall time: 4.26 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "# # Compute shap values using shap package and externally trained model:\n",
    "# explainer = shap.Explainer(model) # Including X as second arg forces shap to recompute it. May result in different shap values since new model generated.\n",
    "# shap_exp_obj = explainer(X_cmp)\n",
    "\n",
    "# shap package explainer class uses attributes like .values (shap_values), .base_values \n",
    "# (shap_expected_values), and .data (X, feature matrix). Should reuse them to make xgb computation compatible.\n",
    "\n",
    "# Create shap explainer object:\n",
    "explainer = shap.TreeExplainer(model)\n",
    "shap_exp_obj = explainer(X_cmp.iloc[:2,]) # Construct as place holder class from 2 rows of data.\n",
    "\n",
    "# Populate Explainer object with shap attributes computed from xgb.\n",
    "shap_exp_obj.values = shap_values\n",
    "shap_exp_obj.base_values = shap_expected_values\n",
    "shap_exp_obj.data = X_cmp.values\n",
    "\n",
    "# # Clean up:\n",
    "# del shap_values, shap_expected_values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "informative-socket",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align='center'><img src='data:image/png;base64,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' /></div><script charset='utf-8'>!function(t){function e(r){if(n[r])return n[r].exports;var i=n[r]={i:r,l:!1,exports:{}};return t[r].call(i.exports,i,i.exports,e),i.l=!0,i.exports}var n={};return e.m=t,e.c=n,e.i=function(t){return t},e.d=function(t,n,r){e.o(t,n)||Object.defineProperty(t,n,{configurable:!1,enumerable:!0,get:r})},e.n=function(t){var n=t&&t.__esModule?function(){return t.default}:function(){return t};return e.d(n,\"a\",n),n},e.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},e.p=\"\",e(e.s=410)}([function(t,e,n){\"use strict\";function r(t,e,n,r,o,a,u,c){if(i(e),!t){var s;if(void 0===e)s=new Error(\"Minified exception occurred; use the non-minified dev environment for the full error message and additional helpful warnings.\");else{var l=[n,r,o,a,u,c],f=0;s=new Error(e.replace(/%s/g,function(){return l[f++]})),s.name=\"Invariant Violation\"}throw s.framesToPop=1,s}}var i=function(t){};t.exports=r},function(t,e,n){\"use strict\";var r=n(8),i=r;t.exports=i},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";function r(t){if(null===t||void 0===t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}function i(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},n=0;n<10;n++)e[\"_\"+String.fromCharCode(n)]=n;var r=Object.getOwnPropertyNames(e).map(function(t){return e[t]});if(\"0123456789\"!==r.join(\"\"))return!1;var i={};return\"abcdefghijklmnopqrst\".split(\"\").forEach(function(t){i[t]=t}),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},i)).join(\"\")}catch(t){return!1}}/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "var o=Object.getOwnPropertySymbols,a=Object.prototype.hasOwnProperty,u=Object.prototype.propertyIsEnumerable;t.exports=i()?Object.assign:function(t,e){for(var n,i,c=r(t),s=1;s<arguments.length;s++){n=Object(arguments[s]);for(var l in n)a.call(n,l)&&(c[l]=n[l]);if(o){i=o(n);for(var f=0;f<i.length;f++)u.call(n,i[f])&&(c[i[f]]=n[i[f]])}}return c}},function(t,e,n){\"use strict\";function r(t,e){return 1===t.nodeType&&t.getAttribute(d)===String(e)||8===t.nodeType&&t.nodeValue===\" react-text: \"+e+\" \"||8===t.nodeType&&t.nodeValue===\" react-empty: \"+e+\" \"}function i(t){for(var e;e=t._renderedComponent;)t=e;return t}function o(t,e){var n=i(t);n._hostNode=e,e[g]=n}function a(t){var e=t._hostNode;e&&(delete e[g],t._hostNode=null)}function u(t,e){if(!(t._flags&v.hasCachedChildNodes)){var n=t._renderedChildren,a=e.firstChild;t:for(var u in n)if(n.hasOwnProperty(u)){var c=n[u],s=i(c)._domID;if(0!==s){for(;null!==a;a=a.nextSibling)if(r(a,s)){o(c,a);continue t}f(\"32\",s)}}t._flags|=v.hasCachedChildNodes}}function c(t){if(t[g])return t[g];for(var e=[];!t[g];){if(e.push(t),!t.parentNode)return null;t=t.parentNode}for(var n,r;t&&(r=t[g]);t=e.pop())n=r,e.length&&u(r,t);return n}function s(t){var e=c(t);return null!=e&&e._hostNode===t?e:null}function l(t){if(void 0===t._hostNode?f(\"33\"):void 0,t._hostNode)return t._hostNode;for(var e=[];!t._hostNode;)e.push(t),t._hostParent?void 0:f(\"34\"),t=t._hostParent;for(;e.length;t=e.pop())u(t,t._hostNode);return t._hostNode}var f=n(2),p=n(21),h=n(157),d=(n(0),p.ID_ATTRIBUTE_NAME),v=h,g=\"__reactInternalInstance$\"+Math.random().toString(36).slice(2),m={getClosestInstanceFromNode:c,getInstanceFromNode:s,getNodeFromInstance:l,precacheChildNodes:u,precacheNode:o,uncacheNode:a};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n,a){function u(e){return t(e=new Date(+e)),e}return u.floor=u,u.ceil=function(n){return t(n=new Date(n-1)),e(n,1),t(n),n},u.round=function(t){var e=u(t),n=u.ceil(t);return t-e<n-t?e:n},u.offset=function(t,n){return e(t=new Date(+t),null==n?1:Math.floor(n)),t},u.range=function(n,r,i){var o=[];if(n=u.ceil(n),i=null==i?1:Math.floor(i),!(n<r&&i>0))return o;do o.push(new Date(+n));while(e(n,i),t(n),n<r);return o},u.filter=function(n){return r(function(e){if(e>=e)for(;t(e),!n(e);)e.setTime(e-1)},function(t,r){if(t>=t)for(;--r>=0;)for(;e(t,1),!n(t););})},n&&(u.count=function(e,r){return i.setTime(+e),o.setTime(+r),t(i),t(o),Math.floor(n(i,o))},u.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?u.filter(a?function(e){return a(e)%t===0}:function(e){return u.count(0,e)%t===0}):u:null}),u}e.a=r;var i=new Date,o=new Date},function(t,e,n){\"use strict\";var r=!(\"undefined\"==typeof window||!window.document||!window.document.createElement),i={canUseDOM:r,canUseWorkers:\"undefined\"!=typeof Worker,canUseEventListeners:r&&!(!window.addEventListener&&!window.attachEvent),canUseViewport:r&&!!window.screen,isInWorker:!r};t.exports=i},function(t,e,n){\"use strict\";function r(t,e){this._groups=t,this._parents=e}function i(){return new r([[document.documentElement]],D)}var o=n(272),a=n(273),u=n(261),c=n(255),s=n(131),l=n(260),f=n(265),p=n(268),h=n(275),d=n(253),v=n(267),g=n(266),m=n(274),y=n(259),_=n(258),b=n(252),x=n(276),w=n(269),C=n(254),M=n(277),k=n(262),E=n(270),T=n(264),S=n(251),P=n(263),N=n(271),A=n(256),O=n(70),I=n(257);n.d(e,\"c\",function(){return D}),e.b=r;var D=[null];r.prototype=i.prototype={constructor:r,select:o.a,selectAll:a.a,filter:u.a,data:c.a,enter:s.a,exit:l.a,merge:f.a,order:p.a,sort:h.a,call:d.a,nodes:v.a,node:g.a,size:m.a,empty:y.a,each:_.a,attr:b.a,style:x.a,property:w.a,classed:C.a,text:M.a,html:k.a,raise:E.a,lower:T.a,append:S.a,insert:P.a,remove:N.a,datum:A.a,on:O.c,dispatch:I.a},e.a=i},function(t,e,n){\"use strict\";function r(t){return function(){return t}}var i=function(){};i.thatReturns=r,i.thatReturnsFalse=r(!1),i.thatReturnsTrue=r(!0),i.thatReturnsNull=r(null),i.thatReturnsThis=function(){return this},i.thatReturnsArgument=function(t){return t},t.exports=i},function(t,e,n){\"use strict\";var r=null;t.exports={debugTool:r}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(59);n.d(e,\"color\",function(){return r.a}),n.d(e,\"rgb\",function(){return r.b}),n.d(e,\"hsl\",function(){return r.c});var i=n(210);n.d(e,\"lab\",function(){return i.a}),n.d(e,\"hcl\",function(){return i.b});var o=n(209);n.d(e,\"cubehelix\",function(){return o.a})},function(t,e,n){\"use strict\";function r(){T.ReactReconcileTransaction&&x?void 0:l(\"123\")}function i(){this.reinitializeTransaction(),this.dirtyComponentsLength=null,this.callbackQueue=p.getPooled(),this.reconcileTransaction=T.ReactReconcileTransaction.getPooled(!0)}function o(t,e,n,i,o,a){return r(),x.batchedUpdates(t,e,n,i,o,a)}function a(t,e){return t._mountOrder-e._mountOrder}function u(t){var e=t.dirtyComponentsLength;e!==m.length?l(\"124\",e,m.length):void 0,m.sort(a),y++;for(var n=0;n<e;n++){var r=m[n],i=r._pendingCallbacks;r._pendingCallbacks=null;var o;if(d.logTopLevelRenders){var u=r;r._currentElement.type.isReactTopLevelWrapper&&(u=r._renderedComponent),o=\"React update: \"+u.getName(),console.time(o)}if(v.performUpdateIfNecessary(r,t.reconcileTransaction,y),o&&console.timeEnd(o),i)for(var c=0;c<i.length;c++)t.callbackQueue.enqueue(i[c],r.getPublicInstance())}}function c(t){return r(),x.isBatchingUpdates?(m.push(t),void(null==t._updateBatchNumber&&(t._updateBatchNumber=y+1))):void x.batchedUpdates(c,t)}function s(t,e){x.isBatchingUpdates?void 0:l(\"125\"),_.enqueue(t,e),b=!0}var l=n(2),f=n(3),p=n(155),h=n(17),d=n(160),v=n(24),g=n(53),m=(n(0),[]),y=0,_=p.getPooled(),b=!1,x=null,w={initialize:function(){this.dirtyComponentsLength=m.length},close:function(){this.dirtyComponentsLength!==m.length?(m.splice(0,this.dirtyComponentsLength),k()):m.length=0}},C={initialize:function(){this.callbackQueue.reset()},close:function(){this.callbackQueue.notifyAll()}},M=[w,C];f(i.prototype,g,{getTransactionWrappers:function(){return M},destructor:function(){this.dirtyComponentsLength=null,p.release(this.callbackQueue),this.callbackQueue=null,T.ReactReconcileTransaction.release(this.reconcileTransaction),this.reconcileTransaction=null},perform:function(t,e,n){return g.perform.call(this,this.reconcileTransaction.perform,this.reconcileTransaction,t,e,n)}}),h.addPoolingTo(i);var k=function(){for(;m.length||b;){if(m.length){var t=i.getPooled();t.perform(u,null,t),i.release(t)}if(b){b=!1;var e=_;_=p.getPooled(),e.notifyAll(),p.release(e)}}},E={injectReconcileTransaction:function(t){t?void 0:l(\"126\"),T.ReactReconcileTransaction=t},injectBatchingStrategy:function(t){t?void 0:l(\"127\"),\"function\"!=typeof t.batchedUpdates?l(\"128\"):void 0,\"boolean\"!=typeof t.isBatchingUpdates?l(\"129\"):void 0,x=t}},T={ReactReconcileTransaction:null,batchedUpdates:o,enqueueUpdate:c,flushBatchedUpdates:k,injection:E,asap:s};t.exports=T},function(t,e,n){\"use strict\";var r=n(102);n.d(e,\"c\",function(){return r.a});var i=n(18);n.d(e,\"f\",function(){return i.a});var o=n(103);n.d(e,\"d\",function(){return o.a});var a=(n(185),n(104),n(105),n(186),n(197),n(198),n(108),n(188),n(189),n(190),n(191),n(106),n(192),n(193),n(57));n.d(e,\"e\",function(){return a.a});var u=n(107);n.d(e,\"g\",function(){return u.a});var c=(n(194),n(195),n(196),n(109));n.d(e,\"a\",function(){return c.a}),n.d(e,\"b\",function(){return c.b});n(110),n(111),n(199)},function(t,e,n){\"use strict\";n.d(e,\"e\",function(){return r}),n.d(e,\"d\",function(){return i}),n.d(e,\"c\",function(){return o}),n.d(e,\"b\",function(){return a}),n.d(e,\"a\",function(){return u});var r=1e3,i=6e4,o=36e5,a=864e5,u=6048e5},function(t,e,n){\"use strict\";function r(t,e,n,r){this.dispatchConfig=t,this._targetInst=e,this.nativeEvent=n;var i=this.constructor.Interface;for(var o in i)if(i.hasOwnProperty(o)){var u=i[o];u?this[o]=u(n):\"target\"===o?this.target=r:this[o]=n[o]}var c=null!=n.defaultPrevented?n.defaultPrevented:n.returnValue===!1;return c?this.isDefaultPrevented=a.thatReturnsTrue:this.isDefaultPrevented=a.thatReturnsFalse,this.isPropagationStopped=a.thatReturnsFalse,this}var i=n(3),o=n(17),a=n(8),u=(n(1),\"function\"==typeof Proxy,[\"dispatchConfig\",\"_targetInst\",\"nativeEvent\",\"isDefaultPrevented\",\"isPropagationStopped\",\"_dispatchListeners\",\"_dispatchInstances\"]),c={type:null,target:null,currentTarget:a.thatReturnsNull,eventPhase:null,bubbles:null,cancelable:null,timeStamp:function(t){return t.timeStamp||Date.now()},defaultPrevented:null,isTrusted:null};i(r.prototype,{preventDefault:function(){this.defaultPrevented=!0;var t=this.nativeEvent;t&&(t.preventDefault?t.preventDefault():\"unknown\"!=typeof t.returnValue&&(t.returnValue=!1),this.isDefaultPrevented=a.thatReturnsTrue)},stopPropagation:function(){var t=this.nativeEvent;t&&(t.stopPropagation?t.stopPropagation():\"unknown\"!=typeof t.cancelBubble&&(t.cancelBubble=!0),this.isPropagationStopped=a.thatReturnsTrue)},persist:function(){this.isPersistent=a.thatReturnsTrue},isPersistent:a.thatReturnsFalse,destructor:function(){var t=this.constructor.Interface;for(var e in t)this[e]=null;for(var n=0;n<u.length;n++)this[u[n]]=null}}),r.Interface=c,r.augmentClass=function(t,e){var n=this,r=function(){};r.prototype=n.prototype;var a=new r;i(a,t.prototype),t.prototype=a,t.prototype.constructor=t,t.Interface=i({},n.Interface,e),t.augmentClass=n.augmentClass,o.addPoolingTo(t,o.fourArgumentPooler)},o.addPoolingTo(r,o.fourArgumentPooler),t.exports=r},function(t,e,n){\"use strict\";var r={current:null};t.exports=r},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i}),n.d(e,\"b\",function(){return o});var r=Array.prototype,i=r.map,o=r.slice},function(t,e,n){\"use strict\";var r=n(2),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e?void 0:r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=10,l=i,f=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||l,n.poolSize||(n.poolSize=s),n.release=c,n},p={addPoolingTo:f,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=p},function(t,e,n){\"use strict\";e.a=function(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";function r(t){if(g){var e=t.node,n=t.children;if(n.length)for(var r=0;r<n.length;r++)m(e,n[r],null);else null!=t.html?f(e,t.html):null!=t.text&&h(e,t.text)}}function i(t,e){t.parentNode.replaceChild(e.node,t),r(e)}function o(t,e){g?t.children.push(e):t.node.appendChild(e.node)}function a(t,e){g?t.html=e:f(t.node,e)}function u(t,e){g?t.text=e:h(t.node,e)}function c(){return this.node.nodeName}function s(t){return{node:t,children:[],html:null,text:null,toString:c}}var l=n(82),f=n(55),p=n(90),h=n(171),d=1,v=11,g=\"undefined\"!=typeof document&&\"number\"==typeof document.documentMode||\"undefined\"!=typeof navigator&&\"string\"==typeof navigator.userAgent&&/\\bEdge\\/\\d/.test(navigator.userAgent),m=p(function(t,e,n){e.node.nodeType===v||e.node.nodeType===d&&\"object\"===e.node.nodeName.toLowerCase()&&(null==e.node.namespaceURI||e.node.namespaceURI===l.html)?(r(e),t.insertBefore(e.node,n)):(t.insertBefore(e.node,n),r(e))});s.insertTreeBefore=m,s.replaceChildWithTree=i,s.queueChild=o,s.queueHTML=a,s.queueText=u,t.exports=s},function(t,e,n){\"use strict\";function r(t,e){return(t&e)===e}var i=n(2),o=(n(0),{MUST_USE_PROPERTY:1,HAS_BOOLEAN_VALUE:4,HAS_NUMERIC_VALUE:8,HAS_POSITIVE_NUMERIC_VALUE:24,HAS_OVERLOADED_BOOLEAN_VALUE:32,injectDOMPropertyConfig:function(t){var e=o,n=t.Properties||{},a=t.DOMAttributeNamespaces||{},c=t.DOMAttributeNames||{},s=t.DOMPropertyNames||{},l=t.DOMMutationMethods||{};t.isCustomAttribute&&u._isCustomAttributeFunctions.push(t.isCustomAttribute);for(var f in n){u.properties.hasOwnProperty(f)?i(\"48\",f):void 0;var p=f.toLowerCase(),h=n[f],d={attributeName:p,attributeNamespace:null,propertyName:f,mutationMethod:null,mustUseProperty:r(h,e.MUST_USE_PROPERTY),hasBooleanValue:r(h,e.HAS_BOOLEAN_VALUE),hasNumericValue:r(h,e.HAS_NUMERIC_VALUE),hasPositiveNumericValue:r(h,e.HAS_POSITIVE_NUMERIC_VALUE),hasOverloadedBooleanValue:r(h,e.HAS_OVERLOADED_BOOLEAN_VALUE)};if(d.hasBooleanValue+d.hasNumericValue+d.hasOverloadedBooleanValue<=1?void 0:i(\"50\",f),c.hasOwnProperty(f)){var v=c[f];d.attributeName=v}a.hasOwnProperty(f)&&(d.attributeNamespace=a[f]),s.hasOwnProperty(f)&&(d.propertyName=s[f]),l.hasOwnProperty(f)&&(d.mutationMethod=l[f]),u.properties[f]=d}}}),a=\":A-Z_a-z\\\\u00C0-\\\\u00D6\\\\u00D8-\\\\u00F6\\\\u00F8-\\\\u02FF\\\\u0370-\\\\u037D\\\\u037F-\\\\u1FFF\\\\u200C-\\\\u200D\\\\u2070-\\\\u218F\\\\u2C00-\\\\u2FEF\\\\u3001-\\\\uD7FF\\\\uF900-\\\\uFDCF\\\\uFDF0-\\\\uFFFD\",u={ID_ATTRIBUTE_NAME:\"data-reactid\",ROOT_ATTRIBUTE_NAME:\"data-reactroot\",ATTRIBUTE_NAME_START_CHAR:a,ATTRIBUTE_NAME_CHAR:a+\"\\\\-.0-9\\\\u00B7\\\\u0300-\\\\u036F\\\\u203F-\\\\u2040\",properties:{},getPossibleStandardName:null,_isCustomAttributeFunctions:[],isCustomAttribute:function(t){for(var e=0;e<u._isCustomAttributeFunctions.length;e++){var n=u._isCustomAttributeFunctions[e];if(n(t))return!0}return!1},injection:o};t.exports=u},function(t,e,n){\"use strict\";function r(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}function i(t,e,n){switch(t){case\"onClick\":case\"onClickCapture\":case\"onDoubleClick\":case\"onDoubleClickCapture\":case\"onMouseDown\":case\"onMouseDownCapture\":case\"onMouseMove\":case\"onMouseMoveCapture\":case\"onMouseUp\":case\"onMouseUpCapture\":return!(!n.disabled||!r(e));default:return!1}}var o=n(2),a=n(83),u=n(50),c=n(87),s=n(165),l=n(166),f=(n(0),{}),p=null,h=function(t,e){t&&(u.executeDispatchesInOrder(t,e),t.isPersistent()||t.constructor.release(t))},d=function(t){return h(t,!0)},v=function(t){return h(t,!1)},g=function(t){return\".\"+t._rootNodeID},m={injection:{injectEventPluginOrder:a.injectEventPluginOrder,injectEventPluginsByName:a.injectEventPluginsByName},putListener:function(t,e,n){\"function\"!=typeof n?o(\"94\",e,typeof n):void 0;var r=g(t),i=f[e]||(f[e]={});i[r]=n;var u=a.registrationNameModules[e];u&&u.didPutListener&&u.didPutListener(t,e,n)},getListener:function(t,e){var n=f[e];if(i(e,t._currentElement.type,t._currentElement.props))return null;var r=g(t);return n&&n[r]},deleteListener:function(t,e){var n=a.registrationNameModules[e];n&&n.willDeleteListener&&n.willDeleteListener(t,e);var r=f[e];if(r){var i=g(t);delete r[i]}},deleteAllListeners:function(t){var e=g(t);for(var n in f)if(f.hasOwnProperty(n)&&f[n][e]){var r=a.registrationNameModules[n];r&&r.willDeleteListener&&r.willDeleteListener(t,n),delete f[n][e]}},extractEvents:function(t,e,n,r){for(var i,o=a.plugins,u=0;u<o.length;u++){var c=o[u];if(c){var l=c.extractEvents(t,e,n,r);l&&(i=s(i,l))}}return i},enqueueEvents:function(t){t&&(p=s(p,t))},processEventQueue:function(t){var e=p;p=null,t?l(e,d):l(e,v),p?o(\"95\"):void 0,c.rethrowCaughtError()},__purge:function(){f={}},__getListenerBank:function(){return f}};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n){var r=e.dispatchConfig.phasedRegistrationNames[n];return m(t,r)}function i(t,e,n){var i=r(t,n,e);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}function o(t){t&&t.dispatchConfig.phasedRegistrationNames&&d.traverseTwoPhase(t._targetInst,i,t)}function a(t){if(t&&t.dispatchConfig.phasedRegistrationNames){var e=t._targetInst,n=e?d.getParentInstance(e):null;d.traverseTwoPhase(n,i,t)}}function u(t,e,n){if(n&&n.dispatchConfig.registrationName){var r=n.dispatchConfig.registrationName,i=m(t,r);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}}function c(t){t&&t.dispatchConfig.registrationName&&u(t._targetInst,null,t)}function s(t){g(t,o)}function l(t){g(t,a)}function f(t,e,n,r){d.traverseEnterLeave(n,r,u,t,e)}function p(t){g(t,c)}var h=n(22),d=n(50),v=n(165),g=n(166),m=(n(1),h.getListener),y={accumulateTwoPhaseDispatches:s,accumulateTwoPhaseDispatchesSkipTarget:l,accumulateDirectDispatches:p,accumulateEnterLeaveDispatches:f};t.exports=y},function(t,e,n){\"use strict\";function r(){i.attachRefs(this,this._currentElement)}var i=n(368),o=(n(9),n(1),{mountComponent:function(t,e,n,i,o,a){var u=t.mountComponent(e,n,i,o,a);return t._currentElement&&null!=t._currentElement.ref&&e.getReactMountReady().enqueue(r,t),u},getHostNode:function(t){return t.getHostNode()},unmountComponent:function(t,e){i.detachRefs(t,t._currentElement),t.unmountComponent(e)},receiveComponent:function(t,e,n,o){var a=t._currentElement;if(e!==a||o!==t._context){var u=i.shouldUpdateRefs(a,e);u&&i.detachRefs(t,a),t.receiveComponent(e,n,o),u&&t._currentElement&&null!=t._currentElement.ref&&n.getReactMountReady().enqueue(r,t)}},performUpdateIfNecessary:function(t,e,n){t._updateBatchNumber===n&&t.performUpdateIfNecessary(e)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o=n(93),a={view:function(t){if(t.view)return t.view;var e=o(t);if(e.window===e)return e;var n=e.ownerDocument;return n?n.defaultView||n.parentWindow:window},detail:function(t){return t.detail||0}};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(401),o=n(97),a=n(406),u=n(402),c=n(403),s=n(27),l=n(404),f=n(407),p=n(408),h=(n(1),s.createElement),d=s.createFactory,v=s.cloneElement,g=r,m={Children:{map:i.map,forEach:i.forEach,count:i.count,toArray:i.toArray,only:p},Component:o,PureComponent:a,createElement:h,cloneElement:v,isValidElement:s.isValidElement,PropTypes:l,createClass:u.createClass,createFactory:d,createMixin:function(t){return t},DOM:c,version:f,__spread:g};t.exports=m},function(t,e,n){\"use strict\";function r(t){return void 0!==t.ref}function i(t){return void 0!==t.key}var o=n(3),a=n(15),u=(n(1),n(176),Object.prototype.hasOwnProperty),c=n(174),s={key:!0,ref:!0,__self:!0,__source:!0},l=function(t,e,n,r,i,o,a){var u={$$typeof:c,type:t,key:e,ref:n,props:a,_owner:o};return u};l.createElement=function(t,e,n){var o,c={},f=null,p=null,h=null,d=null;if(null!=e){r(e)&&(p=e.ref),i(e)&&(f=\"\"+e.key),h=void 0===e.__self?null:e.__self,d=void 0===e.__source?null:e.__source;for(o in e)u.call(e,o)&&!s.hasOwnProperty(o)&&(c[o]=e[o])}var v=arguments.length-2;if(1===v)c.children=n;else if(v>1){for(var g=Array(v),m=0;m<v;m++)g[m]=arguments[m+2];c.children=g}if(t&&t.defaultProps){var y=t.defaultProps;for(o in y)void 0===c[o]&&(c[o]=y[o])}return l(t,f,p,h,d,a.current,c)},l.createFactory=function(t){var e=l.createElement.bind(null,t);return e.type=t,e},l.cloneAndReplaceKey=function(t,e){var n=l(t.type,e,t.ref,t._self,t._source,t._owner,t.props);return n},l.cloneElement=function(t,e,n){var c,f=o({},t.props),p=t.key,h=t.ref,d=t._self,v=t._source,g=t._owner;if(null!=e){r(e)&&(h=e.ref,g=a.current),i(e)&&(p=\"\"+e.key);var m;t.type&&t.type.defaultProps&&(m=t.type.defaultProps);for(c in e)u.call(e,c)&&!s.hasOwnProperty(c)&&(void 0===e[c]&&void 0!==m?f[c]=m[c]:f[c]=e[c])}var y=arguments.length-2;if(1===y)f.children=n;else if(y>1){for(var _=Array(y),b=0;b<y;b++)_[b]=arguments[b+2];f.children=_}return l(t.type,p,h,d,v,g,f)},l.isValidElement=function(t){return\"object\"==typeof t&&null!==t&&t.$$typeof===c},t.exports=l},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";e.a=function(t){return null===t?NaN:+t}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(211);n.d(e,\"formatDefaultLocale\",function(){return r.a}),n.d(e,\"format\",function(){return r.b}),n.d(e,\"formatPrefix\",function(){return r.c});var i=n(117);n.d(e,\"formatLocale\",function(){return i.a});var o=n(115);n.d(e,\"formatSpecifier\",function(){return o.a});var a=n(215);n.d(e,\"precisionFixed\",function(){return a.a});var u=n(216);n.d(e,\"precisionPrefix\",function(){return u.a});var c=n(217);n.d(e,\"precisionRound\",function(){return c.a})},function(t,e,n){\"use strict\";var r=n(63);n.d(e,\"b\",function(){return r.a});var i=(n(118),n(62),n(119),n(121),n(43));n.d(e,\"a\",function(){return i.a});var o=(n(122),n(223));n.d(e,\"c\",function(){return o.a});var a=(n(124),n(225),n(227),n(123),n(220),n(221),n(219),n(218));n.d(e,\"d\",function(){return a.a});n(222)},function(t,e,n){\"use strict\";function r(t,e){return function(n){return t+n*e}}function i(t,e,n){return t=Math.pow(t,n),e=Math.pow(e,n)-t,n=1/n,function(r){return Math.pow(t+r*e,n)}}function o(t,e){var i=e-t;return i?r(t,i>180||i<-180?i-360*Math.round(i/360):i):n.i(c.a)(isNaN(t)?e:t)}function a(t){return 1===(t=+t)?u:function(e,r){return r-e?i(e,r,t):n.i(c.a)(isNaN(e)?r:e)}}function u(t,e){var i=e-t;return i?r(t,i):n.i(c.a)(isNaN(t)?e:t)}var c=n(120);e.b=o,e.c=a,e.a=u},function(t,e,n){\"use strict\";e.a=function(t){return t.match(/.{6}/g).map(function(t){return\"#\"+t})}},function(t,e,n){\"use strict\";function r(t){var e=t.domain;return t.ticks=function(t){var r=e();return n.i(o.a)(r[0],r[r.length-1],null==t?10:t)},t.tickFormat=function(t,r){return n.i(c.a)(e(),t,r)},t.nice=function(r){var i=e(),a=i.length-1,u=null==r?10:r,c=i[0],s=i[a],l=n.i(o.b)(c,s,u);return l&&(l=n.i(o.b)(Math.floor(c/l)*l,Math.ceil(s/l)*l,u),i[0]=Math.floor(c/l)*l,i[a]=Math.ceil(s/l)*l,e(i)),t},t}function i(){var t=n.i(u.a)(u.b,a.a);return t.copy=function(){return n.i(u.c)(t,i())},r(t)}var o=n(12),a=n(31),u=n(45),c=n(243);e.b=r,e.a=i},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r}),n.d(e,\"b\",function(){return i}),n.d(e,\"d\",function(){return o}),n.d(e,\"c\",function(){return a});var r=1e-12,i=Math.PI,o=i/2,a=2*i},function(t,e,n){\"use strict\";e.a=function(t,e){if((r=t.length)>1)for(var n,r,i=1,o=t[e[0]],a=o.length;i<r;++i){n=o,o=t[e[i]];for(var u=0;u<a;++u)o[u][1]+=o[u][0]=isNaN(n[u][1])?n[u][0]:n[u][1]}}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=t.length,n=new Array(e);--e>=0;)n[e]=e;return n}},function(t,e,n){\"use strict\";var r={};t.exports=r},function(t,e,n){(function(t,r){var i;(function(){function o(t,e){return t.set(e[0],e[1]),t}function a(t,e){return t.add(e),t}function u(t,e,n){switch(n.length){case 0:return t.call(e);case 1:return t.call(e,n[0]);case 2:return t.call(e,n[0],n[1]);case 3:return t.call(e,n[0],n[1],n[2])}return t.apply(e,n)}function c(t,e,n,r){for(var i=-1,o=null==t?0:t.length;++i<o;){var a=t[i];e(r,a,n(a),t)}return r}function s(t,e){for(var n=-1,r=null==t?0:t.length;++n<r&&e(t[n],n,t)!==!1;);return t}function l(t,e){for(var n=null==t?0:t.length;n--&&e(t[n],n,t)!==!1;);return t}function f(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(!e(t[n],n,t))return!1;return!0}function p(t,e){for(var n=-1,r=null==t?0:t.length,i=0,o=[];++n<r;){var a=t[n];e(a,n,t)&&(o[i++]=a)}return o}function h(t,e){var n=null==t?0:t.length;return!!n&&M(t,e,0)>-1}function d(t,e,n){for(var r=-1,i=null==t?0:t.length;++r<i;)if(n(e,t[r]))return!0;return!1}function v(t,e){for(var n=-1,r=null==t?0:t.length,i=Array(r);++n<r;)i[n]=e(t[n],n,t);return i}function g(t,e){for(var n=-1,r=e.length,i=t.length;++n<r;)t[i+n]=e[n];return t}function m(t,e,n,r){var i=-1,o=null==t?0:t.length;for(r&&o&&(n=t[++i]);++i<o;)n=e(n,t[i],i,t);return n}function y(t,e,n,r){var i=null==t?0:t.length;for(r&&i&&(n=t[--i]);i--;)n=e(n,t[i],i,t);return n}function _(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(e(t[n],n,t))return!0;return!1}function b(t){return t.split(\"\")}function x(t){return t.match(ze)||[]}function w(t,e,n){var r;return n(t,function(t,n,i){if(e(t,n,i))return r=n,!1}),r}function C(t,e,n,r){for(var i=t.length,o=n+(r?1:-1);r?o--:++o<i;)if(e(t[o],o,t))return o;return-1}function M(t,e,n){return e===e?Z(t,e,n):C(t,E,n)}function k(t,e,n,r){for(var i=n-1,o=t.length;++i<o;)if(r(t[i],e))return i;return-1}function E(t){return t!==t}function T(t,e){var n=null==t?0:t.length;return n?O(t,e)/n:Ut}function S(t){return function(e){return null==e?it:e[t]}}function P(t){return function(e){return null==t?it:t[e]}}function N(t,e,n,r,i){return i(t,function(t,i,o){n=r?(r=!1,t):e(n,t,i,o)}),n}function A(t,e){var n=t.length;for(t.sort(e);n--;)t[n]=t[n].value;return t}function O(t,e){for(var n,r=-1,i=t.length;++r<i;){var o=e(t[r]);o!==it&&(n=n===it?o:n+o)}return n}function I(t,e){for(var n=-1,r=Array(t);++n<t;)r[n]=e(n);return r}function D(t,e){return v(e,function(e){return[e,t[e]]})}function R(t){return function(e){return t(e)}}function L(t,e){return v(e,function(e){return t[e]})}function U(t,e){return t.has(e)}function F(t,e){for(var n=-1,r=t.length;++n<r&&M(e,t[n],0)>-1;);return n}function j(t,e){for(var n=t.length;n--&&M(e,t[n],0)>-1;);return n}function B(t,e){for(var n=t.length,r=0;n--;)t[n]===e&&++r;return r}function W(t){return\"\\\\\"+nr[t]}function V(t,e){return null==t?it:t[e]}function z(t){return Kn.test(t)}function H(t){return Gn.test(t)}function q(t){for(var e,n=[];!(e=t.next()).done;)n.push(e.value);return n}function Y(t){var e=-1,n=Array(t.size);return t.forEach(function(t,r){n[++e]=[r,t]}),n}function K(t,e){return function(n){return t(e(n))}}function G(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n];a!==e&&a!==ft||(t[n]=ft,o[i++]=n)}return o}function $(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=t}),n}function X(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=[t,t]}),n}function Z(t,e,n){for(var r=n-1,i=t.length;++r<i;)if(t[r]===e)return r;return-1}function Q(t,e,n){for(var r=n+1;r--;)if(t[r]===e)return r;return r}function J(t){return z(t)?et(t):_r(t)}function tt(t){return z(t)?nt(t):b(t)}function et(t){for(var e=qn.lastIndex=0;qn.test(t);)++e;return e}function nt(t){return t.match(qn)||[]}function rt(t){return t.match(Yn)||[]}var it,ot=\"4.17.4\",at=200,ut=\"Unsupported core-js use. Try https://npms.io/search?q=ponyfill.\",ct=\"Expected a function\",st=\"__lodash_hash_undefined__\",lt=500,ft=\"__lodash_placeholder__\",pt=1,ht=2,dt=4,vt=1,gt=2,mt=1,yt=2,_t=4,bt=8,xt=16,wt=32,Ct=64,Mt=128,kt=256,Et=512,Tt=30,St=\"...\",Pt=800,Nt=16,At=1,Ot=2,It=3,Dt=1/0,Rt=9007199254740991,Lt=1.7976931348623157e308,Ut=NaN,Ft=4294967295,jt=Ft-1,Bt=Ft>>>1,Wt=[[\"ary\",Mt],[\"bind\",mt],[\"bindKey\",yt],[\"curry\",bt],[\"curryRight\",xt],[\"flip\",Et],[\"partial\",wt],[\"partialRight\",Ct],[\"rearg\",kt]],Vt=\"[object Arguments]\",zt=\"[object Array]\",Ht=\"[object AsyncFunction]\",qt=\"[object Boolean]\",Yt=\"[object Date]\",Kt=\"[object DOMException]\",Gt=\"[object Error]\",$t=\"[object Function]\",Xt=\"[object GeneratorFunction]\",Zt=\"[object Map]\",Qt=\"[object Number]\",Jt=\"[object Null]\",te=\"[object Object]\",ee=\"[object Promise]\",ne=\"[object Proxy]\",re=\"[object RegExp]\",ie=\"[object Set]\",oe=\"[object String]\",ae=\"[object Symbol]\",ue=\"[object Undefined]\",ce=\"[object WeakMap]\",se=\"[object WeakSet]\",le=\"[object ArrayBuffer]\",fe=\"[object DataView]\",pe=\"[object Float32Array]\",he=\"[object Float64Array]\",de=\"[object Int8Array]\",ve=\"[object Int16Array]\",ge=\"[object Int32Array]\",me=\"[object Uint8Array]\",ye=\"[object Uint8ClampedArray]\",_e=\"[object Uint16Array]\",be=\"[object Uint32Array]\",xe=/\\b__p \\+= '';/g,we=/\\b(__p \\+=) '' \\+/g,Ce=/(__e\\(.*?\\)|\\b__t\\)) \\+\\n'';/g,Me=/&(?:amp|lt|gt|quot|#39);/g,ke=/[&<>\"']/g,Ee=RegExp(Me.source),Te=RegExp(ke.source),Se=/<%-([\\s\\S]+?)%>/g,Pe=/<%([\\s\\S]+?)%>/g,Ne=/<%=([\\s\\S]+?)%>/g,Ae=/\\.|\\[(?:[^[\\]]*|([\"'])(?:(?!\\1)[^\\\\]|\\\\.)*?\\1)\\]/,Oe=/^\\w*$/,Ie=/^\\./,De=/[^.[\\]]+|\\[(?:(-?\\d+(?:\\.\\d+)?)|([\"'])((?:(?!\\2)[^\\\\]|\\\\.)*?)\\2)\\]|(?=(?:\\.|\\[\\])(?:\\.|\\[\\]|$))/g,Re=/[\\\\^$.*+?()[\\]{}|]/g,Le=RegExp(Re.source),Ue=/^\\s+|\\s+$/g,Fe=/^\\s+/,je=/\\s+$/,Be=/\\{(?:\\n\\/\\* \\[wrapped with .+\\] \\*\\/)?\\n?/,We=/\\{\\n\\/\\* \\[wrapped with (.+)\\] \\*/,Ve=/,? & /,ze=/[^\\x00-\\x2f\\x3a-\\x40\\x5b-\\x60\\x7b-\\x7f]+/g,He=/\\\\(\\\\)?/g,qe=/\\$\\{([^\\\\}]*(?:\\\\.[^\\\\}]*)*)\\}/g,Ye=/\\w*$/,Ke=/^[-+]0x[0-9a-f]+$/i,Ge=/^0b[01]+$/i,$e=/^\\[object .+?Constructor\\]$/,Xe=/^0o[0-7]+$/i,Ze=/^(?:0|[1-9]\\d*)$/,Qe=/[\\xc0-\\xd6\\xd8-\\xf6\\xf8-\\xff\\u0100-\\u017f]/g,Je=/($^)/,tn=/['\\n\\r\\u2028\\u2029\\\\]/g,en=\"\\\\ud800-\\\\udfff\",nn=\"\\\\u0300-\\\\u036f\",rn=\"\\\\ufe20-\\\\ufe2f\",on=\"\\\\u20d0-\\\\u20ff\",an=nn+rn+on,un=\"\\\\u2700-\\\\u27bf\",cn=\"a-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xff\",sn=\"\\\\xac\\\\xb1\\\\xd7\\\\xf7\",ln=\"\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\",fn=\"\\\\u2000-\\\\u206f\",pn=\" \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\",hn=\"A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde\",dn=\"\\\\ufe0e\\\\ufe0f\",vn=sn+ln+fn+pn,gn=\"['’]\",mn=\"[\"+en+\"]\",yn=\"[\"+vn+\"]\",_n=\"[\"+an+\"]\",bn=\"\\\\d+\",xn=\"[\"+un+\"]\",wn=\"[\"+cn+\"]\",Cn=\"[^\"+en+vn+bn+un+cn+hn+\"]\",Mn=\"\\\\ud83c[\\\\udffb-\\\\udfff]\",kn=\"(?:\"+_n+\"|\"+Mn+\")\",En=\"[^\"+en+\"]\",Tn=\"(?:\\\\ud83c[\\\\udde6-\\\\uddff]){2}\",Sn=\"[\\\\ud800-\\\\udbff][\\\\udc00-\\\\udfff]\",Pn=\"[\"+hn+\"]\",Nn=\"\\\\u200d\",An=\"(?:\"+wn+\"|\"+Cn+\")\",On=\"(?:\"+Pn+\"|\"+Cn+\")\",In=\"(?:\"+gn+\"(?:d|ll|m|re|s|t|ve))?\",Dn=\"(?:\"+gn+\"(?:D|LL|M|RE|S|T|VE))?\",Rn=kn+\"?\",Ln=\"[\"+dn+\"]?\",Un=\"(?:\"+Nn+\"(?:\"+[En,Tn,Sn].join(\"|\")+\")\"+Ln+Rn+\")*\",Fn=\"\\\\d*(?:(?:1st|2nd|3rd|(?![123])\\\\dth)\\\\b)\",jn=\"\\\\d*(?:(?:1ST|2ND|3RD|(?![123])\\\\dTH)\\\\b)\",Bn=Ln+Rn+Un,Wn=\"(?:\"+[xn,Tn,Sn].join(\"|\")+\")\"+Bn,Vn=\"(?:\"+[En+_n+\"?\",_n,Tn,Sn,mn].join(\"|\")+\")\",zn=RegExp(gn,\"g\"),Hn=RegExp(_n,\"g\"),qn=RegExp(Mn+\"(?=\"+Mn+\")|\"+Vn+Bn,\"g\"),Yn=RegExp([Pn+\"?\"+wn+\"+\"+In+\"(?=\"+[yn,Pn,\"$\"].join(\"|\")+\")\",On+\"+\"+Dn+\"(?=\"+[yn,Pn+An,\"$\"].join(\"|\")+\")\",Pn+\"?\"+An+\"+\"+In,Pn+\"+\"+Dn,jn,Fn,bn,Wn].join(\"|\"),\"g\"),Kn=RegExp(\"[\"+Nn+en+an+dn+\"]\"),Gn=/[a-z][A-Z]|[A-Z]{2,}[a-z]|[0-9][a-zA-Z]|[a-zA-Z][0-9]|[^a-zA-Z0-9 ]/,$n=[\"Array\",\"Buffer\",\"DataView\",\"Date\",\"Error\",\"Float32Array\",\"Float64Array\",\"Function\",\"Int8Array\",\"Int16Array\",\"Int32Array\",\"Map\",\"Math\",\"Object\",\"Promise\",\"RegExp\",\"Set\",\"String\",\"Symbol\",\"TypeError\",\"Uint8Array\",\"Uint8ClampedArray\",\"Uint16Array\",\"Uint32Array\",\"WeakMap\",\"_\",\"clearTimeout\",\"isFinite\",\"parseInt\",\"setTimeout\"],Xn=-1,Zn={};Zn[pe]=Zn[he]=Zn[de]=Zn[ve]=Zn[ge]=Zn[me]=Zn[ye]=Zn[_e]=Zn[be]=!0,Zn[Vt]=Zn[zt]=Zn[le]=Zn[qt]=Zn[fe]=Zn[Yt]=Zn[Gt]=Zn[$t]=Zn[Zt]=Zn[Qt]=Zn[te]=Zn[re]=Zn[ie]=Zn[oe]=Zn[ce]=!1;var Qn={};Qn[Vt]=Qn[zt]=Qn[le]=Qn[fe]=Qn[qt]=Qn[Yt]=Qn[pe]=Qn[he]=Qn[de]=Qn[ve]=Qn[ge]=Qn[Zt]=Qn[Qt]=Qn[te]=Qn[re]=Qn[ie]=Qn[oe]=Qn[ae]=Qn[me]=Qn[ye]=Qn[_e]=Qn[be]=!0,Qn[Gt]=Qn[$t]=Qn[ce]=!1;var Jn={\"À\":\"A\",\"Á\":\"A\",\"Â\":\"A\",\"Ã\":\"A\",\"Ä\":\"A\",\"Å\":\"A\",\"à\":\"a\",\"á\":\"a\",\"â\":\"a\",\"ã\":\"a\",\"ä\":\"a\",\"å\":\"a\",\"Ç\":\"C\",\"ç\":\"c\",\"Ð\":\"D\",\"ð\":\"d\",\"È\":\"E\",\"É\":\"E\",\"Ê\":\"E\",\"Ë\":\"E\",\"è\":\"e\",\"é\":\"e\",\"ê\":\"e\",\"ë\":\"e\",\"Ì\":\"I\",\"Í\":\"I\",\"Î\":\"I\",\"Ï\":\"I\",\"ì\":\"i\",\"í\":\"i\",\"î\":\"i\",\"ï\":\"i\",\"Ñ\":\"N\",\"ñ\":\"n\",\"Ò\":\"O\",\"Ó\":\"O\",\"Ô\":\"O\",\"Õ\":\"O\",\"Ö\":\"O\",\"Ø\":\"O\",\"ò\":\"o\",\"ó\":\"o\",\"ô\":\"o\",\"õ\":\"o\",\"ö\":\"o\",\"ø\":\"o\",\"Ù\":\"U\",\"Ú\":\"U\",\"Û\":\"U\",\"Ü\":\"U\",\"ù\":\"u\",\"ú\":\"u\",\"û\":\"u\",\"ü\":\"u\",\"Ý\":\"Y\",\"ý\":\"y\",\"ÿ\":\"y\",\"Æ\":\"Ae\",\"æ\":\"ae\",\"Þ\":\"Th\",\"þ\":\"th\",\"ß\":\"ss\",\"Ā\":\"A\",\"Ă\":\"A\",\"Ą\":\"A\",\"ā\":\"a\",\"ă\":\"a\",\"ą\":\"a\",\"Ć\":\"C\",\"Ĉ\":\"C\",\"Ċ\":\"C\",\"Č\":\"C\",\"ć\":\"c\",\"ĉ\":\"c\",\"ċ\":\"c\",\"č\":\"c\",\"Ď\":\"D\",\"Đ\":\"D\",\"ď\":\"d\",\"đ\":\"d\",\"Ē\":\"E\",\"Ĕ\":\"E\",\"Ė\":\"E\",\"Ę\":\"E\",\"Ě\":\"E\",\"ē\":\"e\",\"ĕ\":\"e\",\"ė\":\"e\",\"ę\":\"e\",\"ě\":\"e\",\"Ĝ\":\"G\",\"Ğ\":\"G\",\"Ġ\":\"G\",\"Ģ\":\"G\",\"ĝ\":\"g\",\"ğ\":\"g\",\"ġ\":\"g\",\"ģ\":\"g\",\"Ĥ\":\"H\",\"Ħ\":\"H\",\"ĥ\":\"h\",\"ħ\":\"h\",\"Ĩ\":\"I\",\"Ī\":\"I\",\"Ĭ\":\"I\",\"Į\":\"I\",\"İ\":\"I\",\"ĩ\":\"i\",\"ī\":\"i\",\"ĭ\":\"i\",\"į\":\"i\",\"ı\":\"i\",\"Ĵ\":\"J\",\"ĵ\":\"j\",\"Ķ\":\"K\",\"ķ\":\"k\",\"ĸ\":\"k\",\"Ĺ\":\"L\",\"Ļ\":\"L\",\"Ľ\":\"L\",\"Ŀ\":\"L\",\"Ł\":\"L\",\"ĺ\":\"l\",\"ļ\":\"l\",\"ľ\":\"l\",\"ŀ\":\"l\",\"ł\":\"l\",\"Ń\":\"N\",\"Ņ\":\"N\",\"Ň\":\"N\",\"Ŋ\":\"N\",\"ń\":\"n\",\"ņ\":\"n\",\"ň\":\"n\",\"ŋ\":\"n\",\"Ō\":\"O\",\"Ŏ\":\"O\",\"Ő\":\"O\",\"ō\":\"o\",\"ŏ\":\"o\",\"ő\":\"o\",\"Ŕ\":\"R\",\"Ŗ\":\"R\",\"Ř\":\"R\",\"ŕ\":\"r\",\"ŗ\":\"r\",\"ř\":\"r\",\"Ś\":\"S\",\"Ŝ\":\"S\",\"Ş\":\"S\",\"Š\":\"S\",\"ś\":\"s\",\"ŝ\":\"s\",\"ş\":\"s\",\"š\":\"s\",\"Ţ\":\"T\",\"Ť\":\"T\",\"Ŧ\":\"T\",\"ţ\":\"t\",\"ť\":\"t\",\"ŧ\":\"t\",\"Ũ\":\"U\",\"Ū\":\"U\",\"Ŭ\":\"U\",\"Ů\":\"U\",\"Ű\":\"U\",\"Ų\":\"U\",\"ũ\":\"u\",\"ū\":\"u\",\"ŭ\":\"u\",\"ů\":\"u\",\"ű\":\"u\",\"ų\":\"u\",\"Ŵ\":\"W\",\"ŵ\":\"w\",\"Ŷ\":\"Y\",\"ŷ\":\"y\",\"Ÿ\":\"Y\",\"Ź\":\"Z\",\"Ż\":\"Z\",\"Ž\":\"Z\",\"ź\":\"z\",\"ż\":\"z\",\"ž\":\"z\",\"Ĳ\":\"IJ\",\n",
       "\"ĳ\":\"ij\",\"Œ\":\"Oe\",\"œ\":\"oe\",\"ŉ\":\"'n\",\"ſ\":\"s\"},tr={\"&\":\"&amp;\",\"<\":\"&lt;\",\">\":\"&gt;\",'\"':\"&quot;\",\"'\":\"&#39;\"},er={\"&amp;\":\"&\",\"&lt;\":\"<\",\"&gt;\":\">\",\"&quot;\":'\"',\"&#39;\":\"'\"},nr={\"\\\\\":\"\\\\\",\"'\":\"'\",\"\\n\":\"n\",\"\\r\":\"r\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},rr=parseFloat,ir=parseInt,or=\"object\"==typeof t&&t&&t.Object===Object&&t,ar=\"object\"==typeof self&&self&&self.Object===Object&&self,ur=or||ar||Function(\"return this\")(),cr=\"object\"==typeof e&&e&&!e.nodeType&&e,sr=cr&&\"object\"==typeof r&&r&&!r.nodeType&&r,lr=sr&&sr.exports===cr,fr=lr&&or.process,pr=function(){try{return fr&&fr.binding&&fr.binding(\"util\")}catch(t){}}(),hr=pr&&pr.isArrayBuffer,dr=pr&&pr.isDate,vr=pr&&pr.isMap,gr=pr&&pr.isRegExp,mr=pr&&pr.isSet,yr=pr&&pr.isTypedArray,_r=S(\"length\"),br=P(Jn),xr=P(tr),wr=P(er),Cr=function t(e){function n(t){if(sc(t)&&!xp(t)&&!(t instanceof b)){if(t instanceof i)return t;if(bl.call(t,\"__wrapped__\"))return aa(t)}return new i(t)}function r(){}function i(t,e){this.__wrapped__=t,this.__actions__=[],this.__chain__=!!e,this.__index__=0,this.__values__=it}function b(t){this.__wrapped__=t,this.__actions__=[],this.__dir__=1,this.__filtered__=!1,this.__iteratees__=[],this.__takeCount__=Ft,this.__views__=[]}function P(){var t=new b(this.__wrapped__);return t.__actions__=Bi(this.__actions__),t.__dir__=this.__dir__,t.__filtered__=this.__filtered__,t.__iteratees__=Bi(this.__iteratees__),t.__takeCount__=this.__takeCount__,t.__views__=Bi(this.__views__),t}function Z(){if(this.__filtered__){var t=new b(this);t.__dir__=-1,t.__filtered__=!0}else t=this.clone(),t.__dir__*=-1;return t}function et(){var t=this.__wrapped__.value(),e=this.__dir__,n=xp(t),r=e<0,i=n?t.length:0,o=No(0,i,this.__views__),a=o.start,u=o.end,c=u-a,s=r?u:a-1,l=this.__iteratees__,f=l.length,p=0,h=Xl(c,this.__takeCount__);if(!n||!r&&i==c&&h==c)return xi(t,this.__actions__);var d=[];t:for(;c--&&p<h;){s+=e;for(var v=-1,g=t[s];++v<f;){var m=l[v],y=m.iteratee,_=m.type,b=y(g);if(_==Ot)g=b;else if(!b){if(_==At)continue t;break t}}d[p++]=g}return d}function nt(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function ze(){this.__data__=uf?uf(null):{},this.size=0}function en(t){var e=this.has(t)&&delete this.__data__[t];return this.size-=e?1:0,e}function nn(t){var e=this.__data__;if(uf){var n=e[t];return n===st?it:n}return bl.call(e,t)?e[t]:it}function rn(t){var e=this.__data__;return uf?e[t]!==it:bl.call(e,t)}function on(t,e){var n=this.__data__;return this.size+=this.has(t)?0:1,n[t]=uf&&e===it?st:e,this}function an(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function un(){this.__data__=[],this.size=0}function cn(t){var e=this.__data__,n=In(e,t);if(n<0)return!1;var r=e.length-1;return n==r?e.pop():Dl.call(e,n,1),--this.size,!0}function sn(t){var e=this.__data__,n=In(e,t);return n<0?it:e[n][1]}function ln(t){return In(this.__data__,t)>-1}function fn(t,e){var n=this.__data__,r=In(n,t);return r<0?(++this.size,n.push([t,e])):n[r][1]=e,this}function pn(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function hn(){this.size=0,this.__data__={hash:new nt,map:new(nf||an),string:new nt}}function dn(t){var e=Eo(this,t).delete(t);return this.size-=e?1:0,e}function vn(t){return Eo(this,t).get(t)}function gn(t){return Eo(this,t).has(t)}function mn(t,e){var n=Eo(this,t),r=n.size;return n.set(t,e),this.size+=n.size==r?0:1,this}function yn(t){var e=-1,n=null==t?0:t.length;for(this.__data__=new pn;++e<n;)this.add(t[e])}function _n(t){return this.__data__.set(t,st),this}function bn(t){return this.__data__.has(t)}function xn(t){var e=this.__data__=new an(t);this.size=e.size}function wn(){this.__data__=new an,this.size=0}function Cn(t){var e=this.__data__,n=e.delete(t);return this.size=e.size,n}function Mn(t){return this.__data__.get(t)}function kn(t){return this.__data__.has(t)}function En(t,e){var n=this.__data__;if(n instanceof an){var r=n.__data__;if(!nf||r.length<at-1)return r.push([t,e]),this.size=++n.size,this;n=this.__data__=new pn(r)}return n.set(t,e),this.size=n.size,this}function Tn(t,e){var n=xp(t),r=!n&&bp(t),i=!n&&!r&&Cp(t),o=!n&&!r&&!i&&Sp(t),a=n||r||i||o,u=a?I(t.length,hl):[],c=u.length;for(var s in t)!e&&!bl.call(t,s)||a&&(\"length\"==s||i&&(\"offset\"==s||\"parent\"==s)||o&&(\"buffer\"==s||\"byteLength\"==s||\"byteOffset\"==s)||Fo(s,c))||u.push(s);return u}function Sn(t){var e=t.length;return e?t[ni(0,e-1)]:it}function Pn(t,e){return na(Bi(t),jn(e,0,t.length))}function Nn(t){return na(Bi(t))}function An(t,e,n){(n===it||$u(t[e],n))&&(n!==it||e in t)||Un(t,e,n)}function On(t,e,n){var r=t[e];bl.call(t,e)&&$u(r,n)&&(n!==it||e in t)||Un(t,e,n)}function In(t,e){for(var n=t.length;n--;)if($u(t[n][0],e))return n;return-1}function Dn(t,e,n,r){return _f(t,function(t,i,o){e(r,t,n(t),o)}),r}function Rn(t,e){return t&&Wi(e,Hc(e),t)}function Ln(t,e){return t&&Wi(e,qc(e),t)}function Un(t,e,n){\"__proto__\"==e&&Fl?Fl(t,e,{configurable:!0,enumerable:!0,value:n,writable:!0}):t[e]=n}function Fn(t,e){for(var n=-1,r=e.length,i=al(r),o=null==t;++n<r;)i[n]=o?it:Wc(t,e[n]);return i}function jn(t,e,n){return t===t&&(n!==it&&(t=t<=n?t:n),e!==it&&(t=t>=e?t:e)),t}function Bn(t,e,n,r,i,o){var a,u=e&pt,c=e&ht,l=e&dt;if(n&&(a=i?n(t,r,i,o):n(t)),a!==it)return a;if(!cc(t))return t;var f=xp(t);if(f){if(a=Io(t),!u)return Bi(t,a)}else{var p=Af(t),h=p==$t||p==Xt;if(Cp(t))return Si(t,u);if(p==te||p==Vt||h&&!i){if(a=c||h?{}:Do(t),!u)return c?zi(t,Ln(a,t)):Vi(t,Rn(a,t))}else{if(!Qn[p])return i?t:{};a=Ro(t,p,Bn,u)}}o||(o=new xn);var d=o.get(t);if(d)return d;o.set(t,a);var v=l?c?wo:xo:c?qc:Hc,g=f?it:v(t);return s(g||t,function(r,i){g&&(i=r,r=t[i]),On(a,i,Bn(r,e,n,i,t,o))}),a}function Wn(t){var e=Hc(t);return function(n){return Vn(n,t,e)}}function Vn(t,e,n){var r=n.length;if(null==t)return!r;for(t=fl(t);r--;){var i=n[r],o=e[i],a=t[i];if(a===it&&!(i in t)||!o(a))return!1}return!0}function qn(t,e,n){if(\"function\"!=typeof t)throw new dl(ct);return Df(function(){t.apply(it,n)},e)}function Yn(t,e,n,r){var i=-1,o=h,a=!0,u=t.length,c=[],s=e.length;if(!u)return c;n&&(e=v(e,R(n))),r?(o=d,a=!1):e.length>=at&&(o=U,a=!1,e=new yn(e));t:for(;++i<u;){var l=t[i],f=null==n?l:n(l);if(l=r||0!==l?l:0,a&&f===f){for(var p=s;p--;)if(e[p]===f)continue t;c.push(l)}else o(e,f,r)||c.push(l)}return c}function Kn(t,e){var n=!0;return _f(t,function(t,r,i){return n=!!e(t,r,i)}),n}function Gn(t,e,n){for(var r=-1,i=t.length;++r<i;){var o=t[r],a=e(o);if(null!=a&&(u===it?a===a&&!bc(a):n(a,u)))var u=a,c=o}return c}function Jn(t,e,n,r){var i=t.length;for(n=Ec(n),n<0&&(n=-n>i?0:i+n),r=r===it||r>i?i:Ec(r),r<0&&(r+=i),r=n>r?0:Tc(r);n<r;)t[n++]=e;return t}function tr(t,e){var n=[];return _f(t,function(t,r,i){e(t,r,i)&&n.push(t)}),n}function er(t,e,n,r,i){var o=-1,a=t.length;for(n||(n=Uo),i||(i=[]);++o<a;){var u=t[o];e>0&&n(u)?e>1?er(u,e-1,n,r,i):g(i,u):r||(i[i.length]=u)}return i}function nr(t,e){return t&&xf(t,e,Hc)}function or(t,e){return t&&wf(t,e,Hc)}function ar(t,e){return p(e,function(e){return oc(t[e])})}function cr(t,e){e=Ei(e,t);for(var n=0,r=e.length;null!=t&&n<r;)t=t[ra(e[n++])];return n&&n==r?t:it}function sr(t,e,n){var r=e(t);return xp(t)?r:g(r,n(t))}function fr(t){return null==t?t===it?ue:Jt:Ul&&Ul in fl(t)?Po(t):Xo(t)}function pr(t,e){return t>e}function _r(t,e){return null!=t&&bl.call(t,e)}function Cr(t,e){return null!=t&&e in fl(t)}function kr(t,e,n){return t>=Xl(e,n)&&t<$l(e,n)}function Er(t,e,n){for(var r=n?d:h,i=t[0].length,o=t.length,a=o,u=al(o),c=1/0,s=[];a--;){var l=t[a];a&&e&&(l=v(l,R(e))),c=Xl(l.length,c),u[a]=!n&&(e||i>=120&&l.length>=120)?new yn(a&&l):it}l=t[0];var f=-1,p=u[0];t:for(;++f<i&&s.length<c;){var g=l[f],m=e?e(g):g;if(g=n||0!==g?g:0,!(p?U(p,m):r(s,m,n))){for(a=o;--a;){var y=u[a];if(!(y?U(y,m):r(t[a],m,n)))continue t}p&&p.push(m),s.push(g)}}return s}function Tr(t,e,n,r){return nr(t,function(t,i,o){e(r,n(t),i,o)}),r}function Sr(t,e,n){e=Ei(e,t),t=Qo(t,e);var r=null==t?t:t[ra(ka(e))];return null==r?it:u(r,t,n)}function Pr(t){return sc(t)&&fr(t)==Vt}function Nr(t){return sc(t)&&fr(t)==le}function Ar(t){return sc(t)&&fr(t)==Yt}function Or(t,e,n,r,i){return t===e||(null==t||null==e||!sc(t)&&!sc(e)?t!==t&&e!==e:Ir(t,e,n,r,Or,i))}function Ir(t,e,n,r,i,o){var a=xp(t),u=xp(e),c=a?zt:Af(t),s=u?zt:Af(e);c=c==Vt?te:c,s=s==Vt?te:s;var l=c==te,f=s==te,p=c==s;if(p&&Cp(t)){if(!Cp(e))return!1;a=!0,l=!1}if(p&&!l)return o||(o=new xn),a||Sp(t)?mo(t,e,n,r,i,o):yo(t,e,c,n,r,i,o);if(!(n&vt)){var h=l&&bl.call(t,\"__wrapped__\"),d=f&&bl.call(e,\"__wrapped__\");if(h||d){var v=h?t.value():t,g=d?e.value():e;return o||(o=new xn),i(v,g,n,r,o)}}return!!p&&(o||(o=new xn),_o(t,e,n,r,i,o))}function Dr(t){return sc(t)&&Af(t)==Zt}function Rr(t,e,n,r){var i=n.length,o=i,a=!r;if(null==t)return!o;for(t=fl(t);i--;){var u=n[i];if(a&&u[2]?u[1]!==t[u[0]]:!(u[0]in t))return!1}for(;++i<o;){u=n[i];var c=u[0],s=t[c],l=u[1];if(a&&u[2]){if(s===it&&!(c in t))return!1}else{var f=new xn;if(r)var p=r(s,l,c,t,e,f);if(!(p===it?Or(l,s,vt|gt,r,f):p))return!1}}return!0}function Lr(t){if(!cc(t)||zo(t))return!1;var e=oc(t)?El:$e;return e.test(ia(t))}function Ur(t){return sc(t)&&fr(t)==re}function Fr(t){return sc(t)&&Af(t)==ie}function jr(t){return sc(t)&&uc(t.length)&&!!Zn[fr(t)]}function Br(t){return\"function\"==typeof t?t:null==t?Ds:\"object\"==typeof t?xp(t)?Yr(t[0],t[1]):qr(t):Vs(t)}function Wr(t){if(!Ho(t))return Gl(t);var e=[];for(var n in fl(t))bl.call(t,n)&&\"constructor\"!=n&&e.push(n);return e}function Vr(t){if(!cc(t))return $o(t);var e=Ho(t),n=[];for(var r in t)(\"constructor\"!=r||!e&&bl.call(t,r))&&n.push(r);return n}function zr(t,e){return t<e}function Hr(t,e){var n=-1,r=Xu(t)?al(t.length):[];return _f(t,function(t,i,o){r[++n]=e(t,i,o)}),r}function qr(t){var e=To(t);return 1==e.length&&e[0][2]?Yo(e[0][0],e[0][1]):function(n){return n===t||Rr(n,t,e)}}function Yr(t,e){return Bo(t)&&qo(e)?Yo(ra(t),e):function(n){var r=Wc(n,t);return r===it&&r===e?zc(n,t):Or(e,r,vt|gt)}}function Kr(t,e,n,r,i){t!==e&&xf(e,function(o,a){if(cc(o))i||(i=new xn),Gr(t,e,a,n,Kr,r,i);else{var u=r?r(t[a],o,a+\"\",t,e,i):it;u===it&&(u=o),An(t,a,u)}},qc)}function Gr(t,e,n,r,i,o,a){var u=t[n],c=e[n],s=a.get(c);if(s)return void An(t,n,s);var l=o?o(u,c,n+\"\",t,e,a):it,f=l===it;if(f){var p=xp(c),h=!p&&Cp(c),d=!p&&!h&&Sp(c);l=c,p||h||d?xp(u)?l=u:Zu(u)?l=Bi(u):h?(f=!1,l=Si(c,!0)):d?(f=!1,l=Ri(c,!0)):l=[]:mc(c)||bp(c)?(l=u,bp(u)?l=Pc(u):(!cc(u)||r&&oc(u))&&(l=Do(c))):f=!1}f&&(a.set(c,l),i(l,c,r,o,a),a.delete(c)),An(t,n,l)}function $r(t,e){var n=t.length;if(n)return e+=e<0?n:0,Fo(e,n)?t[e]:it}function Xr(t,e,n){var r=-1;e=v(e.length?e:[Ds],R(ko()));var i=Hr(t,function(t,n,i){var o=v(e,function(e){return e(t)});return{criteria:o,index:++r,value:t}});return A(i,function(t,e){return Ui(t,e,n)})}function Zr(t,e){return Qr(t,e,function(e,n){return zc(t,n)})}function Qr(t,e,n){for(var r=-1,i=e.length,o={};++r<i;){var a=e[r],u=cr(t,a);n(u,a)&&ci(o,Ei(a,t),u)}return o}function Jr(t){return function(e){return cr(e,t)}}function ti(t,e,n,r){var i=r?k:M,o=-1,a=e.length,u=t;for(t===e&&(e=Bi(e)),n&&(u=v(t,R(n)));++o<a;)for(var c=0,s=e[o],l=n?n(s):s;(c=i(u,l,c,r))>-1;)u!==t&&Dl.call(u,c,1),Dl.call(t,c,1);return t}function ei(t,e){for(var n=t?e.length:0,r=n-1;n--;){var i=e[n];if(n==r||i!==o){var o=i;Fo(i)?Dl.call(t,i,1):yi(t,i)}}return t}function ni(t,e){return t+zl(Jl()*(e-t+1))}function ri(t,e,n,r){for(var i=-1,o=$l(Vl((e-t)/(n||1)),0),a=al(o);o--;)a[r?o:++i]=t,t+=n;return a}function ii(t,e){var n=\"\";if(!t||e<1||e>Rt)return n;do e%2&&(n+=t),e=zl(e/2),e&&(t+=t);while(e);return n}function oi(t,e){return Rf(Zo(t,e,Ds),t+\"\")}function ai(t){return Sn(rs(t))}function ui(t,e){var n=rs(t);return na(n,jn(e,0,n.length))}function ci(t,e,n,r){if(!cc(t))return t;e=Ei(e,t);for(var i=-1,o=e.length,a=o-1,u=t;null!=u&&++i<o;){var c=ra(e[i]),s=n;if(i!=a){var l=u[c];s=r?r(l,c,u):it,s===it&&(s=cc(l)?l:Fo(e[i+1])?[]:{})}On(u,c,s),u=u[c]}return t}function si(t){return na(rs(t))}function li(t,e,n){var r=-1,i=t.length;e<0&&(e=-e>i?0:i+e),n=n>i?i:n,n<0&&(n+=i),i=e>n?0:n-e>>>0,e>>>=0;for(var o=al(i);++r<i;)o[r]=t[r+e];return o}function fi(t,e){var n;return _f(t,function(t,r,i){return n=e(t,r,i),!n}),!!n}function pi(t,e,n){var r=0,i=null==t?r:t.length;if(\"number\"==typeof e&&e===e&&i<=Bt){for(;r<i;){var o=r+i>>>1,a=t[o];null!==a&&!bc(a)&&(n?a<=e:a<e)?r=o+1:i=o}return i}return hi(t,e,Ds,n)}function hi(t,e,n,r){e=n(e);for(var i=0,o=null==t?0:t.length,a=e!==e,u=null===e,c=bc(e),s=e===it;i<o;){var l=zl((i+o)/2),f=n(t[l]),p=f!==it,h=null===f,d=f===f,v=bc(f);if(a)var g=r||d;else g=s?d&&(r||p):u?d&&p&&(r||!h):c?d&&p&&!h&&(r||!v):!h&&!v&&(r?f<=e:f<e);g?i=l+1:o=l}return Xl(o,jt)}function di(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n],u=e?e(a):a;if(!n||!$u(u,c)){var c=u;o[i++]=0===a?0:a}}return o}function vi(t){return\"number\"==typeof t?t:bc(t)?Ut:+t}function gi(t){if(\"string\"==typeof t)return t;if(xp(t))return v(t,gi)+\"\";if(bc(t))return mf?mf.call(t):\"\";var e=t+\"\";return\"0\"==e&&1/t==-Dt?\"-0\":e}function mi(t,e,n){var r=-1,i=h,o=t.length,a=!0,u=[],c=u;if(n)a=!1,i=d;else if(o>=at){var s=e?null:Tf(t);if(s)return $(s);a=!1,i=U,c=new yn}else c=e?[]:u;t:for(;++r<o;){var l=t[r],f=e?e(l):l;if(l=n||0!==l?l:0,a&&f===f){for(var p=c.length;p--;)if(c[p]===f)continue t;e&&c.push(f),u.push(l)}else i(c,f,n)||(c!==u&&c.push(f),u.push(l))}return u}function yi(t,e){return e=Ei(e,t),t=Qo(t,e),null==t||delete t[ra(ka(e))]}function _i(t,e,n,r){return ci(t,e,n(cr(t,e)),r)}function bi(t,e,n,r){for(var i=t.length,o=r?i:-1;(r?o--:++o<i)&&e(t[o],o,t););return n?li(t,r?0:o,r?o+1:i):li(t,r?o+1:0,r?i:o)}function xi(t,e){var n=t;return n instanceof b&&(n=n.value()),m(e,function(t,e){return e.func.apply(e.thisArg,g([t],e.args))},n)}function wi(t,e,n){var r=t.length;if(r<2)return r?mi(t[0]):[];for(var i=-1,o=al(r);++i<r;)for(var a=t[i],u=-1;++u<r;)u!=i&&(o[i]=Yn(o[i]||a,t[u],e,n));return mi(er(o,1),e,n)}function Ci(t,e,n){for(var r=-1,i=t.length,o=e.length,a={};++r<i;){var u=r<o?e[r]:it;n(a,t[r],u)}return a}function Mi(t){return Zu(t)?t:[]}function ki(t){return\"function\"==typeof t?t:Ds}function Ei(t,e){return xp(t)?t:Bo(t,e)?[t]:Lf(Ac(t))}function Ti(t,e,n){var r=t.length;return n=n===it?r:n,!e&&n>=r?t:li(t,e,n)}function Si(t,e){if(e)return t.slice();var n=t.length,r=Nl?Nl(n):new t.constructor(n);return t.copy(r),r}function Pi(t){var e=new t.constructor(t.byteLength);return new Pl(e).set(new Pl(t)),e}function Ni(t,e){var n=e?Pi(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.byteLength)}function Ai(t,e,n){var r=e?n(Y(t),pt):Y(t);return m(r,o,new t.constructor)}function Oi(t){var e=new t.constructor(t.source,Ye.exec(t));return e.lastIndex=t.lastIndex,e}function Ii(t,e,n){var r=e?n($(t),pt):$(t);return m(r,a,new t.constructor)}function Di(t){return gf?fl(gf.call(t)):{}}function Ri(t,e){var n=e?Pi(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.length)}function Li(t,e){if(t!==e){var n=t!==it,r=null===t,i=t===t,o=bc(t),a=e!==it,u=null===e,c=e===e,s=bc(e);if(!u&&!s&&!o&&t>e||o&&a&&c&&!u&&!s||r&&a&&c||!n&&c||!i)return 1;if(!r&&!o&&!s&&t<e||s&&n&&i&&!r&&!o||u&&n&&i||!a&&i||!c)return-1}return 0}function Ui(t,e,n){for(var r=-1,i=t.criteria,o=e.criteria,a=i.length,u=n.length;++r<a;){var c=Li(i[r],o[r]);if(c){if(r>=u)return c;var s=n[r];return c*(\"desc\"==s?-1:1)}}return t.index-e.index}function Fi(t,e,n,r){for(var i=-1,o=t.length,a=n.length,u=-1,c=e.length,s=$l(o-a,0),l=al(c+s),f=!r;++u<c;)l[u]=e[u];for(;++i<a;)(f||i<o)&&(l[n[i]]=t[i]);for(;s--;)l[u++]=t[i++];return l}function ji(t,e,n,r){for(var i=-1,o=t.length,a=-1,u=n.length,c=-1,s=e.length,l=$l(o-u,0),f=al(l+s),p=!r;++i<l;)f[i]=t[i];for(var h=i;++c<s;)f[h+c]=e[c];for(;++a<u;)(p||i<o)&&(f[h+n[a]]=t[i++]);return f}function Bi(t,e){var n=-1,r=t.length;for(e||(e=al(r));++n<r;)e[n]=t[n];return e}function Wi(t,e,n,r){var i=!n;n||(n={});for(var o=-1,a=e.length;++o<a;){var u=e[o],c=r?r(n[u],t[u],u,n,t):it;c===it&&(c=t[u]),i?Un(n,u,c):On(n,u,c)}return n}function Vi(t,e){return Wi(t,Pf(t),e)}function zi(t,e){return Wi(t,Nf(t),e)}function Hi(t,e){return function(n,r){var i=xp(n)?c:Dn,o=e?e():{};return i(n,t,ko(r,2),o)}}function qi(t){return oi(function(e,n){var r=-1,i=n.length,o=i>1?n[i-1]:it,a=i>2?n[2]:it;for(o=t.length>3&&\"function\"==typeof o?(i--,o):it,a&&jo(n[0],n[1],a)&&(o=i<3?it:o,i=1),e=fl(e);++r<i;){var u=n[r];u&&t(e,u,r,o)}return e})}function Yi(t,e){return function(n,r){if(null==n)return n;if(!Xu(n))return t(n,r);for(var i=n.length,o=e?i:-1,a=fl(n);(e?o--:++o<i)&&r(a[o],o,a)!==!1;);return n}}function Ki(t){return function(e,n,r){for(var i=-1,o=fl(e),a=r(e),u=a.length;u--;){var c=a[t?u:++i];if(n(o[c],c,o)===!1)break}return e}}function Gi(t,e,n){function r(){var e=this&&this!==ur&&this instanceof r?o:t;return e.apply(i?n:this,arguments)}var i=e&mt,o=Zi(t);return r}function $i(t){return function(e){e=Ac(e);var n=z(e)?tt(e):it,r=n?n[0]:e.charAt(0),i=n?Ti(n,1).join(\"\"):e.slice(1);return r[t]()+i}}function Xi(t){return function(e){return m(Ps(ss(e).replace(zn,\"\")),t,\"\")}}function Zi(t){return function(){var e=arguments;switch(e.length){case 0:return new t;case 1:return new t(e[0]);case 2:return new t(e[0],e[1]);case 3:return new t(e[0],e[1],e[2]);case 4:return new t(e[0],e[1],e[2],e[3]);case 5:return new t(e[0],e[1],e[2],e[3],e[4]);case 6:return new t(e[0],e[1],e[2],e[3],e[4],e[5]);case 7:return new t(e[0],e[1],e[2],e[3],e[4],e[5],e[6])}var n=yf(t.prototype),r=t.apply(n,e);return cc(r)?r:n}}function Qi(t,e,n){function r(){for(var o=arguments.length,a=al(o),c=o,s=Mo(r);c--;)a[c]=arguments[c];var l=o<3&&a[0]!==s&&a[o-1]!==s?[]:G(a,s);if(o-=l.length,o<n)return so(t,e,eo,r.placeholder,it,a,l,it,it,n-o);var f=this&&this!==ur&&this instanceof r?i:t;return u(f,this,a)}var i=Zi(t);return r}function Ji(t){return function(e,n,r){var i=fl(e);if(!Xu(e)){var o=ko(n,3);e=Hc(e),n=function(t){return o(i[t],t,i)}}var a=t(e,n,r);return a>-1?i[o?e[a]:a]:it}}function to(t){return bo(function(e){var n=e.length,r=n,o=i.prototype.thru;for(t&&e.reverse();r--;){var a=e[r];if(\"function\"!=typeof a)throw new dl(ct);if(o&&!u&&\"wrapper\"==Co(a))var u=new i([],!0)}for(r=u?r:n;++r<n;){a=e[r];var c=Co(a),s=\"wrapper\"==c?Sf(a):it;u=s&&Vo(s[0])&&s[1]==(Mt|bt|wt|kt)&&!s[4].length&&1==s[9]?u[Co(s[0])].apply(u,s[3]):1==a.length&&Vo(a)?u[c]():u.thru(a)}return function(){var t=arguments,r=t[0];if(u&&1==t.length&&xp(r))return u.plant(r).value();for(var i=0,o=n?e[i].apply(this,t):r;++i<n;)o=e[i].call(this,o);return o}})}function eo(t,e,n,r,i,o,a,u,c,s){function l(){for(var m=arguments.length,y=al(m),_=m;_--;)y[_]=arguments[_];if(d)var b=Mo(l),x=B(y,b);if(r&&(y=Fi(y,r,i,d)),o&&(y=ji(y,o,a,d)),m-=x,d&&m<s){var w=G(y,b);return so(t,e,eo,l.placeholder,n,y,w,u,c,s-m)}var C=p?n:this,M=h?C[t]:t;return m=y.length,u?y=Jo(y,u):v&&m>1&&y.reverse(),f&&c<m&&(y.length=c),this&&this!==ur&&this instanceof l&&(M=g||Zi(M)),M.apply(C,y)}var f=e&Mt,p=e&mt,h=e&yt,d=e&(bt|xt),v=e&Et,g=h?it:Zi(t);return l}function no(t,e){return function(n,r){return Tr(n,t,e(r),{})}}function ro(t,e){return function(n,r){var i;if(n===it&&r===it)return e;if(n!==it&&(i=n),r!==it){if(i===it)return r;\"string\"==typeof n||\"string\"==typeof r?(n=gi(n),r=gi(r)):(n=vi(n),r=vi(r)),i=t(n,r)}return i}}function io(t){return bo(function(e){return e=v(e,R(ko())),oi(function(n){var r=this;return t(e,function(t){return u(t,r,n)})})})}function oo(t,e){e=e===it?\" \":gi(e);var n=e.length;if(n<2)return n?ii(e,t):e;var r=ii(e,Vl(t/J(e)));return z(e)?Ti(tt(r),0,t).join(\"\"):r.slice(0,t)}function ao(t,e,n,r){function i(){for(var e=-1,c=arguments.length,s=-1,l=r.length,f=al(l+c),p=this&&this!==ur&&this instanceof i?a:t;++s<l;)f[s]=r[s];for(;c--;)f[s++]=arguments[++e];return u(p,o?n:this,f)}var o=e&mt,a=Zi(t);return i}function uo(t){return function(e,n,r){return r&&\"number\"!=typeof r&&jo(e,n,r)&&(n=r=it),e=kc(e),n===it?(n=e,e=0):n=kc(n),r=r===it?e<n?1:-1:kc(r),ri(e,n,r,t)}}function co(t){return function(e,n){return\"string\"==typeof e&&\"string\"==typeof n||(e=Sc(e),n=Sc(n)),t(e,n)}}function so(t,e,n,r,i,o,a,u,c,s){var l=e&bt,f=l?a:it,p=l?it:a,h=l?o:it,d=l?it:o;e|=l?wt:Ct,e&=~(l?Ct:wt),e&_t||(e&=~(mt|yt));var v=[t,e,i,h,f,d,p,u,c,s],g=n.apply(it,v);return Vo(t)&&If(g,v),g.placeholder=r,ta(g,t,e)}function lo(t){var e=ll[t];return function(t,n){if(t=Sc(t),n=null==n?0:Xl(Ec(n),292)){var r=(Ac(t)+\"e\").split(\"e\"),i=e(r[0]+\"e\"+(+r[1]+n));return r=(Ac(i)+\"e\").split(\"e\"),+(r[0]+\"e\"+(+r[1]-n))}return e(t)}}function fo(t){return function(e){var n=Af(e);return n==Zt?Y(e):n==ie?X(e):D(e,t(e))}}function po(t,e,n,r,i,o,a,u){var c=e&yt;if(!c&&\"function\"!=typeof t)throw new dl(ct);var s=r?r.length:0;if(s||(e&=~(wt|Ct),r=i=it),a=a===it?a:$l(Ec(a),0),u=u===it?u:Ec(u),s-=i?i.length:0,e&Ct){var l=r,f=i;r=i=it}var p=c?it:Sf(t),h=[t,e,n,r,i,l,f,o,a,u];if(p&&Go(h,p),t=h[0],e=h[1],n=h[2],r=h[3],i=h[4],u=h[9]=h[9]===it?c?0:t.length:$l(h[9]-s,0),!u&&e&(bt|xt)&&(e&=~(bt|xt)),e&&e!=mt)d=e==bt||e==xt?Qi(t,e,u):e!=wt&&e!=(mt|wt)||i.length?eo.apply(it,h):ao(t,e,n,r);else var d=Gi(t,e,n);var v=p?Cf:If;return ta(v(d,h),t,e)}function ho(t,e,n,r){return t===it||$u(t,ml[n])&&!bl.call(r,n)?e:t}function vo(t,e,n,r,i,o){return cc(t)&&cc(e)&&(o.set(e,t),Kr(t,e,it,vo,o),o.delete(e)),t}function go(t){return mc(t)?it:t}function mo(t,e,n,r,i,o){var a=n&vt,u=t.length,c=e.length;if(u!=c&&!(a&&c>u))return!1;var s=o.get(t);if(s&&o.get(e))return s==e;var l=-1,f=!0,p=n&gt?new yn:it;for(o.set(t,e),o.set(e,t);++l<u;){var h=t[l],d=e[l];if(r)var v=a?r(d,h,l,e,t,o):r(h,d,l,t,e,o);if(v!==it){if(v)continue;f=!1;break}if(p){if(!_(e,function(t,e){if(!U(p,e)&&(h===t||i(h,t,n,r,o)))return p.push(e)})){f=!1;break}}else if(h!==d&&!i(h,d,n,r,o)){f=!1;break}}return o.delete(t),o.delete(e),f}function yo(t,e,n,r,i,o,a){switch(n){case fe:if(t.byteLength!=e.byteLength||t.byteOffset!=e.byteOffset)return!1;t=t.buffer,e=e.buffer;case le:return!(t.byteLength!=e.byteLength||!o(new Pl(t),new Pl(e)));case qt:case Yt:case Qt:return $u(+t,+e);case Gt:return t.name==e.name&&t.message==e.message;case re:case oe:return t==e+\"\";case Zt:var u=Y;case ie:var c=r&vt;if(u||(u=$),t.size!=e.size&&!c)return!1;var s=a.get(t);if(s)return s==e;r|=gt,a.set(t,e);var l=mo(u(t),u(e),r,i,o,a);return a.delete(t),l;case ae:if(gf)return gf.call(t)==gf.call(e)}return!1}function _o(t,e,n,r,i,o){var a=n&vt,u=xo(t),c=u.length,s=xo(e),l=s.length;if(c!=l&&!a)return!1;for(var f=c;f--;){var p=u[f];if(!(a?p in e:bl.call(e,p)))return!1}var h=o.get(t);if(h&&o.get(e))return h==e;var d=!0;o.set(t,e),o.set(e,t);for(var v=a;++f<c;){p=u[f];var g=t[p],m=e[p];if(r)var y=a?r(m,g,p,e,t,o):r(g,m,p,t,e,o);if(!(y===it?g===m||i(g,m,n,r,o):y)){d=!1;break}v||(v=\"constructor\"==p)}if(d&&!v){var _=t.constructor,b=e.constructor;_!=b&&\"constructor\"in t&&\"constructor\"in e&&!(\"function\"==typeof _&&_ instanceof _&&\"function\"==typeof b&&b instanceof b)&&(d=!1)}return o.delete(t),o.delete(e),d}function bo(t){return Rf(Zo(t,it,ma),t+\"\")}function xo(t){return sr(t,Hc,Pf)}function wo(t){return sr(t,qc,Nf)}function Co(t){for(var e=t.name+\"\",n=sf[e],r=bl.call(sf,e)?n.length:0;r--;){var i=n[r],o=i.func;if(null==o||o==t)return i.name}return e}function Mo(t){var e=bl.call(n,\"placeholder\")?n:t;return e.placeholder}function ko(){var t=n.iteratee||Rs;return t=t===Rs?Br:t,arguments.length?t(arguments[0],arguments[1]):t}function Eo(t,e){var n=t.__data__;return Wo(e)?n[\"string\"==typeof e?\"string\":\"hash\"]:n.map}function To(t){for(var e=Hc(t),n=e.length;n--;){var r=e[n],i=t[r];e[n]=[r,i,qo(i)]}return e}function So(t,e){var n=V(t,e);return Lr(n)?n:it}function Po(t){var e=bl.call(t,Ul),n=t[Ul];try{t[Ul]=it;var r=!0}catch(t){}var i=Cl.call(t);return r&&(e?t[Ul]=n:delete t[Ul]),i}function No(t,e,n){for(var r=-1,i=n.length;++r<i;){var o=n[r],a=o.size;switch(o.type){case\"drop\":t+=a;break;case\"dropRight\":e-=a;break;case\"take\":e=Xl(e,t+a);break;case\"takeRight\":t=$l(t,e-a)}}return{start:t,end:e}}function Ao(t){var e=t.match(We);return e?e[1].split(Ve):[]}function Oo(t,e,n){e=Ei(e,t);for(var r=-1,i=e.length,o=!1;++r<i;){var a=ra(e[r]);if(!(o=null!=t&&n(t,a)))break;t=t[a]}return o||++r!=i?o:(i=null==t?0:t.length,!!i&&uc(i)&&Fo(a,i)&&(xp(t)||bp(t)))}function Io(t){var e=t.length,n=t.constructor(e);return e&&\"string\"==typeof t[0]&&bl.call(t,\"index\")&&(n.index=t.index,n.input=t.input),n}function Do(t){return\"function\"!=typeof t.constructor||Ho(t)?{}:yf(Al(t))}function Ro(t,e,n,r){var i=t.constructor;switch(e){case le:return Pi(t);case qt:case Yt:return new i(+t);case fe:return Ni(t,r);case pe:case he:case de:case ve:case ge:case me:case ye:case _e:case be:return Ri(t,r);case Zt:return Ai(t,r,n);case Qt:case oe:return new i(t);case re:return Oi(t);case ie:return Ii(t,r,n);case ae:return Di(t)}}function Lo(t,e){var n=e.length;if(!n)return t;var r=n-1;return e[r]=(n>1?\"& \":\"\")+e[r],e=e.join(n>2?\", \":\" \"),t.replace(Be,\"{\\n/* [wrapped with \"+e+\"] */\\n\")}function Uo(t){return xp(t)||bp(t)||!!(Rl&&t&&t[Rl])}function Fo(t,e){return e=null==e?Rt:e,!!e&&(\"number\"==typeof t||Ze.test(t))&&t>-1&&t%1==0&&t<e}function jo(t,e,n){if(!cc(n))return!1;var r=typeof e;return!!(\"number\"==r?Xu(n)&&Fo(e,n.length):\"string\"==r&&e in n)&&$u(n[e],t)}function Bo(t,e){if(xp(t))return!1;var n=typeof t;return!(\"number\"!=n&&\"symbol\"!=n&&\"boolean\"!=n&&null!=t&&!bc(t))||(Oe.test(t)||!Ae.test(t)||null!=e&&t in fl(e))}function Wo(t){var e=typeof t;return\"string\"==e||\"number\"==e||\"symbol\"==e||\"boolean\"==e?\"__proto__\"!==t:null===t}function Vo(t){var e=Co(t),r=n[e];if(\"function\"!=typeof r||!(e in b.prototype))return!1;if(t===r)return!0;var i=Sf(r);return!!i&&t===i[0]}function zo(t){return!!wl&&wl in t}function Ho(t){var e=t&&t.constructor,n=\"function\"==typeof e&&e.prototype||ml;return t===n}function qo(t){return t===t&&!cc(t)}function Yo(t,e){return function(n){return null!=n&&(n[t]===e&&(e!==it||t in fl(n)))}}function Ko(t){var e=Ru(t,function(t){return n.size===lt&&n.clear(),t}),n=e.cache;return e}function Go(t,e){var n=t[1],r=e[1],i=n|r,o=i<(mt|yt|Mt),a=r==Mt&&n==bt||r==Mt&&n==kt&&t[7].length<=e[8]||r==(Mt|kt)&&e[7].length<=e[8]&&n==bt;if(!o&&!a)return t;r&mt&&(t[2]=e[2],i|=n&mt?0:_t);var u=e[3];if(u){var c=t[3];t[3]=c?Fi(c,u,e[4]):u,t[4]=c?G(t[3],ft):e[4]}return u=e[5],u&&(c=t[5],t[5]=c?ji(c,u,e[6]):u,t[6]=c?G(t[5],ft):e[6]),u=e[7],u&&(t[7]=u),r&Mt&&(t[8]=null==t[8]?e[8]:Xl(t[8],e[8])),null==t[9]&&(t[9]=e[9]),t[0]=e[0],t[1]=i,t}function $o(t){var e=[];if(null!=t)for(var n in fl(t))e.push(n);return e}function Xo(t){return Cl.call(t)}function Zo(t,e,n){return e=$l(e===it?t.length-1:e,0),function(){for(var r=arguments,i=-1,o=$l(r.length-e,0),a=al(o);++i<o;)a[i]=r[e+i];i=-1;for(var c=al(e+1);++i<e;)c[i]=r[i];return c[e]=n(a),u(t,this,c)}}function Qo(t,e){return e.length<2?t:cr(t,li(e,0,-1))}function Jo(t,e){for(var n=t.length,r=Xl(e.length,n),i=Bi(t);r--;){var o=e[r];t[r]=Fo(o,n)?i[o]:it}return t}function ta(t,e,n){var r=e+\"\";return Rf(t,Lo(r,oa(Ao(r),n)))}function ea(t){var e=0,n=0;return function(){var r=Zl(),i=Nt-(r-n);if(n=r,i>0){if(++e>=Pt)return arguments[0]}else e=0;return t.apply(it,arguments)}}function na(t,e){var n=-1,r=t.length,i=r-1;for(e=e===it?r:e;++n<e;){var o=ni(n,i),a=t[o];t[o]=t[n],t[n]=a}return t.length=e,t}function ra(t){if(\"string\"==typeof t||bc(t))return t;var e=t+\"\";return\"0\"==e&&1/t==-Dt?\"-0\":e}function ia(t){if(null!=t){try{return _l.call(t)}catch(t){}try{return t+\"\"}catch(t){}}return\"\"}function oa(t,e){return s(Wt,function(n){var r=\"_.\"+n[0];e&n[1]&&!h(t,r)&&t.push(r)}),t.sort()}function aa(t){if(t instanceof b)return t.clone();var e=new i(t.__wrapped__,t.__chain__);return e.__actions__=Bi(t.__actions__),e.__index__=t.__index__,e.__values__=t.__values__,e}function ua(t,e,n){e=(n?jo(t,e,n):e===it)?1:$l(Ec(e),0);var r=null==t?0:t.length;if(!r||e<1)return[];for(var i=0,o=0,a=al(Vl(r/e));i<r;)a[o++]=li(t,i,i+=e);return a}function ca(t){for(var e=-1,n=null==t?0:t.length,r=0,i=[];++e<n;){var o=t[e];o&&(i[r++]=o)}return i}function sa(){var t=arguments.length;if(!t)return[];for(var e=al(t-1),n=arguments[0],r=t;r--;)e[r-1]=arguments[r];return g(xp(n)?Bi(n):[n],er(e,1))}function la(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===it?1:Ec(e),li(t,e<0?0:e,r)):[]}function fa(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===it?1:Ec(e),e=r-e,li(t,0,e<0?0:e)):[]}function pa(t,e){return t&&t.length?bi(t,ko(e,3),!0,!0):[]}function ha(t,e){return t&&t.length?bi(t,ko(e,3),!0):[]}function da(t,e,n,r){var i=null==t?0:t.length;return i?(n&&\"number\"!=typeof n&&jo(t,e,n)&&(n=0,r=i),Jn(t,e,n,r)):[]}function va(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:Ec(n);return i<0&&(i=$l(r+i,0)),C(t,ko(e,3),i)}function ga(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r-1;return n!==it&&(i=Ec(n),i=n<0?$l(r+i,0):Xl(i,r-1)),C(t,ko(e,3),i,!0)}function ma(t){var e=null==t?0:t.length;return e?er(t,1):[]}function ya(t){var e=null==t?0:t.length;return e?er(t,Dt):[]}function _a(t,e){var n=null==t?0:t.length;return n?(e=e===it?1:Ec(e),er(t,e)):[]}function ba(t){for(var e=-1,n=null==t?0:t.length,r={};++e<n;){var i=t[e];r[i[0]]=i[1]}return r}function xa(t){return t&&t.length?t[0]:it}function wa(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:Ec(n);return i<0&&(i=$l(r+i,0)),M(t,e,i)}function Ca(t){var e=null==t?0:t.length;return e?li(t,0,-1):[]}function Ma(t,e){return null==t?\"\":Kl.call(t,e)}function ka(t){var e=null==t?0:t.length;return e?t[e-1]:it}function Ea(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r;return n!==it&&(i=Ec(n),i=i<0?$l(r+i,0):Xl(i,r-1)),e===e?Q(t,e,i):C(t,E,i,!0)}function Ta(t,e){return t&&t.length?$r(t,Ec(e)):it}function Sa(t,e){return t&&t.length&&e&&e.length?ti(t,e):t}function Pa(t,e,n){return t&&t.length&&e&&e.length?ti(t,e,ko(n,2)):t}function Na(t,e,n){return t&&t.length&&e&&e.length?ti(t,e,it,n):t}function Aa(t,e){var n=[];if(!t||!t.length)return n;var r=-1,i=[],o=t.length;for(e=ko(e,3);++r<o;){var a=t[r];e(a,r,t)&&(n.push(a),i.push(r))}return ei(t,i),n}function Oa(t){return null==t?t:tf.call(t)}function Ia(t,e,n){var r=null==t?0:t.length;return r?(n&&\"number\"!=typeof n&&jo(t,e,n)?(e=0,n=r):(e=null==e?0:Ec(e),n=n===it?r:Ec(n)),li(t,e,n)):[]}function Da(t,e){return pi(t,e)}function Ra(t,e,n){return hi(t,e,ko(n,2))}function La(t,e){var n=null==t?0:t.length;if(n){var r=pi(t,e);if(r<n&&$u(t[r],e))return r}return-1}function Ua(t,e){return pi(t,e,!0)}function Fa(t,e,n){return hi(t,e,ko(n,2),!0)}function ja(t,e){var n=null==t?0:t.length;if(n){var r=pi(t,e,!0)-1;if($u(t[r],e))return r}return-1}function Ba(t){return t&&t.length?di(t):[]}function Wa(t,e){return t&&t.length?di(t,ko(e,2)):[]}function Va(t){var e=null==t?0:t.length;return e?li(t,1,e):[]}function za(t,e,n){return t&&t.length?(e=n||e===it?1:Ec(e),li(t,0,e<0?0:e)):[]}function Ha(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===it?1:Ec(e),e=r-e,li(t,e<0?0:e,r)):[]}function qa(t,e){return t&&t.length?bi(t,ko(e,3),!1,!0):[]}function Ya(t,e){return t&&t.length?bi(t,ko(e,3)):[]}function Ka(t){return t&&t.length?mi(t):[]}function Ga(t,e){return t&&t.length?mi(t,ko(e,2)):[]}function $a(t,e){return e=\"function\"==typeof e?e:it,t&&t.length?mi(t,it,e):[]}function Xa(t){if(!t||!t.length)return[];var e=0;return t=p(t,function(t){if(Zu(t))return e=$l(t.length,e),!0}),I(e,function(e){return v(t,S(e))})}function Za(t,e){if(!t||!t.length)return[];var n=Xa(t);return null==e?n:v(n,function(t){return u(e,it,t)})}function Qa(t,e){return Ci(t||[],e||[],On)}function Ja(t,e){return Ci(t||[],e||[],ci)}function tu(t){var e=n(t);return e.__chain__=!0,e}function eu(t,e){return e(t),t}function nu(t,e){return e(t)}function ru(){return tu(this)}function iu(){return new i(this.value(),this.__chain__)}function ou(){this.__values__===it&&(this.__values__=Mc(this.value()));var t=this.__index__>=this.__values__.length,e=t?it:this.__values__[this.__index__++];return{done:t,value:e}}function au(){return this}function uu(t){for(var e,n=this;n instanceof r;){var i=aa(n);i.__index__=0,i.__values__=it,e?o.__wrapped__=i:e=i;var o=i;n=n.__wrapped__}return o.__wrapped__=t,e}function cu(){var t=this.__wrapped__;if(t instanceof b){var e=t;return this.__actions__.length&&(e=new b(this)),e=e.reverse(),e.__actions__.push({func:nu,args:[Oa],thisArg:it}),new i(e,this.__chain__)}return this.thru(Oa)}function su(){return xi(this.__wrapped__,this.__actions__)}function lu(t,e,n){\n",
       "var r=xp(t)?f:Kn;return n&&jo(t,e,n)&&(e=it),r(t,ko(e,3))}function fu(t,e){var n=xp(t)?p:tr;return n(t,ko(e,3))}function pu(t,e){return er(yu(t,e),1)}function hu(t,e){return er(yu(t,e),Dt)}function du(t,e,n){return n=n===it?1:Ec(n),er(yu(t,e),n)}function vu(t,e){var n=xp(t)?s:_f;return n(t,ko(e,3))}function gu(t,e){var n=xp(t)?l:bf;return n(t,ko(e,3))}function mu(t,e,n,r){t=Xu(t)?t:rs(t),n=n&&!r?Ec(n):0;var i=t.length;return n<0&&(n=$l(i+n,0)),_c(t)?n<=i&&t.indexOf(e,n)>-1:!!i&&M(t,e,n)>-1}function yu(t,e){var n=xp(t)?v:Hr;return n(t,ko(e,3))}function _u(t,e,n,r){return null==t?[]:(xp(e)||(e=null==e?[]:[e]),n=r?it:n,xp(n)||(n=null==n?[]:[n]),Xr(t,e,n))}function bu(t,e,n){var r=xp(t)?m:N,i=arguments.length<3;return r(t,ko(e,4),n,i,_f)}function xu(t,e,n){var r=xp(t)?y:N,i=arguments.length<3;return r(t,ko(e,4),n,i,bf)}function wu(t,e){var n=xp(t)?p:tr;return n(t,Lu(ko(e,3)))}function Cu(t){var e=xp(t)?Sn:ai;return e(t)}function Mu(t,e,n){e=(n?jo(t,e,n):e===it)?1:Ec(e);var r=xp(t)?Pn:ui;return r(t,e)}function ku(t){var e=xp(t)?Nn:si;return e(t)}function Eu(t){if(null==t)return 0;if(Xu(t))return _c(t)?J(t):t.length;var e=Af(t);return e==Zt||e==ie?t.size:Wr(t).length}function Tu(t,e,n){var r=xp(t)?_:fi;return n&&jo(t,e,n)&&(e=it),r(t,ko(e,3))}function Su(t,e){if(\"function\"!=typeof e)throw new dl(ct);return t=Ec(t),function(){if(--t<1)return e.apply(this,arguments)}}function Pu(t,e,n){return e=n?it:e,e=t&&null==e?t.length:e,po(t,Mt,it,it,it,it,e)}function Nu(t,e){var n;if(\"function\"!=typeof e)throw new dl(ct);return t=Ec(t),function(){return--t>0&&(n=e.apply(this,arguments)),t<=1&&(e=it),n}}function Au(t,e,n){e=n?it:e;var r=po(t,bt,it,it,it,it,it,e);return r.placeholder=Au.placeholder,r}function Ou(t,e,n){e=n?it:e;var r=po(t,xt,it,it,it,it,it,e);return r.placeholder=Ou.placeholder,r}function Iu(t,e,n){function r(e){var n=p,r=h;return p=h=it,y=e,v=t.apply(r,n)}function i(t){return y=t,g=Df(u,e),_?r(t):v}function o(t){var n=t-m,r=t-y,i=e-n;return b?Xl(i,d-r):i}function a(t){var n=t-m,r=t-y;return m===it||n>=e||n<0||b&&r>=d}function u(){var t=sp();return a(t)?c(t):void(g=Df(u,o(t)))}function c(t){return g=it,x&&p?r(t):(p=h=it,v)}function s(){g!==it&&Ef(g),y=0,p=m=h=g=it}function l(){return g===it?v:c(sp())}function f(){var t=sp(),n=a(t);if(p=arguments,h=this,m=t,n){if(g===it)return i(m);if(b)return g=Df(u,e),r(m)}return g===it&&(g=Df(u,e)),v}var p,h,d,v,g,m,y=0,_=!1,b=!1,x=!0;if(\"function\"!=typeof t)throw new dl(ct);return e=Sc(e)||0,cc(n)&&(_=!!n.leading,b=\"maxWait\"in n,d=b?$l(Sc(n.maxWait)||0,e):d,x=\"trailing\"in n?!!n.trailing:x),f.cancel=s,f.flush=l,f}function Du(t){return po(t,Et)}function Ru(t,e){if(\"function\"!=typeof t||null!=e&&\"function\"!=typeof e)throw new dl(ct);var n=function(){var r=arguments,i=e?e.apply(this,r):r[0],o=n.cache;if(o.has(i))return o.get(i);var a=t.apply(this,r);return n.cache=o.set(i,a)||o,a};return n.cache=new(Ru.Cache||pn),n}function Lu(t){if(\"function\"!=typeof t)throw new dl(ct);return function(){var e=arguments;switch(e.length){case 0:return!t.call(this);case 1:return!t.call(this,e[0]);case 2:return!t.call(this,e[0],e[1]);case 3:return!t.call(this,e[0],e[1],e[2])}return!t.apply(this,e)}}function Uu(t){return Nu(2,t)}function Fu(t,e){if(\"function\"!=typeof t)throw new dl(ct);return e=e===it?e:Ec(e),oi(t,e)}function ju(t,e){if(\"function\"!=typeof t)throw new dl(ct);return e=null==e?0:$l(Ec(e),0),oi(function(n){var r=n[e],i=Ti(n,0,e);return r&&g(i,r),u(t,this,i)})}function Bu(t,e,n){var r=!0,i=!0;if(\"function\"!=typeof t)throw new dl(ct);return cc(n)&&(r=\"leading\"in n?!!n.leading:r,i=\"trailing\"in n?!!n.trailing:i),Iu(t,e,{leading:r,maxWait:e,trailing:i})}function Wu(t){return Pu(t,1)}function Vu(t,e){return vp(ki(e),t)}function zu(){if(!arguments.length)return[];var t=arguments[0];return xp(t)?t:[t]}function Hu(t){return Bn(t,dt)}function qu(t,e){return e=\"function\"==typeof e?e:it,Bn(t,dt,e)}function Yu(t){return Bn(t,pt|dt)}function Ku(t,e){return e=\"function\"==typeof e?e:it,Bn(t,pt|dt,e)}function Gu(t,e){return null==e||Vn(t,e,Hc(e))}function $u(t,e){return t===e||t!==t&&e!==e}function Xu(t){return null!=t&&uc(t.length)&&!oc(t)}function Zu(t){return sc(t)&&Xu(t)}function Qu(t){return t===!0||t===!1||sc(t)&&fr(t)==qt}function Ju(t){return sc(t)&&1===t.nodeType&&!mc(t)}function tc(t){if(null==t)return!0;if(Xu(t)&&(xp(t)||\"string\"==typeof t||\"function\"==typeof t.splice||Cp(t)||Sp(t)||bp(t)))return!t.length;var e=Af(t);if(e==Zt||e==ie)return!t.size;if(Ho(t))return!Wr(t).length;for(var n in t)if(bl.call(t,n))return!1;return!0}function ec(t,e){return Or(t,e)}function nc(t,e,n){n=\"function\"==typeof n?n:it;var r=n?n(t,e):it;return r===it?Or(t,e,it,n):!!r}function rc(t){if(!sc(t))return!1;var e=fr(t);return e==Gt||e==Kt||\"string\"==typeof t.message&&\"string\"==typeof t.name&&!mc(t)}function ic(t){return\"number\"==typeof t&&Yl(t)}function oc(t){if(!cc(t))return!1;var e=fr(t);return e==$t||e==Xt||e==Ht||e==ne}function ac(t){return\"number\"==typeof t&&t==Ec(t)}function uc(t){return\"number\"==typeof t&&t>-1&&t%1==0&&t<=Rt}function cc(t){var e=typeof t;return null!=t&&(\"object\"==e||\"function\"==e)}function sc(t){return null!=t&&\"object\"==typeof t}function lc(t,e){return t===e||Rr(t,e,To(e))}function fc(t,e,n){return n=\"function\"==typeof n?n:it,Rr(t,e,To(e),n)}function pc(t){return gc(t)&&t!=+t}function hc(t){if(Of(t))throw new cl(ut);return Lr(t)}function dc(t){return null===t}function vc(t){return null==t}function gc(t){return\"number\"==typeof t||sc(t)&&fr(t)==Qt}function mc(t){if(!sc(t)||fr(t)!=te)return!1;var e=Al(t);if(null===e)return!0;var n=bl.call(e,\"constructor\")&&e.constructor;return\"function\"==typeof n&&n instanceof n&&_l.call(n)==Ml}function yc(t){return ac(t)&&t>=-Rt&&t<=Rt}function _c(t){return\"string\"==typeof t||!xp(t)&&sc(t)&&fr(t)==oe}function bc(t){return\"symbol\"==typeof t||sc(t)&&fr(t)==ae}function xc(t){return t===it}function wc(t){return sc(t)&&Af(t)==ce}function Cc(t){return sc(t)&&fr(t)==se}function Mc(t){if(!t)return[];if(Xu(t))return _c(t)?tt(t):Bi(t);if(Ll&&t[Ll])return q(t[Ll]());var e=Af(t),n=e==Zt?Y:e==ie?$:rs;return n(t)}function kc(t){if(!t)return 0===t?t:0;if(t=Sc(t),t===Dt||t===-Dt){var e=t<0?-1:1;return e*Lt}return t===t?t:0}function Ec(t){var e=kc(t),n=e%1;return e===e?n?e-n:e:0}function Tc(t){return t?jn(Ec(t),0,Ft):0}function Sc(t){if(\"number\"==typeof t)return t;if(bc(t))return Ut;if(cc(t)){var e=\"function\"==typeof t.valueOf?t.valueOf():t;t=cc(e)?e+\"\":e}if(\"string\"!=typeof t)return 0===t?t:+t;t=t.replace(Ue,\"\");var n=Ge.test(t);return n||Xe.test(t)?ir(t.slice(2),n?2:8):Ke.test(t)?Ut:+t}function Pc(t){return Wi(t,qc(t))}function Nc(t){return t?jn(Ec(t),-Rt,Rt):0===t?t:0}function Ac(t){return null==t?\"\":gi(t)}function Oc(t,e){var n=yf(t);return null==e?n:Rn(n,e)}function Ic(t,e){return w(t,ko(e,3),nr)}function Dc(t,e){return w(t,ko(e,3),or)}function Rc(t,e){return null==t?t:xf(t,ko(e,3),qc)}function Lc(t,e){return null==t?t:wf(t,ko(e,3),qc)}function Uc(t,e){return t&&nr(t,ko(e,3))}function Fc(t,e){return t&&or(t,ko(e,3))}function jc(t){return null==t?[]:ar(t,Hc(t))}function Bc(t){return null==t?[]:ar(t,qc(t))}function Wc(t,e,n){var r=null==t?it:cr(t,e);return r===it?n:r}function Vc(t,e){return null!=t&&Oo(t,e,_r)}function zc(t,e){return null!=t&&Oo(t,e,Cr)}function Hc(t){return Xu(t)?Tn(t):Wr(t)}function qc(t){return Xu(t)?Tn(t,!0):Vr(t)}function Yc(t,e){var n={};return e=ko(e,3),nr(t,function(t,r,i){Un(n,e(t,r,i),t)}),n}function Kc(t,e){var n={};return e=ko(e,3),nr(t,function(t,r,i){Un(n,r,e(t,r,i))}),n}function Gc(t,e){return $c(t,Lu(ko(e)))}function $c(t,e){if(null==t)return{};var n=v(wo(t),function(t){return[t]});return e=ko(e),Qr(t,n,function(t,n){return e(t,n[0])})}function Xc(t,e,n){e=Ei(e,t);var r=-1,i=e.length;for(i||(i=1,t=it);++r<i;){var o=null==t?it:t[ra(e[r])];o===it&&(r=i,o=n),t=oc(o)?o.call(t):o}return t}function Zc(t,e,n){return null==t?t:ci(t,e,n)}function Qc(t,e,n,r){return r=\"function\"==typeof r?r:it,null==t?t:ci(t,e,n,r)}function Jc(t,e,n){var r=xp(t),i=r||Cp(t)||Sp(t);if(e=ko(e,4),null==n){var o=t&&t.constructor;n=i?r?new o:[]:cc(t)&&oc(o)?yf(Al(t)):{}}return(i?s:nr)(t,function(t,r,i){return e(n,t,r,i)}),n}function ts(t,e){return null==t||yi(t,e)}function es(t,e,n){return null==t?t:_i(t,e,ki(n))}function ns(t,e,n,r){return r=\"function\"==typeof r?r:it,null==t?t:_i(t,e,ki(n),r)}function rs(t){return null==t?[]:L(t,Hc(t))}function is(t){return null==t?[]:L(t,qc(t))}function os(t,e,n){return n===it&&(n=e,e=it),n!==it&&(n=Sc(n),n=n===n?n:0),e!==it&&(e=Sc(e),e=e===e?e:0),jn(Sc(t),e,n)}function as(t,e,n){return e=kc(e),n===it?(n=e,e=0):n=kc(n),t=Sc(t),kr(t,e,n)}function us(t,e,n){if(n&&\"boolean\"!=typeof n&&jo(t,e,n)&&(e=n=it),n===it&&(\"boolean\"==typeof e?(n=e,e=it):\"boolean\"==typeof t&&(n=t,t=it)),t===it&&e===it?(t=0,e=1):(t=kc(t),e===it?(e=t,t=0):e=kc(e)),t>e){var r=t;t=e,e=r}if(n||t%1||e%1){var i=Jl();return Xl(t+i*(e-t+rr(\"1e-\"+((i+\"\").length-1))),e)}return ni(t,e)}function cs(t){return th(Ac(t).toLowerCase())}function ss(t){return t=Ac(t),t&&t.replace(Qe,br).replace(Hn,\"\")}function ls(t,e,n){t=Ac(t),e=gi(e);var r=t.length;n=n===it?r:jn(Ec(n),0,r);var i=n;return n-=e.length,n>=0&&t.slice(n,i)==e}function fs(t){return t=Ac(t),t&&Te.test(t)?t.replace(ke,xr):t}function ps(t){return t=Ac(t),t&&Le.test(t)?t.replace(Re,\"\\\\$&\"):t}function hs(t,e,n){t=Ac(t),e=Ec(e);var r=e?J(t):0;if(!e||r>=e)return t;var i=(e-r)/2;return oo(zl(i),n)+t+oo(Vl(i),n)}function ds(t,e,n){t=Ac(t),e=Ec(e);var r=e?J(t):0;return e&&r<e?t+oo(e-r,n):t}function vs(t,e,n){t=Ac(t),e=Ec(e);var r=e?J(t):0;return e&&r<e?oo(e-r,n)+t:t}function gs(t,e,n){return n||null==e?e=0:e&&(e=+e),Ql(Ac(t).replace(Fe,\"\"),e||0)}function ms(t,e,n){return e=(n?jo(t,e,n):e===it)?1:Ec(e),ii(Ac(t),e)}function ys(){var t=arguments,e=Ac(t[0]);return t.length<3?e:e.replace(t[1],t[2])}function _s(t,e,n){return n&&\"number\"!=typeof n&&jo(t,e,n)&&(e=n=it),(n=n===it?Ft:n>>>0)?(t=Ac(t),t&&(\"string\"==typeof e||null!=e&&!Ep(e))&&(e=gi(e),!e&&z(t))?Ti(tt(t),0,n):t.split(e,n)):[]}function bs(t,e,n){return t=Ac(t),n=null==n?0:jn(Ec(n),0,t.length),e=gi(e),t.slice(n,n+e.length)==e}function xs(t,e,r){var i=n.templateSettings;r&&jo(t,e,r)&&(e=it),t=Ac(t),e=Ip({},e,i,ho);var o,a,u=Ip({},e.imports,i.imports,ho),c=Hc(u),s=L(u,c),l=0,f=e.interpolate||Je,p=\"__p += '\",h=pl((e.escape||Je).source+\"|\"+f.source+\"|\"+(f===Ne?qe:Je).source+\"|\"+(e.evaluate||Je).source+\"|$\",\"g\"),d=\"//# sourceURL=\"+(\"sourceURL\"in e?e.sourceURL:\"lodash.templateSources[\"+ ++Xn+\"]\")+\"\\n\";t.replace(h,function(e,n,r,i,u,c){return r||(r=i),p+=t.slice(l,c).replace(tn,W),n&&(o=!0,p+=\"' +\\n__e(\"+n+\") +\\n'\"),u&&(a=!0,p+=\"';\\n\"+u+\";\\n__p += '\"),r&&(p+=\"' +\\n((__t = (\"+r+\")) == null ? '' : __t) +\\n'\"),l=c+e.length,e}),p+=\"';\\n\";var v=e.variable;v||(p=\"with (obj) {\\n\"+p+\"\\n}\\n\"),p=(a?p.replace(xe,\"\"):p).replace(we,\"$1\").replace(Ce,\"$1;\"),p=\"function(\"+(v||\"obj\")+\") {\\n\"+(v?\"\":\"obj || (obj = {});\\n\")+\"var __t, __p = ''\"+(o?\", __e = _.escape\":\"\")+(a?\", __j = Array.prototype.join;\\nfunction print() { __p += __j.call(arguments, '') }\\n\":\";\\n\")+p+\"return __p\\n}\";var g=eh(function(){return sl(c,d+\"return \"+p).apply(it,s)});if(g.source=p,rc(g))throw g;return g}function ws(t){return Ac(t).toLowerCase()}function Cs(t){return Ac(t).toUpperCase()}function Ms(t,e,n){if(t=Ac(t),t&&(n||e===it))return t.replace(Ue,\"\");if(!t||!(e=gi(e)))return t;var r=tt(t),i=tt(e),o=F(r,i),a=j(r,i)+1;return Ti(r,o,a).join(\"\")}function ks(t,e,n){if(t=Ac(t),t&&(n||e===it))return t.replace(je,\"\");if(!t||!(e=gi(e)))return t;var r=tt(t),i=j(r,tt(e))+1;return Ti(r,0,i).join(\"\")}function Es(t,e,n){if(t=Ac(t),t&&(n||e===it))return t.replace(Fe,\"\");if(!t||!(e=gi(e)))return t;var r=tt(t),i=F(r,tt(e));return Ti(r,i).join(\"\")}function Ts(t,e){var n=Tt,r=St;if(cc(e)){var i=\"separator\"in e?e.separator:i;n=\"length\"in e?Ec(e.length):n,r=\"omission\"in e?gi(e.omission):r}t=Ac(t);var o=t.length;if(z(t)){var a=tt(t);o=a.length}if(n>=o)return t;var u=n-J(r);if(u<1)return r;var c=a?Ti(a,0,u).join(\"\"):t.slice(0,u);if(i===it)return c+r;if(a&&(u+=c.length-u),Ep(i)){if(t.slice(u).search(i)){var s,l=c;for(i.global||(i=pl(i.source,Ac(Ye.exec(i))+\"g\")),i.lastIndex=0;s=i.exec(l);)var f=s.index;c=c.slice(0,f===it?u:f)}}else if(t.indexOf(gi(i),u)!=u){var p=c.lastIndexOf(i);p>-1&&(c=c.slice(0,p))}return c+r}function Ss(t){return t=Ac(t),t&&Ee.test(t)?t.replace(Me,wr):t}function Ps(t,e,n){return t=Ac(t),e=n?it:e,e===it?H(t)?rt(t):x(t):t.match(e)||[]}function Ns(t){var e=null==t?0:t.length,n=ko();return t=e?v(t,function(t){if(\"function\"!=typeof t[1])throw new dl(ct);return[n(t[0]),t[1]]}):[],oi(function(n){for(var r=-1;++r<e;){var i=t[r];if(u(i[0],this,n))return u(i[1],this,n)}})}function As(t){return Wn(Bn(t,pt))}function Os(t){return function(){return t}}function Is(t,e){return null==t||t!==t?e:t}function Ds(t){return t}function Rs(t){return Br(\"function\"==typeof t?t:Bn(t,pt))}function Ls(t){return qr(Bn(t,pt))}function Us(t,e){return Yr(t,Bn(e,pt))}function Fs(t,e,n){var r=Hc(e),i=ar(e,r);null!=n||cc(e)&&(i.length||!r.length)||(n=e,e=t,t=this,i=ar(e,Hc(e)));var o=!(cc(n)&&\"chain\"in n&&!n.chain),a=oc(t);return s(i,function(n){var r=e[n];t[n]=r,a&&(t.prototype[n]=function(){var e=this.__chain__;if(o||e){var n=t(this.__wrapped__),i=n.__actions__=Bi(this.__actions__);return i.push({func:r,args:arguments,thisArg:t}),n.__chain__=e,n}return r.apply(t,g([this.value()],arguments))})}),t}function js(){return ur._===this&&(ur._=kl),this}function Bs(){}function Ws(t){return t=Ec(t),oi(function(e){return $r(e,t)})}function Vs(t){return Bo(t)?S(ra(t)):Jr(t)}function zs(t){return function(e){return null==t?it:cr(t,e)}}function Hs(){return[]}function qs(){return!1}function Ys(){return{}}function Ks(){return\"\"}function Gs(){return!0}function $s(t,e){if(t=Ec(t),t<1||t>Rt)return[];var n=Ft,r=Xl(t,Ft);e=ko(e),t-=Ft;for(var i=I(r,e);++n<t;)e(n);return i}function Xs(t){return xp(t)?v(t,ra):bc(t)?[t]:Bi(Lf(Ac(t)))}function Zs(t){var e=++xl;return Ac(t)+e}function Qs(t){return t&&t.length?Gn(t,Ds,pr):it}function Js(t,e){return t&&t.length?Gn(t,ko(e,2),pr):it}function tl(t){return T(t,Ds)}function el(t,e){return T(t,ko(e,2))}function nl(t){return t&&t.length?Gn(t,Ds,zr):it}function rl(t,e){return t&&t.length?Gn(t,ko(e,2),zr):it}function il(t){return t&&t.length?O(t,Ds):0}function ol(t,e){return t&&t.length?O(t,ko(e,2)):0}e=null==e?ur:Mr.defaults(ur.Object(),e,Mr.pick(ur,$n));var al=e.Array,ul=e.Date,cl=e.Error,sl=e.Function,ll=e.Math,fl=e.Object,pl=e.RegExp,hl=e.String,dl=e.TypeError,vl=al.prototype,gl=sl.prototype,ml=fl.prototype,yl=e[\"__core-js_shared__\"],_l=gl.toString,bl=ml.hasOwnProperty,xl=0,wl=function(){var t=/[^.]+$/.exec(yl&&yl.keys&&yl.keys.IE_PROTO||\"\");return t?\"Symbol(src)_1.\"+t:\"\"}(),Cl=ml.toString,Ml=_l.call(fl),kl=ur._,El=pl(\"^\"+_l.call(bl).replace(Re,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\"),Tl=lr?e.Buffer:it,Sl=e.Symbol,Pl=e.Uint8Array,Nl=Tl?Tl.allocUnsafe:it,Al=K(fl.getPrototypeOf,fl),Ol=fl.create,Il=ml.propertyIsEnumerable,Dl=vl.splice,Rl=Sl?Sl.isConcatSpreadable:it,Ll=Sl?Sl.iterator:it,Ul=Sl?Sl.toStringTag:it,Fl=function(){try{var t=So(fl,\"defineProperty\");return t({},\"\",{}),t}catch(t){}}(),jl=e.clearTimeout!==ur.clearTimeout&&e.clearTimeout,Bl=ul&&ul.now!==ur.Date.now&&ul.now,Wl=e.setTimeout!==ur.setTimeout&&e.setTimeout,Vl=ll.ceil,zl=ll.floor,Hl=fl.getOwnPropertySymbols,ql=Tl?Tl.isBuffer:it,Yl=e.isFinite,Kl=vl.join,Gl=K(fl.keys,fl),$l=ll.max,Xl=ll.min,Zl=ul.now,Ql=e.parseInt,Jl=ll.random,tf=vl.reverse,ef=So(e,\"DataView\"),nf=So(e,\"Map\"),rf=So(e,\"Promise\"),of=So(e,\"Set\"),af=So(e,\"WeakMap\"),uf=So(fl,\"create\"),cf=af&&new af,sf={},lf=ia(ef),ff=ia(nf),pf=ia(rf),hf=ia(of),df=ia(af),vf=Sl?Sl.prototype:it,gf=vf?vf.valueOf:it,mf=vf?vf.toString:it,yf=function(){function t(){}return function(e){if(!cc(e))return{};if(Ol)return Ol(e);t.prototype=e;var n=new t;return t.prototype=it,n}}();n.templateSettings={escape:Se,evaluate:Pe,interpolate:Ne,variable:\"\",imports:{_:n}},n.prototype=r.prototype,n.prototype.constructor=n,i.prototype=yf(r.prototype),i.prototype.constructor=i,b.prototype=yf(r.prototype),b.prototype.constructor=b,nt.prototype.clear=ze,nt.prototype.delete=en,nt.prototype.get=nn,nt.prototype.has=rn,nt.prototype.set=on,an.prototype.clear=un,an.prototype.delete=cn,an.prototype.get=sn,an.prototype.has=ln,an.prototype.set=fn,pn.prototype.clear=hn,pn.prototype.delete=dn,pn.prototype.get=vn,pn.prototype.has=gn,pn.prototype.set=mn,yn.prototype.add=yn.prototype.push=_n,yn.prototype.has=bn,xn.prototype.clear=wn,xn.prototype.delete=Cn,xn.prototype.get=Mn,xn.prototype.has=kn,xn.prototype.set=En;var _f=Yi(nr),bf=Yi(or,!0),xf=Ki(),wf=Ki(!0),Cf=cf?function(t,e){return cf.set(t,e),t}:Ds,Mf=Fl?function(t,e){return Fl(t,\"toString\",{configurable:!0,enumerable:!1,value:Os(e),writable:!0})}:Ds,kf=oi,Ef=jl||function(t){return ur.clearTimeout(t)},Tf=of&&1/$(new of([,-0]))[1]==Dt?function(t){return new of(t)}:Bs,Sf=cf?function(t){return cf.get(t)}:Bs,Pf=Hl?function(t){return null==t?[]:(t=fl(t),p(Hl(t),function(e){return Il.call(t,e)}))}:Hs,Nf=Hl?function(t){for(var e=[];t;)g(e,Pf(t)),t=Al(t);return e}:Hs,Af=fr;(ef&&Af(new ef(new ArrayBuffer(1)))!=fe||nf&&Af(new nf)!=Zt||rf&&Af(rf.resolve())!=ee||of&&Af(new of)!=ie||af&&Af(new af)!=ce)&&(Af=function(t){var e=fr(t),n=e==te?t.constructor:it,r=n?ia(n):\"\";if(r)switch(r){case lf:return fe;case ff:return Zt;case pf:return ee;case hf:return ie;case df:return ce}return e});var Of=yl?oc:qs,If=ea(Cf),Df=Wl||function(t,e){return ur.setTimeout(t,e)},Rf=ea(Mf),Lf=Ko(function(t){var e=[];return Ie.test(t)&&e.push(\"\"),t.replace(De,function(t,n,r,i){e.push(r?i.replace(He,\"$1\"):n||t)}),e}),Uf=oi(function(t,e){return Zu(t)?Yn(t,er(e,1,Zu,!0)):[]}),Ff=oi(function(t,e){var n=ka(e);return Zu(n)&&(n=it),Zu(t)?Yn(t,er(e,1,Zu,!0),ko(n,2)):[]}),jf=oi(function(t,e){var n=ka(e);return Zu(n)&&(n=it),Zu(t)?Yn(t,er(e,1,Zu,!0),it,n):[]}),Bf=oi(function(t){var e=v(t,Mi);return e.length&&e[0]===t[0]?Er(e):[]}),Wf=oi(function(t){var e=ka(t),n=v(t,Mi);return e===ka(n)?e=it:n.pop(),n.length&&n[0]===t[0]?Er(n,ko(e,2)):[]}),Vf=oi(function(t){var e=ka(t),n=v(t,Mi);return e=\"function\"==typeof e?e:it,e&&n.pop(),n.length&&n[0]===t[0]?Er(n,it,e):[]}),zf=oi(Sa),Hf=bo(function(t,e){var n=null==t?0:t.length,r=Fn(t,e);return ei(t,v(e,function(t){return Fo(t,n)?+t:t}).sort(Li)),r}),qf=oi(function(t){return mi(er(t,1,Zu,!0))}),Yf=oi(function(t){var e=ka(t);return Zu(e)&&(e=it),mi(er(t,1,Zu,!0),ko(e,2))}),Kf=oi(function(t){var e=ka(t);return e=\"function\"==typeof e?e:it,mi(er(t,1,Zu,!0),it,e)}),Gf=oi(function(t,e){return Zu(t)?Yn(t,e):[]}),$f=oi(function(t){return wi(p(t,Zu))}),Xf=oi(function(t){var e=ka(t);return Zu(e)&&(e=it),wi(p(t,Zu),ko(e,2))}),Zf=oi(function(t){var e=ka(t);return e=\"function\"==typeof e?e:it,wi(p(t,Zu),it,e)}),Qf=oi(Xa),Jf=oi(function(t){var e=t.length,n=e>1?t[e-1]:it;return n=\"function\"==typeof n?(t.pop(),n):it,Za(t,n)}),tp=bo(function(t){var e=t.length,n=e?t[0]:0,r=this.__wrapped__,o=function(e){return Fn(e,t)};return!(e>1||this.__actions__.length)&&r instanceof b&&Fo(n)?(r=r.slice(n,+n+(e?1:0)),r.__actions__.push({func:nu,args:[o],thisArg:it}),new i(r,this.__chain__).thru(function(t){return e&&!t.length&&t.push(it),t})):this.thru(o)}),ep=Hi(function(t,e,n){bl.call(t,n)?++t[n]:Un(t,n,1)}),np=Ji(va),rp=Ji(ga),ip=Hi(function(t,e,n){bl.call(t,n)?t[n].push(e):Un(t,n,[e])}),op=oi(function(t,e,n){var r=-1,i=\"function\"==typeof e,o=Xu(t)?al(t.length):[];return _f(t,function(t){o[++r]=i?u(e,t,n):Sr(t,e,n)}),o}),ap=Hi(function(t,e,n){Un(t,n,e)}),up=Hi(function(t,e,n){t[n?0:1].push(e)},function(){return[[],[]]}),cp=oi(function(t,e){if(null==t)return[];var n=e.length;return n>1&&jo(t,e[0],e[1])?e=[]:n>2&&jo(e[0],e[1],e[2])&&(e=[e[0]]),Xr(t,er(e,1),[])}),sp=Bl||function(){return ur.Date.now()},lp=oi(function(t,e,n){var r=mt;if(n.length){var i=G(n,Mo(lp));r|=wt}return po(t,r,e,n,i)}),fp=oi(function(t,e,n){var r=mt|yt;if(n.length){var i=G(n,Mo(fp));r|=wt}return po(e,r,t,n,i)}),pp=oi(function(t,e){return qn(t,1,e)}),hp=oi(function(t,e,n){return qn(t,Sc(e)||0,n)});Ru.Cache=pn;var dp=kf(function(t,e){e=1==e.length&&xp(e[0])?v(e[0],R(ko())):v(er(e,1),R(ko()));var n=e.length;return oi(function(r){for(var i=-1,o=Xl(r.length,n);++i<o;)r[i]=e[i].call(this,r[i]);return u(t,this,r)})}),vp=oi(function(t,e){var n=G(e,Mo(vp));return po(t,wt,it,e,n)}),gp=oi(function(t,e){var n=G(e,Mo(gp));return po(t,Ct,it,e,n)}),mp=bo(function(t,e){return po(t,kt,it,it,it,e)}),yp=co(pr),_p=co(function(t,e){return t>=e}),bp=Pr(function(){return arguments}())?Pr:function(t){return sc(t)&&bl.call(t,\"callee\")&&!Il.call(t,\"callee\")},xp=al.isArray,wp=hr?R(hr):Nr,Cp=ql||qs,Mp=dr?R(dr):Ar,kp=vr?R(vr):Dr,Ep=gr?R(gr):Ur,Tp=mr?R(mr):Fr,Sp=yr?R(yr):jr,Pp=co(zr),Np=co(function(t,e){return t<=e}),Ap=qi(function(t,e){if(Ho(e)||Xu(e))return void Wi(e,Hc(e),t);for(var n in e)bl.call(e,n)&&On(t,n,e[n])}),Op=qi(function(t,e){Wi(e,qc(e),t)}),Ip=qi(function(t,e,n,r){Wi(e,qc(e),t,r)}),Dp=qi(function(t,e,n,r){Wi(e,Hc(e),t,r)}),Rp=bo(Fn),Lp=oi(function(t){return t.push(it,ho),u(Ip,it,t)}),Up=oi(function(t){return t.push(it,vo),u(Vp,it,t)}),Fp=no(function(t,e,n){t[e]=n},Os(Ds)),jp=no(function(t,e,n){bl.call(t,e)?t[e].push(n):t[e]=[n]},ko),Bp=oi(Sr),Wp=qi(function(t,e,n){Kr(t,e,n)}),Vp=qi(function(t,e,n,r){Kr(t,e,n,r)}),zp=bo(function(t,e){var n={};if(null==t)return n;var r=!1;e=v(e,function(e){return e=Ei(e,t),r||(r=e.length>1),e}),Wi(t,wo(t),n),r&&(n=Bn(n,pt|ht|dt,go));for(var i=e.length;i--;)yi(n,e[i]);return n}),Hp=bo(function(t,e){return null==t?{}:Zr(t,e)}),qp=fo(Hc),Yp=fo(qc),Kp=Xi(function(t,e,n){return e=e.toLowerCase(),t+(n?cs(e):e)}),Gp=Xi(function(t,e,n){return t+(n?\"-\":\"\")+e.toLowerCase()}),$p=Xi(function(t,e,n){return t+(n?\" \":\"\")+e.toLowerCase()}),Xp=$i(\"toLowerCase\"),Zp=Xi(function(t,e,n){return t+(n?\"_\":\"\")+e.toLowerCase()}),Qp=Xi(function(t,e,n){return t+(n?\" \":\"\")+th(e)}),Jp=Xi(function(t,e,n){return t+(n?\" \":\"\")+e.toUpperCase()}),th=$i(\"toUpperCase\"),eh=oi(function(t,e){try{return u(t,it,e)}catch(t){return rc(t)?t:new cl(t)}}),nh=bo(function(t,e){return s(e,function(e){e=ra(e),Un(t,e,lp(t[e],t))}),t}),rh=to(),ih=to(!0),oh=oi(function(t,e){return function(n){return Sr(n,t,e)}}),ah=oi(function(t,e){return function(n){return Sr(t,n,e)}}),uh=io(v),ch=io(f),sh=io(_),lh=uo(),fh=uo(!0),ph=ro(function(t,e){return t+e},0),hh=lo(\"ceil\"),dh=ro(function(t,e){return t/e},1),vh=lo(\"floor\"),gh=ro(function(t,e){return t*e},1),mh=lo(\"round\"),yh=ro(function(t,e){return t-e},0);return n.after=Su,n.ary=Pu,n.assign=Ap,n.assignIn=Op,n.assignInWith=Ip,n.assignWith=Dp,n.at=Rp,n.before=Nu,n.bind=lp,n.bindAll=nh,n.bindKey=fp,n.castArray=zu,n.chain=tu,n.chunk=ua,n.compact=ca,n.concat=sa,n.cond=Ns,n.conforms=As,n.constant=Os,n.countBy=ep,n.create=Oc,n.curry=Au,n.curryRight=Ou,n.debounce=Iu,n.defaults=Lp,n.defaultsDeep=Up,n.defer=pp,n.delay=hp,n.difference=Uf,n.differenceBy=Ff,n.differenceWith=jf,n.drop=la,n.dropRight=fa,n.dropRightWhile=pa,n.dropWhile=ha,n.fill=da,n.filter=fu,n.flatMap=pu,n.flatMapDeep=hu,n.flatMapDepth=du,n.flatten=ma,n.flattenDeep=ya,n.flattenDepth=_a,n.flip=Du,n.flow=rh,n.flowRight=ih,n.fromPairs=ba,n.functions=jc,n.functionsIn=Bc,n.groupBy=ip,n.initial=Ca,n.intersection=Bf,n.intersectionBy=Wf,n.intersectionWith=Vf,n.invert=Fp,n.invertBy=jp,n.invokeMap=op,n.iteratee=Rs,n.keyBy=ap,n.keys=Hc,n.keysIn=qc,n.map=yu,n.mapKeys=Yc,n.mapValues=Kc,n.matches=Ls,n.matchesProperty=Us,n.memoize=Ru,n.merge=Wp,n.mergeWith=Vp,n.method=oh,n.methodOf=ah,n.mixin=Fs,n.negate=Lu,n.nthArg=Ws,n.omit=zp,n.omitBy=Gc,n.once=Uu,n.orderBy=_u,n.over=uh,n.overArgs=dp,n.overEvery=ch,n.overSome=sh,n.partial=vp,n.partialRight=gp,n.partition=up,n.pick=Hp,n.pickBy=$c,n.property=Vs,n.propertyOf=zs,n.pull=zf,n.pullAll=Sa,n.pullAllBy=Pa,n.pullAllWith=Na,n.pullAt=Hf,n.range=lh,n.rangeRight=fh,n.rearg=mp,n.reject=wu,n.remove=Aa,n.rest=Fu,n.reverse=Oa,n.sampleSize=Mu,n.set=Zc,n.setWith=Qc,n.shuffle=ku,n.slice=Ia,n.sortBy=cp,n.sortedUniq=Ba,n.sortedUniqBy=Wa,n.split=_s,n.spread=ju,n.tail=Va,n.take=za,n.takeRight=Ha,n.takeRightWhile=qa,n.takeWhile=Ya,n.tap=eu,n.throttle=Bu,n.thru=nu,n.toArray=Mc,n.toPairs=qp,n.toPairsIn=Yp,n.toPath=Xs,n.toPlainObject=Pc,n.transform=Jc,n.unary=Wu,n.union=qf,n.unionBy=Yf,n.unionWith=Kf,n.uniq=Ka,n.uniqBy=Ga,n.uniqWith=$a,n.unset=ts,n.unzip=Xa,n.unzipWith=Za,n.update=es,n.updateWith=ns,n.values=rs,n.valuesIn=is,n.without=Gf,n.words=Ps,n.wrap=Vu,n.xor=$f,n.xorBy=Xf,n.xorWith=Zf,n.zip=Qf,n.zipObject=Qa,n.zipObjectDeep=Ja,n.zipWith=Jf,n.entries=qp,n.entriesIn=Yp,n.extend=Op,n.extendWith=Ip,Fs(n,n),n.add=ph,n.attempt=eh,n.camelCase=Kp,n.capitalize=cs,n.ceil=hh,n.clamp=os,n.clone=Hu,n.cloneDeep=Yu,n.cloneDeepWith=Ku,n.cloneWith=qu,n.conformsTo=Gu,n.deburr=ss,n.defaultTo=Is,n.divide=dh,n.endsWith=ls,n.eq=$u,n.escape=fs,n.escapeRegExp=ps,n.every=lu,n.find=np,n.findIndex=va,n.findKey=Ic,n.findLast=rp,n.findLastIndex=ga,n.findLastKey=Dc,n.floor=vh,n.forEach=vu,n.forEachRight=gu,n.forIn=Rc,n.forInRight=Lc,n.forOwn=Uc,n.forOwnRight=Fc,n.get=Wc,n.gt=yp,n.gte=_p,n.has=Vc,n.hasIn=zc,n.head=xa,n.identity=Ds,n.includes=mu,n.indexOf=wa,n.inRange=as,n.invoke=Bp,n.isArguments=bp,n.isArray=xp,n.isArrayBuffer=wp,n.isArrayLike=Xu,n.isArrayLikeObject=Zu,n.isBoolean=Qu,n.isBuffer=Cp,n.isDate=Mp,n.isElement=Ju,n.isEmpty=tc,n.isEqual=ec,n.isEqualWith=nc,n.isError=rc,n.isFinite=ic,n.isFunction=oc,n.isInteger=ac,n.isLength=uc,n.isMap=kp,n.isMatch=lc,n.isMatchWith=fc,n.isNaN=pc,n.isNative=hc,n.isNil=vc,n.isNull=dc,n.isNumber=gc,n.isObject=cc,n.isObjectLike=sc,n.isPlainObject=mc,n.isRegExp=Ep,n.isSafeInteger=yc,n.isSet=Tp,n.isString=_c,n.isSymbol=bc,n.isTypedArray=Sp,n.isUndefined=xc,n.isWeakMap=wc,n.isWeakSet=Cc,n.join=Ma,n.kebabCase=Gp,n.last=ka,n.lastIndexOf=Ea,n.lowerCase=$p,n.lowerFirst=Xp,n.lt=Pp,n.lte=Np,n.max=Qs,n.maxBy=Js,n.mean=tl,n.meanBy=el,n.min=nl,n.minBy=rl,n.stubArray=Hs,n.stubFalse=qs,n.stubObject=Ys,n.stubString=Ks,n.stubTrue=Gs,n.multiply=gh,n.nth=Ta,n.noConflict=js,n.noop=Bs,n.now=sp,n.pad=hs,n.padEnd=ds,n.padStart=vs,n.parseInt=gs,n.random=us,n.reduce=bu,n.reduceRight=xu,n.repeat=ms,n.replace=ys,n.result=Xc,n.round=mh,n.runInContext=t,n.sample=Cu,n.size=Eu,n.snakeCase=Zp,n.some=Tu,n.sortedIndex=Da,n.sortedIndexBy=Ra,n.sortedIndexOf=La,n.sortedLastIndex=Ua,n.sortedLastIndexBy=Fa,n.sortedLastIndexOf=ja,n.startCase=Qp,n.startsWith=bs,n.subtract=yh,n.sum=il,n.sumBy=ol,n.template=xs,n.times=$s,n.toFinite=kc,n.toInteger=Ec,n.toLength=Tc,n.toLower=ws,n.toNumber=Sc,n.toSafeInteger=Nc,n.toString=Ac,n.toUpper=Cs,n.trim=Ms,n.trimEnd=ks,n.trimStart=Es,n.truncate=Ts,n.unescape=Ss,n.uniqueId=Zs,n.upperCase=Jp,n.upperFirst=th,n.each=vu,n.eachRight=gu,n.first=xa,Fs(n,function(){var t={};return nr(n,function(e,r){bl.call(n.prototype,r)||(t[r]=e)}),t}(),{chain:!1}),n.VERSION=ot,s([\"bind\",\"bindKey\",\"curry\",\"curryRight\",\"partial\",\"partialRight\"],function(t){n[t].placeholder=n}),s([\"drop\",\"take\"],function(t,e){b.prototype[t]=function(n){n=n===it?1:$l(Ec(n),0);var r=this.__filtered__&&!e?new b(this):this.clone();return r.__filtered__?r.__takeCount__=Xl(n,r.__takeCount__):r.__views__.push({size:Xl(n,Ft),type:t+(r.__dir__<0?\"Right\":\"\")}),r},b.prototype[t+\"Right\"]=function(e){return this.reverse()[t](e).reverse()}}),s([\"filter\",\"map\",\"takeWhile\"],function(t,e){var n=e+1,r=n==At||n==It;b.prototype[t]=function(t){var e=this.clone();return e.__iteratees__.push({iteratee:ko(t,3),type:n}),e.__filtered__=e.__filtered__||r,e}}),s([\"head\",\"last\"],function(t,e){var n=\"take\"+(e?\"Right\":\"\");b.prototype[t]=function(){return this[n](1).value()[0]}}),s([\"initial\",\"tail\"],function(t,e){var n=\"drop\"+(e?\"\":\"Right\");b.prototype[t]=function(){return this.__filtered__?new b(this):this[n](1)}}),b.prototype.compact=function(){return this.filter(Ds)},b.prototype.find=function(t){return this.filter(t).head()},b.prototype.findLast=function(t){return this.reverse().find(t)},b.prototype.invokeMap=oi(function(t,e){return\"function\"==typeof t?new b(this):this.map(function(n){return Sr(n,t,e)})}),b.prototype.reject=function(t){return this.filter(Lu(ko(t)))},b.prototype.slice=function(t,e){t=Ec(t);var n=this;return n.__filtered__&&(t>0||e<0)?new b(n):(t<0?n=n.takeRight(-t):t&&(n=n.drop(t)),e!==it&&(e=Ec(e),n=e<0?n.dropRight(-e):n.take(e-t)),n)},b.prototype.takeRightWhile=function(t){return this.reverse().takeWhile(t).reverse()},b.prototype.toArray=function(){return this.take(Ft)},nr(b.prototype,function(t,e){var r=/^(?:filter|find|map|reject)|While$/.test(e),o=/^(?:head|last)$/.test(e),a=n[o?\"take\"+(\"last\"==e?\"Right\":\"\"):e],u=o||/^find/.test(e);a&&(n.prototype[e]=function(){var e=this.__wrapped__,c=o?[1]:arguments,s=e instanceof b,l=c[0],f=s||xp(e),p=function(t){var e=a.apply(n,g([t],c));return o&&h?e[0]:e};f&&r&&\"function\"==typeof l&&1!=l.length&&(s=f=!1);var h=this.__chain__,d=!!this.__actions__.length,v=u&&!h,m=s&&!d;if(!u&&f){e=m?e:new b(this);var y=t.apply(e,c);return y.__actions__.push({func:nu,args:[p],thisArg:it}),new i(y,h)}return v&&m?t.apply(this,c):(y=this.thru(p),v?o?y.value()[0]:y.value():y)})}),s([\"pop\",\"push\",\"shift\",\"sort\",\"splice\",\"unshift\"],function(t){var e=vl[t],r=/^(?:push|sort|unshift)$/.test(t)?\"tap\":\"thru\",i=/^(?:pop|shift)$/.test(t);n.prototype[t]=function(){var t=arguments;if(i&&!this.__chain__){var n=this.value();return e.apply(xp(n)?n:[],t)}return this[r](function(n){return e.apply(xp(n)?n:[],t)})}}),nr(b.prototype,function(t,e){var r=n[e];if(r){var i=r.name+\"\",o=sf[i]||(sf[i]=[]);o.push({name:e,func:r})}}),sf[eo(it,yt).name]=[{name:\"wrapper\",func:it}],b.prototype.clone=P,b.prototype.reverse=Z,b.prototype.value=et,n.prototype.at=tp,n.prototype.chain=ru,n.prototype.commit=iu,n.prototype.next=ou,n.prototype.plant=uu,n.prototype.reverse=cu,n.prototype.toJSON=n.prototype.valueOf=n.prototype.value=su,n.prototype.first=n.prototype.head,Ll&&(n.prototype[Ll]=au),n},Mr=Cr();ur._=Mr,i=function(){return Mr}.call(e,n,e,r),!(i!==it&&(r.exports=i))}).call(this)}).call(e,n(99),n(100)(t))},function(t,e,n){\"use strict\";var r={remove:function(t){t._reactInternalInstance=void 0},get:function(t){return t._reactInternalInstance},has:function(t){return void 0!==t._reactInternalInstance},set:function(t,e){t._reactInternalInstance=e}};t.exports=r},function(t,e,n){\"use strict\";t.exports=n(26)},function(t,e,n){\"use strict\";var r=n(61);e.a=function(t){return t=n.i(r.a)(Math.abs(t)),t?t[1]:NaN}},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return t+e*n}}},function(t,e,n){\"use strict\";var r=n(228);n.d(e,\"a\",function(){return r.a})},function(t,e,n){\"use strict\";function r(t,e){return(e-=t=+t)?function(n){return(n-t)/e}:n.i(h.a)(e)}function i(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=e?0:t>=n?1:r(t)}}}function o(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=0?e:t>=1?n:r(t)}}}function a(t,e,n,r){var i=t[0],o=t[1],a=e[0],u=e[1];return o<i?(i=n(o,i),a=r(u,a)):(i=n(i,o),a=r(a,u)),function(t){return a(i(t))}}function u(t,e,r,i){var o=Math.min(t.length,e.length)-1,a=new Array(o),u=new Array(o),c=-1;for(t[o]<t[0]&&(t=t.slice().reverse(),e=e.slice().reverse());++c<o;)a[c]=r(t[c],t[c+1]),u[c]=i(e[c],e[c+1]);return function(e){var r=n.i(l.c)(t,e,1,o)-1;return u[r](a[r](e))}}function c(t,e){return e.domain(t.domain()).range(t.range()).interpolate(t.interpolate()).clamp(t.clamp())}function s(t,e){function n(){return s=Math.min(g.length,m.length)>2?u:a,l=h=null,c}function c(e){return(l||(l=s(g,m,_?i(t):t,y)))(+e)}var s,l,h,g=v,m=v,y=f.b,_=!1;return c.invert=function(t){return(h||(h=s(m,g,r,_?o(e):e)))(+t)},c.domain=function(t){return arguments.length?(g=p.a.call(t,d.a),n()):g.slice()},c.range=function(t){return arguments.length?(m=p.b.call(t),n()):m.slice()},c.rangeRound=function(t){return m=p.b.call(t),y=f.c,n()},c.clamp=function(t){return arguments.length?(_=!!t,n()):_},c.interpolate=function(t){return arguments.length?(y=t,n()):y},n()}var l=n(12),f=n(31),p=n(16),h=n(65),d=n(126);e.b=r,e.c=c,e.a=s;var v=[0,1]},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo((2*t._x0+t._x1)/3,(2*t._y0+t._y1)/3,(t._x0+2*t._x1)/3,(t._y0+2*t._y1)/3,(t._x0+4*t._x1+e)/6,(t._y0+4*t._y1+n)/6)}function i(t){this._context=t}e.c=r,e.b=i,i.prototype={\n",
       "areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){switch(this._point){case 3:r(this,this._x1,this._y1);case 2:this._context.lineTo(this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,this._context.lineTo((5*this._x0+this._x1)/6,(5*this._y0+this._y1)/6);default:r(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new i(t)}},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo(t._x1+t._k*(t._x2-t._x0),t._y1+t._k*(t._y2-t._y0),t._x2+t._k*(t._x1-e),t._y2+t._k*(t._y1-n),t._x2,t._y2)}function i(t,e){this._context=t,this._k=(1-e)/6}e.c=r,e.b=i,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:r(this,this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2,this._x1=t,this._y1=e;break;case 2:this._point=3;default:r(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new i(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._context=t}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._point=0},lineEnd:function(){(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:this._context.lineTo(t,e)}}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";e.a=function(){}},function(t,e,n){\"use strict\";function r(t){return\"topMouseUp\"===t||\"topTouchEnd\"===t||\"topTouchCancel\"===t}function i(t){return\"topMouseMove\"===t||\"topTouchMove\"===t}function o(t){return\"topMouseDown\"===t||\"topTouchStart\"===t}function a(t,e,n,r){var i=t.type||\"unknown-event\";t.currentTarget=m.getNodeFromInstance(r),e?v.invokeGuardedCallbackWithCatch(i,n,t):v.invokeGuardedCallback(i,n,t),t.currentTarget=null}function u(t,e){var n=t._dispatchListeners,r=t._dispatchInstances;if(Array.isArray(n))for(var i=0;i<n.length&&!t.isPropagationStopped();i++)a(t,e,n[i],r[i]);else n&&a(t,e,n,r);t._dispatchListeners=null,t._dispatchInstances=null}function c(t){var e=t._dispatchListeners,n=t._dispatchInstances;if(Array.isArray(e)){for(var r=0;r<e.length&&!t.isPropagationStopped();r++)if(e[r](t,n[r]))return n[r]}else if(e&&e(t,n))return n;return null}function s(t){var e=c(t);return t._dispatchInstances=null,t._dispatchListeners=null,e}function l(t){var e=t._dispatchListeners,n=t._dispatchInstances;Array.isArray(e)?d(\"103\"):void 0,t.currentTarget=e?m.getNodeFromInstance(n):null;var r=e?e(t):null;return t.currentTarget=null,t._dispatchListeners=null,t._dispatchInstances=null,r}function f(t){return!!t._dispatchListeners}var p,h,d=n(2),v=n(87),g=(n(0),n(1),{injectComponentTree:function(t){p=t},injectTreeTraversal:function(t){h=t}}),m={isEndish:r,isMoveish:i,isStartish:o,executeDirectDispatch:l,executeDispatchesInOrder:u,executeDispatchesInOrderStopAtTrue:s,hasDispatches:f,getInstanceFromNode:function(t){return p.getInstanceFromNode(t)},getNodeFromInstance:function(t){return p.getNodeFromInstance(t)},isAncestor:function(t,e){return h.isAncestor(t,e)},getLowestCommonAncestor:function(t,e){return h.getLowestCommonAncestor(t,e)},getParentInstance:function(t){return h.getParentInstance(t)},traverseTwoPhase:function(t,e,n){return h.traverseTwoPhase(t,e,n)},traverseEnterLeave:function(t,e,n,r,i){return h.traverseEnterLeave(t,e,n,r,i)},injection:g};t.exports=m},function(t,e,n){\"use strict\";function r(t){return Object.prototype.hasOwnProperty.call(t,v)||(t[v]=h++,f[t[v]]={}),f[t[v]]}var i,o=n(3),a=n(83),u=n(360),c=n(89),s=n(393),l=n(94),f={},p=!1,h=0,d={topAbort:\"abort\",topAnimationEnd:s(\"animationend\")||\"animationend\",topAnimationIteration:s(\"animationiteration\")||\"animationiteration\",topAnimationStart:s(\"animationstart\")||\"animationstart\",topBlur:\"blur\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topChange:\"change\",topClick:\"click\",topCompositionEnd:\"compositionend\",topCompositionStart:\"compositionstart\",topCompositionUpdate:\"compositionupdate\",topContextMenu:\"contextmenu\",topCopy:\"copy\",topCut:\"cut\",topDoubleClick:\"dblclick\",topDrag:\"drag\",topDragEnd:\"dragend\",topDragEnter:\"dragenter\",topDragExit:\"dragexit\",topDragLeave:\"dragleave\",topDragOver:\"dragover\",topDragStart:\"dragstart\",topDrop:\"drop\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topFocus:\"focus\",topInput:\"input\",topKeyDown:\"keydown\",topKeyPress:\"keypress\",topKeyUp:\"keyup\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topMouseDown:\"mousedown\",topMouseMove:\"mousemove\",topMouseOut:\"mouseout\",topMouseOver:\"mouseover\",topMouseUp:\"mouseup\",topPaste:\"paste\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topScroll:\"scroll\",topSeeked:\"seeked\",topSeeking:\"seeking\",topSelectionChange:\"selectionchange\",topStalled:\"stalled\",topSuspend:\"suspend\",topTextInput:\"textInput\",topTimeUpdate:\"timeupdate\",topTouchCancel:\"touchcancel\",topTouchEnd:\"touchend\",topTouchMove:\"touchmove\",topTouchStart:\"touchstart\",topTransitionEnd:s(\"transitionend\")||\"transitionend\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\",topWheel:\"wheel\"},v=\"_reactListenersID\"+String(Math.random()).slice(2),g=o({},u,{ReactEventListener:null,injection:{injectReactEventListener:function(t){t.setHandleTopLevel(g.handleTopLevel),g.ReactEventListener=t}},setEnabled:function(t){g.ReactEventListener&&g.ReactEventListener.setEnabled(t)},isEnabled:function(){return!(!g.ReactEventListener||!g.ReactEventListener.isEnabled())},listenTo:function(t,e){for(var n=e,i=r(n),o=a.registrationNameDependencies[t],u=0;u<o.length;u++){var c=o[u];i.hasOwnProperty(c)&&i[c]||(\"topWheel\"===c?l(\"wheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"wheel\",n):l(\"mousewheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"mousewheel\",n):g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"DOMMouseScroll\",n):\"topScroll\"===c?l(\"scroll\",!0)?g.ReactEventListener.trapCapturedEvent(\"topScroll\",\"scroll\",n):g.ReactEventListener.trapBubbledEvent(\"topScroll\",\"scroll\",g.ReactEventListener.WINDOW_HANDLE):\"topFocus\"===c||\"topBlur\"===c?(l(\"focus\",!0)?(g.ReactEventListener.trapCapturedEvent(\"topFocus\",\"focus\",n),g.ReactEventListener.trapCapturedEvent(\"topBlur\",\"blur\",n)):l(\"focusin\")&&(g.ReactEventListener.trapBubbledEvent(\"topFocus\",\"focusin\",n),g.ReactEventListener.trapBubbledEvent(\"topBlur\",\"focusout\",n)),i.topBlur=!0,i.topFocus=!0):d.hasOwnProperty(c)&&g.ReactEventListener.trapBubbledEvent(c,d[c],n),i[c]=!0)}},trapBubbledEvent:function(t,e,n){return g.ReactEventListener.trapBubbledEvent(t,e,n)},trapCapturedEvent:function(t,e,n){return g.ReactEventListener.trapCapturedEvent(t,e,n)},supportsEventPageXY:function(){if(!document.createEvent)return!1;var t=document.createEvent(\"MouseEvent\");return null!=t&&\"pageX\"in t},ensureScrollValueMonitoring:function(){if(void 0===i&&(i=g.supportsEventPageXY()),!i&&!p){var t=c.refreshScrollValues;g.ReactEventListener.monitorScrollValue(t),p=!0}}});t.exports=g},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(89),a=n(92),u={screenX:null,screenY:null,clientX:null,clientY:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,getModifierState:a,button:function(t){var e=t.button;return\"which\"in t?e:2===e?2:4===e?1:0},buttons:null,relatedTarget:function(t){return t.relatedTarget||(t.fromElement===t.srcElement?t.toElement:t.fromElement)},pageX:function(t){return\"pageX\"in t?t.pageX:t.clientX+o.currentScrollLeft},pageY:function(t){return\"pageY\"in t?t.pageY:t.clientY+o.currentScrollTop}};i.augmentClass(r,u),t.exports=r},function(t,e,n){\"use strict\";var r=n(2),i=(n(0),{}),o={reinitializeTransaction:function(){this.transactionWrappers=this.getTransactionWrappers(),this.wrapperInitData?this.wrapperInitData.length=0:this.wrapperInitData=[],this._isInTransaction=!1},_isInTransaction:!1,getTransactionWrappers:null,isInTransaction:function(){return!!this._isInTransaction},perform:function(t,e,n,i,o,a,u,c){this.isInTransaction()?r(\"27\"):void 0;var s,l;try{this._isInTransaction=!0,s=!0,this.initializeAll(0),l=t.call(e,n,i,o,a,u,c),s=!1}finally{try{if(s)try{this.closeAll(0)}catch(t){}else this.closeAll(0)}finally{this._isInTransaction=!1}}return l},initializeAll:function(t){for(var e=this.transactionWrappers,n=t;n<e.length;n++){var r=e[n];try{this.wrapperInitData[n]=i,this.wrapperInitData[n]=r.initialize?r.initialize.call(this):null}finally{if(this.wrapperInitData[n]===i)try{this.initializeAll(n+1)}catch(t){}}}},closeAll:function(t){this.isInTransaction()?void 0:r(\"28\");for(var e=this.transactionWrappers,n=t;n<e.length;n++){var o,a=e[n],u=this.wrapperInitData[n];try{o=!0,u!==i&&a.close&&a.close.call(this,u),o=!1}finally{if(o)try{this.closeAll(n+1)}catch(t){}}}this.wrapperInitData.length=0}};t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=\"\"+t,n=o.exec(e);if(!n)return e;var r,i=\"\",a=0,u=0;for(a=n.index;a<e.length;a++){switch(e.charCodeAt(a)){case 34:r=\"&quot;\";break;case 38:r=\"&amp;\";break;case 39:r=\"&#x27;\";break;case 60:r=\"&lt;\";break;case 62:r=\"&gt;\";break;default:continue}u!==a&&(i+=e.substring(u,a)),u=a+1,i+=r}return u!==a?i+e.substring(u,a):i}function i(t){return\"boolean\"==typeof t||\"number\"==typeof t?\"\"+t:r(t)}var o=/[\"'&<>]/;t.exports=i},function(t,e,n){\"use strict\";var r,i=n(6),o=n(82),a=/^[ \\r\\n\\t\\f]/,u=/<(!--|link|noscript|meta|script|style)[ \\r\\n\\t\\f\\/>]/,c=n(90),s=c(function(t,e){if(t.namespaceURI!==o.svg||\"innerHTML\"in t)t.innerHTML=e;else{r=r||document.createElement(\"div\"),r.innerHTML=\"<svg>\"+e+\"</svg>\";for(var n=r.firstChild;n.firstChild;)t.appendChild(n.firstChild)}});if(i.canUseDOM){var l=document.createElement(\"div\");l.innerHTML=\" \",\"\"===l.innerHTML&&(s=function(t,e){if(t.parentNode&&t.parentNode.replaceChild(t,t),a.test(e)||\"<\"===e[0]&&u.test(e)){t.innerHTML=String.fromCharCode(65279)+e;var n=t.firstChild;1===n.data.length?t.removeChild(n):n.deleteData(0,1)}else t.innerHTML=e}),l=null}t.exports=s},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0}),e.default={colors:{RdBu:[\"rgb(255, 13, 87)\",\"rgb(30, 136, 229)\"],GnPR:[\"rgb(24, 196, 93)\",\"rgb(124, 82, 255)\"],CyPU:[\"#0099C6\",\"#990099\"],PkYg:[\"#DD4477\",\"#66AA00\"],DrDb:[\"#B82E2E\",\"#316395\"],LpLb:[\"#994499\",\"#22AA99\"],YlDp:[\"#AAAA11\",\"#6633CC\"],OrId:[\"#E67300\",\"#3E0099\"]},gray:\"#777\"}},function(t,e,n){\"use strict\";var r=n(29);e.a=function(t,e,n){if(null==n&&(n=r.a),i=t.length){if((e=+e)<=0||i<2)return+n(t[0],0,t);if(e>=1)return+n(t[i-1],i-1,t);var i,o=(i-1)*e,a=Math.floor(o),u=+n(t[a],a,t),c=+n(t[a+1],a+1,t);return u+(c-u)*(o-a)}}},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t,e){n.set(e,t)});else if(Array.isArray(t)){var i,o=-1,a=t.length;if(null==e)for(;++o<a;)n.set(o,t[o]);else for(;++o<a;)n.set(e(i=t[o],o,t),i)}else if(t)for(var u in t)n.set(u,t[u]);return n}n.d(e,\"b\",function(){return o});var o=\"$\";r.prototype=i.prototype={constructor:r,has:function(t){return o+t in this},get:function(t){return this[o+t]},set:function(t,e){return this[o+t]=e,this},remove:function(t){var e=o+t;return e in this&&delete this[e]},clear:function(){for(var t in this)t[0]===o&&delete this[t]},keys:function(){var t=[];for(var e in this)e[0]===o&&t.push(e.slice(1));return t},values:function(){var t=[];for(var e in this)e[0]===o&&t.push(this[e]);return t},entries:function(){var t=[];for(var e in this)e[0]===o&&t.push({key:e.slice(1),value:this[e]});return t},size:function(){var t=0;for(var e in this)e[0]===o&&++t;return t},empty:function(){for(var t in this)if(t[0]===o)return!1;return!0},each:function(t){for(var e in this)e[0]===o&&t(this[e],e.slice(1),this)}},e.a=i},function(t,e,n){\"use strict\";function r(){}function i(t){var e;return t=(t+\"\").trim().toLowerCase(),(e=x.exec(t))?(e=parseInt(e[1],16),new s(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1)):(e=w.exec(t))?o(parseInt(e[1],16)):(e=C.exec(t))?new s(e[1],e[2],e[3],1):(e=M.exec(t))?new s(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=k.exec(t))?a(e[1],e[2],e[3],e[4]):(e=E.exec(t))?a(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=T.exec(t))?l(e[1],e[2]/100,e[3]/100,1):(e=S.exec(t))?l(e[1],e[2]/100,e[3]/100,e[4]):P.hasOwnProperty(t)?o(P[t]):\"transparent\"===t?new s(NaN,NaN,NaN,0):null}function o(t){return new s(t>>16&255,t>>8&255,255&t,1)}function a(t,e,n,r){return r<=0&&(t=e=n=NaN),new s(t,e,n,r)}function u(t){return t instanceof r||(t=i(t)),t?(t=t.rgb(),new s(t.r,t.g,t.b,t.opacity)):new s}function c(t,e,n,r){return 1===arguments.length?u(t):new s(t,e,n,null==r?1:r)}function s(t,e,n,r){this.r=+t,this.g=+e,this.b=+n,this.opacity=+r}function l(t,e,n,r){return r<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new h(t,e,n,r)}function f(t){if(t instanceof h)return new h(t.h,t.s,t.l,t.opacity);if(t instanceof r||(t=i(t)),!t)return new h;if(t instanceof h)return t;t=t.rgb();var e=t.r/255,n=t.g/255,o=t.b/255,a=Math.min(e,n,o),u=Math.max(e,n,o),c=NaN,s=u-a,l=(u+a)/2;return s?(c=e===u?(n-o)/s+6*(n<o):n===u?(o-e)/s+2:(e-n)/s+4,s/=l<.5?u+a:2-u-a,c*=60):s=l>0&&l<1?0:c,new h(c,s,l,t.opacity)}function p(t,e,n,r){return 1===arguments.length?f(t):new h(t,e,n,null==r?1:r)}function h(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}function d(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}var v=n(60);e.f=r,n.d(e,\"h\",function(){return g}),n.d(e,\"g\",function(){return m}),e.a=i,e.e=u,e.b=c,e.d=s,e.c=p;var g=.7,m=1/g,y=\"\\\\s*([+-]?\\\\d+)\\\\s*\",_=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)\\\\s*\",b=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)%\\\\s*\",x=/^#([0-9a-f]{3})$/,w=/^#([0-9a-f]{6})$/,C=new RegExp(\"^rgb\\\\(\"+[y,y,y]+\"\\\\)$\"),M=new RegExp(\"^rgb\\\\(\"+[b,b,b]+\"\\\\)$\"),k=new RegExp(\"^rgba\\\\(\"+[y,y,y,_]+\"\\\\)$\"),E=new RegExp(\"^rgba\\\\(\"+[b,b,b,_]+\"\\\\)$\"),T=new RegExp(\"^hsl\\\\(\"+[_,b,b]+\"\\\\)$\"),S=new RegExp(\"^hsla\\\\(\"+[_,b,b,_]+\"\\\\)$\"),P={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};n.i(v.a)(r,i,{displayable:function(){return this.rgb().displayable()},toString:function(){return this.rgb()+\"\"}}),n.i(v.a)(s,c,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return 0<=this.r&&this.r<=255&&0<=this.g&&this.g<=255&&0<=this.b&&this.b<=255&&0<=this.opacity&&this.opacity<=1},toString:function(){var t=this.opacity;return t=isNaN(t)?1:Math.max(0,Math.min(1,t)),(1===t?\"rgb(\":\"rgba(\")+Math.max(0,Math.min(255,Math.round(this.r)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.g)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?\")\":\", \"+t+\")\")}})),n.i(v.a)(h,p,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new h(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new h(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,r=n+(n<.5?n:1-n)*e,i=2*n-r;return new s(d(t>=240?t-240:t+120,i,r),d(t,i,r),d(t<120?t+240:t-120,i,r),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1}}))},function(t,e,n){\"use strict\";function r(t,e){var n=Object.create(t.prototype);for(var r in e)n[r]=e[r];return n}e.b=r,e.a=function(t,e,n){t.prototype=e.prototype=n,n.constructor=t}},function(t,e,n){\"use strict\";e.a=function(t,e){if((n=(t=e?t.toExponential(e-1):t.toExponential()).indexOf(\"e\"))<0)return null;var n,r=t.slice(0,n);return[r.length>1?r[0]+r.slice(2):r,+t.slice(n+1)]}},function(t,e,n){\"use strict\";function r(t,e,n,r,i){var o=t*t,a=o*t;return((1-3*t+3*o-a)*e+(4-6*o+3*a)*n+(1+3*t+3*o-3*a)*r+a*i)/6}e.b=r,e.a=function(t){var e=t.length-1;return function(n){var i=n<=0?n=0:n>=1?(n=1,e-1):Math.floor(n*e),o=t[i],a=t[i+1],u=i>0?t[i-1]:2*o-a,c=i<e-1?t[i+2]:2*a-o;return r((n-i/e)*e,u,o,a,c)}}},function(t,e,n){\"use strict\";var r=n(10),i=n(123),o=n(118),a=n(121),u=n(43),c=n(122),s=n(124),l=n(120);e.a=function(t,e){var f,p=typeof e;return null==e||\"boolean\"===p?n.i(l.a)(e):(\"number\"===p?u.a:\"string\"===p?(f=n.i(r.color)(e))?(e=f,i.a):s.a:e instanceof r.color?i.a:e instanceof Date?a.a:Array.isArray(e)?o.a:isNaN(e)?c.a:u.a)(t,e)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(229);n.d(e,\"scaleBand\",function(){return r.a}),n.d(e,\"scalePoint\",function(){return r.b});var i=n(235);n.d(e,\"scaleIdentity\",function(){return i.a});var o=n(34);n.d(e,\"scaleLinear\",function(){return o.a});var a=n(236);n.d(e,\"scaleLog\",function(){return a.a});var u=n(127);n.d(e,\"scaleOrdinal\",function(){return u.a}),n.d(e,\"scaleImplicit\",function(){return u.b});var c=n(237);n.d(e,\"scalePow\",function(){return c.a}),n.d(e,\"scaleSqrt\",function(){return c.b});var s=n(238);n.d(e,\"scaleQuantile\",function(){return s.a});var l=n(239);n.d(e,\"scaleQuantize\",function(){return l.a});var f=n(242);n.d(e,\"scaleThreshold\",function(){return f.a});var p=n(128);n.d(e,\"scaleTime\",function(){return p.a});var h=n(244);n.d(e,\"scaleUtc\",function(){return h.a});var d=n(230);n.d(e,\"schemeCategory10\",function(){return d.a});var v=n(232);n.d(e,\"schemeCategory20b\",function(){return v.a});var g=n(233);n.d(e,\"schemeCategory20c\",function(){return g.a});var m=n(231);n.d(e,\"schemeCategory20\",function(){return m.a});var y=n(234);n.d(e,\"interpolateCubehelixDefault\",function(){return y.a});var _=n(240);n.d(e,\"interpolateRainbow\",function(){return _.a}),n.d(e,\"interpolateWarm\",function(){return _.b}),n.d(e,\"interpolateCool\",function(){return _.c});var b=n(245);n.d(e,\"interpolateViridis\",function(){return b.a}),n.d(e,\"interpolateMagma\",function(){return b.b}),n.d(e,\"interpolateInferno\",function(){return b.c}),n.d(e,\"interpolatePlasma\",function(){return b.d});var x=n(241);n.d(e,\"scaleSequential\",function(){return x.a})},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";function r(t){return function(){var e=this.ownerDocument,n=this.namespaceURI;return n===a.b&&e.documentElement.namespaceURI===a.b?e.createElement(t):e.createElementNS(n,t)}}function i(t){return function(){return this.ownerDocument.createElementNS(t.space,t.local)}}var o=n(67),a=n(68);e.a=function(t){var e=n.i(o.a)(t);return(e.local?i:r)(e)}},function(t,e,n){\"use strict\";var r=n(68);e.a=function(t){var e=t+=\"\",n=e.indexOf(\":\");return n>=0&&\"xmlns\"!==(e=t.slice(0,n))&&(t=t.slice(n+1)),r.a.hasOwnProperty(e)?{space:r.a[e],local:t}:t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r});var r=\"http://www.w3.org/1999/xhtml\";e.a={svg:\"http://www.w3.org/2000/svg\",xhtml:r,xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\",xmlns:\"http://www.w3.org/2000/xmlns/\"}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=t.ownerSVGElement||t;if(n.createSVGPoint){var r=n.createSVGPoint();return r.x=e.clientX,r.y=e.clientY,r=r.matrixTransform(t.getScreenCTM().inverse()),[r.x,r.y]}var i=t.getBoundingClientRect();return[e.clientX-i.left-t.clientLeft,e.clientY-i.top-t.clientTop]}},function(t,e,n){\"use strict\";function r(t,e,n){return t=i(t,e,n),function(e){var n=e.relatedTarget;n&&(n===this||8&n.compareDocumentPosition(this))||t.call(this,e)}}function i(t,e,n){return function(r){var i=l;l=r;try{t.call(this,this.__data__,e,n)}finally{l=i}}}function o(t){return t.trim().split(/^|\\s+/).map(function(t){var e=\"\",n=t.indexOf(\".\");return n>=0&&(e=t.slice(n+1),t=t.slice(0,n)),{type:t,name:e}})}function a(t){return function(){var e=this.__on;if(e){for(var n,r=0,i=-1,o=e.length;r<o;++r)n=e[r],t.type&&n.type!==t.type||n.name!==t.name?e[++i]=n:this.removeEventListener(n.type,n.listener,n.capture);++i?e.length=i:delete this.__on}}}function u(t,e,n){var o=s.hasOwnProperty(t.type)?r:i;return function(r,i,a){var u,c=this.__on,s=o(e,i,a);if(c)for(var l=0,f=c.length;l<f;++l)if((u=c[l]).type===t.type&&u.name===t.name)return this.removeEventListener(u.type,u.listener,u.capture),this.addEventListener(u.type,u.listener=s,u.capture=n),void(u.value=e);this.addEventListener(t.type,s,n),u={type:t.type,name:t.name,value:e,listener:s,capture:n},c?c.push(u):this.__on=[u]}}function c(t,e,n,r){var i=l;t.sourceEvent=l,l=t;try{return e.apply(n,r)}finally{l=i}}n.d(e,\"a\",function(){return l}),e.b=c;var s={},l=null;if(\"undefined\"!=typeof document){var f=document.documentElement;\"onmouseenter\"in f||(s={mouseenter:\"mouseover\",mouseleave:\"mouseout\"})}e.c=function(t,e,n){var r,i,c=o(t+\"\"),s=c.length;{if(!(arguments.length<2)){for(l=e?u:a,null==n&&(n=!1),r=0;r<s;++r)this.each(l(c[r],e,n));return this}var l=this.node().__on;if(l)for(var f,p=0,h=l.length;p<h;++p)for(r=0,f=l[p];r<s;++r)if((i=c[r]).type===f.type&&i.name===f.name)return f.value}}},function(t,e,n){\"use strict\";function r(){}e.a=function(t){return null==t?r:function(){return this.querySelector(t)}}},function(t,e,n){\"use strict\";var r=n(70);e.a=function(){for(var t,e=r.a;t=e.sourceEvent;)e=t;return e}},function(t,e,n){\"use strict\";e.a=function(t){return t.ownerDocument&&t.ownerDocument.defaultView||t.document&&t||t.defaultView}},function(t,e,n){\"use strict\";function r(t,e,n){var r=t._x1,i=t._y1,a=t._x2,u=t._y2;if(t._l01_a>o.a){var c=2*t._l01_2a+3*t._l01_a*t._l12_a+t._l12_2a,s=3*t._l01_a*(t._l01_a+t._l12_a);r=(r*c-t._x0*t._l12_2a+t._x2*t._l01_2a)/s,i=(i*c-t._y0*t._l12_2a+t._y2*t._l01_2a)/s}if(t._l23_a>o.a){var l=2*t._l23_2a+3*t._l23_a*t._l12_a+t._l12_2a,f=3*t._l23_a*(t._l23_a+t._l12_a);a=(a*l+t._x1*t._l23_2a-e*t._l12_2a)/f,u=(u*l+t._y1*t._l23_2a-n*t._l12_2a)/f}t._context.bezierCurveTo(r,i,a,u,t._x2,t._y2)}function i(t,e){this._context=t,this._alpha=e}var o=n(35),a=n(47);e.b=r,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:this.point(this._x2,this._y2)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var n=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(n*n+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3;default:r(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new i(t,e):new a.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";var r=n(44),i=n(19),o=n(48),a=n(139);e.a=function(){function t(t){var i,o,a,p=t.length,h=!1;for(null==s&&(f=l(a=n.i(r.a)())),i=0;i<=p;++i)!(i<p&&c(o=t[i],i,t))===h&&((h=!h)?f.lineStart():f.lineEnd()),h&&f.point(+e(o,i,t),+u(o,i,t));if(a)return f=null,a+\"\"||null}var e=a.a,u=a.b,c=n.i(i.a)(!0),s=null,l=o.a,f=null;return t.x=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(i.a)(+r),t):e},t.y=function(e){return arguments.length?(u=\"function\"==typeof e?e:n.i(i.a)(+e),t):u},t.defined=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(!!e),t):c},t.curve=function(e){return arguments.length?(l=e,null!=s&&(f=l(s)),t):l},t.context=function(e){return arguments.length?(null==e?s=f=null:f=l(s=e),t):s},t}},function(t,e,n){\"use strict\";function r(t){for(var e,n=0,r=-1,i=t.length;++r<i;)(e=+t[r][1])&&(n+=e);return n}var i=n(37);e.b=r,e.a=function(t){var e=t.map(r);return n.i(i.a)(t).sort(function(t,n){return e[t]-e[n]})}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(78);n.d(e,\"timeFormatDefaultLocale\",function(){return r.a}),n.d(e,\"timeFormat\",function(){return r.b}),n.d(e,\"timeParse\",function(){return r.c}),n.d(e,\"utcFormat\",function(){return r.d}),n.d(e,\"utcParse\",function(){return r.e});var i=n(149);n.d(e,\"timeFormatLocale\",function(){return i.a});var o=n(148);n.d(e,\"isoFormat\",function(){return o.a});var a=n(303);n.d(e,\"isoParse\",function(){return a.a})},function(t,e,n){\"use strict\";function r(t){return o=n.i(i.a)(t),a=o.format,u=o.parse,c=o.utcFormat,s=o.utcParse,o}var i=n(149);n.d(e,\"b\",function(){return a}),n.d(e,\"c\",function(){return u}),n.d(e,\"d\",function(){return c}),n.d(e,\"e\",function(){return s}),e.a=r;var o,a,u,c,s;r({dateTime:\"%x, %X\",date:\"%-m/%-d/%Y\",time:\"%-I:%M:%S %p\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]})},function(t,e,n){\"use strict\";var r=(n(5),n(306));n.d(e,\"t\",function(){return r.a}),n.d(e,\"n\",function(){return r.a});var i=n(309);n.d(e,\"s\",function(){return i.a}),n.d(e,\"m\",function(){return i.a});var o=n(307);n.d(e,\"r\",function(){return o.a});var a=n(305);n.d(e,\"q\",function(){return a.a});var u=n(304);n.d(e,\"a\",function(){return u.a});var c=n(316);n.d(e,\"p\",function(){return c.a}),n.d(e,\"c\",function(){return c.a}),n.d(e,\"d\",function(){return c.b});var s=n(308);n.d(e,\"o\",function(){return s.a});var l=n(317);n.d(e,\"b\",function(){return l.a});var f=n(312);n.d(e,\"l\",function(){return f.a});var p=n(311);n.d(e,\"k\",function(){return p.a});var h=n(310);n.d(e,\"e\",function(){return h.a});var d=n(314);n.d(e,\"j\",function(){return d.a}),n.d(e,\"g\",function(){return d.a}),n.d(e,\"h\",function(){return d.b});var v=n(313);n.d(e,\"i\",function(){return v.a});var g=n(315);n.d(e,\"f\",function(){return g.a})},function(t,e,n){\"use strict\";function r(t,e){return t===e?0!==t||0!==e||1/t===1/e:t!==t&&e!==e}function i(t,e){if(r(t,e))return!0;if(\"object\"!=typeof t||null===t||\"object\"!=typeof e||null===e)return!1;var n=Object.keys(t),i=Object.keys(e);if(n.length!==i.length)return!1;for(var a=0;a<n.length;a++)if(!o.call(e,n[a])||!r(t[n[a]],e[n[a]]))return!1;return!0}var o=Object.prototype.hasOwnProperty;t.exports=i},function(t,e,n){\"use strict\";function r(t,e){return Array.isArray(e)&&(e=e[1]),e?e.nextSibling:t.firstChild}function i(t,e,n){l.insertTreeBefore(t,e,n)}function o(t,e,n){Array.isArray(e)?u(t,e[0],e[1],n):v(t,e,n)}function a(t,e){if(Array.isArray(e)){var n=e[1];e=e[0],c(t,e,n),t.removeChild(n)}t.removeChild(e)}function u(t,e,n,r){for(var i=e;;){var o=i.nextSibling;if(v(t,i,r),i===n)break;i=o}}function c(t,e,n){for(;;){var r=e.nextSibling;if(r===n)break;t.removeChild(r)}}function s(t,e,n){var r=t.parentNode,i=t.nextSibling;i===e?n&&v(r,document.createTextNode(n),i):n?(d(i,n),c(r,i,e)):c(r,t,e)}var l=n(20),f=n(336),p=(n(4),n(9),n(90)),h=n(55),d=n(171),v=p(function(t,e,n){t.insertBefore(e,n)}),g=f.dangerouslyReplaceNodeWithMarkup,m={dangerouslyReplaceNodeWithMarkup:g,replaceDelimitedText:s,processUpdates:function(t,e){for(var n=0;n<e.length;n++){var u=e[n];switch(u.type){case\"INSERT_MARKUP\":i(t,u.content,r(t,u.afterNode));break;case\"MOVE_EXISTING\":o(t,u.fromNode,r(t,u.afterNode));break;case\"SET_MARKUP\":h(t,u.content);break;case\"TEXT_CONTENT\":d(t,u.content);break;case\"REMOVE_NODE\":a(t,u.fromNode)}}}};t.exports=m},function(t,e,n){\"use strict\";var r={html:\"http://www.w3.org/1999/xhtml\",mathml:\"http://www.w3.org/1998/Math/MathML\",svg:\"http://www.w3.org/2000/svg\"};t.exports=r},function(t,e,n){\"use strict\";function r(){if(u)for(var t in c){var e=c[t],n=u.indexOf(t);if(n>-1?void 0:a(\"96\",t),!s.plugins[n]){e.extractEvents?void 0:a(\"97\",t),s.plugins[n]=e;var r=e.eventTypes;for(var o in r)i(r[o],e,o)?void 0:a(\"98\",o,t)}}}function i(t,e,n){s.eventNameDispatchConfigs.hasOwnProperty(n)?a(\"99\",n):void 0,s.eventNameDispatchConfigs[n]=t;var r=t.phasedRegistrationNames;if(r){for(var i in r)if(r.hasOwnProperty(i)){var u=r[i];o(u,e,n)}return!0}return!!t.registrationName&&(o(t.registrationName,e,n),!0)}function o(t,e,n){s.registrationNameModules[t]?a(\"100\",t):void 0,s.registrationNameModules[t]=e,s.registrationNameDependencies[t]=e.eventTypes[n].dependencies}var a=n(2),u=(n(0),null),c={},s={plugins:[],eventNameDispatchConfigs:{},registrationNameModules:{},registrationNameDependencies:{},possibleRegistrationNames:null,injectEventPluginOrder:function(t){\n",
       "u?a(\"101\"):void 0,u=Array.prototype.slice.call(t),r()},injectEventPluginsByName:function(t){var e=!1;for(var n in t)if(t.hasOwnProperty(n)){var i=t[n];c.hasOwnProperty(n)&&c[n]===i||(c[n]?a(\"102\",n):void 0,c[n]=i,e=!0)}e&&r()},getPluginModuleForEvent:function(t){var e=t.dispatchConfig;if(e.registrationName)return s.registrationNameModules[e.registrationName]||null;if(void 0!==e.phasedRegistrationNames){var n=e.phasedRegistrationNames;for(var r in n)if(n.hasOwnProperty(r)){var i=s.registrationNameModules[n[r]];if(i)return i}}return null},_resetEventPlugins:function(){u=null;for(var t in c)c.hasOwnProperty(t)&&delete c[t];s.plugins.length=0;var e=s.eventNameDispatchConfigs;for(var n in e)e.hasOwnProperty(n)&&delete e[n];var r=s.registrationNameModules;for(var i in r)r.hasOwnProperty(i)&&delete r[i]}};t.exports=s},function(t,e,n){\"use strict\";function r(t){var e=/[=:]/g,n={\"=\":\"=0\",\":\":\"=2\"},r=(\"\"+t).replace(e,function(t){return n[t]});return\"$\"+r}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"},r=\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1);return(\"\"+r).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";function r(t){null!=t.checkedLink&&null!=t.valueLink?u(\"87\"):void 0}function i(t){r(t),null!=t.value||null!=t.onChange?u(\"88\"):void 0}function o(t){r(t),null!=t.checked||null!=t.onChange?u(\"89\"):void 0}function a(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}var u=n(2),c=n(26),s=n(366),l=(n(0),n(1),{button:!0,checkbox:!0,image:!0,hidden:!0,radio:!0,reset:!0,submit:!0}),f={value:function(t,e,n){return!t[e]||l[t.type]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `value` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultValue`. Otherwise, set either `onChange` or `readOnly`.\")},checked:function(t,e,n){return!t[e]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `checked` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultChecked`. Otherwise, set either `onChange` or `readOnly`.\")},onChange:c.PropTypes.func},p={},h={checkPropTypes:function(t,e,n){for(var r in f){if(f.hasOwnProperty(r))var i=f[r](e,r,t,\"prop\",null,s);if(i instanceof Error&&!(i.message in p)){p[i.message]=!0;a(n)}}},getValue:function(t){return t.valueLink?(i(t),t.valueLink.value):t.value},getChecked:function(t){return t.checkedLink?(o(t),t.checkedLink.value):t.checked},executeOnChange:function(t,e){return t.valueLink?(i(t),t.valueLink.requestChange(e.target.value)):t.checkedLink?(o(t),t.checkedLink.requestChange(e.target.checked)):t.onChange?t.onChange.call(void 0,e):void 0}};t.exports=h},function(t,e,n){\"use strict\";var r=n(2),i=(n(0),!1),o={replaceNodeWithMarkup:null,processChildrenUpdates:null,injection:{injectEnvironment:function(t){i?r(\"104\"):void 0,o.replaceNodeWithMarkup=t.replaceNodeWithMarkup,o.processChildrenUpdates=t.processChildrenUpdates,i=!0}}};t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n){try{e(n)}catch(t){null===i&&(i=t)}}var i=null,o={invokeGuardedCallback:r,invokeGuardedCallbackWithCatch:r,rethrowCaughtError:function(){if(i){var t=i;throw i=null,t}}};t.exports=o},function(t,e,n){\"use strict\";function r(t){c.enqueueUpdate(t)}function i(t){var e=typeof t;if(\"object\"!==e)return e;var n=t.constructor&&t.constructor.name||e,r=Object.keys(t);return r.length>0&&r.length<20?n+\" (keys: \"+r.join(\", \")+\")\":n}function o(t,e){var n=u.get(t);if(!n){return null}return n}var a=n(2),u=(n(15),n(40)),c=(n(9),n(11)),s=(n(0),n(1),{isMounted:function(t){var e=u.get(t);return!!e&&!!e._renderedComponent},enqueueCallback:function(t,e,n){s.validateCallback(e,n);var i=o(t);return i?(i._pendingCallbacks?i._pendingCallbacks.push(e):i._pendingCallbacks=[e],void r(i)):null},enqueueCallbackInternal:function(t,e){t._pendingCallbacks?t._pendingCallbacks.push(e):t._pendingCallbacks=[e],r(t)},enqueueForceUpdate:function(t){var e=o(t,\"forceUpdate\");e&&(e._pendingForceUpdate=!0,r(e))},enqueueReplaceState:function(t,e){var n=o(t,\"replaceState\");n&&(n._pendingStateQueue=[e],n._pendingReplaceState=!0,r(n))},enqueueSetState:function(t,e){var n=o(t,\"setState\");if(n){var i=n._pendingStateQueue||(n._pendingStateQueue=[]);i.push(e),r(n)}},enqueueElementInternal:function(t,e,n){t._pendingElement=e,t._context=n,r(t)},validateCallback:function(t,e){t&&\"function\"!=typeof t?a(\"122\",e,i(t)):void 0}});t.exports=s},function(t,e,n){\"use strict\";var r={currentScrollLeft:0,currentScrollTop:0,refreshScrollValues:function(t){r.currentScrollLeft=t.x,r.currentScrollTop=t.y}};t.exports=r},function(t,e,n){\"use strict\";var r=function(t){return\"undefined\"!=typeof MSApp&&MSApp.execUnsafeLocalFunction?function(e,n,r,i){MSApp.execUnsafeLocalFunction(function(){return t(e,n,r,i)})}:t};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e,n=t.keyCode;return\"charCode\"in t?(e=t.charCode,0===e&&13===n&&(e=13)):e=n,e>=32||13===e?e:0}t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=this,n=e.nativeEvent;if(n.getModifierState)return n.getModifierState(t);var r=o[t];return!!r&&!!n[r]}function i(t){return r}var o={Alt:\"altKey\",Control:\"ctrlKey\",Meta:\"metaKey\",Shift:\"shiftKey\"};t.exports=i},function(t,e,n){\"use strict\";function r(t){var e=t.target||t.srcElement||window;return e.correspondingUseElement&&(e=e.correspondingUseElement),3===e.nodeType?e.parentNode:e}t.exports=r},function(t,e,n){\"use strict\";/**\n",
       " * Checks if an event is supported in the current execution environment.\n",
       " *\n",
       " * NOTE: This will not work correctly for non-generic events such as `change`,\n",
       " * `reset`, `load`, `error`, and `select`.\n",
       " *\n",
       " * Borrows from Modernizr.\n",
       " *\n",
       " * @param {string} eventNameSuffix Event name, e.g. \"click\".\n",
       " * @param {?boolean} capture Check if the capture phase is supported.\n",
       " * @return {boolean} True if the event is supported.\n",
       " * @internal\n",
       " * @license Modernizr 3.0.0pre (Custom Build) | MIT\n",
       " */\n",
       "function r(t,e){if(!o.canUseDOM||e&&!(\"addEventListener\"in document))return!1;var n=\"on\"+t,r=n in document;if(!r){var a=document.createElement(\"div\");a.setAttribute(n,\"return;\"),r=\"function\"==typeof a[n]}return!r&&i&&\"wheel\"===t&&(r=document.implementation.hasFeature(\"Events.wheel\",\"3.0\")),r}var i,o=n(6);o.canUseDOM&&(i=document.implementation&&document.implementation.hasFeature&&document.implementation.hasFeature(\"\",\"\")!==!0),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){var n=null===t||t===!1,r=null===e||e===!1;if(n||r)return n===r;var i=typeof t,o=typeof e;return\"string\"===i||\"number\"===i?\"string\"===o||\"number\"===o:\"object\"===o&&t.type===e.type&&t.key===e.key}t.exports=r},function(t,e,n){\"use strict\";var r=(n(3),n(8)),i=(n(1),r);t.exports=i},function(t,e,n){\"use strict\";function r(t,e,n){this.props=t,this.context=e,this.refs=a,this.updater=n||o}var i=n(28),o=n(98),a=(n(176),n(38));n(0),n(1);r.prototype.isReactComponent={},r.prototype.setState=function(t,e){\"object\"!=typeof t&&\"function\"!=typeof t&&null!=t?i(\"85\"):void 0,this.updater.enqueueSetState(this,t),e&&this.updater.enqueueCallback(this,e,\"setState\")},r.prototype.forceUpdate=function(t){this.updater.enqueueForceUpdate(this),t&&this.updater.enqueueCallback(this,t,\"forceUpdate\")};t.exports=r},function(t,e,n){\"use strict\";function r(t,e){}var i=(n(1),{isMounted:function(t){return!1},enqueueCallback:function(t,e){},enqueueForceUpdate:function(t){r(t,\"forceUpdate\")},enqueueReplaceState:function(t,e){r(t,\"replaceState\")},enqueueSetState:function(t,e){r(t,\"setState\")}});t.exports=i},function(t,e){var n;n=function(){return this}();try{n=n||Function(\"return this\")()||(0,eval)(\"this\")}catch(t){\"object\"==typeof window&&(n=window)}t.exports=n},function(t,e){t.exports=function(t){return t.webpackPolyfill||(t.deprecate=function(){},t.paths=[],t.children||(t.children=[]),Object.defineProperty(t,\"loaded\",{enumerable:!0,get:function(){return t.l}}),Object.defineProperty(t,\"id\",{enumerable:!0,get:function(){return t.i}}),t.webpackPolyfill=1),t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return i}),n.d(e,\"a\",function(){return o});var r=Array.prototype,i=r.slice,o=r.map},function(t,e,n){\"use strict\";var r=n(18),i=n(103),o=n.i(i.a)(r.a),a=o.right;o.left;e.a=a},function(t,e,n){\"use strict\";function r(t){return function(e,r){return n.i(i.a)(t(e),r)}}var i=n(18);e.a=function(t){return 1===t.length&&(t=r(t)),{left:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)<0?r=o+1:i=o}return r},right:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)>0?i=o:r=o+1}return r}}}},function(t,e,n){\"use strict\";var r=n(111);e.a=function(t,e){var i=n.i(r.a)(t,e);return i?Math.sqrt(i):i}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i,o=-1,a=t.length;if(null==e){for(;++o<a;)if(null!=(r=t[o])&&r>=r){n=i=r;break}for(;++o<a;)null!=(r=t[o])&&(n>r&&(n=r),i<r&&(i=r))}else{for(;++o<a;)if(null!=(r=e(t[o],o,t))&&r>=r){n=i=r;break}for(;++o<a;)null!=(r=e(t[o],o,t))&&(n>r&&(n=r),i<r&&(i=r))}return[n,i]}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i=-1,o=t.length;if(null==e){for(;++i<o;)if(null!=(r=t[i])&&r>=r){n=r;break}for(;++i<o;)null!=(r=t[i])&&n>r&&(n=r)}else{for(;++i<o;)if(null!=(r=e(t[i],i,t))&&r>=r){n=r;break}for(;++i<o;)null!=(r=e(t[i],i,t))&&n>r&&(n=r)}return n}},function(t,e,n){\"use strict\";e.a=function(t,e,n){t=+t,e=+e,n=(i=arguments.length)<2?(e=t,t=0,1):i<3?1:+n;for(var r=-1,i=0|Math.max(0,Math.ceil((e-t)/n)),o=new Array(i);++r<i;)o[r]=t+r*n;return o}},function(t,e,n){\"use strict\";e.a=function(t){return Math.ceil(Math.log(t.length)/Math.LN2)+1}},function(t,e,n){\"use strict\";function r(t,e,n){var r=Math.abs(e-t)/Math.max(0,n),i=Math.pow(10,Math.floor(Math.log(r)/Math.LN10)),c=r/i;return c>=o?i*=10:c>=a?i*=5:c>=u&&(i*=2),e<t?-i:i}var i=n(107);e.b=r;var o=Math.sqrt(50),a=Math.sqrt(10),u=Math.sqrt(2);e.a=function(t,e,o){var a=r(t,e,o);return n.i(i.a)(Math.ceil(t/a)*a,Math.floor(e/a)*a+a/2,a)}},function(t,e,n){\"use strict\";function r(t){return t.length}var i=n(106);e.a=function(t){if(!(u=t.length))return[];for(var e=-1,o=n.i(i.a)(t,r),a=new Array(o);++e<o;)for(var u,c=-1,s=a[e]=new Array(u);++c<u;)s[c]=t[c][e];return a}},function(t,e,n){\"use strict\";var r=n(29);e.a=function(t,e){var i,o,a=t.length,u=0,c=0,s=-1,l=0;if(null==e)for(;++s<a;)isNaN(i=n.i(r.a)(t[s]))||(o=i-u,u+=o/++l,c+=o*(i-u));else for(;++s<a;)isNaN(i=n.i(r.a)(e(t[s],s,t)))||(o=i-u,u+=o/++l,c+=o*(i-u));if(l>1)return c/(l-1)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(201);n.d(e,\"axisTop\",function(){return r.a}),n.d(e,\"axisRight\",function(){return r.b}),n.d(e,\"axisBottom\",function(){return r.c}),n.d(e,\"axisLeft\",function(){return r.d})},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r}),n.d(e,\"a\",function(){return i});var r=Math.PI/180,i=180/Math.PI},function(t,e,n){\"use strict\";var r=n(61);n.d(e,\"b\",function(){return i});var i;e.a=function(t,e){var o=n.i(r.a)(t,e);if(!o)return t+\"\";var a=o[0],u=o[1],c=u-(i=3*Math.max(-8,Math.min(8,Math.floor(u/3))))+1,s=a.length;return c===s?a:c>s?a+new Array(c-s+1).join(\"0\"):c>0?a.slice(0,c)+\".\"+a.slice(c):\"0.\"+new Array(1-c).join(\"0\")+n.i(r.a)(t,Math.max(0,e+c-1))[0]}},function(t,e,n){\"use strict\";function r(t){if(!(e=o.exec(t)))throw new Error(\"invalid format: \"+t);var e,n=e[1]||\" \",r=e[2]||\">\",a=e[3]||\"-\",u=e[4]||\"\",c=!!e[5],s=e[6]&&+e[6],l=!!e[7],f=e[8]&&+e[8].slice(1),p=e[9]||\"\";\"n\"===p?(l=!0,p=\"g\"):i.a[p]||(p=\"\"),(c||\"0\"===n&&\"=\"===r)&&(c=!0,n=\"0\",r=\"=\"),this.fill=n,this.align=r,this.sign=a,this.symbol=u,this.zero=c,this.width=s,this.comma=l,this.precision=f,this.type=p}var i=n(116),o=/^(?:(.)?([<>=^]))?([+\\-\\( ])?([$#])?(0)?(\\d+)?(,)?(\\.\\d+)?([a-z%])?$/i;e.a=function(t){return new r(t)},r.prototype.toString=function(){return this.fill+this.align+this.sign+this.symbol+(this.zero?\"0\":\"\")+(null==this.width?\"\":Math.max(1,0|this.width))+(this.comma?\",\":\"\")+(null==this.precision?\"\":\".\"+Math.max(0,0|this.precision))+this.type}},function(t,e,n){\"use strict\";var r=n(212),i=n(114),o=n(214);e.a={\"\":r.a,\"%\":function(t,e){return(100*t).toFixed(e)},b:function(t){return Math.round(t).toString(2)},c:function(t){return t+\"\"},d:function(t){return Math.round(t).toString(10)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},g:function(t,e){return t.toPrecision(e)},o:function(t){return Math.round(t).toString(8)},p:function(t,e){return n.i(o.a)(100*t,e)},r:o.a,s:i.a,X:function(t){return Math.round(t).toString(16).toUpperCase()},x:function(t){return Math.round(t).toString(16)}}},function(t,e,n){\"use strict\";function r(t){return t}var i=n(42),o=n(213),a=n(115),u=n(116),c=n(114),s=[\"y\",\"z\",\"a\",\"f\",\"p\",\"n\",\"µ\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\",\"P\",\"E\",\"Z\",\"Y\"];e.a=function(t){function e(t){function e(t){var e,n,a,u=_,l=b;if(\"c\"===y)l=x(t)+l,t=\"\";else{t=+t;var p=(t<0||1/t<0)&&(t*=-1,!0);if(t=x(t,m),p)for(e=-1,n=t.length,p=!1;++e<n;)if(a=t.charCodeAt(e),48<a&&a<58||\"x\"===y&&96<a&&a<103||\"X\"===y&&64<a&&a<71){p=!0;break}if(u=(p?\"(\"===o?o:\"-\":\"-\"===o||\"(\"===o?\"\":o)+u,l=l+(\"s\"===y?s[8+c.b/3]:\"\")+(p&&\"(\"===o?\")\":\"\"),w)for(e=-1,n=t.length;++e<n;)if(a=t.charCodeAt(e),48>a||a>57){l=(46===a?h+t.slice(e+1):t.slice(e))+l,t=t.slice(0,e);break}}g&&!d&&(t=f(t,1/0));var C=u.length+t.length+l.length,M=C<v?new Array(v-C+1).join(r):\"\";switch(g&&d&&(t=f(M+t,M.length?v-l.length:1/0),M=\"\"),i){case\"<\":return u+t+l+M;case\"=\":return u+M+t+l;case\"^\":return M.slice(0,C=M.length>>1)+u+t+l+M.slice(C)}return M+u+t+l}t=n.i(a.a)(t);var r=t.fill,i=t.align,o=t.sign,l=t.symbol,d=t.zero,v=t.width,g=t.comma,m=t.precision,y=t.type,_=\"$\"===l?p[0]:\"#\"===l&&/[boxX]/.test(y)?\"0\"+y.toLowerCase():\"\",b=\"$\"===l?p[1]:/[%p]/.test(y)?\"%\":\"\",x=u.a[y],w=!y||/[defgprs%]/.test(y);return m=null==m?y?6:12:/[gprs]/.test(y)?Math.max(1,Math.min(21,m)):Math.max(0,Math.min(20,m)),e.toString=function(){return t+\"\"},e}function l(t,r){var o=e((t=n.i(a.a)(t),t.type=\"f\",t)),u=3*Math.max(-8,Math.min(8,Math.floor(n.i(i.a)(r)/3))),c=Math.pow(10,-u),l=s[8+u/3];return function(t){return o(c*t)+l}}var f=t.grouping&&t.thousands?n.i(o.a)(t.grouping,t.thousands):r,p=t.currency,h=t.decimal;return{format:e,formatPrefix:l}}},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t,e){var i,o=e?e.length:0,a=t?Math.min(o,t.length):0,u=new Array(o),c=new Array(o);for(i=0;i<a;++i)u[i]=n.i(r.a)(t[i],e[i]);for(;i<o;++i)c[i]=e[i];return function(t){for(i=0;i<a;++i)c[i]=u[i](t);return c}}},function(t,e,n){\"use strict\";var r=n(62);e.a=function(t){var e=t.length;return function(i){var o=Math.floor(((i%=1)<0?++i:i)*e),a=t[(o+e-1)%e],u=t[o%e],c=t[(o+1)%e],s=t[(o+2)%e];return n.i(r.b)((i-o/e)*e,a,u,c,s)}}},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=new Date;return t=+t,e-=t,function(r){return n.setTime(t+e*r),n}}},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t,e){var i,o={},a={};null!==t&&\"object\"==typeof t||(t={}),null!==e&&\"object\"==typeof e||(e={});for(i in e)i in t?o[i]=n.i(r.a)(t[i],e[i]):a[i]=e[i];return function(t){for(i in o)a[i]=o[i](t);return a}}},function(t,e,n){\"use strict\";function r(t){return function(e){var r,o,a=e.length,u=new Array(a),c=new Array(a),s=new Array(a);for(r=0;r<a;++r)o=n.i(i.rgb)(e[r]),u[r]=o.r||0,c[r]=o.g||0,s[r]=o.b||0;return u=t(u),c=t(c),s=t(s),o.opacity=1,function(t){return o.r=u(t),o.g=c(t),o.b=s(t),o+\"\"}}}var i=n(10),o=n(62),a=n(119),u=n(32);e.a=function t(e){function r(t,e){var r=o((t=n.i(i.rgb)(t)).r,(e=n.i(i.rgb)(e)).r),a=o(t.g,e.g),c=o(t.b,e.b),s=n.i(u.a)(t.opacity,e.opacity);return function(e){return t.r=r(e),t.g=a(e),t.b=c(e),t.opacity=s(e),t+\"\"}}var o=n.i(u.c)(e);return r.gamma=t,r}(1);r(o.a),r(a.a)},function(t,e,n){\"use strict\";function r(t){return function(){return t}}function i(t){return function(e){return t(e)+\"\"}}var o=n(43),a=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,u=new RegExp(a.source,\"g\");e.a=function(t,e){var c,s,l,f=a.lastIndex=u.lastIndex=0,p=-1,h=[],d=[];for(t+=\"\",e+=\"\";(c=a.exec(t))&&(s=u.exec(e));)(l=s.index)>f&&(l=e.slice(f,l),h[p]?h[p]+=l:h[++p]=l),(c=c[0])===(s=s[0])?h[p]?h[p]+=s:h[++p]=s:(h[++p]=null,d.push({i:p,x:n.i(o.a)(c,s)})),f=u.lastIndex;return f<e.length&&(l=e.slice(f),h[p]?h[p]+=l:h[++p]=l),h.length<2?d[0]?i(d[0].x):r(e):(e=d.length,function(t){for(var n,r=0;r<e;++r)h[(n=d[r]).i]=n.x(t);return h.join(\"\")})}},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.slice();var n,r=0,i=t.length-1,o=t[r],a=t[i];return a<o&&(n=r,r=i,i=n,n=o,o=a,a=n),t[r]=e.floor(o),t[i]=e.ceil(a),t}},function(t,e,n){\"use strict\";e.a=function(t){return+t}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=e+\"\",r=u.get(n);if(!r){if(s!==a)return s;u.set(n,r=c.push(e))}return t[(r-1)%t.length]}var u=n.i(i.a)(),c=[],s=a;return t=null==t?[]:o.b.call(t),e.domain=function(t){if(!arguments.length)return c.slice();c=[],u=n.i(i.a)();for(var r,o,a=-1,s=t.length;++a<s;)u.has(o=(r=t[a])+\"\")||u.set(o,c.push(r));return e},e.range=function(n){return arguments.length?(t=o.b.call(n),e):t.slice()},e.unknown=function(t){return arguments.length?(s=t,e):s},e.copy=function(){return r().domain(c).range(t).unknown(s)},e}var i=n(203),o=n(16);n.d(e,\"b\",function(){return a}),e.a=r;var a={name:\"implicit\"}},function(t,e,n){\"use strict\";function r(t){return new Date(t)}function i(t){return t instanceof Date?+t:+new Date(+t)}function o(t,e,c,s,b,x,w,C,M){function k(n){return(w(n)<n?N:x(n)<n?A:b(n)<n?O:s(n)<n?I:e(n)<n?c(n)<n?D:R:t(n)<n?L:U)(n)}function E(e,r,i,o){if(null==e&&(e=10),\"number\"==typeof e){var u=Math.abs(i-r)/e,c=n.i(a.d)(function(t){return t[2]}).right(F,u);c===F.length?(o=n.i(a.b)(r/_,i/_,e),e=t):c?(c=F[u/F[c-1][2]<F[c][2]/u?c-1:c],o=c[1],e=c[0]):(o=n.i(a.b)(r,i,e),e=C)}return null==o?e:e.every(o)}var T=n.i(f.a)(f.b,u.a),S=T.invert,P=T.domain,N=M(\".%L\"),A=M(\":%S\"),O=M(\"%I:%M\"),I=M(\"%I %p\"),D=M(\"%a %d\"),R=M(\"%b %d\"),L=M(\"%B\"),U=M(\"%Y\"),F=[[w,1,h],[w,5,5*h],[w,15,15*h],[w,30,30*h],[x,1,d],[x,5,5*d],[x,15,15*d],[x,30,30*d],[b,1,v],[b,3,3*v],[b,6,6*v],[b,12,12*v],[s,1,g],[s,2,2*g],[c,1,m],[e,1,y],[e,3,3*y],[t,1,_]];return T.invert=function(t){return new Date(S(t))},T.domain=function(t){return arguments.length?P(l.a.call(t,i)):P().map(r)},T.ticks=function(t,e){var n,r=P(),i=r[0],o=r[r.length-1],a=o<i;return a&&(n=i,i=o,o=n),n=E(t,i,o,e),n=n?n.range(i,o+1):[],a?n.reverse():n},T.tickFormat=function(t,e){return null==e?k:M(e)},T.nice=function(t,e){var r=P();return(t=E(t,r[0],r[r.length-1],e))?P(n.i(p.a)(r,t)):T},T.copy=function(){return n.i(f.c)(T,o(t,e,c,s,b,x,w,C,M))},T}var a=n(12),u=n(31),c=n(79),s=n(77),l=n(16),f=n(45),p=n(125);e.b=o;var h=1e3,d=60*h,v=60*d,g=24*v,m=7*g,y=30*g,_=365*g;e.a=function(){return o(c.b,c.o,c.p,c.a,c.q,c.r,c.s,c.t,s.timeFormat).domain([new Date(2e3,0,1),new Date(2e3,0,2)])}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(66);n.d(e,\"creator\",function(){return r.a});var i=n(247);n.d(e,\"local\",function(){return i.a});var o=n(130);n.d(e,\"matcher\",function(){return o.a});var a=n(248);n.d(e,\"mouse\",function(){return a.a});var u=n(67);n.d(e,\"namespace\",function(){return u.a});var c=n(68);n.d(e,\"namespaces\",function(){return c.a});var s=n(249);n.d(e,\"select\",function(){return s.a});var l=n(250);n.d(e,\"selectAll\",function(){return l.a});var f=n(7);n.d(e,\"selection\",function(){return f.a});var p=n(71);n.d(e,\"selector\",function(){return p.a});var h=n(133);n.d(e,\"selectorAll\",function(){return h.a});var d=n(278);n.d(e,\"touch\",function(){return d.a});var v=n(279);n.d(e,\"touches\",function(){return v.a});var g=n(73);n.d(e,\"window\",function(){return g.a});var m=n(70);n.d(e,\"event\",function(){return m.a}),n.d(e,\"customEvent\",function(){return m.b})},function(t,e,n){\"use strict\";var r=function(t){return function(){return this.matches(t)}};if(\"undefined\"!=typeof document){var i=document.documentElement;if(!i.matches){var o=i.webkitMatchesSelector||i.msMatchesSelector||i.mozMatchesSelector||i.oMatchesSelector;r=function(t){return function(){return o.call(this,t)}}}}e.a=r},function(t,e,n){\"use strict\";function r(t,e){this.ownerDocument=t.ownerDocument,this.namespaceURI=t.namespaceURI,this._next=null,this._parent=t,this.__data__=e}var i=n(132),o=n(7);e.b=r,e.a=function(){return new o.b(this._enter||this._groups.map(i.a),this._parents)},r.prototype={constructor:r,appendChild:function(t){return this._parent.insertBefore(t,this._next)},insertBefore:function(t,e){return this._parent.insertBefore(t,e)},querySelector:function(t){return this._parent.querySelector(t)},querySelectorAll:function(t){return this._parent.querySelectorAll(t)}}},function(t,e,n){\"use strict\";e.a=function(t){return new Array(t.length)}},function(t,e,n){\"use strict\";function r(){return[]}e.a=function(t){return null==t?r:function(){return this.querySelectorAll(t)}}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(280);n.d(e,\"arc\",function(){return r.a});var i=n(135);n.d(e,\"area\",function(){return i.a});var o=n(75);n.d(e,\"line\",function(){return o.a});var a=n(299);n.d(e,\"pie\",function(){return a.a});var u=n(300);n.d(e,\"radialArea\",function(){return u.a});var c=n(140);n.d(e,\"radialLine\",function(){return c.a});var s=n(302);n.d(e,\"symbol\",function(){return s.a}),n.d(e,\"symbols\",function(){return s.b});var l=n(141);n.d(e,\"symbolCircle\",function(){return l.a});var f=n(142);n.d(e,\"symbolCross\",function(){return f.a});var p=n(143);n.d(e,\"symbolDiamond\",function(){return p.a});var h=n(144);n.d(e,\"symbolSquare\",function(){return h.a});var d=n(145);n.d(e,\"symbolStar\",function(){return d.a});var v=n(146);n.d(e,\"symbolTriangle\",function(){return v.a});var g=n(147);n.d(e,\"symbolWye\",function(){return g.a});var m=n(282);n.d(e,\"curveBasisClosed\",function(){return m.a});var y=n(283);n.d(e,\"curveBasisOpen\",function(){return y.a});var _=n(46);n.d(e,\"curveBasis\",function(){return _.a});var b=n(284);n.d(e,\"curveBundle\",function(){return b.a});var x=n(136);n.d(e,\"curveCardinalClosed\",function(){return x.a});var w=n(137);n.d(e,\"curveCardinalOpen\",function(){return w.a});var C=n(47);n.d(e,\"curveCardinal\",function(){return C.a});var M=n(285);n.d(e,\"curveCatmullRomClosed\",function(){return M.a});var k=n(286);n.d(e,\"curveCatmullRomOpen\",function(){return k.a});var E=n(74);n.d(e,\"curveCatmullRom\",function(){return E.a});var T=n(287);n.d(e,\"curveLinearClosed\",function(){return T.a});var S=n(48);n.d(e,\"curveLinear\",function(){return S.a});var P=n(288);n.d(e,\"curveMonotoneX\",function(){return P.a}),n.d(e,\"curveMonotoneY\",function(){return P.b});var N=n(289);n.d(e,\"curveNatural\",function(){return N.a});var A=n(290);n.d(e,\"curveStep\",function(){return A.a}),n.d(e,\"curveStepAfter\",function(){return A.b}),n.d(e,\"curveStepBefore\",function(){return A.c});var O=n(301);n.d(e,\"stack\",function(){return O.a});var I=n(293);n.d(e,\"stackOffsetExpand\",function(){return I.a});var D=n(36);n.d(e,\"stackOffsetNone\",function(){return D.a});var R=n(294);n.d(e,\"stackOffsetSilhouette\",function(){return R.a});var L=n(295);n.d(e,\"stackOffsetWiggle\",function(){return L.a});var U=n(76);n.d(e,\"stackOrderAscending\",function(){return U.a});var F=n(296);n.d(e,\"stackOrderDescending\",function(){return F.a});var j=n(297);n.d(e,\"stackOrderInsideOut\",function(){return j.a});var B=n(37);n.d(e,\"stackOrderNone\",function(){return B.a});var W=n(298);n.d(e,\"stackOrderReverse\",function(){return W.a})},function(t,e,n){\"use strict\";var r=n(44),i=n(19),o=n(48),a=n(75),u=n(139);e.a=function(){function t(t){var e,i,o,a,u,g=t.length,m=!1,y=new Array(g),_=new Array(g);for(null==h&&(v=d(u=n.i(r.a)())),e=0;e<=g;++e){if(!(e<g&&p(a=t[e],e,t))===m)if(m=!m)i=e,v.areaStart(),v.lineStart();else{for(v.lineEnd(),v.lineStart(),o=e-1;o>=i;--o)v.point(y[o],_[o]);v.lineEnd(),v.areaEnd()}m&&(y[e]=+c(a,e,t),_[e]=+l(a,e,t),v.point(s?+s(a,e,t):y[e],f?+f(a,e,t):_[e]))}if(u)return v=null,u+\"\"||null}function e(){return n.i(a.a)().defined(p).curve(d).context(h)}var c=u.a,s=null,l=n.i(i.a)(0),f=u.b,p=n.i(i.a)(!0),h=null,d=o.a,v=null;return t.x=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),s=null,t):c},t.x0=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),t):c},t.x1=function(e){return arguments.length?(s=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):s},t.y=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),f=null,t):l},t.y0=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),t):l},t.y1=function(e){return arguments.length?(f=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):f},t.lineX0=t.lineY0=function(){return e().x(c).y(l)},t.lineY1=function(){return e().x(c).y(f)},t.lineX1=function(){return e().x(s).y(l)},t.defined=function(e){return arguments.length?(p=\"function\"==typeof e?e:n.i(i.a)(!!e),t):p},t.curve=function(e){return arguments.length?(d=e,null!=h&&(v=d(h)),t):d},t.context=function(e){return arguments.length?(null==e?h=v=null:v=d(h=e),t):h},t}},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}var i=n(49),o=n(47);e.b=r,r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}var i=n(47);e.b=r,r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._curve=t}function i(t){function e(e){return new r(t(e))}return e._curve=t,e}var o=n(48);n.d(e,\"b\",function(){return a}),e.a=i;var a=i(o.a);r.prototype={areaStart:function(){this._curve.areaStart()},areaEnd:function(){this._curve.areaEnd()},lineStart:function(){this._curve.lineStart()},lineEnd:function(){this._curve.lineEnd()},point:function(t,e){this._curve.point(e*Math.sin(t),e*-Math.cos(t))}}},function(t,e,n){\"use strict\";function r(t){return t[0]}function i(t){return t[1]}e.a=r,e.b=i},function(t,e,n){\"use strict\";function r(t){var e=t.curve;return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t.curve=function(t){return arguments.length?e(n.i(i.a)(t)):e()._curve},t}var i=n(138),o=n(75);e.b=r,e.a=function(){return r(n.i(o.a)().curve(i.b))}},function(t,e,n){\"use strict\";var r=n(35);e.a={draw:function(t,e){var n=Math.sqrt(e/r.b);t.moveTo(n,0),t.arc(0,0,n,0,r.c)}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e/5)/2;t.moveTo(-3*n,-n),t.lineTo(-n,-n),t.lineTo(-n,-3*n),t.lineTo(n,-3*n),t.lineTo(n,-n),t.lineTo(3*n,-n),t.lineTo(3*n,n),t.lineTo(n,n),t.lineTo(n,3*n),t.lineTo(-n,3*n),t.lineTo(-n,n),t.lineTo(-3*n,n),t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(1/3),i=2*r;e.a={draw:function(t,e){var n=Math.sqrt(e/i),o=n*r;t.moveTo(0,-n),t.lineTo(o,0),t.lineTo(0,n),t.lineTo(-o,0),t.closePath()}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e),r=-n/2;t.rect(r,r,n,n)}}},function(t,e,n){\"use strict\";var r=n(35),i=.8908130915292852,o=Math.sin(r.b/10)/Math.sin(7*r.b/10),a=Math.sin(r.c/10)*o,u=-Math.cos(r.c/10)*o;e.a={draw:function(t,e){var n=Math.sqrt(e*i),o=a*n,c=u*n;t.moveTo(0,-n),t.lineTo(o,c);for(var s=1;s<5;++s){var l=r.c*s/5,f=Math.cos(l),p=Math.sin(l);t.lineTo(p*n,-f*n),t.lineTo(f*o-p*c,p*o+f*c)}t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(3);e.a={draw:function(t,e){var n=-Math.sqrt(e/(3*r));t.moveTo(0,2*n),t.lineTo(-r*n,-n),t.lineTo(r*n,-n),t.closePath()}}},function(t,e,n){\"use strict\";var r=-.5,i=Math.sqrt(3)/2,o=1/Math.sqrt(12),a=3*(o/2+1);e.a={draw:function(t,e){var n=Math.sqrt(e/a),u=n/2,c=n*o,s=u,l=n*o+n,f=-s,p=l;t.moveTo(u,c),t.lineTo(s,l),t.lineTo(f,p),t.lineTo(r*u-i*c,i*u+r*c),t.lineTo(r*s-i*l,i*s+r*l),t.lineTo(r*f-i*p,i*f+r*p),t.lineTo(r*u+i*c,r*c-i*u),t.lineTo(r*s+i*l,r*l-i*s),t.lineTo(r*f+i*p,r*p-i*f),t.closePath()}}},function(t,e,n){\"use strict\";function r(t){return t.toISOString()}var i=n(78);n.d(e,\"b\",function(){return o});var o=\"%Y-%m-%dT%H:%M:%S.%LZ\",a=Date.prototype.toISOString?r:n.i(i.d)(o);e.a=a},function(t,e,n){\"use strict\";function r(t){if(0<=t.y&&t.y<100){var e=new Date(-1,t.m,t.d,t.H,t.M,t.S,t.L);return e.setFullYear(t.y),e}return new Date(t.y,t.m,t.d,t.H,t.M,t.S,t.L)}function i(t){if(0<=t.y&&t.y<100){var e=new Date(Date.UTC(-1,t.m,t.d,t.H,t.M,t.S,t.L));return e.setUTCFullYear(t.y),e}return new Date(Date.UTC(t.y,t.m,t.d,t.H,t.M,t.S,t.L))}function o(t){return{y:t,m:0,d:1,H:0,M:0,S:0,L:0}}function a(t){function e(t,e){return function(n){var r,i,o,a=[],u=-1,c=0,s=t.length;for(n instanceof Date||(n=new Date(+n));++u<s;)37===t.charCodeAt(u)&&(a.push(t.slice(c,u)),null!=(i=et[r=t.charAt(++u)])?r=t.charAt(++u):i=\"e\"===r?\" \":\"0\",(o=e[r])&&(r=o(n,i)),a.push(r),c=u+1);return a.push(t.slice(c,u)),a.join(\"\")}}function n(t,e){return function(n){var r=o(1900),u=a(r,t,n+=\"\",0);if(u!=n.length)return null;if(\"p\"in r&&(r.H=r.H%12+12*r.p),\"W\"in r||\"U\"in r){\"w\"in r||(r.w=\"W\"in r?1:0);var c=\"Z\"in r?i(o(r.y)).getUTCDay():e(o(r.y)).getDay();r.m=0,r.d=\"W\"in r?(r.w+6)%7+7*r.W-(c+5)%7:r.w+7*r.U-(c+6)%7}return\"Z\"in r?(r.H+=r.Z/100|0,r.M+=r.Z%100,i(r)):e(r)}}function a(t,e,n,r){for(var i,o,a=0,u=e.length,c=n.length;a<u;){if(r>=c)return-1;if(i=e.charCodeAt(a++),37===i){if(i=e.charAt(a++),o=Ut[i in et?e.charAt(a++):i],!o||(r=o(t,n,r))<0)return-1}else if(i!=n.charCodeAt(r++))return-1}return r}function u(t,e,n){var r=kt.exec(e.slice(n));return r?(t.p=Et[r[0].toLowerCase()],n+r[0].length):-1}function c(t,e,n){var r=Pt.exec(e.slice(n));return r?(t.w=Nt[r[0].toLowerCase()],n+r[0].length):-1}function tt(t,e,n){var r=Tt.exec(e.slice(n));return r?(t.w=St[r[0].toLowerCase()],n+r[0].length):-1}function nt(t,e,n){var r=It.exec(e.slice(n));return r?(t.m=Dt[r[0].toLowerCase()],n+r[0].length):-1}function rt(t,e,n){var r=At.exec(e.slice(n));return r?(t.m=Ot[r[0].toLowerCase()],n+r[0].length):-1}function it(t,e,n){return a(t,mt,e,n)}function ot(t,e,n){return a(t,yt,e,n)}function at(t,e,n){return a(t,_t,e,n)}function ut(t){return wt[t.getDay()]}function ct(t){return xt[t.getDay()]}function st(t){return Mt[t.getMonth()]}function lt(t){return Ct[t.getMonth()]}function ft(t){return bt[+(t.getHours()>=12)]}function pt(t){return wt[t.getUTCDay()]}function ht(t){return xt[t.getUTCDay()]}function dt(t){return Mt[t.getUTCMonth()]}function vt(t){return Ct[t.getUTCMonth()]}function gt(t){return bt[+(t.getUTCHours()>=12)]}var mt=t.dateTime,yt=t.date,_t=t.time,bt=t.periods,xt=t.days,wt=t.shortDays,Ct=t.months,Mt=t.shortMonths,kt=s(bt),Et=l(bt),Tt=s(xt),St=l(xt),Pt=s(wt),Nt=l(wt),At=s(Ct),Ot=l(Ct),It=s(Mt),Dt=l(Mt),Rt={a:ut,A:ct,b:st,B:lt,c:null,d:k,e:k,H:E,I:T,j:S,L:P,m:N,M:A,p:ft,S:O,U:I,w:D,W:R,x:null,X:null,y:L,Y:U,Z:F,\"%\":J},Lt={a:pt,A:ht,b:dt,B:vt,c:null,d:j,e:j,H:B,I:W,j:V,L:z,m:H,M:q,p:gt,S:Y,U:K,w:G,W:$,x:null,X:null,y:X,Y:Z,Z:Q,\"%\":J},Ut={a:c,A:tt,b:nt,B:rt,c:it,d:y,e:y,H:b,I:b,j:_,L:C,m:m,M:x,p:u,S:w,U:p,w:f,W:h,x:ot,X:at,y:v,Y:d,Z:g,\"%\":M};return Rt.x=e(yt,Rt),Rt.X=e(_t,Rt),Rt.c=e(mt,Rt),Lt.x=e(yt,Lt),Lt.X=e(_t,Lt),Lt.c=e(mt,Lt),{format:function(t){var n=e(t+=\"\",Rt);return n.toString=function(){return t},n},parse:function(t){var e=n(t+=\"\",r);return e.toString=function(){return t},e},utcFormat:function(t){var n=e(t+=\"\",Lt);return n.toString=function(){return t},n},utcParse:function(t){var e=n(t,i);return e.toString=function(){return t},e}}}function u(t,e,n){var r=t<0?\"-\":\"\",i=(r?-t:t)+\"\",o=i.length;return r+(o<n?new Array(n-o+1).join(e)+i:i)}function c(t){return t.replace(it,\"\\\\$&\")}function s(t){return new RegExp(\"^(?:\"+t.map(c).join(\"|\")+\")\",\"i\")}function l(t){for(var e={},n=-1,r=t.length;++n<r;)e[t[n].toLowerCase()]=n;return e}function f(t,e,n){var r=nt.exec(e.slice(n,n+1));return r?(t.w=+r[0],n+r[0].length):-1}function p(t,e,n){var r=nt.exec(e.slice(n));return r?(t.U=+r[0],n+r[0].length):-1}function h(t,e,n){var r=nt.exec(e.slice(n));return r?(t.W=+r[0],n+r[0].length):-1}function d(t,e,n){var r=nt.exec(e.slice(n,n+4));return r?(t.y=+r[0],n+r[0].length):-1}function v(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.y=+r[0]+(+r[0]>68?1900:2e3),n+r[0].length):-1}function g(t,e,n){var r=/^(Z)|([+-]\\d\\d)(?:\\:?(\\d\\d))?/.exec(e.slice(n,n+6));return r?(t.Z=r[1]?0:-(r[2]+(r[3]||\"00\")),n+r[0].length):-1}function m(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.m=r[0]-1,n+r[0].length):-1}function y(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.d=+r[0],n+r[0].length):-1}function _(t,e,n){var r=nt.exec(e.slice(n,n+3));return r?(t.m=0,t.d=+r[0],n+r[0].length):-1}function b(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.H=+r[0],n+r[0].length):-1}function x(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.M=+r[0],n+r[0].length):-1}function w(t,e,n){var r=nt.exec(e.slice(n,n+2));return r?(t.S=+r[0],n+r[0].length):-1}function C(t,e,n){var r=nt.exec(e.slice(n,n+3));return r?(t.L=+r[0],n+r[0].length):-1}function M(t,e,n){var r=rt.exec(e.slice(n,n+1));return r?n+r[0].length:-1}function k(t,e){return u(t.getDate(),e,2)}function E(t,e){return u(t.getHours(),e,2)}function T(t,e){return u(t.getHours()%12||12,e,2)}function S(t,e){return u(1+tt.a.count(n.i(tt.b)(t),t),e,3)}function P(t,e){return u(t.getMilliseconds(),e,3)}function N(t,e){return u(t.getMonth()+1,e,2)}function A(t,e){return u(t.getMinutes(),e,2)}function O(t,e){return u(t.getSeconds(),e,2)}function I(t,e){return u(tt.c.count(n.i(tt.b)(t),t),e,2)}function D(t){return t.getDay()}function R(t,e){return u(tt.d.count(n.i(tt.b)(t),t),e,2)}function L(t,e){return u(t.getFullYear()%100,e,2)}function U(t,e){return u(t.getFullYear()%1e4,e,4)}function F(t){var e=t.getTimezoneOffset();return(e>0?\"-\":(e*=-1,\"+\"))+u(e/60|0,\"0\",2)+u(e%60,\"0\",2)}function j(t,e){return u(t.getUTCDate(),e,2)}function B(t,e){return u(t.getUTCHours(),e,2)}function W(t,e){return u(t.getUTCHours()%12||12,e,2)}function V(t,e){return u(1+tt.e.count(n.i(tt.f)(t),t),e,3)}function z(t,e){return u(t.getUTCMilliseconds(),e,3)}function H(t,e){return u(t.getUTCMonth()+1,e,2)}function q(t,e){return u(t.getUTCMinutes(),e,2)}function Y(t,e){return u(t.getUTCSeconds(),e,2)}function K(t,e){return u(tt.g.count(n.i(tt.f)(t),t),e,2)}function G(t){return t.getUTCDay()}function $(t,e){return u(tt.h.count(n.i(tt.f)(t),t),e,2)}function X(t,e){return u(t.getUTCFullYear()%100,e,2)}function Z(t,e){return u(t.getUTCFullYear()%1e4,e,4)}function Q(){return\"+0000\"}function J(){return\"%\"}var tt=n(79);e.a=a;var et={\"-\":\"\",_:\" \",0:\"0\"},nt=/^\\s*\\d+/,rt=/^%/,it=/[\\\\\\^\\$\\*\\+\\?\\|\\[\\]\\(\\)\\.\\{\\}]/g},function(t,e,n){\"use strict\";var r=n(8),i={listen:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!1),{remove:function(){t.removeEventListener(e,n,!1)}}):t.attachEvent?(t.attachEvent(\"on\"+e,n),{remove:function(){t.detachEvent(\"on\"+e,n)}}):void 0},capture:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!0),{remove:function(){t.removeEventListener(e,n,!0)}}):{remove:r}},registerDefault:function(){}};t.exports=i},function(t,e,n){\"use strict\";function r(t){try{t.focus()}catch(t){}}t.exports=r},function(t,e,n){\"use strict\";function r(){if(\"undefined\"==typeof document)return null;try{return document.activeElement||document.body}catch(t){return document.body}}t.exports=r},function(t,e){function n(){throw new Error(\"setTimeout has not been defined\")}function r(){throw new Error(\"clearTimeout has not been defined\")}function i(t){if(l===setTimeout)return setTimeout(t,0);if((l===n||!l)&&setTimeout)return l=setTimeout,setTimeout(t,0);try{return l(t,0)}catch(e){try{return l.call(null,t,0)}catch(e){return l.call(this,t,0)}}}function o(t){if(f===clearTimeout)return clearTimeout(t);if((f===r||!f)&&clearTimeout)return f=clearTimeout,clearTimeout(t);try{return f(t)}catch(e){try{return f.call(null,t)}catch(e){return f.call(this,t)}}}function a(){v&&h&&(v=!1,h.length?d=h.concat(d):g=-1,d.length&&u())}function u(){if(!v){var t=i(a);v=!0;for(var e=d.length;e;){for(h=d,d=[];++g<e;)h&&h[g].run();g=-1,e=d.length}h=null,v=!1,o(t)}}function c(t,e){this.fun=t,this.array=e}function s(){}var l,f,p=t.exports={};!function(){try{l=\"function\"==typeof setTimeout?setTimeout:n}catch(t){l=n}try{f=\"function\"==typeof clearTimeout?clearTimeout:r}catch(t){f=r}}();var h,d=[],v=!1,g=-1;p.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length>1)for(var n=1;n<arguments.length;n++)e[n-1]=arguments[n];d.push(new c(t,e)),1!==d.length||v||i(u)},c.prototype.run=function(){this.fun.apply(null,this.array)},p.title=\"browser\",p.browser=!0,p.env={},p.argv=[],p.version=\"\",p.versions={},p.on=s,p.addListener=s,p.once=s,p.off=s,p.removeListener=s,p.removeAllListeners=s,p.emit=s,p.binding=function(t){throw new Error(\"process.binding is not supported\")},p.cwd=function(){return\"/\"},p.chdir=function(t){throw new Error(\"process.chdir is not supported\")},p.umask=function(){\n",
       "return 0}},function(t,e,n){\"use strict\";function r(t,e){return t+e.charAt(0).toUpperCase()+e.substring(1)}var i={animationIterationCount:!0,borderImageOutset:!0,borderImageSlice:!0,borderImageWidth:!0,boxFlex:!0,boxFlexGroup:!0,boxOrdinalGroup:!0,columnCount:!0,flex:!0,flexGrow:!0,flexPositive:!0,flexShrink:!0,flexNegative:!0,flexOrder:!0,gridRow:!0,gridColumn:!0,fontWeight:!0,lineClamp:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,tabSize:!0,widows:!0,zIndex:!0,zoom:!0,fillOpacity:!0,floodOpacity:!0,stopOpacity:!0,strokeDasharray:!0,strokeDashoffset:!0,strokeMiterlimit:!0,strokeOpacity:!0,strokeWidth:!0},o=[\"Webkit\",\"ms\",\"Moz\",\"O\"];Object.keys(i).forEach(function(t){o.forEach(function(e){i[r(e,t)]=i[t]})});var a={background:{backgroundAttachment:!0,backgroundColor:!0,backgroundImage:!0,backgroundPositionX:!0,backgroundPositionY:!0,backgroundRepeat:!0},backgroundPosition:{backgroundPositionX:!0,backgroundPositionY:!0},border:{borderWidth:!0,borderStyle:!0,borderColor:!0},borderBottom:{borderBottomWidth:!0,borderBottomStyle:!0,borderBottomColor:!0},borderLeft:{borderLeftWidth:!0,borderLeftStyle:!0,borderLeftColor:!0},borderRight:{borderRightWidth:!0,borderRightStyle:!0,borderRightColor:!0},borderTop:{borderTopWidth:!0,borderTopStyle:!0,borderTopColor:!0},font:{fontStyle:!0,fontVariant:!0,fontWeight:!0,fontSize:!0,lineHeight:!0,fontFamily:!0},outline:{outlineWidth:!0,outlineStyle:!0,outlineColor:!0}},u={isUnitlessNumber:i,shorthandPropertyExpansions:a};t.exports=u},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var i=n(2),o=n(17),a=(n(0),function(){function t(e){r(this,t),this._callbacks=null,this._contexts=null,this._arg=e}return t.prototype.enqueue=function(t,e){this._callbacks=this._callbacks||[],this._callbacks.push(t),this._contexts=this._contexts||[],this._contexts.push(e)},t.prototype.notifyAll=function(){var t=this._callbacks,e=this._contexts,n=this._arg;if(t&&e){t.length!==e.length?i(\"24\"):void 0,this._callbacks=null,this._contexts=null;for(var r=0;r<t.length;r++)t[r].call(e[r],n);t.length=0,e.length=0}},t.prototype.checkpoint=function(){return this._callbacks?this._callbacks.length:0},t.prototype.rollback=function(t){this._callbacks&&this._contexts&&(this._callbacks.length=t,this._contexts.length=t)},t.prototype.reset=function(){this._callbacks=null,this._contexts=null},t.prototype.destructor=function(){this.reset()},t}());t.exports=o.addPoolingTo(a)},function(t,e,n){\"use strict\";function r(t){return!!s.hasOwnProperty(t)||!c.hasOwnProperty(t)&&(u.test(t)?(s[t]=!0,!0):(c[t]=!0,!1))}function i(t,e){return null==e||t.hasBooleanValue&&!e||t.hasNumericValue&&isNaN(e)||t.hasPositiveNumericValue&&e<1||t.hasOverloadedBooleanValue&&e===!1}var o=n(21),a=(n(4),n(9),n(394)),u=(n(1),new RegExp(\"^[\"+o.ATTRIBUTE_NAME_START_CHAR+\"][\"+o.ATTRIBUTE_NAME_CHAR+\"]*$\")),c={},s={},l={createMarkupForID:function(t){return o.ID_ATTRIBUTE_NAME+\"=\"+a(t)},setAttributeForID:function(t,e){t.setAttribute(o.ID_ATTRIBUTE_NAME,e)},createMarkupForRoot:function(){return o.ROOT_ATTRIBUTE_NAME+'=\"\"'},setAttributeForRoot:function(t){t.setAttribute(o.ROOT_ATTRIBUTE_NAME,\"\")},createMarkupForProperty:function(t,e){var n=o.properties.hasOwnProperty(t)?o.properties[t]:null;if(n){if(i(n,e))return\"\";var r=n.attributeName;return n.hasBooleanValue||n.hasOverloadedBooleanValue&&e===!0?r+'=\"\"':r+\"=\"+a(e)}return o.isCustomAttribute(t)?null==e?\"\":t+\"=\"+a(e):null},createMarkupForCustomAttribute:function(t,e){return r(t)&&null!=e?t+\"=\"+a(e):\"\"},setValueForProperty:function(t,e,n){var r=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(r){var a=r.mutationMethod;if(a)a(t,n);else{if(i(r,n))return void this.deleteValueForProperty(t,e);if(r.mustUseProperty)t[r.propertyName]=n;else{var u=r.attributeName,c=r.attributeNamespace;c?t.setAttributeNS(c,u,\"\"+n):r.hasBooleanValue||r.hasOverloadedBooleanValue&&n===!0?t.setAttribute(u,\"\"):t.setAttribute(u,\"\"+n)}}}else if(o.isCustomAttribute(e))return void l.setValueForAttribute(t,e,n)},setValueForAttribute:function(t,e,n){if(r(e)){null==n?t.removeAttribute(e):t.setAttribute(e,\"\"+n)}},deleteValueForAttribute:function(t,e){t.removeAttribute(e)},deleteValueForProperty:function(t,e){var n=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(n){var r=n.mutationMethod;if(r)r(t,void 0);else if(n.mustUseProperty){var i=n.propertyName;n.hasBooleanValue?t[i]=!1:t[i]=\"\"}else t.removeAttribute(n.attributeName)}else o.isCustomAttribute(e)&&t.removeAttribute(e)}};t.exports=l},function(t,e,n){\"use strict\";var r={hasCachedChildNodes:1};t.exports=r},function(t,e,n){\"use strict\";function r(){if(this._rootNodeID&&this._wrapperState.pendingUpdate){this._wrapperState.pendingUpdate=!1;var t=this._currentElement.props,e=u.getValue(t);null!=e&&i(this,Boolean(t.multiple),e)}}function i(t,e,n){var r,i,o=c.getNodeFromInstance(t).options;if(e){for(r={},i=0;i<n.length;i++)r[\"\"+n[i]]=!0;for(i=0;i<o.length;i++){var a=r.hasOwnProperty(o[i].value);o[i].selected!==a&&(o[i].selected=a)}}else{for(r=\"\"+n,i=0;i<o.length;i++)if(o[i].value===r)return void(o[i].selected=!0);o.length&&(o[0].selected=!0)}}function o(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return this._rootNodeID&&(this._wrapperState.pendingUpdate=!0),s.asap(r,this),n}var a=n(3),u=n(85),c=n(4),s=n(11),l=(n(1),!1),f={getHostProps:function(t,e){return a({},e,{onChange:t._wrapperState.onChange,value:void 0})},mountWrapper:function(t,e){var n=u.getValue(e);t._wrapperState={pendingUpdate:!1,initialValue:null!=n?n:e.defaultValue,listeners:null,onChange:o.bind(t),wasMultiple:Boolean(e.multiple)},void 0===e.value||void 0===e.defaultValue||l||(l=!0)},getSelectValueContext:function(t){return t._wrapperState.initialValue},postUpdateWrapper:function(t){var e=t._currentElement.props;t._wrapperState.initialValue=void 0;var n=t._wrapperState.wasMultiple;t._wrapperState.wasMultiple=Boolean(e.multiple);var r=u.getValue(e);null!=r?(t._wrapperState.pendingUpdate=!1,i(t,Boolean(e.multiple),r)):n!==Boolean(e.multiple)&&(null!=e.defaultValue?i(t,Boolean(e.multiple),e.defaultValue):i(t,Boolean(e.multiple),e.multiple?[]:\"\"))}};t.exports=f},function(t,e,n){\"use strict\";var r,i={injectEmptyComponentFactory:function(t){r=t}},o={create:function(t){return r(t)}};o.injection=i,t.exports=o},function(t,e,n){\"use strict\";var r={logTopLevelRenders:!1};t.exports=r},function(t,e,n){\"use strict\";function r(t){return u?void 0:a(\"111\",t.type),new u(t)}function i(t){return new c(t)}function o(t){return t instanceof c}var a=n(2),u=(n(0),null),c=null,s={injectGenericComponentClass:function(t){u=t},injectTextComponentClass:function(t){c=t}},l={createInternalComponent:r,createInstanceForText:i,isTextComponent:o,injection:s};t.exports=l},function(t,e,n){\"use strict\";function r(t){return o(document.documentElement,t)}var i=n(353),o=n(320),a=n(151),u=n(152),c={hasSelectionCapabilities:function(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return e&&(\"input\"===e&&\"text\"===t.type||\"textarea\"===e||\"true\"===t.contentEditable)},getSelectionInformation:function(){var t=u();return{focusedElem:t,selectionRange:c.hasSelectionCapabilities(t)?c.getSelection(t):null}},restoreSelection:function(t){var e=u(),n=t.focusedElem,i=t.selectionRange;e!==n&&r(n)&&(c.hasSelectionCapabilities(n)&&c.setSelection(n,i),a(n))},getSelection:function(t){var e;if(\"selectionStart\"in t)e={start:t.selectionStart,end:t.selectionEnd};else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var n=document.selection.createRange();n.parentElement()===t&&(e={start:-n.moveStart(\"character\",-t.value.length),end:-n.moveEnd(\"character\",-t.value.length)})}else e=i.getOffsets(t);return e||{start:0,end:0}},setSelection:function(t,e){var n=e.start,r=e.end;if(void 0===r&&(r=n),\"selectionStart\"in t)t.selectionStart=n,t.selectionEnd=Math.min(r,t.value.length);else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var o=t.createTextRange();o.collapse(!0),o.moveStart(\"character\",n),o.moveEnd(\"character\",r-n),o.select()}else i.setOffsets(t,e)}};t.exports=c},function(t,e,n){\"use strict\";function r(t,e){for(var n=Math.min(t.length,e.length),r=0;r<n;r++)if(t.charAt(r)!==e.charAt(r))return r;return t.length===e.length?-1:n}function i(t){return t?t.nodeType===D?t.documentElement:t.firstChild:null}function o(t){return t.getAttribute&&t.getAttribute(A)||\"\"}function a(t,e,n,r,i){var o;if(x.logTopLevelRenders){var a=t._currentElement.props.child,u=a.type;o=\"React mount: \"+(\"string\"==typeof u?u:u.displayName||u.name),console.time(o)}var c=M.mountComponent(t,n,null,_(t,e),i,0);o&&console.timeEnd(o),t._renderedComponent._topLevelWrapper=t,j._mountImageIntoNode(c,e,t,r,n)}function u(t,e,n,r){var i=E.ReactReconcileTransaction.getPooled(!n&&b.useCreateElement);i.perform(a,null,t,e,i,n,r),E.ReactReconcileTransaction.release(i)}function c(t,e,n){for(M.unmountComponent(t,n),e.nodeType===D&&(e=e.documentElement);e.lastChild;)e.removeChild(e.lastChild)}function s(t){var e=i(t);if(e){var n=y.getInstanceFromNode(e);return!(!n||!n._hostParent)}}function l(t){return!(!t||t.nodeType!==I&&t.nodeType!==D&&t.nodeType!==R)}function f(t){var e=i(t),n=e&&y.getInstanceFromNode(e);return n&&!n._hostParent?n:null}function p(t){var e=f(t);return e?e._hostContainerInfo._topLevelWrapper:null}var h=n(2),d=n(20),v=n(21),g=n(26),m=n(51),y=(n(15),n(4)),_=n(347),b=n(349),x=n(160),w=n(40),C=(n(9),n(363)),M=n(24),k=n(88),E=n(11),T=n(38),S=n(169),P=(n(0),n(55)),N=n(95),A=(n(1),v.ID_ATTRIBUTE_NAME),O=v.ROOT_ATTRIBUTE_NAME,I=1,D=9,R=11,L={},U=1,F=function(){this.rootID=U++};F.prototype.isReactComponent={},F.prototype.render=function(){return this.props.child},F.isReactTopLevelWrapper=!0;var j={TopLevelWrapper:F,_instancesByReactRootID:L,scrollMonitor:function(t,e){e()},_updateRootComponent:function(t,e,n,r,i){return j.scrollMonitor(r,function(){k.enqueueElementInternal(t,e,n),i&&k.enqueueCallbackInternal(t,i)}),t},_renderNewRootComponent:function(t,e,n,r){l(e)?void 0:h(\"37\"),m.ensureScrollValueMonitoring();var i=S(t,!1);E.batchedUpdates(u,i,e,n,r);var o=i._instance.rootID;return L[o]=i,i},renderSubtreeIntoContainer:function(t,e,n,r){return null!=t&&w.has(t)?void 0:h(\"38\"),j._renderSubtreeIntoContainer(t,e,n,r)},_renderSubtreeIntoContainer:function(t,e,n,r){k.validateCallback(r,\"ReactDOM.render\"),g.isValidElement(e)?void 0:h(\"39\",\"string\"==typeof e?\" Instead of passing a string like 'div', pass React.createElement('div') or <div />.\":\"function\"==typeof e?\" Instead of passing a class like Foo, pass React.createElement(Foo) or <Foo />.\":null!=e&&void 0!==e.props?\" This may be caused by unintentionally loading two independent copies of React.\":\"\");var a,u=g.createElement(F,{child:e});if(t){var c=w.get(t);a=c._processChildContext(c._context)}else a=T;var l=p(n);if(l){var f=l._currentElement,d=f.props.child;if(N(d,e)){var v=l._renderedComponent.getPublicInstance(),m=r&&function(){r.call(v)};return j._updateRootComponent(l,u,a,n,m),v}j.unmountComponentAtNode(n)}var y=i(n),_=y&&!!o(y),b=s(n),x=_&&!l&&!b,C=j._renderNewRootComponent(u,n,x,a)._renderedComponent.getPublicInstance();return r&&r.call(C),C},render:function(t,e,n){return j._renderSubtreeIntoContainer(null,t,e,n)},unmountComponentAtNode:function(t){l(t)?void 0:h(\"40\");var e=p(t);if(!e){s(t),1===t.nodeType&&t.hasAttribute(O);return!1}return delete L[e._instance.rootID],E.batchedUpdates(c,e,t,!1),!0},_mountImageIntoNode:function(t,e,n,o,a){if(l(e)?void 0:h(\"41\"),o){var u=i(e);if(C.canReuseMarkup(t,u))return void y.precacheNode(n,u);var c=u.getAttribute(C.CHECKSUM_ATTR_NAME);u.removeAttribute(C.CHECKSUM_ATTR_NAME);var s=u.outerHTML;u.setAttribute(C.CHECKSUM_ATTR_NAME,c);var f=t,p=r(f,s),v=\" (client) \"+f.substring(p-20,p+20)+\"\\n (server) \"+s.substring(p-20,p+20);e.nodeType===D?h(\"42\",v):void 0}if(e.nodeType===D?h(\"43\"):void 0,a.useCreateElement){for(;e.lastChild;)e.removeChild(e.lastChild);d.insertTreeBefore(e,t,null)}else P(e,t),y.precacheNode(n,e.firstChild)}};t.exports=j},function(t,e,n){\"use strict\";var r=n(2),i=n(26),o=(n(0),{HOST:0,COMPOSITE:1,EMPTY:2,getType:function(t){return null===t||t===!1?o.EMPTY:i.isValidElement(t)?\"function\"==typeof t.type?o.COMPOSITE:o.HOST:void r(\"26\",t)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e){return null==e?i(\"30\"):void 0,null==t?e:Array.isArray(t)?Array.isArray(e)?(t.push.apply(t,e),t):(t.push(e),t):Array.isArray(e)?[t].concat(e):[t,e]}var i=n(2);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){Array.isArray(t)?t.forEach(e,n):t&&e.call(n,t)}t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e;(e=t._renderedNodeType)===i.COMPOSITE;)t=t._renderedComponent;return e===i.HOST?t._renderedComponent:e===i.EMPTY?null:void 0}var i=n(164);t.exports=r},function(t,e,n){\"use strict\";function r(){return!o&&i.canUseDOM&&(o=\"textContent\"in document.documentElement?\"textContent\":\"innerText\"),o}var i=n(6),o=null;t.exports=r},function(t,e,n){\"use strict\";function r(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}function i(t){return\"function\"==typeof t&&\"undefined\"!=typeof t.prototype&&\"function\"==typeof t.prototype.mountComponent&&\"function\"==typeof t.prototype.receiveComponent}function o(t,e){var n;if(null===t||t===!1)n=s.create(o);else if(\"object\"==typeof t){var u=t,c=u.type;if(\"function\"!=typeof c&&\"string\"!=typeof c){var p=\"\";p+=r(u._owner),a(\"130\",null==c?c:typeof c,p)}\"string\"==typeof u.type?n=l.createInternalComponent(u):i(u.type)?(n=new u.type(u),n.getHostNode||(n.getHostNode=n.getNativeNode)):n=new f(u)}else\"string\"==typeof t||\"number\"==typeof t?n=l.createInstanceForText(t):a(\"131\",typeof t);return n._mountIndex=0,n._mountImage=null,n}var a=n(2),u=n(3),c=n(344),s=n(159),l=n(161),f=(n(391),n(0),n(1),function(t){this.construct(t)});u(f.prototype,c,{_instantiateReactComponent:o}),t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return\"input\"===e?!!i[t.type]:\"textarea\"===e}var i={color:!0,date:!0,datetime:!0,\"datetime-local\":!0,email:!0,month:!0,number:!0,password:!0,range:!0,search:!0,tel:!0,text:!0,time:!0,url:!0,week:!0};t.exports=r},function(t,e,n){\"use strict\";var r=n(6),i=n(54),o=n(55),a=function(t,e){if(e){var n=t.firstChild;if(n&&n===t.lastChild&&3===n.nodeType)return void(n.nodeValue=e)}t.textContent=e};r.canUseDOM&&(\"textContent\"in document.documentElement||(a=function(t,e){return 3===t.nodeType?void(t.nodeValue=e):void o(t,i(e))})),t.exports=a},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",M=String(t);a(\"31\",\"[object Object]\"===M?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":M,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(2),u=(n(15),n(359)),c=n(390),s=(n(0),n(84)),l=(n(1),\".\"),f=\":\";t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=Function.prototype.toString,n=Object.prototype.hasOwnProperty,r=RegExp(\"^\"+e.call(n).replace(/[\\\\^$.*+?()[\\]{}|]/g,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\");try{var i=e.call(t);return r.test(i)}catch(t){return!1}}function i(t){var e=s(t);if(e){var n=e.childIDs;l(t),n.forEach(i)}}function o(t,e,n){return\"\\n    in \"+(t||\"Unknown\")+(e?\" (at \"+e.fileName.replace(/^.*[\\\\\\/]/,\"\")+\":\"+e.lineNumber+\")\":n?\" (created by \"+n+\")\":\"\")}function a(t){return null==t?\"#empty\":\"string\"==typeof t||\"number\"==typeof t?\"#text\":\"string\"==typeof t.type?t.type:t.type.displayName||t.type.name||\"Unknown\"}function u(t){var e,n=k.getDisplayName(t),r=k.getElement(t),i=k.getOwnerID(t);return i&&(e=k.getDisplayName(i)),o(n,r&&r._source,e)}var c,s,l,f,p,h,d,v=n(28),g=n(15),m=(n(0),n(1),\"function\"==typeof Array.from&&\"function\"==typeof Map&&r(Map)&&null!=Map.prototype&&\"function\"==typeof Map.prototype.keys&&r(Map.prototype.keys)&&\"function\"==typeof Set&&r(Set)&&null!=Set.prototype&&\"function\"==typeof Set.prototype.keys&&r(Set.prototype.keys));if(m){var y=new Map,_=new Set;c=function(t,e){y.set(t,e)},s=function(t){return y.get(t)},l=function(t){y.delete(t)},f=function(){return Array.from(y.keys())},p=function(t){_.add(t)},h=function(t){_.delete(t)},d=function(){return Array.from(_.keys())}}else{var b={},x={},w=function(t){return\".\"+t},C=function(t){return parseInt(t.substr(1),10)};c=function(t,e){var n=w(t);b[n]=e},s=function(t){var e=w(t);return b[e]},l=function(t){var e=w(t);delete b[e]},f=function(){return Object.keys(b).map(C)},p=function(t){var e=w(t);x[e]=!0},h=function(t){var e=w(t);delete x[e]},d=function(){return Object.keys(x).map(C)}}var M=[],k={onSetChildren:function(t,e){var n=s(t);n?void 0:v(\"144\"),n.childIDs=e;for(var r=0;r<e.length;r++){var i=e[r],o=s(i);o?void 0:v(\"140\"),null==o.childIDs&&\"object\"==typeof o.element&&null!=o.element?v(\"141\"):void 0,o.isMounted?void 0:v(\"71\"),null==o.parentID&&(o.parentID=t),o.parentID!==t?v(\"142\",i,o.parentID,t):void 0}},onBeforeMountComponent:function(t,e,n){var r={element:e,parentID:n,text:null,childIDs:[],isMounted:!1,updateCount:0};c(t,r)},onBeforeUpdateComponent:function(t,e){var n=s(t);n&&n.isMounted&&(n.element=e)},onMountComponent:function(t){var e=s(t);e?void 0:v(\"144\"),e.isMounted=!0;var n=0===e.parentID;n&&p(t)},onUpdateComponent:function(t){var e=s(t);e&&e.isMounted&&e.updateCount++},onUnmountComponent:function(t){var e=s(t);if(e){e.isMounted=!1;var n=0===e.parentID;n&&h(t)}M.push(t)},purgeUnmountedComponents:function(){if(!k._preventPurging){for(var t=0;t<M.length;t++){var e=M[t];i(e)}M.length=0}},isMounted:function(t){var e=s(t);return!!e&&e.isMounted},getCurrentStackAddendum:function(t){var e=\"\";if(t){var n=a(t),r=t._owner;e+=o(n,t._source,r&&r.getName())}var i=g.current,u=i&&i._debugID;return e+=k.getStackAddendumByID(u)},getStackAddendumByID:function(t){for(var e=\"\";t;)e+=u(t),t=k.getParentID(t);return e},getChildIDs:function(t){var e=s(t);return e?e.childIDs:[]},getDisplayName:function(t){var e=k.getElement(t);return e?a(e):null},getElement:function(t){var e=s(t);return e?e.element:null},getOwnerID:function(t){var e=k.getElement(t);return e&&e._owner?e._owner._debugID:null},getParentID:function(t){var e=s(t);return e?e.parentID:null},getSource:function(t){var e=s(t),n=e?e.element:null,r=null!=n?n._source:null;return r},getText:function(t){var e=k.getElement(t);return\"string\"==typeof e?e:\"number\"==typeof e?\"\"+e:null},getUpdateCount:function(t){var e=s(t);return e?e.updateCount:0},getRootIDs:d,getRegisteredIDs:f};t.exports=k},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";var r={};t.exports=r},function(t,e,n){\"use strict\";var r=!1;t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},,function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&\"function\"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?\"symbol\":typeof t},c=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),s=n(41),l=r(s),f=n(129),p=n(64),h=n(30),d=n(77),v=n(112),g=n(134),m=n(10),y=n(39),_=n(56),b=r(_),x=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceArrayVisualizer=t,t.topOffset=28,t.leftOffset=80,t.height=350,t.effectFormat=(0,h.format)(\".2\"),t.redraw=(0,y.debounce)(function(){return t.draw()},200),t}return a(e,t),c(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.onTopGroup=this.svg.append(\"g\"),this.xaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-xaxis\"),this.yaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-yaxis\"),this.hoverGroup1=this.svg.append(\"g\"),this.hoverGroup2=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.hoverLine=this.svg.append(\"line\"),this.hoverxOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hoverx=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.hoverxTitle=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"opacity\",.6).attr(\"font-size\",\"12px\"),this.hoveryOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hovery=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.xlabel=this.wrapper.select(\".additive-force-array-xlabel\"),this.ylabel=this.wrapper.select(\".additive-force-array-ylabel\");var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in b.default.colors?e=b.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=b.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,m.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)});var n=(0,h.format)(\",.4\");if(null!=this.props.ordering_keys&&null!=this.props.ordering_keys_time_format){var r=function(t){return\"object\"==(\"undefined\"==typeof t?\"undefined\":u(t))?this.formatTime(t):n(t)};this.parseTime=(0,d.timeParse)(this.props.ordering_keys_time_format),this.formatTime=(0,d.timeFormat)(this.props.ordering_keys_time_format),this.xtickFormat=r}else this.parseTime=null,this.formatTime=null,this.xtickFormat=n;this.xscale=(0,p.scaleLinear)(),this.xaxis=(0,v.axisBottom)().scale(this.xscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.xtickFormat(e)}).tickPadding(-18),this.ytickFormat=n,this.yscale=(0,p.scaleLinear)(),this.yaxis=(0,v.axisLeft)().scale(this.yscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.ytickFormat(t.invLinkFunction(e))}).tickPadding(2),this.xlabel.node().onchange=function(){return t.internalDraw()},this.ylabel.node().onchange=function(){return t.internalDraw()},this.svg.on(\"mousemove\",function(e){return t.mouseMoved(e)}),this.svg.on(\"click\",function(){return alert(\"This original index of the sample you clicked is \"+t.nearestExpIndex)}),this.svg.on(\"mouseout\",function(e){return t.mouseOut(e)}),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"mouseOut\",value:function(){this.hoverLine.attr(\"display\",\"none\"),this.hoverx.attr(\"display\",\"none\"),this.hoverxOutline.attr(\"display\",\"none\"),this.hoverxTitle.attr(\"display\",\"none\"),this.hovery.attr(\"display\",\"none\"),this.hoveryOutline.attr(\"display\",\"none\"),this.hoverGroup1.attr(\"display\",\"none\"),this.hoverGroup2.attr(\"display\",\"none\")}},{key:\"mouseMoved\",value:function(){var t=this,e=void 0,n=void 0;this.hoverLine.attr(\"display\",\"\"),this.hoverx.attr(\"display\",\"\"),this.hoverxOutline.attr(\"display\",\"\"),this.hoverxTitle.attr(\"display\",\"\"),this.hovery.attr(\"display\",\"\"),this.hoveryOutline.attr(\"display\",\"\"),this.hoverGroup1.attr(\"display\",\"\"),this.hoverGroup2.attr(\"display\",\"\");var r=(0,f.mouse)(this.svg.node())[0];if(this.props.explanations){for(e=0;e<this.currExplanations.length;++e)(!n||Math.abs(n.xmapScaled-r)>Math.abs(this.currExplanations[e].xmapScaled-r))&&(n=this.currExplanations[e]);this.nearestExpIndex=n.origInd,this.hoverLine.attr(\"x1\",n.xmapScaled).attr(\"x2\",n.xmapScaled).attr(\"y1\",0+this.topOffset).attr(\"y2\",this.height),this.hoverx.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(n.xmap)),this.hoverxOutline.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(n.xmap)),this.hoverxTitle.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-18).text(n.count>1?n.count+\" averaged samples\":\"\"),this.hovery.attr(\"x\",this.leftOffset-6).attr(\"y\",n.joinPointy).text(this.ytickFormat(this.invLinkFunction(n.joinPoint))),this.hoveryOutline.attr(\"x\",this.leftOffset-6).attr(\"y\",n.joinPointy).text(this.ytickFormat(this.invLinkFunction(n.joinPoint)));for(var i=[],o=void 0,a=void 0,u=this.currPosOrderedFeatures.length-1;u>=0;--u){var c=this.currPosOrderedFeatures[u],s=n.features[c];a=5+(s.posyTop+s.posyBottom)/2,(!o||a-o>=15)&&s.posyTop-s.posyBottom>=6&&(i.push(s),o=a)}var l=[];o=void 0;var p=!0,h=!1,d=void 0;try{for(var v,g=this.currNegOrderedFeatures[Symbol.iterator]();!(p=(v=g.next()).done);p=!0){var m=v.value,y=n.features[m];a=5+(y.negyTop+y.negyBottom)/2,(!o||o-a>=15)&&y.negyTop-y.negyBottom>=6&&(l.push(y),o=a)}}catch(t){h=!0,d=t}finally{try{!p&&g.return&&g.return()}finally{if(h)throw d}}var _=function(e){var r=\"\";return null!==e.value&&void 0!==e.value&&(r=\" = \"+(isNaN(e.value)?e.value:t.ytickFormat(e.value))),n.count>1?\"mean(\"+t.props.featureNames[e.ind]+\")\"+r:t.props.featureNames[e.ind]+r},b=this.hoverGroup1.selectAll(\".pos-values\").data(i);b.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(b).attr(\"x\",n.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(_),b.exit().remove();var x=this.hoverGroup2.selectAll(\".pos-values\").data(i);x.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(x).attr(\"x\",n.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[0]).text(_),x.exit().remove();var w=this.hoverGroup1.selectAll(\".neg-values\").data(l);w.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(w).attr(\"x\",n.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(_),w.exit().remove();var C=this.hoverGroup2.selectAll(\".neg-values\").data(l);C.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(C).attr(\"x\",n.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[1]).text(_),C.exit().remove()}}},{key:\"draw\",value:function(){var t=this;if(this.props.explanations&&0!==this.props.explanations.length){(0,y.each)(this.props.explanations,function(t,e){return t.origInd=e});var e={},n={},r={},i=!0,o=!1,a=void 0;try{for(var u,c=this.props.explanations[Symbol.iterator]();!(i=(u=c.next()).done);i=!0){var s=u.value;for(var l in s.features)void 0===e[l]&&(e[l]=0,n[l]=0,r[l]=0),s.features[l].effect>0?e[l]+=s.features[l].effect:n[l]-=s.features[l].effect,null!==s.features[l].value&&void 0!==s.features[l].value&&(r[l]+=1)}}catch(t){o=!0,a=t}finally{try{!i&&c.return&&c.return()}finally{if(o)throw a}}this.usedFeatures=(0,y.sortBy)((0,y.keys)(e),function(t){return-(e[t]+n[t])}),console.log(\"found \",this.usedFeatures.length,\" used features\"),this.posOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return e[t]}),this.negOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return-n[t]}),this.singleValueFeatures=(0,y.filter)(this.usedFeatures,function(t){return r[t]>0});var f=[\"sample order by similarity\",\"sample order by output value\",\"original sample ordering\"].concat(this.singleValueFeatures.map(function(e){return t.props.featureNames[e]}));null!=this.props.ordering_keys&&f.unshift(\"sample order by key\");var p=this.xlabel.selectAll(\"option\").data(f);p.enter().append(\"option\").merge(p).attr(\"value\",function(t){return t}).text(function(t){return t}),p.exit().remove();var h=this.props.outNames[0]?this.props.outNames[0]:\"model output value\";f=(0,y.map)(this.usedFeatures,function(e){return[t.props.featureNames[e],t.props.featureNames[e]+\" effects\"]}),f.unshift([\"model output value\",h]);var d=this.ylabel.selectAll(\"option\").data(f);d.enter().append(\"option\").merge(d).attr(\"value\",function(t){return t[0]}).text(function(t){return t[1]}),d.exit().remove(),this.ylabel.style(\"top\",(this.height-10-this.topOffset)/2+this.topOffset+\"px\").style(\"left\",10-this.ylabel.node().offsetWidth/2+\"px\"),this.internalDraw()}}},{key:\"internalDraw\",value:function(){var t=this,e=!0,n=!1,r=void 0;try{for(var i,o=this.props.explanations[Symbol.iterator]();!(e=(i=o.next()).done);e=!0){var a=i.value,c=!0,s=!1,l=void 0;try{for(var f,h=this.usedFeatures[Symbol.iterator]();!(c=(f=h.next()).done);c=!0){var d=f.value;a.features.hasOwnProperty(d)||(a.features[d]={effect:0,value:0}),a.features[d].ind=d}}catch(t){s=!0,l=t}finally{try{!c&&h.return&&h.return()}finally{if(s)throw l}}}}catch(t){n=!0,r=t}finally{try{!e&&o.return&&o.return()}finally{if(n)throw r}}var v=void 0,m=this.xlabel.node().value,_=\"sample order by key\"===m&&null!=this.props.ordering_keys_time_format;if(_?this.xscale=(0,p.scaleTime)():this.xscale=(0,p.scaleLinear)(),this.xaxis.scale(this.xscale),\"sample order by similarity\"===m)v=(0,y.sortBy)(this.props.explanations,function(t){return t.simIndex}),(0,y.each)(v,function(t,e){return t.xmap=e});else if(\"sample order by output value\"===m)v=(0,y.sortBy)(this.props.explanations,function(t){return-t.outValue}),(0,y.each)(v,function(t,e){return t.xmap=e});else if(\"original sample ordering\"===m)v=(0,y.sortBy)(this.props.explanations,function(t){return t.origInd}),(0,y.each)(v,function(t,e){return t.xmap=e});else if(\"sample order by key\"===m)v=this.props.explanations,_?(0,y.each)(v,function(e,n){return e.xmap=t.parseTime(t.props.ordering_keys[n])}):(0,y.each)(v,function(e,n){return e.xmap=t.props.ordering_keys[n]}),v=(0,y.sortBy)(v,function(t){return t.xmap});else{var b=function(){var e=(0,y.findKey)(t.props.featureNames,function(t){return t===m});(0,y.each)(t.props.explanations,function(t,n){return t.xmap=t.features[e].value});var n=(0,y.sortBy)(t.props.explanations,function(t){return t.xmap}),r=(0,y.map)(n,function(t){return t.xmap});if(\"string\"==typeof r[0])return alert(\"Ordering by category names is not yet supported.\"),{v:void 0};var i=(0,y.min)(r),o=(0,y.max)(r),a=(o-i)/100;v=[];for(var u=void 0,c=void 0,s=0;s<n.length;++s){var l=n[s];if(u&&!c&&l.xmap-u.xmap<=a||c&&l.xmap-c.xmap<=a){c||(c=(0,y.cloneDeep)(u),c.count=1);var f=!0,p=!1,h=void 0;try{for(var d,g=t.usedFeatures[Symbol.iterator]();!(f=(d=g.next()).done);f=!0){var _=d.value;c.features[_].effect+=l.features[_].effect,c.features[_].value+=l.features[_].value;\n",
       "}}catch(t){p=!0,h=t}finally{try{!f&&g.return&&g.return()}finally{if(p)throw h}}c.count+=1}else if(u)if(c){var b=!0,x=!1,w=void 0;try{for(var C,M=t.usedFeatures[Symbol.iterator]();!(b=(C=M.next()).done);b=!0){var k=C.value;c.features[k].effect/=c.count,c.features[k].value/=c.count}}catch(t){x=!0,w=t}finally{try{!b&&M.return&&M.return()}finally{if(x)throw w}}v.push(c),c=void 0}else v.push(u);u=l}u.xmap-v[v.length-1].xmap>a&&v.push(u)}();if(\"object\"===(\"undefined\"==typeof b?\"undefined\":u(b)))return b.v}this.currUsedFeatures=this.usedFeatures,this.currPosOrderedFeatures=this.posOrderedFeatures,this.currNegOrderedFeatures=this.negOrderedFeatures;var x=this.ylabel.node().value;if(\"model output value\"!==x){var w=v;v=(0,y.cloneDeep)(v);for(var C=(0,y.findKey)(this.props.featureNames,function(t){return t===x}),M=0;M<v.length;++M){var k=v[M].features[C];v[M].features={},v[M].features[C]=k,w[M].remapped_version=v[M]}this.currUsedFeatures=[C],this.currPosOrderedFeatures=[C],this.currNegOrderedFeatures=[C]}this.currExplanations=v,\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link),this.predValues=(0,y.map)(v,function(t){return(0,y.sum)((0,y.map)(t.features,function(t){return t.effect}))});var E=this.wrapper.node().offsetWidth;if(0==E)return setTimeout(function(){return t.draw(v)},500);this.svg.style(\"height\",this.height+\"px\"),this.svg.style(\"width\",E+\"px\");var T=(0,y.map)(v,function(t){return t.xmap});this.xscale.domain([(0,y.min)(T),(0,y.max)(T)]).range([this.leftOffset,E]).clamp(!0),this.xaxisElement.attr(\"transform\",\"translate(0,\"+this.topOffset+\")\").call(this.xaxis);for(var S=0;S<this.currExplanations.length;++S)this.currExplanations[S].xmapScaled=this.xscale(this.currExplanations[S].xmap);for(var P=v.length,N=0,A=0;A<P;++A){var O=v[A].features,I=(0,y.sum)((0,y.map)((0,y.filter)(O,function(t){return t.effect>0}),function(t){return t.effect}))||0,D=(0,y.sum)((0,y.map)((0,y.filter)(O,function(t){return t.effect<0}),function(t){return-t.effect}))||0;N=Math.max(N,2.2*Math.max(I,D))}this.yscale.domain([-N/2,N/2]).range([this.height-10,this.topOffset]),this.yaxisElement.attr(\"transform\",\"translate(\"+this.leftOffset+\",0)\").call(this.yaxis);for(var R=0;R<P;++R){var L=v[R].features,U=(0,y.sum)((0,y.map)((0,y.filter)(L,function(t){return t.effect<0}),function(t){return-t.effect}))||0,F=-U,j=void 0,B=!0,W=!1,V=void 0;try{for(var z,H=this.currPosOrderedFeatures[Symbol.iterator]();!(B=(z=H.next()).done);B=!0)j=z.value,L[j].posyTop=this.yscale(F),L[j].effect>0&&(F+=L[j].effect),L[j].posyBottom=this.yscale(F),L[j].ind=j}catch(t){W=!0,V=t}finally{try{!B&&H.return&&H.return()}finally{if(W)throw V}}var q=F,Y=!0,K=!1,G=void 0;try{for(var $,X=this.currNegOrderedFeatures[Symbol.iterator]();!(Y=($=X.next()).done);Y=!0)j=$.value,L[j].negyTop=this.yscale(F),L[j].effect<0&&(F-=L[j].effect),L[j].negyBottom=this.yscale(F)}catch(t){K=!0,G=t}finally{try{!Y&&X.return&&X.return()}finally{if(K)throw G}}v[R].joinPoint=q,v[R].joinPointy=this.yscale(q)}var Z=(0,g.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),Q=this.mainGroup.selectAll(\".force-bar-array-area-pos\").data(this.currUsedFeatures);Q.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-pos\").merge(Q).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(P),function(e){return[v[e].xmapScaled,v[e].features[t].posyTop]}),n=(0,y.map)((0,y.rangeRight)(P),function(e){return[v[e].xmapScaled,v[e].features[t].posyBottom]});return Z(e.concat(n))}).attr(\"fill\",this.colors[0]),Q.exit().remove();var J=this.mainGroup.selectAll(\".force-bar-array-area-neg\").data(this.currUsedFeatures);J.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-neg\").merge(J).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(P),function(e){return[v[e].xmapScaled,v[e].features[t].negyTop]}),n=(0,y.map)((0,y.rangeRight)(P),function(e){return[v[e].xmapScaled,v[e].features[t].negyBottom]});return Z(e.concat(n))}).attr(\"fill\",this.colors[1]),J.exit().remove();var tt=this.mainGroup.selectAll(\".force-bar-array-divider-pos\").data(this.currUsedFeatures);tt.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-pos\").merge(tt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(P),function(e){return[v[e].xmapScaled,v[e].features[t].posyBottom]});return Z(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(){return t.colors[0].brighter(1.2)}),tt.exit().remove();var et=this.mainGroup.selectAll(\".force-bar-array-divider-neg\").data(this.currUsedFeatures);et.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-neg\").merge(et).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(P),function(e){return[v[e].xmapScaled,v[e].features[t].negyTop]});return Z(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(){return t.colors[1].brighter(1.5)}),et.exit().remove();for(var nt=function(t,e,n,r,i){var o=void 0,a=void 0;\"pos\"===i?(o=t[n].features[e].posyBottom,a=t[n].features[e].posyTop):(o=t[n].features[e].negyBottom,a=t[n].features[e].negyTop);for(var u=void 0,c=void 0,s=n+1;s<=r;++s)\"pos\"===i?(u=t[s].features[e].posyBottom,c=t[s].features[e].posyTop):(u=t[s].features[e].negyBottom,c=t[s].features[e].negyTop),u>o&&(o=u),c<a&&(a=c);return{top:o,bottom:a}},rt=100,it=20,ot=100,at=[],ut=[\"pos\",\"neg\"],ct=0;ct<ut.length;ct++){var st=ut[ct],lt=!0,ft=!1,pt=void 0;try{for(var ht,dt=this.currUsedFeatures[Symbol.iterator]();!(lt=(ht=dt.next()).done);lt=!0)for(var vt=ht.value,gt=0,mt=0,yt=0,_t={top:0,bottom:0},bt=void 0;mt<P-1;){for(;yt<rt&&mt<P-1;)++mt,yt=v[mt].xmapScaled-v[gt].xmapScaled;for(_t=nt(v,vt,gt,mt,st);_t.bottom-_t.top<it&&gt<mt;)++gt,_t=nt(v,vt,gt,mt,st);if(yt=v[mt].xmapScaled-v[gt].xmapScaled,_t.bottom-_t.top>=it&&yt>=rt){for(;mt<P-1;){if(++mt,bt=nt(v,vt,gt,mt,st),!(bt.bottom-bt.top>it)){--mt;break}_t=bt}yt=v[mt].xmapScaled-v[gt].xmapScaled,at.push([(v[mt].xmapScaled+v[gt].xmapScaled)/2,(_t.top+_t.bottom)/2,this.props.featureNames[vt]]);var xt=v[mt].xmapScaled;for(gt=mt;xt+ot>v[gt].xmapScaled&&gt<P-1;)++gt;mt=gt}}}catch(t){ft=!0,pt=t}finally{try{!lt&&dt.return&&dt.return()}finally{if(ft)throw pt}}}var wt=this.onTopGroup.selectAll(\".force-bar-array-flabels\").data(at);wt.enter().append(\"text\").attr(\"class\",\"force-bar-array-flabels\").merge(wt).attr(\"x\",function(t){return t[0]}).attr(\"y\",function(t){return t[1]+4}).text(function(t){return t[2]}),wt.exit().remove()}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return l.default.createElement(\"div\",{ref:function(e){return t.wrapper=(0,f.select)(e)},style:{textAlign:\"center\"}},l.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-array-wrapper {\\n            text-align: center;\\n          }\\n          .force-bar-array-xaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-xaxis .domain {\\n            opacity: 0;\\n          }\\n          .force-bar-array-xaxis paths {\\n            display: none;\\n          }\\n          .force-bar-array-yaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-yaxis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\\n          .force-bar-array-flabels {\\n            font-size: 12px;\\n            fill: #fff;\\n            text-anchor: middle;\\n          }\\n          .additive-force-array-xlabel {\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            margin-left: 80px;\\n            max-width: 300px;\\n          }\\n          .additive-force-array-xlabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-ylabel {\\n            position: relative;\\n            top: 0px;\\n            left: 0px;\\n            transform: rotate(-90deg);\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            max-width: 150px;\\n          }\\n          .additive-force-array-ylabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-hoverLine {\\n            stroke-width: 1px;\\n            stroke: #fff;\\n            opacity: 1;\\n          }\"}}),l.default.createElement(\"select\",{className:\"additive-force-array-xlabel\"}),l.default.createElement(\"div\",{style:{height:\"0px\",textAlign:\"left\"}},l.default.createElement(\"select\",{className:\"additive-force-array-ylabel\"})),l.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,f.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}}))}}]),e}(l.default.Component);x.defaultProps={plot_cmap:\"RdBu\",ordering_keys:null,ordering_keys_time_format:null},e.default=x},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(129),f=n(64),p=n(30),h=n(112),d=n(134),v=n(10),g=n(39),m=n(56),y=r(m),b=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceVisualizer=t,t.effectFormat=(0,p.format)(\".2\"),t.redraw=(0,g.debounce)(function(){return t.draw()},200),t}return a(e,t),u(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.axisElement=this.mainGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-axis\"),this.onTopGroup=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.joinPointLine=this.svg.append(\"line\"),this.joinPointLabelOutline=this.svg.append(\"text\"),this.joinPointLabel=this.svg.append(\"text\"),this.joinPointTitleLeft=this.svg.append(\"text\"),this.joinPointTitleLeftArrow=this.svg.append(\"text\"),this.joinPointTitle=this.svg.append(\"text\"),this.joinPointTitleRightArrow=this.svg.append(\"text\"),this.joinPointTitleRight=this.svg.append(\"text\"),this.hoverLabelBacking=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").text(\"\").on(\"mouseover\",function(){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),this.hoverLabel=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"fill\",\"#0f0\").text(\"\").on(\"mouseover\",function(){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)});var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in y.default.colors?e=y.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=y.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,v.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)}),this.colors.map(function(e,n){var r=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-grad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");r.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.6),r.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0);var i=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-backgrad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");i.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.5),i.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0)}),this.tickFormat=(0,p.format)(\",.4\"),this.scaleCentered=(0,f.scaleLinear)(),this.axis=(0,h.axisBottom)().scale(this.scaleCentered).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.tickFormat(t.invLinkFunction(e))}).tickPadding(-18),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"draw\",value:function(){var t=this;(0,g.each)(this.props.featureNames,function(e,n){t.props.features[n]&&(t.props.features[n].name=e)}),\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link);var e=this.svg.node().parentNode.offsetWidth;if(0==e)return setTimeout(function(){return t.draw(t.props)},500);this.svg.style(\"height\",\"150px\"),this.svg.style(\"width\",e+\"px\");var n=50,r=(0,g.sortBy)(this.props.features,function(t){return-1/(t.effect+1e-10)}),i=(0,g.sum)((0,g.map)(r,function(t){return Math.abs(t.effect)})),o=(0,g.sum)((0,g.map)((0,g.filter)(r,function(t){return t.effect>0}),function(t){return t.effect}))||0,a=(0,g.sum)((0,g.map)((0,g.filter)(r,function(t){return t.effect<0}),function(t){return-t.effect}))||0;this.domainSize=3*Math.max(o,a);var u=(0,f.scaleLinear)().domain([0,this.domainSize]).range([0,e]),c=e/2-u(a);this.scaleCentered.domain([-this.domainSize/2,this.domainSize/2]).range([0,e]).clamp(!0),this.axisElement.attr(\"transform\",\"translate(0,\"+n+\")\").call(this.axis);var s=0,l=void 0,h=void 0,v=void 0;for(l=0;l<r.length;++l)r[l].x=s,r[l].effect<0&&void 0===h&&(h=s,v=l),s+=Math.abs(r[l].effect);void 0===h&&(h=s,v=l);var m=(0,d.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),y=function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name};r=this.props.hideBars?[]:r;var b=this.mainGroup.selectAll(\".force-bar-blocks\").data(r);b.enter().append(\"path\").attr(\"class\",\"force-bar-blocks\").merge(b).attr(\"d\",function(t,e){var r=u(t.x)+c,i=u(Math.abs(t.effect)),o=t.effect<0?-4:4,a=o;return e===v&&(o=0),e===v-1&&(a=0),m([[r,6+n],[r+i,6+n],[r+i+a,14.5+n],[r+i,23+n],[r,23+n],[r+o,14.5+n]])}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).on(\"mouseover\",function(e){if(u(Math.abs(e.effect))<u(i)/50||u(Math.abs(e.effect))<10){var r=u(e.x)+c,o=u(Math.abs(e.effect));t.hoverLabel.attr(\"opacity\",1).attr(\"x\",r+o/2).attr(\"y\",n+.5).attr(\"fill\",e.effect>0?t.colors[0]:t.colors[1]).text(y(e)),t.hoverLabelBacking.attr(\"opacity\",1).attr(\"x\",r+o/2).attr(\"y\",n+.5).text(y(e))}}).on(\"mouseout\",function(){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),b.exit().remove();var x=_.filter(r,function(t){return u(Math.abs(t.effect))>u(i)/50&&u(Math.abs(t.effect))>10}),w=this.onTopGroup.selectAll(\".force-bar-labels\").data(x);if(w.exit().remove(),w=w.enter().append(\"text\").attr(\"class\",\"force-bar-labels\").attr(\"font-size\",\"12px\").attr(\"y\",48+n).merge(w).text(function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).attr(\"stroke\",function(t){return t.textWidth=Math.max(this.getComputedTextLength(),u(Math.abs(t.effect))-10),t.innerTextWidth=this.getComputedTextLength(),\"none\"}),this.filteredData=x,r.length>0){s=h+u.invert(5);for(var C=v;C<r.length;++C)r[C].textx=s,s+=u.invert(r[C].textWidth+10);s=h-u.invert(5);for(var M=v-1;M>=0;--M)r[M].textx=s,s-=u.invert(r[M].textWidth+10)}w.attr(\"x\",function(t){return u(t.textx)+c+(t.effect>0?-t.textWidth/2:t.textWidth/2)}).attr(\"text-anchor\",\"middle\"),x=(0,g.filter)(x,function(n){return u(n.textx)+c>t.props.labelMargin&&u(n.textx)+c<e-t.props.labelMargin}),this.filteredData2=x;var k=x.slice(),E=(0,g.findIndex)(r,x[0])-1;E>=0&&k.unshift(r[E]);var T=this.mainGroup.selectAll(\".force-bar-labelBacking\").data(x);T.enter().append(\"path\").attr(\"class\",\"force-bar-labelBacking\").attr(\"stroke\",\"none\").attr(\"opacity\",.2).merge(T).attr(\"d\",function(t){return m([[u(t.x)+u(Math.abs(t.effect))+c,23+n],[(t.effect>0?u(t.textx):u(t.textx)+t.textWidth)+c+5,33+n],[(t.effect>0?u(t.textx):u(t.textx)+t.textWidth)+c+5,54+n],[(t.effect>0?u(t.textx)-t.textWidth:u(t.textx))+c-5,54+n],[(t.effect>0?u(t.textx)-t.textWidth:u(t.textx))+c-5,33+n],[u(t.x)+c,23+n]])}).attr(\"fill\",function(t){return\"url(#linear-backgrad-\"+(t.effect>0?0:1)+\")\"}),T.exit().remove();var S=this.mainGroup.selectAll(\".force-bar-labelDividers\").data(x.slice(0,-1));S.enter().append(\"rect\").attr(\"class\",\"force-bar-labelDividers\").attr(\"height\",\"21px\").attr(\"width\",\"1px\").attr(\"y\",33+n).merge(S).attr(\"x\",function(t){return(t.effect>0?u(t.textx):u(t.textx)+t.textWidth)+c+4.5}).attr(\"fill\",function(t){return\"url(#linear-grad-\"+(t.effect>0?0:1)+\")\"}),S.exit().remove();var P=this.mainGroup.selectAll(\".force-bar-labelLinks\").data(x.slice(0,-1));P.enter().append(\"line\").attr(\"class\",\"force-bar-labelLinks\").attr(\"y1\",23+n).attr(\"y2\",33+n).attr(\"stroke-opacity\",.5).attr(\"stroke-width\",1).merge(P).attr(\"x1\",function(t){return u(t.x)+u(Math.abs(t.effect))+c}).attr(\"x2\",function(t){return(t.effect>0?u(t.textx):u(t.textx)+t.textWidth)+c+5}).attr(\"stroke\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}),P.exit().remove();var N=this.mainGroup.selectAll(\".force-bar-blockDividers\").data(r.slice(0,-1));N.enter().append(\"path\").attr(\"class\",\"force-bar-blockDividers\").attr(\"stroke-width\",2).attr(\"fill\",\"none\").merge(N).attr(\"d\",function(t){var e=u(t.x)+u(Math.abs(t.effect))+c;return m([[e,6+n],[e+(t.effect<0?-4:4),14.5+n],[e,23+n]])}).attr(\"stroke\",function(e,n){return v===n+1||Math.abs(e.effect)<1e-8?\"#rgba(0,0,0,0)\":e.effect>0?t.brighterColors[0]:t.brighterColors[1]}),N.exit().remove(),this.joinPointLine.attr(\"x1\",u(h)+c).attr(\"x2\",u(h)+c).attr(\"y1\",0+n).attr(\"y2\",6+n).attr(\"stroke\",\"#F2F2F2\").attr(\"stroke-width\",1).attr(\"opacity\",1),this.joinPointLabelOutline.attr(\"x\",u(h)+c).attr(\"y\",-5+n).attr(\"color\",\"#fff\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",6).text((0,p.format)(\",.2f\")(this.invLinkFunction(h-a))).attr(\"opacity\",1),console.log(\"joinPoint\",h,c,n,a),this.joinPointLabel.attr(\"x\",u(h)+c).attr(\"y\",-5+n).attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").text((0,p.format)(\",.2f\")(this.invLinkFunction(h-a))).attr(\"opacity\",1),this.joinPointTitle.attr(\"x\",u(h)+c).attr(\"y\",-22+n).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(this.props.outNames[0]).attr(\"opacity\",.5),this.props.hideBars||(this.joinPointTitleLeft.attr(\"x\",u(h)+c-16).attr(\"y\",-38+n).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"higher\").attr(\"opacity\",1),this.joinPointTitleRight.attr(\"x\",u(h)+c+16).attr(\"y\",-38+n).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"lower\").attr(\"opacity\",1),this.joinPointTitleLeftArrow.attr(\"x\",u(h)+c+7).attr(\"y\",-42+n).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"→\").attr(\"opacity\",1),this.joinPointTitleRightArrow.attr(\"x\",u(h)+c-7).attr(\"y\",-36+n).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"←\").attr(\"opacity\",1)),this.props.hideBaseValueLabel||this.baseValueTitle.attr(\"x\",this.scaleCentered(0)).attr(\"y\",-22+n).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(\"base value\").attr(\"opacity\",.5)}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return s.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,l.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}},s.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-axis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-axis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\"}}))}}]),e}(s.default.Component);b.defaultProps={plot_cmap:\"RdBu\"},e.default=b},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(64),f=n(30),p=n(39),h=n(56),d=r(h),v=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return t.width=100,window.lastSimpleListInstance=t,t.effectFormat=(0,f.format)(\".2\"),t}return a(e,t),u(e,[{key:\"render\",value:function(){var t=this,e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in d.default.colors?e=d.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=d.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),console.log(this.props.features,this.props.features),this.scale=(0,l.scaleLinear)().domain([0,(0,p.max)((0,p.map)(this.props.features,function(t){return Math.abs(t.effect)}))]).range([0,this.width]);var n=(0,p.reverse)((0,p.sortBy)(Object.keys(this.props.features),function(e){return Math.abs(t.props.features[e].effect)})),r=n.map(function(n){var r=t.props.features[n],i=t.props.featureNames[n],o={width:t.scale(Math.abs(r.effect)),height:\"20px\",background:r.effect<0?e[0]:e[1],display:\"inline-block\"},a=void 0,u=void 0,c={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginRight:\"5px\",textAlign:\"right\"},l={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginLeft:\"5px\"};return r.effect<0?(u=s.default.createElement(\"span\",{style:l},i),c.width=40+t.width-t.scale(Math.abs(r.effect)),c.textAlign=\"right\",c.color=\"#999\",c.fontSize=\"13px\",a=s.default.createElement(\"span\",{style:c},t.effectFormat(r.effect))):(c.textAlign=\"right\",a=s.default.createElement(\"span\",{style:c},i),l.width=40,l.textAlign=\"left\",l.color=\"#999\",l.fontSize=\"13px\",u=s.default.createElement(\"span\",{style:l},t.effectFormat(r.effect))),s.default.createElement(\"div\",{key:n,style:{marginTop:\"2px\"}},a,s.default.createElement(\"div\",{style:o}),u)});return s.default.createElement(\"span\",null,r)}}]),e}(s.default.Component);v.defaultProps={plot_cmap:\"RdBu\"},e.default=v},function(t,e,n){\"use strict\";t.exports=n(345)},function(t,e,n){var r=(n(0),n(398)),i=!1;t.exports=function(t){t=t||{};var e=t.shouldRejectClick||r;i=!0,n(22).injection.injectEventPluginsByName({TapEventPlugin:n(396)(e)})}},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(101),n(102),n(184),n(105),n(187),n(109),n(108)},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(29)},function(t,e,n){\"use strict\";n(18),n(29),n(57)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(18)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(101),n(18),n(29),n(57)},function(t,e,n){\"use strict\";n(104)},function(t,e,n){\"use strict\";n(110)},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t,e,n){var r=t(n);return\"translate(\"+(isFinite(r)?r:e(n))+\",0)\"}function i(t,e,n){var r=t(n);return\"translate(0,\"+(isFinite(r)?r:e(n))+\")\"}function o(t){var e=t.bandwidth()/2;return t.round()&&(e=Math.round(e)),function(n){return t(n)+e}}function a(){return!this.__axis}function u(t,e){function n(n){var p,b=null==c?e.ticks?e.ticks.apply(e,u):e.domain():c,x=null==s?e.tickFormat?e.tickFormat.apply(e,u):h.a:s,w=Math.max(l,0)+_,C=t===d||t===g?r:i,M=e.range(),k=M[0]+.5,E=M[M.length-1]+.5,T=(e.bandwidth?o:h.a)(e.copy()),S=n.selection?n.selection():n,P=S.selectAll(\".domain\").data([null]),N=S.selectAll(\".tick\").data(b,e).order(),A=N.exit(),O=N.enter().append(\"g\").attr(\"class\",\"tick\"),I=N.select(\"line\"),D=N.select(\"text\"),R=t===d||t===m?-1:1,L=t===m||t===v?(p=\"x\",\"y\"):(p=\"y\",\"x\");P=P.merge(P.enter().insert(\"path\",\".tick\").attr(\"class\",\"domain\").attr(\"stroke\",\"#000\")),N=N.merge(O),I=I.merge(O.append(\"line\").attr(\"stroke\",\"#000\").attr(p+\"2\",R*l).attr(L+\"1\",.5).attr(L+\"2\",.5)),D=D.merge(O.append(\"text\").attr(\"fill\",\"#000\").attr(p,R*w).attr(L,.5).attr(\"dy\",t===d?\"0em\":t===g?\"0.71em\":\"0.32em\")),n!==S&&(P=P.transition(n),N=N.transition(n),I=I.transition(n),D=D.transition(n),A=A.transition(n).attr(\"opacity\",y).attr(\"transform\",function(t){return C(T,this.parentNode.__axis||T,t)}),O.attr(\"opacity\",y).attr(\"transform\",function(t){return C(this.parentNode.__axis||T,T,t)})),A.remove(),P.attr(\"d\",t===m||t==v?\"M\"+R*f+\",\"+k+\"H0.5V\"+E+\"H\"+R*f:\"M\"+k+\",\"+R*f+\"V0.5H\"+E+\"V\"+R*f),N.attr(\"opacity\",1).attr(\"transform\",function(t){return C(T,T,t)}),I.attr(p+\"2\",R*l),D.attr(p,R*w).text(x),S.filter(a).attr(\"fill\",\"none\").attr(\"font-size\",10).attr(\"font-family\",\"sans-serif\").attr(\"text-anchor\",t===v?\"start\":t===m?\"end\":\"middle\"),S.each(function(){this.__axis=T})}var u=[],c=null,s=null,l=6,f=6,_=3;return n.scale=function(t){return arguments.length?(e=t,n):e},n.ticks=function(){return u=p.a.call(arguments),n},n.tickArguments=function(t){return arguments.length?(u=null==t?[]:p.a.call(t),n):u.slice()},n.tickValues=function(t){return arguments.length?(c=null==t?null:p.a.call(t),n):c&&c.slice()},n.tickFormat=function(t){return arguments.length?(s=t,n):s},n.tickSize=function(t){return arguments.length?(l=f=+t,n):l},n.tickSizeInner=function(t){return arguments.length?(l=+t,n):l},n.tickSizeOuter=function(t){return arguments.length?(f=+t,n):f},n.tickPadding=function(t){return arguments.length?(_=+t,n):_},n}function c(t){return u(d,t)}function s(t){return u(v,t)}function l(t){return u(g,t)}function f(t){return u(m,t)}var p=n(200),h=n(202);e.a=c,e.b=s,e.c=l,e.d=f;var d=1,v=2,g=3,m=4,y=1e-6},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=(n(206),n(207),n(58));n.d(e,\"a\",function(){return r.a});n(205),n(208),n(204)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(58)},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t){n.add(t)});else if(t){var i=-1,o=t.length;if(null==e)for(;++i<o;)n.add(t[i]);else for(;++i<o;)n.add(e(t[i],i,t))}return n}var o=n(58),a=o.a.prototype;r.prototype=i.prototype={constructor:r,has:a.has,add:function(t){return t+=\"\",this[o.b+t]=t,this},remove:a.remove,clear:a.clear,values:a.keys,size:a.size,empty:a.empty,each:a.each}},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.h,t.s,t.l,t.opacity);t instanceof u.d||(t=n.i(u.e)(t));var e=t.r/255,r=t.g/255,i=t.b/255,a=(g*i+d*e-v*r)/(g+d-v),s=i-a,l=(h*(r-a)-f*s)/p,m=Math.sqrt(l*l+s*s)/(h*a*(1-a)),y=m?Math.atan2(l,s)*c.a-120:NaN;return new o(y<0?y+360:y,m,a,t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}var a=n(60),u=n(59),c=n(113);e.a=i;var s=-.14861,l=1.78277,f=-.29227,p=-.90649,h=1.97294,d=h*p,v=h*l,g=l*f-p*s;n.i(a.a)(o,i,n.i(a.b)(u.f,{brighter:function(t){return t=null==t?u.g:Math.pow(u.g,t),new o(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?u.h:Math.pow(u.h,t),new o(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*c.b,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),r=Math.cos(t),i=Math.sin(t);return new u.d(255*(e+n*(s*r+l*i)),255*(e+n*(f*r+p*i)),255*(e+n*(h*r)),this.opacity)}}))},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.l,t.a,t.b,t.opacity);if(t instanceof p){var e=t.h*v.b;return new o(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}t instanceof d.d||(t=n.i(d.e)(t));var r=s(t.r),i=s(t.g),u=s(t.b),c=a((.4124564*r+.3575761*i+.1804375*u)/m),l=a((.2126729*r+.7151522*i+.072175*u)/y),f=a((.0193339*r+.119192*i+.9503041*u)/_);return new o(116*l-16,500*(c-l),200*(l-f),t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.l=+t,this.a=+e,this.b=+n,this.opacity=+r}function a(t){return t>C?Math.pow(t,1/3):t/w+b}function u(t){return t>x?t*t*t:w*(t-b)}function c(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function s(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function l(t){if(t instanceof p)return new p(t.h,t.c,t.l,t.opacity);t instanceof o||(t=r(t));var e=Math.atan2(t.b,t.a)*v.a;return new p(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function f(t,e,n,r){return 1===arguments.length?l(t):new p(t,e,n,null==r?1:r)}function p(t,e,n,r){this.h=+t,this.c=+e,this.l=+n,this.opacity=+r}var h=n(60),d=n(59),v=n(113);e.a=i,e.b=f;var g=18,m=.95047,y=1,_=1.08883,b=4/29,x=6/29,w=3*x*x,C=x*x*x;n.i(h.a)(o,i,n.i(h.b)(d.f,{brighter:function(t){return new o(this.l+g*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new o(this.l-g*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return t=y*u(t),e=m*u(e),n=_*u(n),new d.d(c(3.2404542*e-1.5371385*t-.4985314*n),c(-.969266*e+1.8760108*t+.041556*n),c(.0556434*e-.2040259*t+1.0572252*n),this.opacity)}})),n.i(h.a)(p,f,n.i(h.b)(d.f,{brighter:function(t){return new p(this.h,this.c,this.l+g*(null==t?1:t),this.opacity)},darker:function(t){return new p(this.h,this.c,this.l-g*(null==t?1:t),this.opacity)},rgb:function(){return r(this).rgb()}}))},function(t,e,n){\"use strict\";function r(t){return o=n.i(i.a)(t),a=o.format,u=o.formatPrefix,o}var i=n(117);n.d(e,\"b\",function(){return a}),n.d(e,\"c\",function(){\n",
       "return u}),e.a=r;var o,a,u;r({decimal:\".\",thousands:\",\",grouping:[3],currency:[\"$\",\"\"]})},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.toPrecision(e);t:for(var n,r=t.length,i=1,o=-1;i<r;++i)switch(t[i]){case\".\":o=n=i;break;case\"0\":0===o&&(o=i),n=i;break;case\"e\":break t;default:o>0&&(o=0)}return o>0?t.slice(0,o)+t.slice(n+1):t}},function(t,e,n){\"use strict\";e.a=function(t,e){return function(n,r){for(var i=n.length,o=[],a=0,u=t[0],c=0;i>0&&u>0&&(c+u+1>r&&(u=Math.max(1,r-c)),o.push(n.substring(i-=u,i+u)),!((c+=u+1)>r));)u=t[a=(a+1)%t.length];return o.reverse().join(e)}}},function(t,e,n){\"use strict\";var r=n(61);e.a=function(t,e){var i=n.i(r.a)(t,e);if(!i)return t+\"\";var o=i[0],a=i[1];return a<0?\"0.\"+new Array(-a).join(\"0\")+o:o.length>a+1?o.slice(0,a+1)+\".\"+o.slice(a+1):o+new Array(a-o.length+2).join(\"0\")}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t){return Math.max(0,-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return Math.max(0,3*Math.max(-8,Math.min(8,Math.floor(n.i(r.a)(e)/3)))-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return t=Math.abs(t),e=Math.abs(e)-t,Math.max(0,n.i(r.a)(e)-n.i(r.a)(t))+1}},function(t,e,n){\"use strict\";function r(t){return function e(r){function a(e,a){var u=t((e=n.i(i.cubehelix)(e)).h,(a=n.i(i.cubehelix)(a)).h),c=n.i(o.a)(e.s,a.s),s=n.i(o.a)(e.l,a.l),l=n.i(o.a)(e.opacity,a.opacity);return function(t){return e.h=u(t),e.s=c(t),e.l=s(Math.pow(t,r)),e.opacity=l(t),e+\"\"}}return r=+r,a.gamma=e,a}(1)}var i=n(10),o=n(32);n.d(e,\"a\",function(){return a});var a=(r(o.b),r(o.a))},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hcl)(e)).h,(r=n.i(i.hcl)(r)).h),u=n.i(o.a)(e.c,r.c),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.c=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(32);r(o.b),r(o.a)},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hsl)(e)).h,(r=n.i(i.hsl)(r)).h),u=n.i(o.a)(e.s,r.s),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.s=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(32);r(o.b),r(o.a)},function(t,e,n){\"use strict\";n(10),n(32)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return Math.round(t+e*n)}}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i});var r=180/Math.PI,i={translateX:0,translateY:0,rotate:0,skewX:0,scaleX:1,scaleY:1};e.b=function(t,e,n,i,o,a){var u,c,s;return(u=Math.sqrt(t*t+e*e))&&(t/=u,e/=u),(s=t*n+e*i)&&(n-=t*s,i-=e*s),(c=Math.sqrt(n*n+i*i))&&(n/=c,i/=c,s/=c),t*i<e*n&&(t=-t,e=-e,s=-s,u=-u),{translateX:o,translateY:a,rotate:Math.atan2(e,t)*r,skewX:Math.atan(s)*r,scaleX:u,scaleY:c}}},function(t,e,n){\"use strict\";function r(t,e,r,o){function a(t){return t.length?t.pop()+\" \":\"\"}function u(t,o,a,u,c,s){if(t!==a||o!==u){var l=c.push(\"translate(\",null,e,null,r);s.push({i:l-4,x:n.i(i.a)(t,a)},{i:l-2,x:n.i(i.a)(o,u)})}else(a||u)&&c.push(\"translate(\"+a+e+u+r)}function c(t,e,r,u){t!==e?(t-e>180?e+=360:e-t>180&&(t+=360),u.push({i:r.push(a(r)+\"rotate(\",null,o)-2,x:n.i(i.a)(t,e)})):e&&r.push(a(r)+\"rotate(\"+e+o)}function s(t,e,r,u){t!==e?u.push({i:r.push(a(r)+\"skewX(\",null,o)-2,x:n.i(i.a)(t,e)}):e&&r.push(a(r)+\"skewX(\"+e+o)}function l(t,e,r,o,u,c){if(t!==r||e!==o){var s=u.push(a(u)+\"scale(\",null,\",\",null,\")\");c.push({i:s-4,x:n.i(i.a)(t,r)},{i:s-2,x:n.i(i.a)(e,o)})}else 1===r&&1===o||u.push(a(u)+\"scale(\"+r+\",\"+o+\")\")}return function(e,n){var r=[],i=[];return e=t(e),n=t(n),u(e.translateX,e.translateY,n.translateX,n.translateY,r,i),c(e.rotate,n.rotate,r,i),s(e.skewX,n.skewX,r,i),l(e.scaleX,e.scaleY,n.scaleX,n.scaleY,r,i),e=n=null,function(t){for(var e,n=-1,o=i.length;++n<o;)r[(e=i[n]).i]=e.x(t);return r.join(\"\")}}}var i=n(43),o=n(226);r(o.a,\"px, \",\"px)\",\"deg)\"),r(o.b,\", \",\")\",\")\")},function(t,e,n){\"use strict\";function r(t){return\"none\"===t?o.a:(a||(a=document.createElement(\"DIV\"),u=document.documentElement,c=document.defaultView),a.style.transform=t,t=c.getComputedStyle(u.appendChild(a),null).getPropertyValue(\"transform\"),u.removeChild(a),t=t.slice(7,-1).split(\",\"),n.i(o.b)(+t[0],+t[1],+t[2],+t[3],+t[4],+t[5]))}function i(t){return null==t?o.a:(s||(s=document.createElementNS(\"http://www.w3.org/2000/svg\",\"g\")),s.setAttribute(\"transform\",t),(t=s.transform.baseVal.consolidate())?(t=t.matrix,n.i(o.b)(t.a,t.b,t.c,t.d,t.e,t.f)):o.a)}var o=n(224);e.a=r,e.b=i;var a,u,c,s},function(t,e,n){\"use strict\";Math.SQRT2},function(t,e,n){\"use strict\";function r(){this._x0=this._y0=this._x1=this._y1=null,this._=\"\"}function i(){return new r}var o=Math.PI,a=2*o,u=1e-6,c=a-u;r.prototype=i.prototype={constructor:r,moveTo:function(t,e){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)},closePath:function(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._+=\"Z\")},lineTo:function(t,e){this._+=\"L\"+(this._x1=+t)+\",\"+(this._y1=+e)},quadraticCurveTo:function(t,e,n,r){this._+=\"Q\"+ +t+\",\"+ +e+\",\"+(this._x1=+n)+\",\"+(this._y1=+r)},bezierCurveTo:function(t,e,n,r,i,o){this._+=\"C\"+ +t+\",\"+ +e+\",\"+ +n+\",\"+ +r+\",\"+(this._x1=+i)+\",\"+(this._y1=+o)},arcTo:function(t,e,n,r,i){t=+t,e=+e,n=+n,r=+r,i=+i;var a=this._x1,c=this._y1,s=n-t,l=r-e,f=a-t,p=c-e,h=f*f+p*p;if(i<0)throw new Error(\"negative radius: \"+i);if(null===this._x1)this._+=\"M\"+(this._x1=t)+\",\"+(this._y1=e);else if(h>u)if(Math.abs(p*s-l*f)>u&&i){var d=n-a,v=r-c,g=s*s+l*l,m=d*d+v*v,y=Math.sqrt(g),_=Math.sqrt(h),b=i*Math.tan((o-Math.acos((g+h-m)/(2*y*_)))/2),x=b/_,w=b/y;Math.abs(x-1)>u&&(this._+=\"L\"+(t+x*f)+\",\"+(e+x*p)),this._+=\"A\"+i+\",\"+i+\",0,0,\"+ +(p*d>f*v)+\",\"+(this._x1=t+w*s)+\",\"+(this._y1=e+w*l)}else this._+=\"L\"+(this._x1=t)+\",\"+(this._y1=e);else;},arc:function(t,e,n,r,i,s){t=+t,e=+e,n=+n;var l=n*Math.cos(r),f=n*Math.sin(r),p=t+l,h=e+f,d=1^s,v=s?r-i:i-r;if(n<0)throw new Error(\"negative radius: \"+n);null===this._x1?this._+=\"M\"+p+\",\"+h:(Math.abs(this._x1-p)>u||Math.abs(this._y1-h)>u)&&(this._+=\"L\"+p+\",\"+h),n&&(v>c?this._+=\"A\"+n+\",\"+n+\",0,1,\"+d+\",\"+(t-l)+\",\"+(e-f)+\"A\"+n+\",\"+n+\",0,1,\"+d+\",\"+(this._x1=p)+\",\"+(this._y1=h):(v<0&&(v=v%a+a),this._+=\"A\"+n+\",\"+n+\",0,\"+ +(v>=o)+\",\"+d+\",\"+(this._x1=t+n*Math.cos(i))+\",\"+(this._y1=e+n*Math.sin(i))))},rect:function(t,e,n,r){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)+\"h\"+ +n+\"v\"+ +r+\"h\"+-n+\"Z\"},toString:function(){return this._}},e.a=i},function(t,e,n){\"use strict\";function r(){function t(){var t=c().length,r=l[1]<l[0],o=l[r-0],u=l[1-r];e=(u-o)/Math.max(1,t-p+2*h),f&&(e=Math.floor(e)),o+=(u-o-e*(t-p))*d,i=e*(1-p),f&&(o=Math.round(o),i=Math.round(i));var v=n.i(a.g)(t).map(function(t){return o+e*t});return s(r?v.reverse():v)}var e,i,o=n.i(u.a)().unknown(void 0),c=o.domain,s=o.range,l=[0,1],f=!1,p=0,h=0,d=.5;return delete o.unknown,o.domain=function(e){return arguments.length?(c(e),t()):c()},o.range=function(e){return arguments.length?(l=[+e[0],+e[1]],t()):l.slice()},o.rangeRound=function(e){return l=[+e[0],+e[1]],f=!0,t()},o.bandwidth=function(){return i},o.step=function(){return e},o.round=function(e){return arguments.length?(f=!!e,t()):f},o.padding=function(e){return arguments.length?(p=h=Math.max(0,Math.min(1,e)),t()):p},o.paddingInner=function(e){return arguments.length?(p=Math.max(0,Math.min(1,e)),t()):p},o.paddingOuter=function(e){return arguments.length?(h=Math.max(0,Math.min(1,e)),t()):h},o.align=function(e){return arguments.length?(d=Math.max(0,Math.min(1,e)),t()):d},o.copy=function(){return r().domain(c()).range(l).round(f).paddingInner(p).paddingOuter(h).align(d)},t()}function i(t){var e=t.copy;return t.padding=t.paddingOuter,delete t.paddingInner,delete t.paddingOuter,t.copy=function(){return i(e())},t}function o(){return i(r().paddingInner(1))}var a=n(12),u=n(127);e.a=r,e.b=o},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4ff7f0e2ca02cd627289467bd8c564be377c27f7f7fbcbd2217becf\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4aec7e8ff7f0effbb782ca02c98df8ad62728ff98969467bdc5b0d58c564bc49c94e377c2f7b6d27f7f7fc7c7c7bcbd22dbdb8d17becf9edae5\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"393b795254a36b6ecf9c9ede6379398ca252b5cf6bcedb9c8c6d31bd9e39e7ba52e7cb94843c39ad494ad6616be7969c7b4173a55194ce6dbdde9ed6\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"3182bd6baed69ecae1c6dbefe6550dfd8d3cfdae6bfdd0a231a35474c476a1d99bc7e9c0756bb19e9ac8bcbddcdadaeb636363969696bdbdbdd9d9d9\")},function(t,e,n){\"use strict\";var r=n(10),i=n(31);e.a=n.i(i.d)(n.i(r.cubehelix)(300,.5,0),n.i(r.cubehelix)(-240,.5,1))},function(t,e,n){\"use strict\";function r(){function t(t){return+t}var e=[0,1];return t.invert=t,t.domain=t.range=function(n){return arguments.length?(e=i.a.call(n,a.a),t):e.slice()},t.copy=function(){return r().domain(e)},n.i(o.b)(t)}var i=n(16),o=n(34),a=n(126);e.a=r},function(t,e,n){\"use strict\";function r(t,e){return(e=Math.log(e/t))?function(n){return Math.log(n/t)/e}:n.i(p.a)(e)}function i(t,e){return t<0?function(n){return-Math.pow(-e,n)*Math.pow(-t,1-n)}:function(n){return Math.pow(e,n)*Math.pow(t,1-n)}}function o(t){return isFinite(t)?+(\"1e\"+t):t<0?0:t}function a(t){return 10===t?o:t===Math.E?Math.exp:function(e){return Math.pow(t,e)}}function u(t){return t===Math.E?Math.log:10===t&&Math.log10||2===t&&Math.log2||(t=Math.log(t),function(e){return Math.log(e)/t})}function c(t){return function(e){return-t(-e)}}function s(){function t(){return v=u(p),g=a(p),o()[0]<0&&(v=c(v),g=c(g)),e}var e=n.i(d.a)(r,i).domain([1,10]),o=e.domain,p=10,v=u(10),g=a(10);return e.base=function(e){return arguments.length?(p=+e,t()):p},e.domain=function(e){return arguments.length?(o(e),t()):o()},e.ticks=function(t){var e,r=o(),i=r[0],a=r[r.length-1];(e=a<i)&&(f=i,i=a,a=f);var u,c,s,f=v(i),h=v(a),d=null==t?10:+t,m=[];if(!(p%1)&&h-f<d){if(f=Math.round(f)-1,h=Math.round(h)+1,i>0){for(;f<h;++f)for(c=1,u=g(f);c<p;++c)if(s=u*c,!(s<i)){if(s>a)break;m.push(s)}}else for(;f<h;++f)for(c=p-1,u=g(f);c>=1;--c)if(s=u*c,!(s<i)){if(s>a)break;m.push(s)}}else m=n.i(l.a)(f,h,Math.min(h-f,d)).map(g);return e?m.reverse():m},e.tickFormat=function(t,r){if(null==r&&(r=10===p?\".0e\":\",\"),\"function\"!=typeof r&&(r=n.i(f.format)(r)),t===1/0)return r;null==t&&(t=10);var i=Math.max(1,p*t/e.ticks().length);return function(t){var e=t/g(Math.round(v(t)));return e*p<p-.5&&(e*=p),e<=i?r(t):\"\"}},e.nice=function(){return o(n.i(h.a)(o(),{floor:function(t){return g(Math.floor(v(t)))},ceil:function(t){return g(Math.ceil(v(t)))}}))},e.copy=function(){return n.i(d.c)(e,s().base(p))},e}var l=n(12),f=n(30),p=n(65),h=n(125),d=n(45);e.a=s},function(t,e,n){\"use strict\";function r(t,e){return t<0?-Math.pow(-t,e):Math.pow(t,e)}function i(){function t(t,e){return(e=r(e,o)-(t=r(t,o)))?function(n){return(r(n,o)-t)/e}:n.i(a.a)(e)}function e(t,e){return e=r(e,o)-(t=r(t,o)),function(n){return r(t+e*n,1/o)}}var o=1,s=n.i(c.a)(t,e),l=s.domain;return s.exponent=function(t){return arguments.length?(o=+t,l(l())):o},s.copy=function(){return n.i(c.c)(s,i().exponent(o))},n.i(u.b)(s)}function o(){return i().exponent(.5)}var a=n(65),u=n(34),c=n(45);e.a=i,e.b=o},function(t,e,n){\"use strict\";function r(){function t(){var t=0,r=Math.max(1,u.length);for(c=new Array(r-1);++t<r;)c[t-1]=n.i(i.e)(a,t/r);return e}function e(t){if(!isNaN(t=+t))return u[n.i(i.c)(c,t)]}var a=[],u=[],c=[];return e.invertExtent=function(t){var e=u.indexOf(t);return e<0?[NaN,NaN]:[e>0?c[e-1]:a[0],e<c.length?c[e]:a[a.length-1]]},e.domain=function(e){if(!arguments.length)return a.slice();a=[];for(var n,r=0,o=e.length;r<o;++r)n=e[r],null==n||isNaN(n=+n)||a.push(n);return a.sort(i.f),t()},e.range=function(e){return arguments.length?(u=o.b.call(e),t()):u.slice()},e.quantiles=function(){return c.slice()},e.copy=function(){return r().domain(a).range(u)},e}var i=n(12),o=n(16);e.a=r},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return f[n.i(i.c)(l,t,0,s)]}function e(){var e=-1;for(l=new Array(s);++e<s;)l[e]=((e+1)*c-(e-s)*u)/(s+1);return t}var u=0,c=1,s=1,l=[.5],f=[0,1];return t.domain=function(t){return arguments.length?(u=+t[0],c=+t[1],e()):[u,c]},t.range=function(t){return arguments.length?(s=(f=o.b.call(t)).length-1,e()):f.slice()},t.invertExtent=function(t){var e=f.indexOf(t);return e<0?[NaN,NaN]:e<1?[u,l[0]]:e>=s?[l[s-1],c]:[l[e-1],l[e]]},t.copy=function(){return r().domain([u,c]).range(f)},n.i(a.b)(t)}var i=n(12),o=n(16),a=n(34);e.a=r},function(t,e,n){\"use strict\";var r=n(10),i=n(31);n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a});var o=n.i(i.d)(n.i(r.cubehelix)(-100,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),a=n.i(i.d)(n.i(r.cubehelix)(260,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),u=n.i(r.cubehelix)();e.a=function(t){(t<0||t>1)&&(t-=Math.floor(t));var e=Math.abs(t-.5);return u.h=360*t-100,u.s=1.5-1.5*e,u.l=.8-.9*e,u+\"\"}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=(e-o)/(a-o);return t(u?Math.max(0,Math.min(1,n)):n)}var o=0,a=1,u=!1;return e.domain=function(t){return arguments.length?(o=+t[0],a=+t[1],e):[o,a]},e.clamp=function(t){return arguments.length?(u=!!t,e):u},e.interpolator=function(n){return arguments.length?(t=n,e):t},e.copy=function(){return r(t).domain([o,a]).clamp(u)},n.i(i.b)(e)}var i=n(34);e.a=r},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return a[n.i(i.c)(e,t,0,u)]}var e=[.5],a=[0,1],u=1;return t.domain=function(n){return arguments.length?(e=o.b.call(n),u=Math.min(e.length,a.length-1),t):e.slice()},t.range=function(n){return arguments.length?(a=o.b.call(n),u=Math.min(e.length,a.length-1),t):a.slice()},t.invertExtent=function(t){var n=a.indexOf(t);return[e[n-1],e[n]]},t.copy=function(){return r().domain(e).range(a)},t}var i=n(12),o=n(16);e.a=r},function(t,e,n){\"use strict\";var r=n(12),i=n(30);e.a=function(t,e,o){var a,u=t[0],c=t[t.length-1],s=n.i(r.b)(u,c,null==e?10:e);switch(o=n.i(i.formatSpecifier)(null==o?\",f\":o),o.type){case\"s\":var l=Math.max(Math.abs(u),Math.abs(c));return null!=o.precision||isNaN(a=n.i(i.precisionPrefix)(s,l))||(o.precision=a),n.i(i.formatPrefix)(o,l);case\"\":case\"e\":case\"g\":case\"p\":case\"r\":null!=o.precision||isNaN(a=n.i(i.precisionRound)(s,Math.max(Math.abs(u),Math.abs(c))))||(o.precision=a-(\"e\"===o.type));break;case\"f\":case\"%\":null!=o.precision||isNaN(a=n.i(i.precisionFixed)(s))||(o.precision=a-2*(\"%\"===o.type))}return n.i(i.format)(o)}},function(t,e,n){\"use strict\";var r=n(128),i=n(77),o=n(79);e.a=function(){return n.i(r.b)(o.f,o.i,o.j,o.e,o.k,o.l,o.m,o.n,i.utcFormat).domain([Date.UTC(2e3,0,1),Date.UTC(2e3,0,2)])}},function(t,e,n){\"use strict\";function r(t){var e=t.length;return function(n){return t[Math.max(0,Math.min(e-1,Math.floor(n*e)))]}}var i=n(33);n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),n.d(e,\"d\",function(){return u}),e.a=r(n.i(i.a)(\"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\"));var o=r(n.i(i.a)(\"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\")),a=r(n.i(i.a)(\"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\")),u=r(n.i(i.a)(\"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\"))},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";function r(){return new i}function i(){this._=\"@\"+(++o).toString(36)}e.a=r;var o=0;i.prototype=r.prototype={constructor:i,get:function(t){for(var e=this._;!(e in t);)if(!(t=t.parentNode))return;return t[e]},set:function(t,e){return t[this._]=e},remove:function(t){return this._ in t&&delete t[this._]},toString:function(){return this._}}},function(t,e,n){\"use strict\";var r=n(72),i=n(69);e.a=function(t){var e=n.i(r.a)();return e.changedTouches&&(e=e.changedTouches[0]),n.i(i.a)(t,e)}},function(t,e,n){\"use strict\";var r=n(7);e.a=function(t){return\"string\"==typeof t?new r.b([[document.querySelector(t)]],[document.documentElement]):new r.b([[t]],r.c)}},function(t,e,n){\"use strict\";var r=n(7);e.a=function(t){return\"string\"==typeof t?new r.b([document.querySelectorAll(t)],[document.documentElement]):new r.b([null==t?[]:t],r.c)}},function(t,e,n){\"use strict\";var r=n(66);e.a=function(t){var e=\"function\"==typeof t?t:n.i(r.a)(t);return this.select(function(){return this.appendChild(e.apply(this,arguments))})}},function(t,e,n){\"use strict\";function r(t){return function(){this.removeAttribute(t)}}function i(t){return function(){this.removeAttributeNS(t.space,t.local)}}function o(t,e){return function(){this.setAttribute(t,e)}}function a(t,e){return function(){this.setAttributeNS(t.space,t.local,e)}}function u(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttribute(t):this.setAttribute(t,n)}}function c(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttributeNS(t.space,t.local):this.setAttributeNS(t.space,t.local,n)}}var s=n(67);e.a=function(t,e){var l=n.i(s.a)(t);if(arguments.length<2){var f=this.node();return l.local?f.getAttributeNS(l.space,l.local):f.getAttribute(l)}return this.each((null==e?l.local?i:r:\"function\"==typeof e?l.local?c:u:l.local?a:o)(l,e))}},function(t,e,n){\"use strict\";e.a=function(){var t=arguments[0];return arguments[0]=this,t.apply(null,arguments),this}},function(t,e,n){\"use strict\";function r(t){return t.trim().split(/^|\\s+/)}function i(t){return t.classList||new o(t)}function o(t){this._node=t,this._names=r(t.getAttribute(\"class\")||\"\")}function a(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.add(e[r])}function u(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.remove(e[r])}function c(t){return function(){a(this,t)}}function s(t){return function(){u(this,t)}}function l(t,e){return function(){(e.apply(this,arguments)?a:u)(this,t)}}o.prototype={add:function(t){var e=this._names.indexOf(t);e<0&&(this._names.push(t),this._node.setAttribute(\"class\",this._names.join(\" \")))},remove:function(t){var e=this._names.indexOf(t);e>=0&&(this._names.splice(e,1),this._node.setAttribute(\"class\",this._names.join(\" \")))},contains:function(t){return this._names.indexOf(t)>=0}},e.a=function(t,e){var n=r(t+\"\");if(arguments.length<2){for(var o=i(this.node()),a=-1,u=n.length;++a<u;)if(!o.contains(n[a]))return!1;return!0}return this.each((\"function\"==typeof e?l:e?c:s)(n,e))}},function(t,e,n){\"use strict\";function r(t,e,n,r,i,o){for(var u,c=0,s=e.length,l=o.length;c<l;++c)(u=e[c])?(u.__data__=o[c],r[c]=u):n[c]=new a.b(t,o[c]);for(;c<s;++c)(u=e[c])&&(i[c]=u)}function i(t,e,n,r,i,o,u){var s,l,f,p={},h=e.length,d=o.length,v=new Array(h);for(s=0;s<h;++s)(l=e[s])&&(v[s]=f=c+u.call(l,l.__data__,s,e),f in p?i[s]=l:p[f]=l);for(s=0;s<d;++s)f=c+u.call(t,o[s],s,o),(l=p[f])?(r[s]=l,l.__data__=o[s],p[f]=null):n[s]=new a.b(t,o[s]);for(s=0;s<h;++s)(l=e[s])&&p[v[s]]===l&&(i[s]=l)}var o=n(7),a=n(131),u=n(246),c=\"$\";e.a=function(t,e){if(!t)return y=new Array(this.size()),d=-1,this.each(function(t){y[++d]=t}),y;var a=e?i:r,c=this._parents,s=this._groups;\"function\"!=typeof t&&(t=n.i(u.a)(t));for(var l=s.length,f=new Array(l),p=new Array(l),h=new Array(l),d=0;d<l;++d){var v=c[d],g=s[d],m=g.length,y=t.call(v,v&&v.__data__,d,c),_=y.length,b=p[d]=new Array(_),x=f[d]=new Array(_),w=h[d]=new Array(m);a(v,g,b,x,w,y,e);for(var C,M,k=0,E=0;k<_;++k)if(C=b[k]){for(k>=E&&(E=k+1);!(M=x[E])&&++E<_;);C._next=M||null}}return f=new o.b(f,c),f._enter=p,f._exit=h,f}},function(t,e,n){\"use strict\";e.a=function(t){return arguments.length?this.property(\"__data__\",t):this.node().__data__}},function(t,e,n){\"use strict\";function r(t,e,r){var i=n.i(a.a)(t),o=i.CustomEvent;o?o=new o(e,r):(o=i.document.createEvent(\"Event\"),r?(o.initEvent(e,r.bubbles,r.cancelable),o.detail=r.detail):o.initEvent(e,!1,!1)),t.dispatchEvent(o)}function i(t,e){return function(){return r(this,t,e)}}function o(t,e){return function(){return r(this,t,e.apply(this,arguments))}}var a=n(73);e.a=function(t,e){return this.each((\"function\"==typeof e?o:i)(t,e))}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=this._groups,n=0,r=e.length;n<r;++n)for(var i,o=e[n],a=0,u=o.length;a<u;++a)(i=o[a])&&t.call(i,i.__data__,a,o);return this}},function(t,e,n){\"use strict\";e.a=function(){return!this.node()}},function(t,e,n){\"use strict\";var r=n(132),i=n(7);e.a=function(){return new i.b(this._exit||this._groups.map(r.a),this._parents)}},function(t,e,n){\"use strict\";var r=n(7),i=n(130);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s=e[u],l=s.length,f=a[u]=[],p=0;p<l;++p)(c=s[p])&&t.call(c,c.__data__,p,s)&&f.push(c);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";function r(){this.innerHTML=\"\"}function i(t){return function(){this.innerHTML=t}}function o(t){return function(){var e=t.apply(this,arguments);this.innerHTML=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().innerHTML}},function(t,e,n){\"use strict\";function r(){return null}var i=n(66),o=n(71);e.a=function(t,e){var a=\"function\"==typeof t?t:n.i(i.a)(t),u=null==e?r:\"function\"==typeof e?e:n.i(o.a)(e);return this.select(function(){return this.insertBefore(a.apply(this,arguments),u.apply(this,arguments)||null)})}},function(t,e,n){\"use strict\";function r(){this.previousSibling&&this.parentNode.insertBefore(this,this.parentNode.firstChild)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(7);e.a=function(t){for(var e=this._groups,n=t._groups,i=e.length,o=n.length,a=Math.min(i,o),u=new Array(i),c=0;c<a;++c)for(var s,l=e[c],f=n[c],p=l.length,h=u[c]=new Array(p),d=0;d<p;++d)(s=l[d]||f[d])&&(h[d]=s);for(;c<i;++c)u[c]=e[c];return new r.b(u,this._parents)}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=0,n=t.length;e<n;++e)for(var r=t[e],i=0,o=r.length;i<o;++i){var a=r[i];if(a)return a}return null}},function(t,e,n){\"use strict\";e.a=function(){var t=new Array(this.size()),e=-1;return this.each(function(){t[++e]=this}),t}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=-1,n=t.length;++e<n;)for(var r,i=t[e],o=i.length-1,a=i[o];--o>=0;)(r=i[o])&&(a&&a!==r.nextSibling&&a.parentNode.insertBefore(r,a),a=r);return this}},function(t,e,n){\"use strict\";function r(t){return function(){delete this[t]}}function i(t,e){return function(){this[t]=e}}function o(t,e){return function(){var n=e.apply(this,arguments);null==n?delete this[t]:this[t]=n}}e.a=function(t,e){return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e)):this.node()[t]}},function(t,e,n){\"use strict\";function r(){this.nextSibling&&this.parentNode.appendChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";function r(){var t=this.parentNode;t&&t.removeChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(7),i=n(71);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s,l=e[u],f=l.length,p=a[u]=new Array(f),h=0;h<f;++h)(c=l[h])&&(s=t.call(c,c.__data__,h,l))&&(\"__data__\"in c&&(s.__data__=c.__data__),p[h]=s);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";var r=n(7),i=n(133);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=[],u=[],c=0;c<o;++c)for(var s,l=e[c],f=l.length,p=0;p<f;++p)(s=l[p])&&(a.push(t.call(s,s.__data__,p,l)),u.push(s));return new r.b(a,u)}},function(t,e,n){\"use strict\";e.a=function(){var t=0;return this.each(function(){++t}),t}},function(t,e,n){\"use strict\";function r(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}var i=n(7);e.a=function(t){function e(e,n){return e&&n?t(e.__data__,n.__data__):!e-!n}t||(t=r);for(var n=this._groups,o=n.length,a=new Array(o),u=0;u<o;++u){for(var c,s=n[u],l=s.length,f=a[u]=new Array(l),p=0;p<l;++p)(c=s[p])&&(f[p]=c);f.sort(e)}return new i.b(a,this._parents).order()}},function(t,e,n){\"use strict\";function r(t){return function(){this.style.removeProperty(t)}}function i(t,e,n){return function(){this.style.setProperty(t,e,n)}}function o(t,e,n){return function(){var r=e.apply(this,arguments);null==r?this.style.removeProperty(t):this.style.setProperty(t,r,n)}}var a=n(73);e.a=function(t,e,u){var c;return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e,null==u?\"\":u)):n.i(a.a)(c=this.node()).getComputedStyle(c,null).getPropertyValue(t)}},function(t,e,n){\"use strict\";function r(){this.textContent=\"\"}function i(t){return function(){this.textContent=t}}function o(t){return function(){var e=t.apply(this,arguments);this.textContent=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().textContent}},function(t,e,n){\"use strict\";var r=n(72),i=n(69);e.a=function(t,e,o){arguments.length<3&&(o=e,e=n.i(r.a)().changedTouches);for(var a,u=0,c=e?e.length:0;u<c;++u)if((a=e[u]).identifier===o)return n.i(i.a)(t,a);return null}},function(t,e,n){\"use strict\";var r=n(72),i=n(69);e.a=function(t,e){null==e&&(e=n.i(r.a)().touches);for(var o=0,a=e?e.length:0,u=new Array(a);o<a;++o)u[o]=n.i(i.a)(t,e[o]);return u}},function(t,e,n){\"use strict\";function r(t){return t.innerRadius}function i(t){return t.outerRadius}function o(t){return t.startAngle}function a(t){return t.endAngle}function u(t){return t&&t.padAngle}function c(t){return t>=1?h.d:t<=-1?-h.d:Math.asin(t)}function s(t,e,n,r,i,o,a,u){var c=n-t,s=r-e,l=a-i,f=u-o,p=(l*(e-o)-f*(t-i))/(f*c-l*s);return[t+p*c,e+p*s]}function l(t,e,n,r,i,o,a){var u=t-n,c=e-r,s=(a?o:-o)/Math.sqrt(u*u+c*c),l=s*c,f=-s*u,p=t+l,h=e+f,d=n+l,v=r+f,g=(p+d)/2,m=(h+v)/2,y=d-p,_=v-h,b=y*y+_*_,x=i-o,w=p*v-d*h,C=(_<0?-1:1)*Math.sqrt(Math.max(0,x*x*b-w*w)),M=(w*_-y*C)/b,k=(-w*y-_*C)/b,E=(w*_+y*C)/b,T=(-w*y+_*C)/b,S=M-g,P=k-m,N=E-g,A=T-m;return S*S+P*P>N*N+A*A&&(M=E,k=T),{cx:M,cy:k,x01:-l,y01:-f,x11:M*(i/x-1),y11:k*(i/x-1)}}var f=n(44),p=n(19),h=n(35);e.a=function(){function t(){var t,r,i=+e.apply(this,arguments),o=+d.apply(this,arguments),a=m.apply(this,arguments)-h.d,u=y.apply(this,arguments)-h.d,p=Math.abs(u-a),x=u>a;if(b||(b=t=n.i(f.a)()),o<i&&(r=o,o=i,i=r),o>h.a)if(p>h.c-h.a)b.moveTo(o*Math.cos(a),o*Math.sin(a)),b.arc(0,0,o,a,u,!x),i>h.a&&(b.moveTo(i*Math.cos(u),i*Math.sin(u)),b.arc(0,0,i,u,a,x));else{var w,C,M=a,k=u,E=a,T=u,S=p,P=p,N=_.apply(this,arguments)/2,A=N>h.a&&(g?+g.apply(this,arguments):Math.sqrt(i*i+o*o)),O=Math.min(Math.abs(o-i)/2,+v.apply(this,arguments)),I=O,D=O;\n",
       "if(A>h.a){var R=c(A/i*Math.sin(N)),L=c(A/o*Math.sin(N));(S-=2*R)>h.a?(R*=x?1:-1,E+=R,T-=R):(S=0,E=T=(a+u)/2),(P-=2*L)>h.a?(L*=x?1:-1,M+=L,k-=L):(P=0,M=k=(a+u)/2)}var U=o*Math.cos(M),F=o*Math.sin(M),j=i*Math.cos(T),B=i*Math.sin(T);if(O>h.a){var W=o*Math.cos(k),V=o*Math.sin(k),z=i*Math.cos(E),H=i*Math.sin(E);if(p<h.b){var q=S>h.a?s(U,F,z,H,W,V,j,B):[j,B],Y=U-q[0],K=F-q[1],G=W-q[0],$=V-q[1],X=1/Math.sin(Math.acos((Y*G+K*$)/(Math.sqrt(Y*Y+K*K)*Math.sqrt(G*G+$*$)))/2),Z=Math.sqrt(q[0]*q[0]+q[1]*q[1]);I=Math.min(O,(i-Z)/(X-1)),D=Math.min(O,(o-Z)/(X+1))}}P>h.a?D>h.a?(w=l(z,H,U,F,o,D,x),C=l(W,V,j,B,o,D,x),b.moveTo(w.cx+w.x01,w.cy+w.y01),D<O?b.arc(w.cx,w.cy,D,Math.atan2(w.y01,w.x01),Math.atan2(C.y01,C.x01),!x):(b.arc(w.cx,w.cy,D,Math.atan2(w.y01,w.x01),Math.atan2(w.y11,w.x11),!x),b.arc(0,0,o,Math.atan2(w.cy+w.y11,w.cx+w.x11),Math.atan2(C.cy+C.y11,C.cx+C.x11),!x),b.arc(C.cx,C.cy,D,Math.atan2(C.y11,C.x11),Math.atan2(C.y01,C.x01),!x))):(b.moveTo(U,F),b.arc(0,0,o,M,k,!x)):b.moveTo(U,F),i>h.a&&S>h.a?I>h.a?(w=l(j,B,W,V,i,-I,x),C=l(U,F,z,H,i,-I,x),b.lineTo(w.cx+w.x01,w.cy+w.y01),I<O?b.arc(w.cx,w.cy,I,Math.atan2(w.y01,w.x01),Math.atan2(C.y01,C.x01),!x):(b.arc(w.cx,w.cy,I,Math.atan2(w.y01,w.x01),Math.atan2(w.y11,w.x11),!x),b.arc(0,0,i,Math.atan2(w.cy+w.y11,w.cx+w.x11),Math.atan2(C.cy+C.y11,C.cx+C.x11),x),b.arc(C.cx,C.cy,I,Math.atan2(C.y11,C.x11),Math.atan2(C.y01,C.x01),!x))):b.arc(0,0,i,T,E,x):b.lineTo(j,B)}else b.moveTo(0,0);if(b.closePath(),t)return b=null,t+\"\"||null}var e=r,d=i,v=n.i(p.a)(0),g=null,m=o,y=a,_=u,b=null;return t.centroid=function(){var t=(+e.apply(this,arguments)+ +d.apply(this,arguments))/2,n=(+m.apply(this,arguments)+ +y.apply(this,arguments))/2-h.b/2;return[Math.cos(n)*t,Math.sin(n)*t]},t.innerRadius=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(p.a)(+r),t):e},t.outerRadius=function(e){return arguments.length?(d=\"function\"==typeof e?e:n.i(p.a)(+e),t):d},t.cornerRadius=function(e){return arguments.length?(v=\"function\"==typeof e?e:n.i(p.a)(+e),t):v},t.padRadius=function(e){return arguments.length?(g=null==e?null:\"function\"==typeof e?e:n.i(p.a)(+e),t):g},t.startAngle=function(e){return arguments.length?(m=\"function\"==typeof e?e:n.i(p.a)(+e),t):m},t.endAngle=function(e){return arguments.length?(y=\"function\"==typeof e?e:n.i(p.a)(+e),t):y},t.padAngle=function(e){return arguments.length?(_=\"function\"==typeof e?e:n.i(p.a)(+e),t):_},t.context=function(e){return arguments.length?(b=null==e?null:e,t):b},t}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(49),o=n(46);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._y0=this._y1=this._y2=this._y3=this._y4=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x2,this._y2),this._context.closePath();break;case 2:this._context.moveTo((this._x2+2*this._x3)/3,(this._y2+2*this._y3)/3),this._context.lineTo((this._x3+2*this._x2)/3,(this._y3+2*this._y2)/3),this._context.closePath();break;case 3:this.point(this._x2,this._y2),this.point(this._x3,this._y3),this.point(this._x4,this._y4)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x2=t,this._y2=e;break;case 1:this._point=2,this._x3=t,this._y3=e;break;case 2:this._point=3,this._x4=t,this._y4=e,this._context.moveTo((this._x0+4*this._x1+t)/6,(this._y0+4*this._y1+e)/6);break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(46);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3;var r=(this._x0+4*this._x1+t)/6,o=(this._y0+4*this._y1+e)/6;this._line?this._context.lineTo(r,o):this._context.moveTo(r,o);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._basis=new i.b(t),this._beta=e}var i=n(46);r.prototype={lineStart:function(){this._x=[],this._y=[],this._basis.lineStart()},lineEnd:function(){var t=this._x,e=this._y,n=t.length-1;if(n>0)for(var r,i=t[0],o=e[0],a=t[n]-i,u=e[n]-o,c=-1;++c<=n;)r=c/n,this._basis.point(this._beta*t[c]+(1-this._beta)*(i+r*a),this._beta*e[c]+(1-this._beta)*(o+r*u));this._x=this._y=null,this._basis.lineEnd()},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function t(e){function n(t){return 1===e?new i.b(t):new r(t,e)}return n.beta=function(e){return t(+e)},n}(.85)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(136),o=n(49),a=n(74);r.prototype={areaStart:o.a,areaEnd:o.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(a.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(137),o=n(74);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(o.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(49);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._point=0},lineEnd:function(){this._point&&this._context.closePath()},point:function(t,e){t=+t,e=+e,this._point?this._context.lineTo(t,e):(this._point=1,this._context.moveTo(t,e))}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){return t<0?-1:1}function i(t,e,n){var i=t._x1-t._x0,o=e-t._x1,a=(t._y1-t._y0)/(i||o<0&&-0),u=(n-t._y1)/(o||i<0&&-0),c=(a*o+u*i)/(i+o);return(r(a)+r(u))*Math.min(Math.abs(a),Math.abs(u),.5*Math.abs(c))||0}function o(t,e){var n=t._x1-t._x0;return n?(3*(t._y1-t._y0)/n-e)/2:e}function a(t,e,n){var r=t._x0,i=t._y0,o=t._x1,a=t._y1,u=(o-r)/3;t._context.bezierCurveTo(r+u,i+u*e,o-u,a-u*n,o,a)}function u(t){this._context=t}function c(t){this._context=new s(t)}function s(t){this._context=t}function l(t){return new u(t)}function f(t){return new c(t)}e.a=l,e.b=f,u.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=this._t0=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x1,this._y1);break;case 3:a(this,this._t0,o(this,this._t0))}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){var n=NaN;if(t=+t,e=+e,t!==this._x1||e!==this._y1){switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,a(this,o(this,n=i(this,t,e)),n);break;default:a(this,this._t0,n=i(this,t,e))}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e,this._t0=n}}},(c.prototype=Object.create(u.prototype)).point=function(t,e){u.prototype.point.call(this,e,t)},s.prototype={moveTo:function(t,e){this._context.moveTo(e,t)},closePath:function(){this._context.closePath()},lineTo:function(t,e){this._context.lineTo(e,t)},bezierCurveTo:function(t,e,n,r,i,o){this._context.bezierCurveTo(e,t,r,n,o,i)}}},function(t,e,n){\"use strict\";function r(t){this._context=t}function i(t){var e,n,r=t.length-1,i=new Array(r),o=new Array(r),a=new Array(r);for(i[0]=0,o[0]=2,a[0]=t[0]+2*t[1],e=1;e<r-1;++e)i[e]=1,o[e]=4,a[e]=4*t[e]+2*t[e+1];for(i[r-1]=2,o[r-1]=7,a[r-1]=8*t[r-1]+t[r],e=1;e<r;++e)n=i[e]/o[e-1],o[e]-=n,a[e]-=n*a[e-1];for(i[r-1]=a[r-1]/o[r-1],e=r-2;e>=0;--e)i[e]=(a[e]-i[e+1])/o[e];for(o[r-1]=(t[r]+i[r-1])/2,e=0;e<r-1;++e)o[e]=2*t[e+1]-i[e+1];return[i,o]}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=[],this._y=[]},lineEnd:function(){var t=this._x,e=this._y,n=t.length;if(n)if(this._line?this._context.lineTo(t[0],e[0]):this._context.moveTo(t[0],e[0]),2===n)this._context.lineTo(t[1],e[1]);else for(var r=i(t),o=i(e),a=0,u=1;u<n;++a,++u)this._context.bezierCurveTo(r[0][a],o[0][a],r[1][a],o[1][a],t[u],e[u]);(this._line||0!==this._line&&1===n)&&this._context.closePath(),this._line=1-this._line,this._x=this._y=null},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._t=e}function i(t){return new r(t,0)}function o(t){return new r(t,1)}e.c=i,e.b=o,r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=this._y=NaN,this._point=0},lineEnd:function(){0<this._t&&this._t<1&&2===this._point&&this._context.lineTo(this._x,this._y),(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line>=0&&(this._t=1-this._t,this._line=1-this._line)},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:if(this._t<=0)this._context.lineTo(this._x,e),this._context.lineTo(t,e);else{var n=this._x*(1-this._t)+t*this._t;this._context.lineTo(n,this._y),this._context.lineTo(n,e)}}this._x=t,this._y=e}},e.a=function(t){return new r(t,.5)}},function(t,e,n){\"use strict\";e.a=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((o=t.length)>0){for(var i,o,a,u=0,c=t[0].length;u<c;++u){for(a=i=0;i<o;++i)a+=t[i][u][1]||0;if(a)for(i=0;i<o;++i)t[i][u][1]/=a}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((i=t.length)>0){for(var i,o=0,a=t[e[0]],u=a.length;o<u;++o){for(var c=0,s=0;c<i;++c)s+=t[c][o][1]||0;a[o][1]+=a[o][0]=-s/2}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((a=t.length)>0&&(o=(i=t[e[0]]).length)>0){for(var i,o,a,u=0,c=1;c<o;++c){for(var s=0,l=0,f=0;s<a;++s){for(var p=t[e[s]],h=p[c][1]||0,d=p[c-1][1]||0,v=(h-d)/2,g=0;g<s;++g){var m=t[e[g]],y=m[c][1]||0,_=m[c-1][1]||0;v+=y-_}l+=h,f+=v*h}i[c-1][1]+=i[c-1][0]=u,l&&(u-=f/l)}i[c-1][1]+=i[c-1][0]=u,n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(76);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(37),i=n(76);e.a=function(t){var e,o,a=t.length,u=t.map(i.b),c=n.i(r.a)(t).sort(function(t,e){return u[e]-u[t]}),s=0,l=0,f=[],p=[];for(e=0;e<a;++e)o=c[e],s<l?(s+=u[o],f.push(o)):(l+=u[o],p.push(o));return p.reverse().concat(f)}},function(t,e,n){\"use strict\";var r=n(37);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(19),i=n(291),o=n(292),a=n(35);e.a=function(){function t(t){var n,r,i,o,p,h=t.length,d=0,v=new Array(h),g=new Array(h),m=+s.apply(this,arguments),y=Math.min(a.c,Math.max(-a.c,l.apply(this,arguments)-m)),_=Math.min(Math.abs(y)/h,f.apply(this,arguments)),b=_*(y<0?-1:1);for(n=0;n<h;++n)(p=g[v[n]=n]=+e(t[n],n,t))>0&&(d+=p);for(null!=u?v.sort(function(t,e){return u(g[t],g[e])}):null!=c&&v.sort(function(e,n){return c(t[e],t[n])}),n=0,i=d?(y-h*b)/d:0;n<h;++n,m=o)r=v[n],p=g[r],o=m+(p>0?p*i:0)+b,g[r]={data:t[r],index:n,value:p,startAngle:m,endAngle:o,padAngle:_};return g}var e=o.a,u=i.a,c=null,s=n.i(r.a)(0),l=n.i(r.a)(a.c),f=n.i(r.a)(0);return t.value=function(i){return arguments.length?(e=\"function\"==typeof i?i:n.i(r.a)(+i),t):e},t.sortValues=function(e){return arguments.length?(u=e,c=null,t):u},t.sort=function(e){return arguments.length?(c=e,u=null,t):c},t.startAngle=function(e){return arguments.length?(s=\"function\"==typeof e?e:n.i(r.a)(+e),t):s},t.endAngle=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(r.a)(+e),t):l},t.padAngle=function(e){return arguments.length?(f=\"function\"==typeof e?e:n.i(r.a)(+e),t):f},t}},function(t,e,n){\"use strict\";var r=n(138),i=n(135),o=n(140);e.a=function(){var t=n.i(i.a)().curve(r.b),e=t.curve,a=t.lineX0,u=t.lineX1,c=t.lineY0,s=t.lineY1;return t.angle=t.x,delete t.x,t.startAngle=t.x0,delete t.x0,t.endAngle=t.x1,delete t.x1,t.radius=t.y,delete t.y,t.innerRadius=t.y0,delete t.y0,t.outerRadius=t.y1,delete t.y1,t.lineStartAngle=function(){return n.i(o.b)(a())},delete t.lineX0,t.lineEndAngle=function(){return n.i(o.b)(u())},delete t.lineX1,t.lineInnerRadius=function(){return n.i(o.b)(c())},delete t.lineY0,t.lineOuterRadius=function(){return n.i(o.b)(s())},delete t.lineY1,t.curve=function(t){return arguments.length?e(n.i(r.a)(t)):e()._curve},t}},function(t,e,n){\"use strict\";function r(t,e){return t[e]}var i=n(281),o=n(19),a=n(36),u=n(37);e.a=function(){function t(t){var n,r,i=e.apply(this,arguments),o=t.length,a=i.length,u=new Array(a);for(n=0;n<a;++n){for(var f,p=i[n],h=u[n]=new Array(o),d=0;d<o;++d)h[d]=f=[0,+l(t[d],p,d,t)],f.data=t[d];h.key=p}for(n=0,r=c(u);n<a;++n)u[r[n]].index=n;return s(u,r),u}var e=n.i(o.a)([]),c=u.a,s=a.a,l=r;return t.keys=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(o.a)(i.a.call(r)),t):e},t.value=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(o.a)(+e),t):l},t.order=function(e){return arguments.length?(c=null==e?u.a:\"function\"==typeof e?e:n.i(o.a)(i.a.call(e)),t):c},t.offset=function(e){return arguments.length?(s=null==e?a.a:e,t):s},t}},function(t,e,n){\"use strict\";var r=n(44),i=n(141),o=n(142),a=n(143),u=n(145),c=n(144),s=n(146),l=n(147),f=n(19);n.d(e,\"b\",function(){return p});var p=[i.a,o.a,a.a,c.a,u.a,s.a,l.a];e.a=function(){function t(){var t;if(a||(a=t=n.i(r.a)()),e.apply(this,arguments).draw(a,+o.apply(this,arguments)),t)return a=null,t+\"\"||null}var e=n.i(f.a)(i.a),o=n.i(f.a)(64),a=null;return t.type=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(f.a)(r),t):e},t.size=function(e){return arguments.length?(o=\"function\"==typeof e?e:n.i(f.a)(+e),t):o},t.context=function(e){return arguments.length?(a=null==e?null:e,t):a},t}},function(t,e,n){\"use strict\";function r(t){var e=new Date(t);return isNaN(e)?null:e}var i=n(148),o=n(78),a=+new Date(\"2000-01-01T00:00:00.000Z\")?r:n.i(o.e)(i.b);e.a=a},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*i.d)/i.b},function(t){return t.getDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){var e=t.getTimezoneOffset()*i.d%i.c;e<0&&(e+=i.c),t.setTime(Math.floor((+t-e)/i.c)*i.c+e)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(){},function(t,e){t.setTime(+t+e)},function(t,e){return e-t});i.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?n.i(r.a)(function(e){e.setTime(Math.floor(e/t)*t)},function(e,n){e.setTime(+e+n*t)},function(e,n){return(n-e)/t}):i:null},e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.d)*i.d)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setDate(1),t.setHours(0,0,0,0)},function(t,e){t.setMonth(t.getMonth()+e)},function(t,e){return e.getMonth()-t.getMonth()+12*(e.getFullYear()-t.getFullYear())},function(t){return t.getMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.e)*i.e)},function(t,e){t.setTime(+t+e*i.e)},function(t,e){return(e-t)/i.e},function(t){return t.getUTCSeconds()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+e)},function(t,e){return(e-t)/i.b},function(t){return t.getUTCDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCMinutes(0,0,0)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getUTCHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCSeconds(0,0)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getUTCMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCDate(1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCMonth(t.getUTCMonth()+e)},function(t,e){return e.getUTCMonth()-t.getUTCMonth()+12*(e.getUTCFullYear()-t.getUTCFullYear())},function(t){return t.getUTCMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setUTCDate(e.getUTCDate()-(e.getUTCDay()+7-t)%7),e.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+7*e)},function(t,e){return(e-t)/o.a})}var i=n(5),o=n(13);n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u});var a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCMonth(0,1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCFullYear(t.getUTCFullYear()+e)},function(t,e){return e.getUTCFullYear()-t.getUTCFullYear()},function(t){return t.getUTCFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setUTCFullYear(Math.floor(e.getUTCFullYear()/t)*t),e.setUTCMonth(0,1),e.setUTCHours(0,0,0,0)},function(e,n){e.setUTCFullYear(e.getUTCFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setDate(e.getDate()-(e.getDay()+7-t)%7),e.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+7*e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*o.d)/o.a})}var i=n(5),o=n(13);n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u});var a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setMonth(0,1),t.setHours(0,0,0,0)},function(t,e){t.setFullYear(t.getFullYear()+e)},function(t,e){return e.getFullYear()-t.getFullYear()},function(t){return t.getFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setFullYear(Math.floor(e.getFullYear()/t)*t),e.setMonth(0,1),e.setHours(0,0,0,0)},function(e,n){e.setFullYear(e.getFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return t.replace(i,function(t,e){return e.toUpperCase()})}var i=/-(.)/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t.replace(o,\"ms-\"))}var i=n(318),o=/^-ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return!(!t||!e)&&(t===e||!i(t)&&(i(e)?r(t,e.parentNode):\"contains\"in t?t.contains(e):!!t.compareDocumentPosition&&!!(16&t.compareDocumentPosition(e))))}var i=n(328);t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t.length;if(Array.isArray(t)||\"object\"!=typeof t&&\"function\"!=typeof t?a(!1):void 0,\"number\"!=typeof e?a(!1):void 0,0===e||e-1 in t?void 0:a(!1),\"function\"==typeof t.callee?a(!1):void 0,t.hasOwnProperty)try{return Array.prototype.slice.call(t)}catch(t){}for(var n=Array(e),r=0;r<e;r++)n[r]=t[r];return n}function i(t){return!!t&&(\"object\"==typeof t||\"function\"==typeof t)&&\"length\"in t&&!(\"setInterval\"in t)&&\"number\"!=typeof t.nodeType&&(Array.isArray(t)||\"callee\"in t||\"item\"in t)}function o(t){return i(t)?Array.isArray(t)?t.slice():r(t):[t]}var a=n(0);t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t.match(l);return e&&e[1].toLowerCase()}function i(t,e){var n=s;s?void 0:c(!1);var i=r(t),o=i&&u(i);if(o){n.innerHTML=o[1]+t+o[2];for(var l=o[0];l--;)n=n.lastChild}else n.innerHTML=t;var f=n.getElementsByTagName(\"script\");f.length&&(e?void 0:c(!1),a(f).forEach(e));for(var p=Array.from(n.childNodes);n.lastChild;)n.removeChild(n.lastChild);return p}var o=n(6),a=n(321),u=n(323),c=n(0),s=o.canUseDOM?document.createElement(\"div\"):null,l=/^\\s*<(\\w+)/;t.exports=i},function(t,e,n){\"use strict\";function r(t){return a?void 0:o(!1),p.hasOwnProperty(t)||(t=\"*\"),u.hasOwnProperty(t)||(\"*\"===t?a.innerHTML=\"<link />\":a.innerHTML=\"<\"+t+\"></\"+t+\">\",u[t]=!a.firstChild),u[t]?p[t]:null}var i=n(6),o=n(0),a=i.canUseDOM?document.createElement(\"div\"):null,u={},c=[1,'<select multiple=\"true\">',\"</select>\"],s=[1,\"<table>\",\"</table>\"],l=[3,\"<table><tbody><tr>\",\"</tr></tbody></table>\"],f=[1,'<svg xmlns=\"http://www.w3.org/2000/svg\">',\"</svg>\"],p={\"*\":[1,\"?<div>\",\"</div>\"],area:[1,\"<map>\",\"</map>\"],col:[2,\"<table><tbody></tbody><colgroup>\",\"</colgroup></table>\"],legend:[1,\"<fieldset>\",\"</fieldset>\"],param:[1,\"<object>\",\"</object>\"],tr:[2,\"<table><tbody>\",\"</tbody></table>\"],optgroup:c,option:c,caption:s,colgroup:s,tbody:s,tfoot:s,thead:s,td:l,th:l},h=[\"circle\",\"clipPath\",\"defs\",\"ellipse\",\"g\",\"image\",\"line\",\"linearGradient\",\"mask\",\"path\",\"pattern\",\"polygon\",\"polyline\",\"radialGradient\",\"rect\",\"stop\",\"text\",\"tspan\"];h.forEach(function(t){p[t]=f,u[t]=!0}),t.exports=r},function(t,e,n){\"use strict\";function r(t){return t===window?{x:window.pageXOffset||document.documentElement.scrollLeft,y:window.pageYOffset||document.documentElement.scrollTop}:{x:t.scrollLeft,y:t.scrollTop}}t.exports=r},function(t,e,n){\"use strict\";function r(t){return t.replace(i,\"-$1\").toLowerCase()}var i=/([A-Z])/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t).replace(o,\"-ms-\")}var i=n(325),o=/^ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t){return!(!t||!(\"function\"==typeof Node?t instanceof Node:\"object\"==typeof t&&\"number\"==typeof t.nodeType&&\"string\"==typeof t.nodeName))}t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t)&&3==t.nodeType}var i=n(327);t.exports=r},function(t,e,n){\"use strict\";var r=function(t){var e;for(e in t)if(t.hasOwnProperty(e))return e;return null};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e={};return function(n){return e.hasOwnProperty(n)||(e[n]=t.call(this,n)),e[n]}}t.exports=r},function(t,e,n){\"use strict\";var r={Properties:{\"aria-current\":0,\"aria-details\":0,\"aria-disabled\":0,\"aria-hidden\":0,\"aria-invalid\":0,\"aria-keyshortcuts\":0,\"aria-label\":0,\"aria-roledescription\":0,\"aria-autocomplete\":0,\"aria-checked\":0,\"aria-expanded\":0,\"aria-haspopup\":0,\"aria-level\":0,\"aria-modal\":0,\"aria-multiline\":0,\"aria-multiselectable\":0,\"aria-orientation\":0,\"aria-placeholder\":0,\"aria-pressed\":0,\"aria-readonly\":0,\"aria-required\":0,\"aria-selected\":0,\"aria-sort\":0,\"aria-valuemax\":0,\"aria-valuemin\":0,\"aria-valuenow\":0,\"aria-valuetext\":0,\"aria-atomic\":0,\"aria-busy\":0,\"aria-live\":0,\"aria-relevant\":0,\"aria-dropeffect\":0,\"aria-grabbed\":0,\"aria-activedescendant\":0,\"aria-colcount\":0,\"aria-colindex\":0,\"aria-colspan\":0,\"aria-controls\":0,\"aria-describedby\":0,\"aria-errormessage\":0,\"aria-flowto\":0,\"aria-labelledby\":0,\"aria-owns\":0,\"aria-posinset\":0,\"aria-rowcount\":0,\"aria-rowindex\":0,\"aria-rowspan\":0,\"aria-setsize\":0},DOMAttributeNames:{},DOMPropertyNames:{}};t.exports=r},function(t,e,n){\"use strict\";var r=n(4),i=n(151),o={focusDOMComponent:function(){i(r.getNodeFromInstance(this))}};t.exports=o},function(t,e,n){\"use strict\";function r(){var t=window.opera;return\"object\"==typeof t&&\"function\"==typeof t.version&&parseInt(t.version(),10)<=12}function i(t){return(t.ctrlKey||t.altKey||t.metaKey)&&!(t.ctrlKey&&t.altKey)}function o(t){switch(t){case\"topCompositionStart\":return E.compositionStart;case\"topCompositionEnd\":return E.compositionEnd;case\"topCompositionUpdate\":return E.compositionUpdate}}function a(t,e){return\"topKeyDown\"===t&&e.keyCode===_}function u(t,e){switch(t){case\"topKeyUp\":return y.indexOf(e.keyCode)!==-1;case\"topKeyDown\":return e.keyCode!==_;case\"topKeyPress\":case\"topMouseDown\":case\"topBlur\":return!0;default:return!1}}function c(t){var e=t.detail;return\"object\"==typeof e&&\"data\"in e?e.data:null}function s(t,e,n,r){var i,s;if(b?i=o(t):S?u(t,n)&&(i=E.compositionEnd):a(t,n)&&(i=E.compositionStart),!i)return null;C&&(S||i!==E.compositionStart?i===E.compositionEnd&&S&&(s=S.getData()):S=v.getPooled(r));var l=g.getPooled(i,e,n,r);if(s)l.data=s;else{var f=c(n);null!==f&&(l.data=f)}return h.accumulateTwoPhaseDispatches(l),l}function l(t,e){switch(t){case\"topCompositionEnd\":return c(e);case\"topKeyPress\":var n=e.which;return n!==M?null:(T=!0,k);case\"topTextInput\":var r=e.data;return r===k&&T?null:r;default:return null}}function f(t,e){if(S){if(\"topCompositionEnd\"===t||!b&&u(t,e)){var n=S.getData();return v.release(S),S=null,n}return null}switch(t){case\"topPaste\":return null;case\"topKeyPress\":return e.which&&!i(e)?String.fromCharCode(e.which):null;case\"topCompositionEnd\":return C?null:e.data;default:return null}}function p(t,e,n,r){var i;if(i=w?l(t,n):f(t,n),!i)return null;var o=m.getPooled(E.beforeInput,e,n,r);return o.data=i,h.accumulateTwoPhaseDispatches(o),o}var h=n(23),d=n(6),v=n(340),g=n(377),m=n(380),y=[9,13,27,32],_=229,b=d.canUseDOM&&\"CompositionEvent\"in window,x=null;d.canUseDOM&&\"documentMode\"in document&&(x=document.documentMode);var w=d.canUseDOM&&\"TextEvent\"in window&&!x&&!r(),C=d.canUseDOM&&(!b||x&&x>8&&x<=11),M=32,k=String.fromCharCode(M),E={beforeInput:{phasedRegistrationNames:{bubbled:\"onBeforeInput\",captured:\"onBeforeInputCapture\"},dependencies:[\"topCompositionEnd\",\"topKeyPress\",\"topTextInput\",\"topPaste\"]},compositionEnd:{phasedRegistrationNames:{bubbled:\"onCompositionEnd\",captured:\"onCompositionEndCapture\"},dependencies:[\"topBlur\",\"topCompositionEnd\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionStart:{phasedRegistrationNames:{bubbled:\"onCompositionStart\",captured:\"onCompositionStartCapture\"},dependencies:[\"topBlur\",\"topCompositionStart\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionUpdate:{phasedRegistrationNames:{bubbled:\"onCompositionUpdate\",captured:\"onCompositionUpdateCapture\"},dependencies:[\"topBlur\",\"topCompositionUpdate\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]}},T=!1,S=null,P={eventTypes:E,extractEvents:function(t,e,n,r){return[s(t,e,n,r),p(t,e,n,r)]}};t.exports=P},function(t,e,n){\"use strict\";var r=n(154),i=n(6),o=(n(9),n(319),n(386)),a=n(326),u=n(330),c=(n(1),u(function(t){return a(t)})),s=!1,l=\"cssFloat\";if(i.canUseDOM){var f=document.createElement(\"div\").style;try{f.font=\"\"}catch(t){s=!0}void 0===document.documentElement.style.cssFloat&&(l=\"styleFloat\")}var p={createMarkupForStyles:function(t,e){var n=\"\";for(var r in t)if(t.hasOwnProperty(r)){var i=t[r];null!=i&&(n+=c(r)+\":\",n+=o(r,i,e)+\";\")}return n||null},setValueForStyles:function(t,e,n){var i=t.style;for(var a in e)if(e.hasOwnProperty(a)){var u=o(a,e[a],n);if(\"float\"!==a&&\"cssFloat\"!==a||(a=l),u)i[a]=u;else{var c=s&&r.shorthandPropertyExpansions[a];if(c)for(var f in c)i[f]=\"\";else i[a]=\"\"}}}};t.exports=p},function(t,e,n){\"use strict\";function r(t){var e=t.nodeName&&t.nodeName.toLowerCase();return\"select\"===e||\"input\"===e&&\"file\"===t.type}function i(t){var e=C.getPooled(T.change,P,t,M(t));_.accumulateTwoPhaseDispatches(e),w.batchedUpdates(o,e)}function o(t){y.enqueueEvents(t),y.processEventQueue(!1)}function a(t,e){S=t,P=e,S.attachEvent(\"onchange\",i)}function u(){S&&(S.detachEvent(\"onchange\",i),S=null,P=null)}function c(t,e){if(\"topChange\"===t)return e}function s(t,e,n){\"topFocus\"===t?(u(),a(e,n)):\"topBlur\"===t&&u()}function l(t,e){S=t,P=e,N=t.value,A=Object.getOwnPropertyDescriptor(t.constructor.prototype,\"value\"),Object.defineProperty(S,\"value\",D),S.attachEvent?S.attachEvent(\"onpropertychange\",p):S.addEventListener(\"propertychange\",p,!1)}function f(){S&&(delete S.value,S.detachEvent?S.detachEvent(\"onpropertychange\",p):S.removeEventListener(\"propertychange\",p,!1),S=null,P=null,N=null,A=null)}function p(t){if(\"value\"===t.propertyName){var e=t.srcElement.value;e!==N&&(N=e,i(t))}}function h(t,e){if(\"topInput\"===t)return e}function d(t,e,n){\"topFocus\"===t?(f(),l(e,n)):\"topBlur\"===t&&f()}function v(t,e){if((\"topSelectionChange\"===t||\"topKeyUp\"===t||\"topKeyDown\"===t)&&S&&S.value!==N)return N=S.value,P}function g(t){return t.nodeName&&\"input\"===t.nodeName.toLowerCase()&&(\"checkbox\"===t.type||\"radio\"===t.type)}function m(t,e){if(\"topClick\"===t)return e}var y=n(22),_=n(23),b=n(6),x=n(4),w=n(11),C=n(14),M=n(93),k=n(94),E=n(170),T={change:{phasedRegistrationNames:{bubbled:\"onChange\",captured:\"onChangeCapture\"},dependencies:[\"topBlur\",\"topChange\",\"topClick\",\"topFocus\",\"topInput\",\"topKeyDown\",\"topKeyUp\",\"topSelectionChange\"]}},S=null,P=null,N=null,A=null,O=!1;b.canUseDOM&&(O=k(\"change\")&&(!document.documentMode||document.documentMode>8));var I=!1;b.canUseDOM&&(I=k(\"input\")&&(!document.documentMode||document.documentMode>11));var D={get:function(){return A.get.call(this)},set:function(t){N=\"\"+t,A.set.call(this,t)}},R={eventTypes:T,extractEvents:function(t,e,n,i){var o,a,u=e?x.getNodeFromInstance(e):window;if(r(u)?O?o=c:a=s:E(u)?I?o=h:(o=v,a=d):g(u)&&(o=m),o){var l=o(t,e);if(l){var f=C.getPooled(T.change,l,n,i);return f.type=\"change\",_.accumulateTwoPhaseDispatches(f),f}}a&&a(t,u,e)}};t.exports=R},function(t,e,n){\"use strict\";var r=n(2),i=n(20),o=n(6),a=n(322),u=n(8),c=(n(0),{dangerouslyReplaceNodeWithMarkup:function(t,e){if(o.canUseDOM?void 0:r(\"56\"),e?void 0:r(\"57\"),\"HTML\"===t.nodeName?r(\"58\"):void 0,\"string\"==typeof e){var n=a(e,u)[0];t.parentNode.replaceChild(n,t)}else i.replaceChildWithTree(t,e)}});t.exports=c},function(t,e,n){\"use strict\";var r=[\"ResponderEventPlugin\",\"SimpleEventPlugin\",\"TapEventPlugin\",\"EnterLeaveEventPlugin\",\"ChangeEventPlugin\",\"SelectEventPlugin\",\"BeforeInputEventPlugin\"];t.exports=r},function(t,e,n){\"use strict\";var r=n(23),i=n(4),o=n(52),a={mouseEnter:{registrationName:\"onMouseEnter\",dependencies:[\"topMouseOut\",\"topMouseOver\"]},mouseLeave:{registrationName:\"onMouseLeave\",dependencies:[\"topMouseOut\",\"topMouseOver\"]}},u={eventTypes:a,extractEvents:function(t,e,n,u){if(\"topMouseOver\"===t&&(n.relatedTarget||n.fromElement))return null;\n",
       "if(\"topMouseOut\"!==t&&\"topMouseOver\"!==t)return null;var c;if(u.window===u)c=u;else{var s=u.ownerDocument;c=s?s.defaultView||s.parentWindow:window}var l,f;if(\"topMouseOut\"===t){l=e;var p=n.relatedTarget||n.toElement;f=p?i.getClosestInstanceFromNode(p):null}else l=null,f=e;if(l===f)return null;var h=null==l?c:i.getNodeFromInstance(l),d=null==f?c:i.getNodeFromInstance(f),v=o.getPooled(a.mouseLeave,l,n,u);v.type=\"mouseleave\",v.target=h,v.relatedTarget=d;var g=o.getPooled(a.mouseEnter,f,n,u);return g.type=\"mouseenter\",g.target=d,g.relatedTarget=h,r.accumulateEnterLeaveDispatches(v,g,l,f),[v,g]}};t.exports=u},function(t,e,n){\"use strict\";var r={topAbort:null,topAnimationEnd:null,topAnimationIteration:null,topAnimationStart:null,topBlur:null,topCanPlay:null,topCanPlayThrough:null,topChange:null,topClick:null,topCompositionEnd:null,topCompositionStart:null,topCompositionUpdate:null,topContextMenu:null,topCopy:null,topCut:null,topDoubleClick:null,topDrag:null,topDragEnd:null,topDragEnter:null,topDragExit:null,topDragLeave:null,topDragOver:null,topDragStart:null,topDrop:null,topDurationChange:null,topEmptied:null,topEncrypted:null,topEnded:null,topError:null,topFocus:null,topInput:null,topInvalid:null,topKeyDown:null,topKeyPress:null,topKeyUp:null,topLoad:null,topLoadedData:null,topLoadedMetadata:null,topLoadStart:null,topMouseDown:null,topMouseMove:null,topMouseOut:null,topMouseOver:null,topMouseUp:null,topPaste:null,topPause:null,topPlay:null,topPlaying:null,topProgress:null,topRateChange:null,topReset:null,topScroll:null,topSeeked:null,topSeeking:null,topSelectionChange:null,topStalled:null,topSubmit:null,topSuspend:null,topTextInput:null,topTimeUpdate:null,topTouchCancel:null,topTouchEnd:null,topTouchMove:null,topTouchStart:null,topTransitionEnd:null,topVolumeChange:null,topWaiting:null,topWheel:null},i={topLevelTypes:r};t.exports=i},function(t,e,n){\"use strict\";function r(t){this._root=t,this._startText=this.getText(),this._fallbackText=null}var i=n(3),o=n(17),a=n(168);i(r.prototype,{destructor:function(){this._root=null,this._startText=null,this._fallbackText=null},getText:function(){return\"value\"in this._root?this._root.value:this._root[a()]},getData:function(){if(this._fallbackText)return this._fallbackText;var t,e,n=this._startText,r=n.length,i=this.getText(),o=i.length;for(t=0;t<r&&n[t]===i[t];t++);var a=r-t;for(e=1;e<=a&&n[r-e]===i[o-e];e++);var u=e>1?1-e:void 0;return this._fallbackText=i.slice(t,u),this._fallbackText}}),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";var r=n(21),i=r.injection.MUST_USE_PROPERTY,o=r.injection.HAS_BOOLEAN_VALUE,a=r.injection.HAS_NUMERIC_VALUE,u=r.injection.HAS_POSITIVE_NUMERIC_VALUE,c=r.injection.HAS_OVERLOADED_BOOLEAN_VALUE,s={isCustomAttribute:RegExp.prototype.test.bind(new RegExp(\"^(data|aria)-[\"+r.ATTRIBUTE_NAME_CHAR+\"]*$\")),Properties:{accept:0,acceptCharset:0,accessKey:0,action:0,allowFullScreen:o,allowTransparency:0,alt:0,as:0,async:o,autoComplete:0,autoPlay:o,capture:o,cellPadding:0,cellSpacing:0,charSet:0,challenge:0,checked:i|o,cite:0,classID:0,className:0,cols:u,colSpan:0,content:0,contentEditable:0,contextMenu:0,controls:o,coords:0,crossOrigin:0,data:0,dateTime:0,default:o,defer:o,dir:0,disabled:o,download:c,draggable:0,encType:0,form:0,formAction:0,formEncType:0,formMethod:0,formNoValidate:o,formTarget:0,frameBorder:0,headers:0,height:0,hidden:o,high:0,href:0,hrefLang:0,htmlFor:0,httpEquiv:0,icon:0,id:0,inputMode:0,integrity:0,is:0,keyParams:0,keyType:0,kind:0,label:0,lang:0,list:0,loop:o,low:0,manifest:0,marginHeight:0,marginWidth:0,max:0,maxLength:0,media:0,mediaGroup:0,method:0,min:0,minLength:0,multiple:i|o,muted:i|o,name:0,nonce:0,noValidate:o,open:o,optimum:0,pattern:0,placeholder:0,playsInline:o,poster:0,preload:0,profile:0,radioGroup:0,readOnly:o,referrerPolicy:0,rel:0,required:o,reversed:o,role:0,rows:u,rowSpan:a,sandbox:0,scope:0,scoped:o,scrolling:0,seamless:o,selected:i|o,shape:0,size:u,sizes:0,span:u,spellCheck:0,src:0,srcDoc:0,srcLang:0,srcSet:0,start:a,step:0,style:0,summary:0,tabIndex:0,target:0,title:0,type:0,useMap:0,value:0,width:0,wmode:0,wrap:0,about:0,datatype:0,inlist:0,prefix:0,property:0,resource:0,typeof:0,vocab:0,autoCapitalize:0,autoCorrect:0,autoSave:0,color:0,itemProp:0,itemScope:o,itemType:0,itemID:0,itemRef:0,results:0,security:0,unselectable:0},DOMAttributeNames:{acceptCharset:\"accept-charset\",className:\"class\",htmlFor:\"for\",httpEquiv:\"http-equiv\"},DOMPropertyNames:{}};t.exports=s},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){var i=void 0===t[n];null!=e&&i&&(t[n]=o(e,!0))}var i=n(24),o=n(169),a=(n(84),n(95)),u=n(172);n(1);\"undefined\"!=typeof e&&e.env,1;var c={instantiateChildren:function(t,e,n,i){if(null==t)return null;var o={};return u(t,r,o),o},updateChildren:function(t,e,n,r,u,c,s,l,f){if(e||t){var p,h;for(p in e)if(e.hasOwnProperty(p)){h=t&&t[p];var d=h&&h._currentElement,v=e[p];if(null!=h&&a(d,v))i.receiveComponent(h,v,u,l),e[p]=h;else{h&&(r[p]=i.getHostNode(h),i.unmountComponent(h,!1));var g=o(v,!0);e[p]=g;var m=i.mountComponent(g,u,c,s,l,f);n.push(m)}}for(p in t)!t.hasOwnProperty(p)||e&&e.hasOwnProperty(p)||(h=t[p],r[p]=i.getHostNode(h),i.unmountComponent(h,!1))}},unmountChildren:function(t,e){for(var n in t)if(t.hasOwnProperty(n)){var r=t[n];i.unmountComponent(r,e)}}};t.exports=c}).call(e,n(153))},function(t,e,n){\"use strict\";var r=n(81),i=n(350),o={processChildrenUpdates:i.dangerouslyProcessChildrenUpdates,replaceNodeWithMarkup:r.dangerouslyReplaceNodeWithMarkup};t.exports=o},function(t,e,n){\"use strict\";function r(t){}function i(t,e){}function o(t){return!(!t.prototype||!t.prototype.isReactComponent)}function a(t){return!(!t.prototype||!t.prototype.isPureReactComponent)}var u=n(2),c=n(3),s=n(26),l=n(86),f=n(15),p=n(87),h=n(40),d=(n(9),n(164)),v=n(24),g=n(38),m=(n(0),n(80)),y=n(95),_=(n(1),{ImpureClass:0,PureClass:1,StatelessFunctional:2});r.prototype.render=function(){var t=h.get(this)._currentElement.type,e=t(this.props,this.context,this.updater);return i(t,e),e};var b=1,x={construct:function(t){this._currentElement=t,this._rootNodeID=0,this._compositeType=null,this._instance=null,this._hostParent=null,this._hostContainerInfo=null,this._updateBatchNumber=null,this._pendingElement=null,this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._renderedNodeType=null,this._renderedComponent=null,this._context=null,this._mountOrder=0,this._topLevelWrapper=null,this._pendingCallbacks=null,this._calledComponentWillUnmount=!1},mountComponent:function(t,e,n,c){this._context=c,this._mountOrder=b++,this._hostParent=e,this._hostContainerInfo=n;var l,f=this._currentElement.props,p=this._processContext(c),d=this._currentElement.type,v=t.getUpdateQueue(),m=o(d),y=this._constructComponent(m,f,p,v);m||null!=y&&null!=y.render?a(d)?this._compositeType=_.PureClass:this._compositeType=_.ImpureClass:(l=y,i(d,l),null===y||y===!1||s.isValidElement(y)?void 0:u(\"105\",d.displayName||d.name||\"Component\"),y=new r(d),this._compositeType=_.StatelessFunctional);y.props=f,y.context=p,y.refs=g,y.updater=v,this._instance=y,h.set(y,this);var x=y.state;void 0===x&&(y.state=x=null),\"object\"!=typeof x||Array.isArray(x)?u(\"106\",this.getName()||\"ReactCompositeComponent\"):void 0,this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1;var w;return w=y.unstable_handleError?this.performInitialMountWithErrorHandling(l,e,n,t,c):this.performInitialMount(l,e,n,t,c),y.componentDidMount&&t.getReactMountReady().enqueue(y.componentDidMount,y),w},_constructComponent:function(t,e,n,r){return this._constructComponentWithoutOwner(t,e,n,r)},_constructComponentWithoutOwner:function(t,e,n,r){var i=this._currentElement.type;return t?new i(e,n,r):i(e,n,r)},performInitialMountWithErrorHandling:function(t,e,n,r,i){var o,a=r.checkpoint();try{o=this.performInitialMount(t,e,n,r,i)}catch(u){r.rollback(a),this._instance.unstable_handleError(u),this._pendingStateQueue&&(this._instance.state=this._processPendingState(this._instance.props,this._instance.context)),a=r.checkpoint(),this._renderedComponent.unmountComponent(!0),r.rollback(a),o=this.performInitialMount(t,e,n,r,i)}return o},performInitialMount:function(t,e,n,r,i){var o=this._instance,a=0;o.componentWillMount&&(o.componentWillMount(),this._pendingStateQueue&&(o.state=this._processPendingState(o.props,o.context))),void 0===t&&(t=this._renderValidatedComponent());var u=d.getType(t);this._renderedNodeType=u;var c=this._instantiateReactComponent(t,u!==d.EMPTY);this._renderedComponent=c;var s=v.mountComponent(c,r,e,n,this._processChildContext(i),a);return s},getHostNode:function(){return v.getHostNode(this._renderedComponent)},unmountComponent:function(t){if(this._renderedComponent){var e=this._instance;if(e.componentWillUnmount&&!e._calledComponentWillUnmount)if(e._calledComponentWillUnmount=!0,t){var n=this.getName()+\".componentWillUnmount()\";p.invokeGuardedCallback(n,e.componentWillUnmount.bind(e))}else e.componentWillUnmount();this._renderedComponent&&(v.unmountComponent(this._renderedComponent,t),this._renderedNodeType=null,this._renderedComponent=null,this._instance=null),this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._pendingCallbacks=null,this._pendingElement=null,this._context=null,this._rootNodeID=0,this._topLevelWrapper=null,h.remove(e)}},_maskContext:function(t){var e=this._currentElement.type,n=e.contextTypes;if(!n)return g;var r={};for(var i in n)r[i]=t[i];return r},_processContext:function(t){var e=this._maskContext(t);return e},_processChildContext:function(t){var e,n=this._currentElement.type,r=this._instance;if(r.getChildContext&&(e=r.getChildContext()),e){\"object\"!=typeof n.childContextTypes?u(\"107\",this.getName()||\"ReactCompositeComponent\"):void 0;for(var i in e)i in n.childContextTypes?void 0:u(\"108\",this.getName()||\"ReactCompositeComponent\",i);return c({},t,e)}return t},_checkContextTypes:function(t,e,n){},receiveComponent:function(t,e,n){var r=this._currentElement,i=this._context;this._pendingElement=null,this.updateComponent(e,r,t,i,n)},performUpdateIfNecessary:function(t){null!=this._pendingElement?v.receiveComponent(this,this._pendingElement,t,this._context):null!==this._pendingStateQueue||this._pendingForceUpdate?this.updateComponent(t,this._currentElement,this._currentElement,this._context,this._context):this._updateBatchNumber=null},updateComponent:function(t,e,n,r,i){var o=this._instance;null==o?u(\"136\",this.getName()||\"ReactCompositeComponent\"):void 0;var a,c=!1;this._context===i?a=o.context:(a=this._processContext(i),c=!0);var s=e.props,l=n.props;e!==n&&(c=!0),c&&o.componentWillReceiveProps&&o.componentWillReceiveProps(l,a);var f=this._processPendingState(l,a),p=!0;this._pendingForceUpdate||(o.shouldComponentUpdate?p=o.shouldComponentUpdate(l,f,a):this._compositeType===_.PureClass&&(p=!m(s,l)||!m(o.state,f))),this._updateBatchNumber=null,p?(this._pendingForceUpdate=!1,this._performComponentUpdate(n,l,f,a,t,i)):(this._currentElement=n,this._context=i,o.props=l,o.state=f,o.context=a)},_processPendingState:function(t,e){var n=this._instance,r=this._pendingStateQueue,i=this._pendingReplaceState;if(this._pendingReplaceState=!1,this._pendingStateQueue=null,!r)return n.state;if(i&&1===r.length)return r[0];for(var o=c({},i?r[0]:n.state),a=i?1:0;a<r.length;a++){var u=r[a];c(o,\"function\"==typeof u?u.call(n,o,t,e):u)}return o},_performComponentUpdate:function(t,e,n,r,i,o){var a,u,c,s=this._instance,l=Boolean(s.componentDidUpdate);l&&(a=s.props,u=s.state,c=s.context),s.componentWillUpdate&&s.componentWillUpdate(e,n,r),this._currentElement=t,this._context=o,s.props=e,s.state=n,s.context=r,this._updateRenderedComponent(i,o),l&&i.getReactMountReady().enqueue(s.componentDidUpdate.bind(s,a,u,c),s)},_updateRenderedComponent:function(t,e){var n=this._renderedComponent,r=n._currentElement,i=this._renderValidatedComponent(),o=0;if(y(r,i))v.receiveComponent(n,i,t,this._processChildContext(e));else{var a=v.getHostNode(n);v.unmountComponent(n,!1);var u=d.getType(i);this._renderedNodeType=u;var c=this._instantiateReactComponent(i,u!==d.EMPTY);this._renderedComponent=c;var s=v.mountComponent(c,t,this._hostParent,this._hostContainerInfo,this._processChildContext(e),o);this._replaceNodeWithMarkup(a,s,n)}},_replaceNodeWithMarkup:function(t,e,n){l.replaceNodeWithMarkup(t,e,n)},_renderValidatedComponentWithoutOwnerOrContext:function(){var t,e=this._instance;return t=e.render()},_renderValidatedComponent:function(){var t;if(this._compositeType!==_.StatelessFunctional){f.current=this;try{t=this._renderValidatedComponentWithoutOwnerOrContext()}finally{f.current=null}}else t=this._renderValidatedComponentWithoutOwnerOrContext();return null===t||t===!1||s.isValidElement(t)?void 0:u(\"109\",this.getName()||\"ReactCompositeComponent\"),t},attachRef:function(t,e){var n=this.getPublicInstance();null==n?u(\"110\"):void 0;var r=e.getPublicInstance(),i=n.refs===g?n.refs={}:n.refs;i[t]=r},detachRef:function(t){var e=this.getPublicInstance().refs;delete e[t]},getName:function(){var t=this._currentElement.type,e=this._instance&&this._instance.constructor;return t.displayName||e&&e.displayName||t.name||e&&e.name||null},getPublicInstance:function(){var t=this._instance;return this._compositeType===_.StatelessFunctional?null:t},_instantiateReactComponent:null};t.exports=x},function(t,e,n){\"use strict\";var r=n(4),i=n(358),o=n(163),a=n(24),u=n(11),c=n(371),s=n(387),l=n(167),f=n(395);n(1);i.inject();var p={findDOMNode:s,render:o.render,unmountComponentAtNode:o.unmountComponentAtNode,version:c,unstable_batchedUpdates:u.batchedUpdates,unstable_renderSubtreeIntoContainer:f};\"undefined\"!=typeof __REACT_DEVTOOLS_GLOBAL_HOOK__&&\"function\"==typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.inject&&__REACT_DEVTOOLS_GLOBAL_HOOK__.inject({ComponentTree:{getClosestInstanceFromNode:r.getClosestInstanceFromNode,getNodeFromInstance:function(t){return t._renderedComponent&&(t=l(t)),t?r.getNodeFromInstance(t):null}},Mount:o,Reconciler:a});t.exports=p},function(t,e,n){\"use strict\";function r(t){if(t){var e=t._currentElement._owner||null;if(e){var n=e.getName();if(n)return\" This DOM node was rendered by `\"+n+\"`.\"}}return\"\"}function i(t,e){e&&(G[t._tag]&&(null!=e.children||null!=e.dangerouslySetInnerHTML?v(\"137\",t._tag,t._currentElement._owner?\" Check the render method of \"+t._currentElement._owner.getName()+\".\":\"\"):void 0),null!=e.dangerouslySetInnerHTML&&(null!=e.children?v(\"60\"):void 0,\"object\"==typeof e.dangerouslySetInnerHTML&&V in e.dangerouslySetInnerHTML?void 0:v(\"61\")),null!=e.style&&\"object\"!=typeof e.style?v(\"62\",r(t)):void 0)}function o(t,e,n,r){if(!(r instanceof I)){var i=t._hostContainerInfo,o=i._node&&i._node.nodeType===H,u=o?i._node:i._ownerDocument;F(e,u),r.getReactMountReady().enqueue(a,{inst:t,registrationName:e,listener:n})}}function a(){var t=this;C.putListener(t.inst,t.registrationName,t.listener)}function u(){var t=this;S.postMountWrapper(t)}function c(){var t=this;A.postMountWrapper(t)}function s(){var t=this;P.postMountWrapper(t)}function l(){var t=this;t._rootNodeID?void 0:v(\"63\");var e=U(t);switch(e?void 0:v(\"64\"),t._tag){case\"iframe\":case\"object\":t._wrapperState.listeners=[k.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"video\":case\"audio\":t._wrapperState.listeners=[];for(var n in q)q.hasOwnProperty(n)&&t._wrapperState.listeners.push(k.trapBubbledEvent(n,q[n],e));break;case\"source\":t._wrapperState.listeners=[k.trapBubbledEvent(\"topError\",\"error\",e)];break;case\"img\":t._wrapperState.listeners=[k.trapBubbledEvent(\"topError\",\"error\",e),k.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"form\":t._wrapperState.listeners=[k.trapBubbledEvent(\"topReset\",\"reset\",e),k.trapBubbledEvent(\"topSubmit\",\"submit\",e)];break;case\"input\":case\"select\":case\"textarea\":t._wrapperState.listeners=[k.trapBubbledEvent(\"topInvalid\",\"invalid\",e)]}}function f(){N.postUpdateWrapper(this)}function p(t){Z.call(X,t)||($.test(t)?void 0:v(\"65\",t),X[t]=!0)}function h(t,e){return t.indexOf(\"-\")>=0||null!=e.is}function d(t){var e=t.type;p(e),this._currentElement=t,this._tag=e.toLowerCase(),this._namespaceURI=null,this._renderedChildren=null,this._previousStyle=null,this._previousStyleCopy=null,this._hostNode=null,this._hostParent=null,this._rootNodeID=0,this._domID=0,this._hostContainerInfo=null,this._wrapperState=null,this._topLevelWrapper=null,this._flags=0}var v=n(2),g=n(3),m=n(332),y=n(334),_=n(20),b=n(82),x=n(21),w=n(156),C=n(22),M=n(83),k=n(51),E=n(157),T=n(4),S=n(351),P=n(352),N=n(158),A=n(355),O=(n(9),n(364)),I=n(369),D=(n(8),n(54)),R=(n(0),n(94),n(80),n(96),n(1),E),L=C.deleteListener,U=T.getNodeFromInstance,F=k.listenTo,j=M.registrationNameModules,B={string:!0,number:!0},W=\"style\",V=\"__html\",z={children:null,dangerouslySetInnerHTML:null,suppressContentEditableWarning:null},H=11,q={topAbort:\"abort\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topSeeked:\"seeked\",topSeeking:\"seeking\",topStalled:\"stalled\",topSuspend:\"suspend\",topTimeUpdate:\"timeupdate\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\"},Y={area:!0,base:!0,br:!0,col:!0,embed:!0,hr:!0,img:!0,input:!0,keygen:!0,link:!0,meta:!0,param:!0,source:!0,track:!0,wbr:!0},K={listing:!0,pre:!0,textarea:!0},G=g({menuitem:!0},Y),$=/^[a-zA-Z][a-zA-Z:_\\.\\-\\d]*$/,X={},Z={}.hasOwnProperty,Q=1;d.displayName=\"ReactDOMComponent\",d.Mixin={mountComponent:function(t,e,n,r){this._rootNodeID=Q++,this._domID=n._idCounter++,this._hostParent=e,this._hostContainerInfo=n;var o=this._currentElement.props;switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":this._wrapperState={listeners:null},t.getReactMountReady().enqueue(l,this);break;case\"input\":S.mountWrapper(this,o,e),o=S.getHostProps(this,o),t.getReactMountReady().enqueue(l,this);break;case\"option\":P.mountWrapper(this,o,e),o=P.getHostProps(this,o);break;case\"select\":N.mountWrapper(this,o,e),o=N.getHostProps(this,o),t.getReactMountReady().enqueue(l,this);break;case\"textarea\":A.mountWrapper(this,o,e),o=A.getHostProps(this,o),t.getReactMountReady().enqueue(l,this)}i(this,o);var a,f;null!=e?(a=e._namespaceURI,f=e._tag):n._tag&&(a=n._namespaceURI,f=n._tag),(null==a||a===b.svg&&\"foreignobject\"===f)&&(a=b.html),a===b.html&&(\"svg\"===this._tag?a=b.svg:\"math\"===this._tag&&(a=b.mathml)),this._namespaceURI=a;var p;if(t.useCreateElement){var h,d=n._ownerDocument;if(a===b.html)if(\"script\"===this._tag){var v=d.createElement(\"div\"),g=this._currentElement.type;v.innerHTML=\"<\"+g+\"></\"+g+\">\",h=v.removeChild(v.firstChild)}else h=o.is?d.createElement(this._currentElement.type,o.is):d.createElement(this._currentElement.type);else h=d.createElementNS(a,this._currentElement.type);T.precacheNode(this,h),this._flags|=R.hasCachedChildNodes,this._hostParent||w.setAttributeForRoot(h),this._updateDOMProperties(null,o,t);var y=_(h);this._createInitialChildren(t,o,r,y),p=y}else{var x=this._createOpenTagMarkupAndPutListeners(t,o),C=this._createContentMarkup(t,o,r);p=!C&&Y[this._tag]?x+\"/>\":x+\">\"+C+\"</\"+this._currentElement.type+\">\"}switch(this._tag){case\"input\":t.getReactMountReady().enqueue(u,this),o.autoFocus&&t.getReactMountReady().enqueue(m.focusDOMComponent,this);break;case\"textarea\":t.getReactMountReady().enqueue(c,this),o.autoFocus&&t.getReactMountReady().enqueue(m.focusDOMComponent,this);break;case\"select\":o.autoFocus&&t.getReactMountReady().enqueue(m.focusDOMComponent,this);break;case\"button\":o.autoFocus&&t.getReactMountReady().enqueue(m.focusDOMComponent,this);break;case\"option\":t.getReactMountReady().enqueue(s,this)}return p},_createOpenTagMarkupAndPutListeners:function(t,e){var n=\"<\"+this._currentElement.type;for(var r in e)if(e.hasOwnProperty(r)){var i=e[r];if(null!=i)if(j.hasOwnProperty(r))i&&o(this,r,i,t);else{r===W&&(i&&(i=this._previousStyleCopy=g({},e.style)),i=y.createMarkupForStyles(i,this));var a=null;null!=this._tag&&h(this._tag,e)?z.hasOwnProperty(r)||(a=w.createMarkupForCustomAttribute(r,i)):a=w.createMarkupForProperty(r,i),a&&(n+=\" \"+a)}}return t.renderToStaticMarkup?n:(this._hostParent||(n+=\" \"+w.createMarkupForRoot()),n+=\" \"+w.createMarkupForID(this._domID))},_createContentMarkup:function(t,e,n){var r=\"\",i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&(r=i.__html);else{var o=B[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)r=D(o);else if(null!=a){var u=this.mountChildren(a,t,n);r=u.join(\"\")}}return K[this._tag]&&\"\\n\"===r.charAt(0)?\"\\n\"+r:r},_createInitialChildren:function(t,e,n,r){var i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&_.queueHTML(r,i.__html);else{var o=B[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)\"\"!==o&&_.queueText(r,o);else if(null!=a)for(var u=this.mountChildren(a,t,n),c=0;c<u.length;c++)_.queueChild(r,u[c])}},receiveComponent:function(t,e,n){var r=this._currentElement;this._currentElement=t,this.updateComponent(e,r,t,n)},updateComponent:function(t,e,n,r){var o=e.props,a=this._currentElement.props;switch(this._tag){case\"input\":o=S.getHostProps(this,o),a=S.getHostProps(this,a);break;case\"option\":o=P.getHostProps(this,o),a=P.getHostProps(this,a);break;case\"select\":o=N.getHostProps(this,o),a=N.getHostProps(this,a);break;case\"textarea\":o=A.getHostProps(this,o),a=A.getHostProps(this,a)}switch(i(this,a),this._updateDOMProperties(o,a,t),this._updateDOMChildren(o,a,t,r),this._tag){case\"input\":S.updateWrapper(this);break;case\"textarea\":A.updateWrapper(this);break;case\"select\":t.getReactMountReady().enqueue(f,this)}},_updateDOMProperties:function(t,e,n){var r,i,a;for(r in t)if(!e.hasOwnProperty(r)&&t.hasOwnProperty(r)&&null!=t[r])if(r===W){var u=this._previousStyleCopy;for(i in u)u.hasOwnProperty(i)&&(a=a||{},a[i]=\"\");this._previousStyleCopy=null}else j.hasOwnProperty(r)?t[r]&&L(this,r):h(this._tag,t)?z.hasOwnProperty(r)||w.deleteValueForAttribute(U(this),r):(x.properties[r]||x.isCustomAttribute(r))&&w.deleteValueForProperty(U(this),r);for(r in e){var c=e[r],s=r===W?this._previousStyleCopy:null!=t?t[r]:void 0;if(e.hasOwnProperty(r)&&c!==s&&(null!=c||null!=s))if(r===W)if(c?c=this._previousStyleCopy=g({},c):this._previousStyleCopy=null,s){for(i in s)!s.hasOwnProperty(i)||c&&c.hasOwnProperty(i)||(a=a||{},a[i]=\"\");for(i in c)c.hasOwnProperty(i)&&s[i]!==c[i]&&(a=a||{},a[i]=c[i])}else a=c;else if(j.hasOwnProperty(r))c?o(this,r,c,n):s&&L(this,r);else if(h(this._tag,e))z.hasOwnProperty(r)||w.setValueForAttribute(U(this),r,c);else if(x.properties[r]||x.isCustomAttribute(r)){var l=U(this);null!=c?w.setValueForProperty(l,r,c):w.deleteValueForProperty(l,r)}}a&&y.setValueForStyles(U(this),a,this)},_updateDOMChildren:function(t,e,n,r){var i=B[typeof t.children]?t.children:null,o=B[typeof e.children]?e.children:null,a=t.dangerouslySetInnerHTML&&t.dangerouslySetInnerHTML.__html,u=e.dangerouslySetInnerHTML&&e.dangerouslySetInnerHTML.__html,c=null!=i?null:t.children,s=null!=o?null:e.children,l=null!=i||null!=a,f=null!=o||null!=u;null!=c&&null==s?this.updateChildren(null,n,r):l&&!f&&this.updateTextContent(\"\"),null!=o?i!==o&&this.updateTextContent(\"\"+o):null!=u?a!==u&&this.updateMarkup(\"\"+u):null!=s&&this.updateChildren(s,n,r)},getHostNode:function(){return U(this)},unmountComponent:function(t){switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":var e=this._wrapperState.listeners;if(e)for(var n=0;n<e.length;n++)e[n].remove();break;case\"html\":case\"head\":case\"body\":v(\"66\",this._tag)}this.unmountChildren(t),T.uncacheNode(this),C.deleteAllListeners(this),this._rootNodeID=0,this._domID=0,this._wrapperState=null},getPublicInstance:function(){return U(this)}},g(d.prototype,d.Mixin,O.Mixin),t.exports=d},function(t,e,n){\"use strict\";function r(t,e){var n={_topLevelWrapper:t,_idCounter:1,_ownerDocument:e?e.nodeType===i?e:e.ownerDocument:null,_node:e,_tag:e?e.nodeName.toLowerCase():null,_namespaceURI:e?e.namespaceURI:null};return n}var i=(n(96),9);t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(20),o=n(4),a=function(t){this._currentElement=null,this._hostNode=null,this._hostParent=null,this._hostContainerInfo=null,this._domID=0};r(a.prototype,{mountComponent:function(t,e,n,r){var a=n._idCounter++;this._domID=a,this._hostParent=e,this._hostContainerInfo=n;var u=\" react-empty: \"+this._domID+\" \";if(t.useCreateElement){var c=n._ownerDocument,s=c.createComment(u);return o.precacheNode(this,s),i(s)}return t.renderToStaticMarkup?\"\":\"<!--\"+u+\"-->\"},receiveComponent:function(){},getHostNode:function(){return o.getNodeFromInstance(this)},unmountComponent:function(){o.uncacheNode(this)}}),t.exports=a},function(t,e,n){\"use strict\";var r={useCreateElement:!0,useFiber:!1};t.exports=r},function(t,e,n){\"use strict\";var r=n(81),i=n(4),o={dangerouslyProcessChildrenUpdates:function(t,e){var n=i.getNodeFromInstance(t);r.processUpdates(n,e)}};t.exports=o},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&f.updateWrapper(this)}function i(t){var e=this._currentElement.props,n=c.executeOnChange(e,t);l.asap(r,this);var i=e.name;if(\"radio\"===e.type&&null!=i){for(var a=s.getNodeFromInstance(this),u=a;u.parentNode;)u=u.parentNode;for(var f=u.querySelectorAll(\"input[name=\"+JSON.stringify(\"\"+i)+'][type=\"radio\"]'),p=0;p<f.length;p++){var h=f[p];if(h!==a&&h.form===a.form){var d=s.getInstanceFromNode(h);d?void 0:o(\"90\"),l.asap(r,d)}}}return n}var o=n(2),a=n(3),u=n(156),c=n(85),s=n(4),l=n(11),f=(n(0),n(1),{getHostProps:function(t,e){var n=c.getValue(e),r=c.getChecked(e),i=a({type:void 0,step:void 0,min:void 0,max:void 0},e,{defaultChecked:void 0,defaultValue:void 0,value:null!=n?n:t._wrapperState.initialValue,checked:null!=r?r:t._wrapperState.initialChecked,onChange:t._wrapperState.onChange});return i},mountWrapper:function(t,e){var n=e.defaultValue;t._wrapperState={initialChecked:null!=e.checked?e.checked:e.defaultChecked,initialValue:null!=e.value?e.value:n,listeners:null,onChange:i.bind(t)}},updateWrapper:function(t){var e=t._currentElement.props,n=e.checked;null!=n&&u.setValueForProperty(s.getNodeFromInstance(t),\"checked\",n||!1);var r=s.getNodeFromInstance(t),i=c.getValue(e);if(null!=i){var o=\"\"+i;o!==r.value&&(r.value=o)}else null==e.value&&null!=e.defaultValue&&r.defaultValue!==\"\"+e.defaultValue&&(r.defaultValue=\"\"+e.defaultValue),null==e.checked&&null!=e.defaultChecked&&(r.defaultChecked=!!e.defaultChecked)},postMountWrapper:function(t){var e=t._currentElement.props,n=s.getNodeFromInstance(t);switch(e.type){case\"submit\":case\"reset\":break;case\"color\":case\"date\":case\"datetime\":case\"datetime-local\":case\"month\":case\"time\":case\"week\":n.value=\"\",n.value=n.defaultValue;break;default:n.value=n.value}var r=n.name;\"\"!==r&&(n.name=\"\"),n.defaultChecked=!n.defaultChecked,n.defaultChecked=!n.defaultChecked,\"\"!==r&&(n.name=r)}});t.exports=f},function(t,e,n){\"use strict\";function r(t){var e=\"\";return o.Children.forEach(t,function(t){null!=t&&(\"string\"==typeof t||\"number\"==typeof t?e+=t:c||(c=!0))}),e}var i=n(3),o=n(26),a=n(4),u=n(158),c=(n(1),!1),s={mountWrapper:function(t,e,n){var i=null;if(null!=n){var o=n;\"optgroup\"===o._tag&&(o=o._hostParent),null!=o&&\"select\"===o._tag&&(i=u.getSelectValueContext(o))}var a=null;if(null!=i){var c;if(c=null!=e.value?e.value+\"\":r(e.children),a=!1,Array.isArray(i)){for(var s=0;s<i.length;s++)if(\"\"+i[s]===c){a=!0;break}}else a=\"\"+i===c}t._wrapperState={selected:a}},postMountWrapper:function(t){var e=t._currentElement.props;if(null!=e.value){var n=a.getNodeFromInstance(t);n.setAttribute(\"value\",e.value)}},getHostProps:function(t,e){var n=i({selected:void 0,children:void 0},e);null!=t._wrapperState.selected&&(n.selected=t._wrapperState.selected);var o=r(e.children);return o&&(n.children=o),n}};t.exports=s},function(t,e,n){\"use strict\";function r(t,e,n,r){return t===n&&e===r}function i(t){var e=document.selection,n=e.createRange(),r=n.text.length,i=n.duplicate();i.moveToElementText(t),i.setEndPoint(\"EndToStart\",n);var o=i.text.length,a=o+r;return{start:o,end:a}}function o(t){var e=window.getSelection&&window.getSelection();if(!e||0===e.rangeCount)return null;var n=e.anchorNode,i=e.anchorOffset,o=e.focusNode,a=e.focusOffset,u=e.getRangeAt(0);try{u.startContainer.nodeType,u.endContainer.nodeType}catch(t){return null}var c=r(e.anchorNode,e.anchorOffset,e.focusNode,e.focusOffset),s=c?0:u.toString().length,l=u.cloneRange();l.selectNodeContents(t),l.setEnd(u.startContainer,u.startOffset);var f=r(l.startContainer,l.startOffset,l.endContainer,l.endOffset),p=f?0:l.toString().length,h=p+s,d=document.createRange();d.setStart(n,i),d.setEnd(o,a);var v=d.collapsed;return{start:v?h:p,end:v?p:h}}function a(t,e){var n,r,i=document.selection.createRange().duplicate();void 0===e.end?(n=e.start,r=n):e.start>e.end?(n=e.end,r=e.start):(n=e.start,r=e.end),i.moveToElementText(t),i.moveStart(\"character\",n),i.setEndPoint(\"EndToStart\",i),i.moveEnd(\"character\",r-n),i.select()}function u(t,e){if(window.getSelection){var n=window.getSelection(),r=t[l()].length,i=Math.min(e.start,r),o=void 0===e.end?i:Math.min(e.end,r);if(!n.extend&&i>o){var a=o;o=i,i=a}var u=s(t,i),c=s(t,o);if(u&&c){var f=document.createRange();f.setStart(u.node,u.offset),n.removeAllRanges(),i>o?(n.addRange(f),n.extend(c.node,c.offset)):(f.setEnd(c.node,c.offset),n.addRange(f))}}}var c=n(6),s=n(392),l=n(168),f=c.canUseDOM&&\"selection\"in document&&!(\"getSelection\"in window),p={getOffsets:f?i:o,setOffsets:f?a:u};t.exports=p},function(t,e,n){\"use strict\";var r=n(2),i=n(3),o=n(81),a=n(20),u=n(4),c=n(54),s=(n(0),n(96),function(t){this._currentElement=t,this._stringText=\"\"+t,this._hostNode=null,this._hostParent=null,this._domID=0,this._mountIndex=0,this._closingComment=null,this._commentNodes=null});i(s.prototype,{mountComponent:function(t,e,n,r){var i=n._idCounter++,o=\" react-text: \"+i+\" \",s=\" /react-text \";if(this._domID=i,this._hostParent=e,t.useCreateElement){var l=n._ownerDocument,f=l.createComment(o),p=l.createComment(s),h=a(l.createDocumentFragment());return a.queueChild(h,a(f)),this._stringText&&a.queueChild(h,a(l.createTextNode(this._stringText))),a.queueChild(h,a(p)),u.precacheNode(this,f),this._closingComment=p,h}var d=c(this._stringText);return t.renderToStaticMarkup?d:\"<!--\"+o+\"-->\"+d+\"<!--\"+s+\"-->\"},receiveComponent:function(t,e){if(t!==this._currentElement){this._currentElement=t;var n=\"\"+t;if(n!==this._stringText){this._stringText=n;var r=this.getHostNode();o.replaceDelimitedText(r[0],r[1],n)}}},getHostNode:function(){var t=this._commentNodes;if(t)return t;if(!this._closingComment)for(var e=u.getNodeFromInstance(this),n=e.nextSibling;;){if(null==n?r(\"67\",this._domID):void 0,8===n.nodeType&&\" /react-text \"===n.nodeValue){this._closingComment=n;break}n=n.nextSibling}return t=[this._hostNode,this._closingComment],this._commentNodes=t,t},unmountComponent:function(){this._closingComment=null,this._commentNodes=null,u.uncacheNode(this)}}),t.exports=s},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&l.updateWrapper(this)}function i(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return s.asap(r,this),n}var o=n(2),a=n(3),u=n(85),c=n(4),s=n(11),l=(n(0),n(1),{getHostProps:function(t,e){null!=e.dangerouslySetInnerHTML?o(\"91\"):void 0;var n=a({},e,{value:void 0,defaultValue:void 0,children:\"\"+t._wrapperState.initialValue,onChange:t._wrapperState.onChange});return n},mountWrapper:function(t,e){var n=u.getValue(e),r=n;if(null==n){var a=e.defaultValue,c=e.children;null!=c&&(null!=a?o(\"92\"):void 0,Array.isArray(c)&&(c.length<=1?void 0:o(\"93\"),c=c[0]),a=\"\"+c),null==a&&(a=\"\"),r=a}t._wrapperState={initialValue:\"\"+r,listeners:null,onChange:i.bind(t)}},updateWrapper:function(t){var e=t._currentElement.props,n=c.getNodeFromInstance(t),r=u.getValue(e);if(null!=r){var i=\"\"+r;i!==n.value&&(n.value=i),null==e.defaultValue&&(n.defaultValue=i)}null!=e.defaultValue&&(n.defaultValue=e.defaultValue)},postMountWrapper:function(t){var e=c.getNodeFromInstance(t),n=e.textContent;\n",
       "n===t._wrapperState.initialValue&&(e.value=n)}});t.exports=l},function(t,e,n){\"use strict\";function r(t,e){\"_hostNode\"in t?void 0:c(\"33\"),\"_hostNode\"in e?void 0:c(\"33\");for(var n=0,r=t;r;r=r._hostParent)n++;for(var i=0,o=e;o;o=o._hostParent)i++;for(;n-i>0;)t=t._hostParent,n--;for(;i-n>0;)e=e._hostParent,i--;for(var a=n;a--;){if(t===e)return t;t=t._hostParent,e=e._hostParent}return null}function i(t,e){\"_hostNode\"in t?void 0:c(\"35\"),\"_hostNode\"in e?void 0:c(\"35\");for(;e;){if(e===t)return!0;e=e._hostParent}return!1}function o(t){return\"_hostNode\"in t?void 0:c(\"36\"),t._hostParent}function a(t,e,n){for(var r=[];t;)r.push(t),t=t._hostParent;var i;for(i=r.length;i-- >0;)e(r[i],\"captured\",n);for(i=0;i<r.length;i++)e(r[i],\"bubbled\",n)}function u(t,e,n,i,o){for(var a=t&&e?r(t,e):null,u=[];t&&t!==a;)u.push(t),t=t._hostParent;for(var c=[];e&&e!==a;)c.push(e),e=e._hostParent;var s;for(s=0;s<u.length;s++)n(u[s],\"bubbled\",i);for(s=c.length;s-- >0;)n(c[s],\"captured\",o)}var c=n(2);n(0);t.exports={isAncestor:i,getLowestCommonAncestor:r,getParentInstance:o,traverseTwoPhase:a,traverseEnterLeave:u}},function(t,e,n){\"use strict\";function r(){this.reinitializeTransaction()}var i=n(3),o=n(11),a=n(53),u=n(8),c={initialize:u,close:function(){p.isBatchingUpdates=!1}},s={initialize:u,close:o.flushBatchedUpdates.bind(o)},l=[s,c];i(r.prototype,a,{getTransactionWrappers:function(){return l}});var f=new r,p={isBatchingUpdates:!1,batchedUpdates:function(t,e,n,r,i,o){var a=p.isBatchingUpdates;return p.isBatchingUpdates=!0,a?t(e,n,r,i,o):f.perform(t,null,e,n,r,i,o)}};t.exports=p},function(t,e,n){\"use strict\";function r(){C||(C=!0,y.EventEmitter.injectReactEventListener(m),y.EventPluginHub.injectEventPluginOrder(u),y.EventPluginUtils.injectComponentTree(p),y.EventPluginUtils.injectTreeTraversal(d),y.EventPluginHub.injectEventPluginsByName({SimpleEventPlugin:w,EnterLeaveEventPlugin:c,ChangeEventPlugin:a,SelectEventPlugin:x,BeforeInputEventPlugin:o}),y.HostComponent.injectGenericComponentClass(f),y.HostComponent.injectTextComponentClass(v),y.DOMProperty.injectDOMPropertyConfig(i),y.DOMProperty.injectDOMPropertyConfig(s),y.DOMProperty.injectDOMPropertyConfig(b),y.EmptyComponent.injectEmptyComponentFactory(function(t){return new h(t)}),y.Updates.injectReconcileTransaction(_),y.Updates.injectBatchingStrategy(g),y.Component.injectEnvironment(l))}var i=n(331),o=n(333),a=n(335),u=n(337),c=n(338),s=n(341),l=n(343),f=n(346),p=n(4),h=n(348),d=n(356),v=n(354),g=n(357),m=n(361),y=n(362),_=n(367),b=n(372),x=n(373),w=n(374),C=!1;t.exports={inject:r}},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";function r(t){i.enqueueEvents(t),i.processEventQueue(!1)}var i=n(22),o={handleTopLevel:function(t,e,n,o){var a=i.extractEvents(t,e,n,o);r(a)}};t.exports=o},function(t,e,n){\"use strict\";function r(t){for(;t._hostParent;)t=t._hostParent;var e=f.getNodeFromInstance(t),n=e.parentNode;return f.getClosestInstanceFromNode(n)}function i(t,e){this.topLevelType=t,this.nativeEvent=e,this.ancestors=[]}function o(t){var e=h(t.nativeEvent),n=f.getClosestInstanceFromNode(e),i=n;do t.ancestors.push(i),i=i&&r(i);while(i);for(var o=0;o<t.ancestors.length;o++)n=t.ancestors[o],v._handleTopLevel(t.topLevelType,n,t.nativeEvent,h(t.nativeEvent))}function a(t){var e=d(window);t(e)}var u=n(3),c=n(150),s=n(6),l=n(17),f=n(4),p=n(11),h=n(93),d=n(324);u(i.prototype,{destructor:function(){this.topLevelType=null,this.nativeEvent=null,this.ancestors.length=0}}),l.addPoolingTo(i,l.twoArgumentPooler);var v={_enabled:!0,_handleTopLevel:null,WINDOW_HANDLE:s.canUseDOM?window:null,setHandleTopLevel:function(t){v._handleTopLevel=t},setEnabled:function(t){v._enabled=!!t},isEnabled:function(){return v._enabled},trapBubbledEvent:function(t,e,n){return n?c.listen(n,e,v.dispatchEvent.bind(null,t)):null},trapCapturedEvent:function(t,e,n){return n?c.capture(n,e,v.dispatchEvent.bind(null,t)):null},monitorScrollValue:function(t){var e=a.bind(null,t);c.listen(window,\"scroll\",e)},dispatchEvent:function(t,e){if(v._enabled){var n=i.getPooled(t,e);try{p.batchedUpdates(o,n)}finally{i.release(n)}}}};t.exports=v},function(t,e,n){\"use strict\";var r=n(21),i=n(22),o=n(50),a=n(86),u=n(159),c=n(51),s=n(161),l=n(11),f={Component:a.injection,DOMProperty:r.injection,EmptyComponent:u.injection,EventPluginHub:i.injection,EventPluginUtils:o.injection,EventEmitter:c.injection,HostComponent:s.injection,Updates:l.injection};t.exports=f},function(t,e,n){\"use strict\";var r=n(385),i=/\\/?>/,o=/^<\\!\\-\\-/,a={CHECKSUM_ATTR_NAME:\"data-react-checksum\",addChecksumToMarkup:function(t){var e=r(t);return o.test(t)?t:t.replace(i,\" \"+a.CHECKSUM_ATTR_NAME+'=\"'+e+'\"$&')},canReuseMarkup:function(t,e){var n=e.getAttribute(a.CHECKSUM_ATTR_NAME);n=n&&parseInt(n,10);var i=r(t);return i===n}};t.exports=a},function(t,e,n){\"use strict\";function r(t,e,n){return{type:\"INSERT_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:n,afterNode:e}}function i(t,e,n){return{type:\"MOVE_EXISTING\",content:null,fromIndex:t._mountIndex,fromNode:p.getHostNode(t),toIndex:n,afterNode:e}}function o(t,e){return{type:\"REMOVE_NODE\",content:null,fromIndex:t._mountIndex,fromNode:e,toIndex:null,afterNode:null}}function a(t){return{type:\"SET_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function u(t){return{type:\"TEXT_CONTENT\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function c(t,e){return e&&(t=t||[],t.push(e)),t}function s(t,e){f.processChildrenUpdates(t,e)}var l=n(2),f=n(86),p=(n(40),n(9),n(15),n(24)),h=n(342),d=(n(8),n(388)),v=(n(0),{Mixin:{_reconcilerInstantiateChildren:function(t,e,n){return h.instantiateChildren(t,e,n)},_reconcilerUpdateChildren:function(t,e,n,r,i,o){var a,u=0;return a=d(e,u),h.updateChildren(t,a,n,r,i,this,this._hostContainerInfo,o,u),a},mountChildren:function(t,e,n){var r=this._reconcilerInstantiateChildren(t,e,n);this._renderedChildren=r;var i=[],o=0;for(var a in r)if(r.hasOwnProperty(a)){var u=r[a],c=0,s=p.mountComponent(u,e,this,this._hostContainerInfo,n,c);u._mountIndex=o++,i.push(s)}return i},updateTextContent:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");var r=[u(t)];s(this,r)},updateMarkup:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");var r=[a(t)];s(this,r)},updateChildren:function(t,e,n){this._updateChildren(t,e,n)},_updateChildren:function(t,e,n){var r=this._renderedChildren,i={},o=[],a=this._reconcilerUpdateChildren(r,t,o,i,e,n);if(a||r){var u,l=null,f=0,h=0,d=0,v=null;for(u in a)if(a.hasOwnProperty(u)){var g=r&&r[u],m=a[u];g===m?(l=c(l,this.moveChild(g,v,f,h)),h=Math.max(g._mountIndex,h),g._mountIndex=f):(g&&(h=Math.max(g._mountIndex,h)),l=c(l,this._mountChildAtIndex(m,o[d],v,f,e,n)),d++),f++,v=p.getHostNode(m)}for(u in i)i.hasOwnProperty(u)&&(l=c(l,this._unmountChild(r[u],i[u])));l&&s(this,l),this._renderedChildren=a}},unmountChildren:function(t){var e=this._renderedChildren;h.unmountChildren(e,t),this._renderedChildren=null},moveChild:function(t,e,n,r){if(t._mountIndex<r)return i(t,e,n)},createChild:function(t,e,n){return r(n,e,t._mountIndex)},removeChild:function(t,e){return o(t,e)},_mountChildAtIndex:function(t,e,n,r,i,o){return t._mountIndex=r,this.createChild(t,n,e)},_unmountChild:function(t,e){var n=this.removeChild(t,e);return t._mountIndex=null,n}}});t.exports=v},function(t,e,n){\"use strict\";function r(t){return!(!t||\"function\"!=typeof t.attachRef||\"function\"!=typeof t.detachRef)}var i=n(2),o=(n(0),{addComponentAsRefTo:function(t,e,n){r(n)?void 0:i(\"119\"),n.attachRef(e,t)},removeComponentAsRefFrom:function(t,e,n){r(n)?void 0:i(\"120\");var o=n.getPublicInstance();o&&o.refs[e]===t.getPublicInstance()&&n.detachRef(e)}});t.exports=o},function(t,e,n){\"use strict\";var r=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\";t.exports=r},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=!1,this.reactMountReady=o.getPooled(null),this.useCreateElement=t}var i=n(3),o=n(155),a=n(17),u=n(51),c=n(162),s=(n(9),n(53)),l=n(88),f={initialize:c.getSelectionInformation,close:c.restoreSelection},p={initialize:function(){var t=u.isEnabled();return u.setEnabled(!1),t},close:function(t){u.setEnabled(t)}},h={initialize:function(){this.reactMountReady.reset()},close:function(){this.reactMountReady.notifyAll()}},d=[f,p,h],v={getTransactionWrappers:function(){return d},getReactMountReady:function(){return this.reactMountReady},getUpdateQueue:function(){return l},checkpoint:function(){return this.reactMountReady.checkpoint()},rollback:function(t){this.reactMountReady.rollback(t)},destructor:function(){o.release(this.reactMountReady),this.reactMountReady=null}};i(r.prototype,s,v),a.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){\"function\"==typeof t?t(e.getPublicInstance()):o.addComponentAsRefTo(e,t,n)}function i(t,e,n){\"function\"==typeof t?t(null):o.removeComponentAsRefFrom(e,t,n)}var o=n(365),a={};a.attachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&r(n,t,e._owner)}},a.shouldUpdateRefs=function(t,e){var n=null,r=null;null!==t&&\"object\"==typeof t&&(n=t.ref,r=t._owner);var i=null,o=null;return null!==e&&\"object\"==typeof e&&(i=e.ref,o=e._owner),n!==i||\"string\"==typeof i&&o!==r},a.detachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&i(n,t,e._owner)}},t.exports=a},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=t,this.useCreateElement=!1,this.updateQueue=new u(this)}var i=n(3),o=n(17),a=n(53),u=(n(9),n(370)),c=[],s={enqueue:function(){}},l={getTransactionWrappers:function(){return c},getReactMountReady:function(){return s},getUpdateQueue:function(){return this.updateQueue},destructor:function(){},checkpoint:function(){},rollback:function(){}};i(r.prototype,a,l),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function i(t,e){}var o=n(88),a=(n(1),function(){function t(e){r(this,t),this.transaction=e}return t.prototype.isMounted=function(t){return!1},t.prototype.enqueueCallback=function(t,e,n){this.transaction.isInTransaction()&&o.enqueueCallback(t,e,n)},t.prototype.enqueueForceUpdate=function(t){this.transaction.isInTransaction()?o.enqueueForceUpdate(t):i(t,\"forceUpdate\")},t.prototype.enqueueReplaceState=function(t,e){this.transaction.isInTransaction()?o.enqueueReplaceState(t,e):i(t,\"replaceState\")},t.prototype.enqueueSetState=function(t,e){this.transaction.isInTransaction()?o.enqueueSetState(t,e):i(t,\"setState\")},t}());t.exports=a},function(t,e,n){\"use strict\";t.exports=\"15.4.2\"},function(t,e,n){\"use strict\";var r={xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\"},i={accentHeight:\"accent-height\",accumulate:0,additive:0,alignmentBaseline:\"alignment-baseline\",allowReorder:\"allowReorder\",alphabetic:0,amplitude:0,arabicForm:\"arabic-form\",ascent:0,attributeName:\"attributeName\",attributeType:\"attributeType\",autoReverse:\"autoReverse\",azimuth:0,baseFrequency:\"baseFrequency\",baseProfile:\"baseProfile\",baselineShift:\"baseline-shift\",bbox:0,begin:0,bias:0,by:0,calcMode:\"calcMode\",capHeight:\"cap-height\",clip:0,clipPath:\"clip-path\",clipRule:\"clip-rule\",clipPathUnits:\"clipPathUnits\",colorInterpolation:\"color-interpolation\",colorInterpolationFilters:\"color-interpolation-filters\",colorProfile:\"color-profile\",colorRendering:\"color-rendering\",contentScriptType:\"contentScriptType\",contentStyleType:\"contentStyleType\",cursor:0,cx:0,cy:0,d:0,decelerate:0,descent:0,diffuseConstant:\"diffuseConstant\",direction:0,display:0,divisor:0,dominantBaseline:\"dominant-baseline\",dur:0,dx:0,dy:0,edgeMode:\"edgeMode\",elevation:0,enableBackground:\"enable-background\",end:0,exponent:0,externalResourcesRequired:\"externalResourcesRequired\",fill:0,fillOpacity:\"fill-opacity\",fillRule:\"fill-rule\",filter:0,filterRes:\"filterRes\",filterUnits:\"filterUnits\",floodColor:\"flood-color\",floodOpacity:\"flood-opacity\",focusable:0,fontFamily:\"font-family\",fontSize:\"font-size\",fontSizeAdjust:\"font-size-adjust\",fontStretch:\"font-stretch\",fontStyle:\"font-style\",fontVariant:\"font-variant\",fontWeight:\"font-weight\",format:0,from:0,fx:0,fy:0,g1:0,g2:0,glyphName:\"glyph-name\",glyphOrientationHorizontal:\"glyph-orientation-horizontal\",glyphOrientationVertical:\"glyph-orientation-vertical\",glyphRef:\"glyphRef\",gradientTransform:\"gradientTransform\",gradientUnits:\"gradientUnits\",hanging:0,horizAdvX:\"horiz-adv-x\",horizOriginX:\"horiz-origin-x\",ideographic:0,imageRendering:\"image-rendering\",in:0,in2:0,intercept:0,k:0,k1:0,k2:0,k3:0,k4:0,kernelMatrix:\"kernelMatrix\",kernelUnitLength:\"kernelUnitLength\",kerning:0,keyPoints:\"keyPoints\",keySplines:\"keySplines\",keyTimes:\"keyTimes\",lengthAdjust:\"lengthAdjust\",letterSpacing:\"letter-spacing\",lightingColor:\"lighting-color\",limitingConeAngle:\"limitingConeAngle\",local:0,markerEnd:\"marker-end\",markerMid:\"marker-mid\",markerStart:\"marker-start\",markerHeight:\"markerHeight\",markerUnits:\"markerUnits\",markerWidth:\"markerWidth\",mask:0,maskContentUnits:\"maskContentUnits\",maskUnits:\"maskUnits\",mathematical:0,mode:0,numOctaves:\"numOctaves\",offset:0,opacity:0,operator:0,order:0,orient:0,orientation:0,origin:0,overflow:0,overlinePosition:\"overline-position\",overlineThickness:\"overline-thickness\",paintOrder:\"paint-order\",panose1:\"panose-1\",pathLength:\"pathLength\",patternContentUnits:\"patternContentUnits\",patternTransform:\"patternTransform\",patternUnits:\"patternUnits\",pointerEvents:\"pointer-events\",points:0,pointsAtX:\"pointsAtX\",pointsAtY:\"pointsAtY\",pointsAtZ:\"pointsAtZ\",preserveAlpha:\"preserveAlpha\",preserveAspectRatio:\"preserveAspectRatio\",primitiveUnits:\"primitiveUnits\",r:0,radius:0,refX:\"refX\",refY:\"refY\",renderingIntent:\"rendering-intent\",repeatCount:\"repeatCount\",repeatDur:\"repeatDur\",requiredExtensions:\"requiredExtensions\",requiredFeatures:\"requiredFeatures\",restart:0,result:0,rotate:0,rx:0,ry:0,scale:0,seed:0,shapeRendering:\"shape-rendering\",slope:0,spacing:0,specularConstant:\"specularConstant\",specularExponent:\"specularExponent\",speed:0,spreadMethod:\"spreadMethod\",startOffset:\"startOffset\",stdDeviation:\"stdDeviation\",stemh:0,stemv:0,stitchTiles:\"stitchTiles\",stopColor:\"stop-color\",stopOpacity:\"stop-opacity\",strikethroughPosition:\"strikethrough-position\",strikethroughThickness:\"strikethrough-thickness\",string:0,stroke:0,strokeDasharray:\"stroke-dasharray\",strokeDashoffset:\"stroke-dashoffset\",strokeLinecap:\"stroke-linecap\",strokeLinejoin:\"stroke-linejoin\",strokeMiterlimit:\"stroke-miterlimit\",strokeOpacity:\"stroke-opacity\",strokeWidth:\"stroke-width\",surfaceScale:\"surfaceScale\",systemLanguage:\"systemLanguage\",tableValues:\"tableValues\",targetX:\"targetX\",targetY:\"targetY\",textAnchor:\"text-anchor\",textDecoration:\"text-decoration\",textRendering:\"text-rendering\",textLength:\"textLength\",to:0,transform:0,u1:0,u2:0,underlinePosition:\"underline-position\",underlineThickness:\"underline-thickness\",unicode:0,unicodeBidi:\"unicode-bidi\",unicodeRange:\"unicode-range\",unitsPerEm:\"units-per-em\",vAlphabetic:\"v-alphabetic\",vHanging:\"v-hanging\",vIdeographic:\"v-ideographic\",vMathematical:\"v-mathematical\",values:0,vectorEffect:\"vector-effect\",version:0,vertAdvY:\"vert-adv-y\",vertOriginX:\"vert-origin-x\",vertOriginY:\"vert-origin-y\",viewBox:\"viewBox\",viewTarget:\"viewTarget\",visibility:0,widths:0,wordSpacing:\"word-spacing\",writingMode:\"writing-mode\",x:0,xHeight:\"x-height\",x1:0,x2:0,xChannelSelector:\"xChannelSelector\",xlinkActuate:\"xlink:actuate\",xlinkArcrole:\"xlink:arcrole\",xlinkHref:\"xlink:href\",xlinkRole:\"xlink:role\",xlinkShow:\"xlink:show\",xlinkTitle:\"xlink:title\",xlinkType:\"xlink:type\",xmlBase:\"xml:base\",xmlns:0,xmlnsXlink:\"xmlns:xlink\",xmlLang:\"xml:lang\",xmlSpace:\"xml:space\",y:0,y1:0,y2:0,yChannelSelector:\"yChannelSelector\",z:0,zoomAndPan:\"zoomAndPan\"},o={Properties:{},DOMAttributeNamespaces:{xlinkActuate:r.xlink,xlinkArcrole:r.xlink,xlinkHref:r.xlink,xlinkRole:r.xlink,xlinkShow:r.xlink,xlinkTitle:r.xlink,xlinkType:r.xlink,xmlBase:r.xml,xmlLang:r.xml,xmlSpace:r.xml},DOMAttributeNames:{}};Object.keys(i).forEach(function(t){o.Properties[t]=0,i[t]&&(o.DOMAttributeNames[t]=i[t])}),t.exports=o},function(t,e,n){\"use strict\";function r(t){if(\"selectionStart\"in t&&c.hasSelectionCapabilities(t))return{start:t.selectionStart,end:t.selectionEnd};if(window.getSelection){var e=window.getSelection();return{anchorNode:e.anchorNode,anchorOffset:e.anchorOffset,focusNode:e.focusNode,focusOffset:e.focusOffset}}if(document.selection){var n=document.selection.createRange();return{parentElement:n.parentElement(),text:n.text,top:n.boundingTop,left:n.boundingLeft}}}function i(t,e){if(y||null==v||v!==l())return null;var n=r(v);if(!m||!p(m,n)){m=n;var i=s.getPooled(d.select,g,t,e);return i.type=\"select\",i.target=v,o.accumulateTwoPhaseDispatches(i),i}return null}var o=n(23),a=n(6),u=n(4),c=n(162),s=n(14),l=n(152),f=n(170),p=n(80),h=a.canUseDOM&&\"documentMode\"in document&&document.documentMode<=11,d={select:{phasedRegistrationNames:{bubbled:\"onSelect\",captured:\"onSelectCapture\"},dependencies:[\"topBlur\",\"topContextMenu\",\"topFocus\",\"topKeyDown\",\"topKeyUp\",\"topMouseDown\",\"topMouseUp\",\"topSelectionChange\"]}},v=null,g=null,m=null,y=!1,_=!1,b={eventTypes:d,extractEvents:function(t,e,n,r){if(!_)return null;var o=e?u.getNodeFromInstance(e):window;switch(t){case\"topFocus\":(f(o)||\"true\"===o.contentEditable)&&(v=o,g=e,m=null);break;case\"topBlur\":v=null,g=null,m=null;break;case\"topMouseDown\":y=!0;break;case\"topContextMenu\":case\"topMouseUp\":return y=!1,i(n,r);case\"topSelectionChange\":if(h)break;case\"topKeyDown\":case\"topKeyUp\":return i(n,r)}return null},didPutListener:function(t,e,n){\"onSelect\"===e&&(_=!0)}};t.exports=b},function(t,e,n){\"use strict\";function r(t){return\".\"+t._rootNodeID}function i(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}var o=n(2),a=n(150),u=n(23),c=n(4),s=n(375),l=n(376),f=n(14),p=n(379),h=n(381),d=n(52),v=n(378),g=n(382),m=n(383),y=n(25),_=n(384),b=n(8),x=n(91),w=(n(0),{}),C={};[\"abort\",\"animationEnd\",\"animationIteration\",\"animationStart\",\"blur\",\"canPlay\",\"canPlayThrough\",\"click\",\"contextMenu\",\"copy\",\"cut\",\"doubleClick\",\"drag\",\"dragEnd\",\"dragEnter\",\"dragExit\",\"dragLeave\",\"dragOver\",\"dragStart\",\"drop\",\"durationChange\",\"emptied\",\"encrypted\",\"ended\",\"error\",\"focus\",\"input\",\"invalid\",\"keyDown\",\"keyPress\",\"keyUp\",\"load\",\"loadedData\",\"loadedMetadata\",\"loadStart\",\"mouseDown\",\"mouseMove\",\"mouseOut\",\"mouseOver\",\"mouseUp\",\"paste\",\"pause\",\"play\",\"playing\",\"progress\",\"rateChange\",\"reset\",\"scroll\",\"seeked\",\"seeking\",\"stalled\",\"submit\",\"suspend\",\"timeUpdate\",\"touchCancel\",\"touchEnd\",\"touchMove\",\"touchStart\",\"transitionEnd\",\"volumeChange\",\"waiting\",\"wheel\"].forEach(function(t){var e=t[0].toUpperCase()+t.slice(1),n=\"on\"+e,r=\"top\"+e,i={phasedRegistrationNames:{bubbled:n,captured:n+\"Capture\"},dependencies:[r]};w[t]=i,C[r]=i});var M={},k={eventTypes:w,extractEvents:function(t,e,n,r){var i=C[t];if(!i)return null;var a;switch(t){case\"topAbort\":case\"topCanPlay\":case\"topCanPlayThrough\":case\"topDurationChange\":case\"topEmptied\":case\"topEncrypted\":case\"topEnded\":case\"topError\":case\"topInput\":case\"topInvalid\":case\"topLoad\":case\"topLoadedData\":case\"topLoadedMetadata\":case\"topLoadStart\":case\"topPause\":case\"topPlay\":case\"topPlaying\":case\"topProgress\":case\"topRateChange\":case\"topReset\":case\"topSeeked\":case\"topSeeking\":case\"topStalled\":case\"topSubmit\":case\"topSuspend\":case\"topTimeUpdate\":case\"topVolumeChange\":case\"topWaiting\":a=f;break;case\"topKeyPress\":if(0===x(n))return null;case\"topKeyDown\":case\"topKeyUp\":a=h;break;case\"topBlur\":case\"topFocus\":a=p;break;case\"topClick\":if(2===n.button)return null;case\"topDoubleClick\":case\"topMouseDown\":case\"topMouseMove\":case\"topMouseUp\":case\"topMouseOut\":case\"topMouseOver\":case\"topContextMenu\":a=d;break;case\"topDrag\":case\"topDragEnd\":case\"topDragEnter\":case\"topDragExit\":case\"topDragLeave\":case\"topDragOver\":case\"topDragStart\":case\"topDrop\":a=v;break;case\"topTouchCancel\":case\"topTouchEnd\":case\"topTouchMove\":case\"topTouchStart\":a=g;break;case\"topAnimationEnd\":case\"topAnimationIteration\":case\"topAnimationStart\":a=s;break;case\"topTransitionEnd\":a=m;break;case\"topScroll\":a=y;break;case\"topWheel\":a=_;break;case\"topCopy\":case\"topCut\":case\"topPaste\":a=l}a?void 0:o(\"86\",t);var c=a.getPooled(i,e,n,r);return u.accumulateTwoPhaseDispatches(c),c},didPutListener:function(t,e,n){if(\"onClick\"===e&&!i(t._tag)){var o=r(t),u=c.getNodeFromInstance(t);M[o]||(M[o]=a.listen(u,\"click\",b))}},willDeleteListener:function(t,e){if(\"onClick\"===e&&!i(t._tag)){var n=r(t);M[n].remove(),delete M[n]}}};t.exports=k},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={animationName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={clipboardData:function(t){return\"clipboardData\"in t?t.clipboardData:window.clipboardData}};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(52),o={dataTransfer:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o={relatedTarget:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(91),a=n(389),u=n(92),c={key:a,location:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,repeat:null,locale:null,getModifierState:u,charCode:function(t){return\"keypress\"===t.type?o(t):0},keyCode:function(t){return\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0},which:function(t){return\"keypress\"===t.type?o(t):\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0}};i.augmentClass(r,c),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(92),a={touches:null,targetTouches:null,changedTouches:null,altKey:null,metaKey:null,ctrlKey:null,shiftKey:null,getModifierState:o};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={propertyName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(52),o={deltaX:function(t){return\"deltaX\"in t?t.deltaX:\"wheelDeltaX\"in t?-t.wheelDeltaX:0},deltaY:function(t){return\"deltaY\"in t?t.deltaY:\"wheelDeltaY\"in t?-t.wheelDeltaY:\"wheelDelta\"in t?-t.wheelDelta:0},deltaZ:null,deltaMode:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=1,n=0,r=0,o=t.length,a=o&-4;r<a;){for(var u=Math.min(r+4096,a);r<u;r+=4)n+=(e+=t.charCodeAt(r))+(e+=t.charCodeAt(r+1))+(e+=t.charCodeAt(r+2))+(e+=t.charCodeAt(r+3));e%=i,n%=i}for(;r<o;r++)n+=e+=t.charCodeAt(r);return e%=i,n%=i,e|n<<16}var i=65521;t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){var r=null==e||\"boolean\"==typeof e||\"\"===e;if(r)return\"\";var i=isNaN(e);if(i||0===e||o.hasOwnProperty(t)&&o[t])return\"\"+e;if(\"string\"==typeof e){e=e.trim()}return e+\"px\"}var i=n(154),o=(n(1),i.isUnitlessNumber);t.exports=r},function(t,e,n){\"use strict\";function r(t){if(null==t)return null;if(1===t.nodeType)return t;var e=a.get(t);return e?(e=u(e),e?o.getNodeFromInstance(e):null):void(\"function\"==typeof t.render?i(\"44\"):i(\"45\",Object.keys(t)))}var i=n(2),o=(n(15),n(4)),a=n(40),u=n(167);n(0),n(1);t.exports=r},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){if(t&&\"object\"==typeof t){var i=t,o=void 0===i[n];o&&null!=e&&(i[n]=e)}}function i(t,e){if(null==t)return t;var n={};return o(t,r,n),n}var o=(n(84),n(172));n(1);\"undefined\"!=typeof e&&e.env,1,t.exports=i}).call(e,n(153))},function(t,e,n){\"use strict\";function r(t){if(t.key){var e=o[t.key]||t.key;if(\"Unidentified\"!==e)return e}if(\"keypress\"===t.type){var n=i(t);return 13===n?\"Enter\":String.fromCharCode(n)}return\"keydown\"===t.type||\"keyup\"===t.type?a[t.keyCode]||\"Unidentified\":\"\"}var i=n(91),o={Esc:\"Escape\",Spacebar:\" \",Left:\"ArrowLeft\",Up:\"ArrowUp\",Right:\"ArrowRight\",Down:\"ArrowDown\",Del:\"Delete\",Win:\"OS\",Menu:\"ContextMenu\",Apps:\"ContextMenu\",Scroll:\"ScrollLock\",MozPrintableKey:\"Unidentified\"},a={8:\"Backspace\",9:\"Tab\",12:\"Clear\",13:\"Enter\",16:\"Shift\",17:\"Control\",18:\"Alt\",19:\"Pause\",20:\"CapsLock\",27:\"Escape\",32:\" \",33:\"PageUp\",34:\"PageDown\",35:\"End\",36:\"Home\",37:\"ArrowLeft\",38:\"ArrowUp\",39:\"ArrowRight\",40:\"ArrowDown\",45:\"Insert\",46:\"Delete\",112:\"F1\",113:\"F2\",114:\"F3\",115:\"F4\",116:\"F5\",117:\"F6\",118:\"F7\",119:\"F8\",120:\"F9\",121:\"F10\",122:\"F11\",123:\"F12\",144:\"NumLock\",145:\"ScrollLock\",224:\"Meta\"};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},function(t,e,n){\"use strict\";function r(){return i++}var i=1;t.exports=r},function(t,e,n){\"use strict\";function r(t){for(;t&&t.firstChild;)t=t.firstChild;return t}function i(t){for(;t;){if(t.nextSibling)return t.nextSibling;t=t.parentNode}}function o(t,e){for(var n=r(t),o=0,a=0;n;){if(3===n.nodeType){if(a=o+n.textContent.length,o<=e&&a>=e)return{node:n,offset:e-o};o=a}n=r(i(n))}}t.exports=o},function(t,e,n){\"use strict\";function r(t,e){var n={};return n[t.toLowerCase()]=e.toLowerCase(),n[\"Webkit\"+t]=\"webkit\"+e,n[\"Moz\"+t]=\"moz\"+e,n[\"ms\"+t]=\"MS\"+e,n[\"O\"+t]=\"o\"+e.toLowerCase(),n}function i(t){if(u[t])return u[t];if(!a[t])return t;var e=a[t];for(var n in e)if(e.hasOwnProperty(n)&&n in c)return u[t]=e[n];return\"\"}var o=n(6),a={animationend:r(\"Animation\",\"AnimationEnd\"),animationiteration:r(\"Animation\",\"AnimationIteration\"),animationstart:r(\"Animation\",\"AnimationStart\"),transitionend:r(\"Transition\",\"TransitionEnd\")},u={},c={};o.canUseDOM&&(c=document.createElement(\"div\").style,\"AnimationEvent\"in window||(delete a.animationend.animation,delete a.animationiteration.animation,delete a.animationstart.animation),\"TransitionEvent\"in window||delete a.transitionend.transition),t.exports=i},function(t,e,n){\"use strict\";function r(t){return'\"'+i(t)+'\"'}var i=n(54);t.exports=r},function(t,e,n){\"use strict\";var r=n(163);t.exports=r.renderSubtreeIntoContainer},function(t,e,n){\"use strict\";function r(t,e){var n=l.extractSingleTouch(e);return n?n[t.page]:t.page in e?e[t.page]:e[t.client]+f[t.envScroll]}function i(t,e){var n=r(b.x,e),i=r(b.y,e);return Math.pow(Math.pow(n-t.x,2)+Math.pow(i-t.y,2),.5)}function o(t){return{tapMoveThreshold:g,ignoreMouseThreshold:m,eventTypes:C,extractEvents:function(e,n,o,a){if(!h(e)&&!d(e))return null;if(v(e))_=M();else if(t(_,M()))return null;var u=null,l=i(y,o);return d(e)&&l<g&&(u=s.getPooled(C.touchTap,n,o,a)),h(e)?(y.x=r(b.x,o),y.y=r(b.y,o)):d(e)&&(y.x=0,y.y=0),c.accumulateTwoPhaseDispatches(u),u}}}var a=n(339),u=n(50),c=n(23),s=n(25),l=n(397),f=n(89),p=n(329),h=(a.topLevelTypes,u.isStartish),d=u.isEndish,v=function(t){var e=[\"topTouchCancel\",\"topTouchEnd\",\"topTouchStart\",\"topTouchMove\"];return e.indexOf(t)>=0},g=10,m=750,y={x:null,y:null},_=null,b={x:{page:\"pageX\",client:\"clientX\",envScroll:\"currentPageScrollLeft\"},y:{page:\"pageY\",client:\"clientY\",envScroll:\"currentPageScrollTop\"}},x=[\"topTouchStart\",\"topTouchCancel\",\"topTouchEnd\",\"topTouchMove\"],w=[\"topMouseDown\",\"topMouseMove\",\"topMouseUp\"].concat(x),C={touchTap:{phasedRegistrationNames:{bubbled:p({onTouchTap:null}),captured:p({onTouchTapCapture:null})},dependencies:w}},M=function(){return Date.now?Date.now:function(){return+new Date}}();t.exports=o},function(t,e){var n={extractSingleTouch:function(t){var e=t.touches,n=t.changedTouches,r=e&&e.length>0,i=n&&n.length>0;return!r&&i?n[0]:r?e[0]:t}};t.exports=n},function(t,e){t.exports=function(t,e){if(t&&e-t<750)return!0}},function(t,e,n){\"use strict\";function r(t){var e=/[=:]/g,n={\"=\":\"=0\",\":\":\"=2\"},r=(\"\"+t).replace(e,function(t){return n[t]});return\"$\"+r}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"},r=\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1);return(\"\"+r).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";var r=n(28),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e?void 0:r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=10,l=i,f=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||l,n.poolSize||(n.poolSize=s),n.release=c,n},p={addPoolingTo:f,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=p},function(t,e,n){\"use strict\";function r(t){return(\"\"+t).replace(b,\"$&/\")}function i(t,e){this.func=t,this.context=e,this.count=0}function o(t,e,n){var r=t.func,i=t.context;r.call(i,e,t.count++)}function a(t,e,n){if(null==t)return t;var r=i.getPooled(e,n);m(t,o,r),i.release(r)}function u(t,e,n,r){this.result=t,this.keyPrefix=e,this.func=n,this.context=r,this.count=0}function c(t,e,n){var i=t.result,o=t.keyPrefix,a=t.func,u=t.context,c=a.call(u,e,t.count++);Array.isArray(c)?s(c,i,n,g.thatReturnsArgument):null!=c&&(v.isValidElement(c)&&(c=v.cloneAndReplaceKey(c,o+(!c.key||e&&e.key===c.key?\"\":r(c.key)+\"/\")+n)),i.push(c))}function s(t,e,n,i,o){var a=\"\";null!=n&&(a=r(n)+\"/\");var s=u.getPooled(e,a,i,o);m(t,c,s),u.release(s)}function l(t,e,n){if(null==t)return t;var r=[];return s(t,r,null,e,n),r}function f(t,e,n){return null}function p(t,e){return m(t,f,null)}function h(t){var e=[];return s(t,e,null,g.thatReturnsArgument),e}var d=n(400),v=n(27),g=n(8),m=n(409),y=d.twoArgumentPooler,_=d.fourArgumentPooler,b=/\\/+/g;i.prototype.destructor=function(){this.func=null,this.context=null,this.count=0},d.addPoolingTo(i,y),u.prototype.destructor=function(){this.result=null,this.keyPrefix=null,this.func=null,this.context=null,this.count=0},d.addPoolingTo(u,_);var x={forEach:a,map:l,mapIntoWithKeyPrefixInternal:s,count:p,toArray:h};t.exports=x},function(t,e,n){\"use strict\";function r(t){return t}function i(t,e){var n=b.hasOwnProperty(e)?b[e]:null;w.hasOwnProperty(e)&&(\"OVERRIDE_BASE\"!==n?p(\"73\",e):void 0),t&&(\"DEFINE_MANY\"!==n&&\"DEFINE_MANY_MERGED\"!==n?p(\"74\",e):void 0)}function o(t,e){if(e){\"function\"==typeof e?p(\"75\"):void 0,v.isValidElement(e)?p(\"76\"):void 0;var n=t.prototype,r=n.__reactAutoBindPairs;e.hasOwnProperty(y)&&x.mixins(t,e.mixins);for(var o in e)if(e.hasOwnProperty(o)&&o!==y){var a=e[o],u=n.hasOwnProperty(o);if(i(u,o),x.hasOwnProperty(o))x[o](t,a);else{var l=b.hasOwnProperty(o),f=\"function\"==typeof a,h=f&&!l&&!u&&e.autobind!==!1;if(h)r.push(o,a),n[o]=a;else if(u){var d=b[o];!l||\"DEFINE_MANY_MERGED\"!==d&&\"DEFINE_MANY\"!==d?p(\"77\",d,o):void 0,\"DEFINE_MANY_MERGED\"===d?n[o]=c(n[o],a):\"DEFINE_MANY\"===d&&(n[o]=s(n[o],a))}else n[o]=a}}}else;}function a(t,e){if(e)for(var n in e){var r=e[n];if(e.hasOwnProperty(n)){var i=n in x;i?p(\"78\",n):void 0;var o=n in t;o?p(\"79\",n):void 0,t[n]=r}}}function u(t,e){t&&e&&\"object\"==typeof t&&\"object\"==typeof e?void 0:p(\"80\");for(var n in e)e.hasOwnProperty(n)&&(void 0!==t[n]?p(\"81\",n):void 0,t[n]=e[n]);return t}function c(t,e){return function(){var n=t.apply(this,arguments),r=e.apply(this,arguments);if(null==n)return r;if(null==r)return n;var i={};return u(i,n),u(i,r),i}}function s(t,e){return function(){t.apply(this,arguments),e.apply(this,arguments)}}function l(t,e){var n=e.bind(t);return n;\n",
       "}function f(t){for(var e=t.__reactAutoBindPairs,n=0;n<e.length;n+=2){var r=e[n],i=e[n+1];t[r]=l(t,i)}}var p=n(28),h=n(3),d=n(97),v=n(27),g=(n(175),n(98)),m=n(38),y=(n(0),n(1),\"mixins\"),_=[],b={mixins:\"DEFINE_MANY\",statics:\"DEFINE_MANY\",propTypes:\"DEFINE_MANY\",contextTypes:\"DEFINE_MANY\",childContextTypes:\"DEFINE_MANY\",getDefaultProps:\"DEFINE_MANY_MERGED\",getInitialState:\"DEFINE_MANY_MERGED\",getChildContext:\"DEFINE_MANY_MERGED\",render:\"DEFINE_ONCE\",componentWillMount:\"DEFINE_MANY\",componentDidMount:\"DEFINE_MANY\",componentWillReceiveProps:\"DEFINE_MANY\",shouldComponentUpdate:\"DEFINE_ONCE\",componentWillUpdate:\"DEFINE_MANY\",componentDidUpdate:\"DEFINE_MANY\",componentWillUnmount:\"DEFINE_MANY\",updateComponent:\"OVERRIDE_BASE\"},x={displayName:function(t,e){t.displayName=e},mixins:function(t,e){if(e)for(var n=0;n<e.length;n++)o(t,e[n])},childContextTypes:function(t,e){t.childContextTypes=h({},t.childContextTypes,e)},contextTypes:function(t,e){t.contextTypes=h({},t.contextTypes,e)},getDefaultProps:function(t,e){t.getDefaultProps?t.getDefaultProps=c(t.getDefaultProps,e):t.getDefaultProps=e},propTypes:function(t,e){t.propTypes=h({},t.propTypes,e)},statics:function(t,e){a(t,e)},autobind:function(){}},w={replaceState:function(t,e){this.updater.enqueueReplaceState(this,t),e&&this.updater.enqueueCallback(this,e,\"replaceState\")},isMounted:function(){return this.updater.isMounted(this)}},C=function(){};h(C.prototype,d.prototype,w);var M={createClass:function(t){var e=r(function(t,n,r){this.__reactAutoBindPairs.length&&f(this),this.props=t,this.context=n,this.refs=m,this.updater=r||g,this.state=null;var i=this.getInitialState?this.getInitialState():null;\"object\"!=typeof i||Array.isArray(i)?p(\"82\",e.displayName||\"ReactCompositeComponent\"):void 0,this.state=i});e.prototype=new C,e.prototype.constructor=e,e.prototype.__reactAutoBindPairs=[],_.forEach(o.bind(null,e)),o(e,t),e.getDefaultProps&&(e.defaultProps=e.getDefaultProps()),e.prototype.render?void 0:p(\"83\");for(var n in b)e.prototype[n]||(e.prototype[n]=null);return e},injection:{injectMixin:function(t){_.push(t)}}};t.exports=M},function(t,e,n){\"use strict\";var r=n(27),i=r.createFactory,o={a:i(\"a\"),abbr:i(\"abbr\"),address:i(\"address\"),area:i(\"area\"),article:i(\"article\"),aside:i(\"aside\"),audio:i(\"audio\"),b:i(\"b\"),base:i(\"base\"),bdi:i(\"bdi\"),bdo:i(\"bdo\"),big:i(\"big\"),blockquote:i(\"blockquote\"),body:i(\"body\"),br:i(\"br\"),button:i(\"button\"),canvas:i(\"canvas\"),caption:i(\"caption\"),cite:i(\"cite\"),code:i(\"code\"),col:i(\"col\"),colgroup:i(\"colgroup\"),data:i(\"data\"),datalist:i(\"datalist\"),dd:i(\"dd\"),del:i(\"del\"),details:i(\"details\"),dfn:i(\"dfn\"),dialog:i(\"dialog\"),div:i(\"div\"),dl:i(\"dl\"),dt:i(\"dt\"),em:i(\"em\"),embed:i(\"embed\"),fieldset:i(\"fieldset\"),figcaption:i(\"figcaption\"),figure:i(\"figure\"),footer:i(\"footer\"),form:i(\"form\"),h1:i(\"h1\"),h2:i(\"h2\"),h3:i(\"h3\"),h4:i(\"h4\"),h5:i(\"h5\"),h6:i(\"h6\"),head:i(\"head\"),header:i(\"header\"),hgroup:i(\"hgroup\"),hr:i(\"hr\"),html:i(\"html\"),i:i(\"i\"),iframe:i(\"iframe\"),img:i(\"img\"),input:i(\"input\"),ins:i(\"ins\"),kbd:i(\"kbd\"),keygen:i(\"keygen\"),label:i(\"label\"),legend:i(\"legend\"),li:i(\"li\"),link:i(\"link\"),main:i(\"main\"),map:i(\"map\"),mark:i(\"mark\"),menu:i(\"menu\"),menuitem:i(\"menuitem\"),meta:i(\"meta\"),meter:i(\"meter\"),nav:i(\"nav\"),noscript:i(\"noscript\"),object:i(\"object\"),ol:i(\"ol\"),optgroup:i(\"optgroup\"),option:i(\"option\"),output:i(\"output\"),p:i(\"p\"),param:i(\"param\"),picture:i(\"picture\"),pre:i(\"pre\"),progress:i(\"progress\"),q:i(\"q\"),rp:i(\"rp\"),rt:i(\"rt\"),ruby:i(\"ruby\"),s:i(\"s\"),samp:i(\"samp\"),script:i(\"script\"),section:i(\"section\"),select:i(\"select\"),small:i(\"small\"),source:i(\"source\"),span:i(\"span\"),strong:i(\"strong\"),style:i(\"style\"),sub:i(\"sub\"),summary:i(\"summary\"),sup:i(\"sup\"),table:i(\"table\"),tbody:i(\"tbody\"),td:i(\"td\"),textarea:i(\"textarea\"),tfoot:i(\"tfoot\"),th:i(\"th\"),thead:i(\"thead\"),time:i(\"time\"),title:i(\"title\"),tr:i(\"tr\"),track:i(\"track\"),u:i(\"u\"),ul:i(\"ul\"),var:i(\"var\"),video:i(\"video\"),wbr:i(\"wbr\"),circle:i(\"circle\"),clipPath:i(\"clipPath\"),defs:i(\"defs\"),ellipse:i(\"ellipse\"),g:i(\"g\"),image:i(\"image\"),line:i(\"line\"),linearGradient:i(\"linearGradient\"),mask:i(\"mask\"),path:i(\"path\"),pattern:i(\"pattern\"),polygon:i(\"polygon\"),polyline:i(\"polyline\"),radialGradient:i(\"radialGradient\"),rect:i(\"rect\"),stop:i(\"stop\"),svg:i(\"svg\"),text:i(\"text\"),tspan:i(\"tspan\")};t.exports=o},function(t,e,n){\"use strict\";function r(t,e){return t===e?0!==t||1/t===1/e:t!==t&&e!==e}function i(t){this.message=t,this.stack=\"\"}function o(t){function e(e,n,r,o,a,u,c){o=o||E,u=u||r;if(null==n[r]){var s=w[a];return e?new i(null===n[r]?\"The \"+s+\" `\"+u+\"` is marked as required \"+(\"in `\"+o+\"`, but its value is `null`.\"):\"The \"+s+\" `\"+u+\"` is marked as required in \"+(\"`\"+o+\"`, but its value is `undefined`.\")):null}return t(n,r,o,a,u)}var n=e.bind(null,!1);return n.isRequired=e.bind(null,!0),n}function a(t){function e(e,n,r,o,a,u){var c=e[n],s=y(c);if(s!==t){var l=w[o],f=_(c);return new i(\"Invalid \"+l+\" `\"+a+\"` of type \"+(\"`\"+f+\"` supplied to `\"+r+\"`, expected \")+(\"`\"+t+\"`.\"))}return null}return o(e)}function u(){return o(M.thatReturns(null))}function c(t){function e(e,n,r,o,a){if(\"function\"!=typeof t)return new i(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside arrayOf.\");var u=e[n];if(!Array.isArray(u)){var c=w[o],s=y(u);return new i(\"Invalid \"+c+\" `\"+a+\"` of type \"+(\"`\"+s+\"` supplied to `\"+r+\"`, expected an array.\"))}for(var l=0;l<u.length;l++){var f=t(u,l,r,o,a+\"[\"+l+\"]\",C);if(f instanceof Error)return f}return null}return o(e)}function s(){function t(t,e,n,r,o){var a=t[e];if(!x.isValidElement(a)){var u=w[r],c=y(a);return new i(\"Invalid \"+u+\" `\"+o+\"` of type \"+(\"`\"+c+\"` supplied to `\"+n+\"`, expected a single ReactElement.\"))}return null}return o(t)}function l(t){function e(e,n,r,o,a){if(!(e[n]instanceof t)){var u=w[o],c=t.name||E,s=b(e[n]);return new i(\"Invalid \"+u+\" `\"+a+\"` of type \"+(\"`\"+s+\"` supplied to `\"+r+\"`, expected \")+(\"instance of `\"+c+\"`.\"))}return null}return o(e)}function f(t){function e(e,n,o,a,u){for(var c=e[n],s=0;s<t.length;s++)if(r(c,t[s]))return null;var l=w[a],f=JSON.stringify(t);return new i(\"Invalid \"+l+\" `\"+u+\"` of value `\"+c+\"` \"+(\"supplied to `\"+o+\"`, expected one of \"+f+\".\"))}return Array.isArray(t)?o(e):M.thatReturnsNull}function p(t){function e(e,n,r,o,a){if(\"function\"!=typeof t)return new i(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside objectOf.\");var u=e[n],c=y(u);if(\"object\"!==c){var s=w[o];return new i(\"Invalid \"+s+\" `\"+a+\"` of type \"+(\"`\"+c+\"` supplied to `\"+r+\"`, expected an object.\"))}for(var l in u)if(u.hasOwnProperty(l)){var f=t(u,l,r,o,a+\".\"+l,C);if(f instanceof Error)return f}return null}return o(e)}function h(t){function e(e,n,r,o,a){for(var u=0;u<t.length;u++){var c=t[u];if(null==c(e,n,r,o,a,C))return null}var s=w[o];return new i(\"Invalid \"+s+\" `\"+a+\"` supplied to \"+(\"`\"+r+\"`.\"))}return Array.isArray(t)?o(e):M.thatReturnsNull}function d(){function t(t,e,n,r,o){if(!g(t[e])){var a=w[r];return new i(\"Invalid \"+a+\" `\"+o+\"` supplied to \"+(\"`\"+n+\"`, expected a ReactNode.\"))}return null}return o(t)}function v(t){function e(e,n,r,o,a){var u=e[n],c=y(u);if(\"object\"!==c){var s=w[o];return new i(\"Invalid \"+s+\" `\"+a+\"` of type `\"+c+\"` \"+(\"supplied to `\"+r+\"`, expected `object`.\"))}for(var l in t){var f=t[l];if(f){var p=f(u,l,r,o,a+\".\"+l,C);if(p)return p}}return null}return o(e)}function g(t){switch(typeof t){case\"number\":case\"string\":case\"undefined\":return!0;case\"boolean\":return!t;case\"object\":if(Array.isArray(t))return t.every(g);if(null===t||x.isValidElement(t))return!0;var e=k(t);if(!e)return!1;var n,r=e.call(t);if(e!==t.entries){for(;!(n=r.next()).done;)if(!g(n.value))return!1}else for(;!(n=r.next()).done;){var i=n.value;if(i&&!g(i[1]))return!1}return!0;default:return!1}}function m(t,e){return\"symbol\"===t||(\"Symbol\"===e[\"@@toStringTag\"]||\"function\"==typeof Symbol&&e instanceof Symbol)}function y(t){var e=typeof t;return Array.isArray(t)?\"array\":t instanceof RegExp?\"object\":m(e,t)?\"symbol\":e}function _(t){var e=y(t);if(\"object\"===e){if(t instanceof Date)return\"date\";if(t instanceof RegExp)return\"regexp\"}return e}function b(t){return t.constructor&&t.constructor.name?t.constructor.name:E}var x=n(27),w=n(175),C=n(405),M=n(8),k=n(177),E=(n(1),\"<<anonymous>>\"),T={array:a(\"array\"),bool:a(\"boolean\"),func:a(\"function\"),number:a(\"number\"),object:a(\"object\"),string:a(\"string\"),symbol:a(\"symbol\"),any:u(),arrayOf:c,element:s(),instanceOf:l,node:d(),objectOf:p,oneOf:f,oneOfType:h,shape:v};i.prototype=Error.prototype,t.exports=T},function(t,e,n){\"use strict\";var r=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\";t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){this.props=t,this.context=e,this.refs=c,this.updater=n||u}function i(){}var o=n(3),a=n(97),u=n(98),c=n(38);i.prototype=a.prototype,r.prototype=new i,r.prototype.constructor=r,o(r.prototype,a.prototype),r.prototype.isPureReactComponent=!0,t.exports=r},function(t,e,n){\"use strict\";t.exports=\"15.4.2\"},function(t,e,n){\"use strict\";function r(t){return o.isValidElement(t)?void 0:i(\"143\"),t}var i=n(28),o=n(27);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",M=String(t);a(\"31\",\"[object Object]\"===M?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":M,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(28),u=(n(15),n(174)),c=n(177),s=(n(0),n(399)),l=(n(1),\".\"),f=\":\";t.exports=o},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}var i=n(41),o=r(i),a=n(182),u=r(a),c=n(183),s=r(c),l=n(181),f=r(l),p=n(180),h=r(p),d=n(179),v=r(d);(0,s.default)(),window.SHAP={SimpleListVisualizer:f.default,AdditiveForceVisualizer:h.default,AdditiveForceArrayVisualizer:v.default,React:o.default,ReactDom:u.default}}]);</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Actual class: ----\n",
      "Force plot for class: LC_DEL\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='iOGQ6WY7OSKW4XLQB7XJ2'>\n",
       "<div style='color: #900; text-align: center;'>\n",
       "  <b>Visualization omitted, Javascript library not loaded!</b><br>\n",
       "  Have you run `initjs()` in this notebook? If this notebook was from another\n",
       "  user you must also trust this notebook (File -> Trust notebook). If you are viewing\n",
       "  this notebook on github the Javascript has been stripped for security. If you are using\n",
       "  JupyterLab this error is because a JupyterLab extension has not yet been written.\n",
       "</div></div>\n",
       " <script>\n",
       "   if (window.SHAP) SHAP.ReactDom.render(\n",
       "    SHAP.React.createElement(SHAP.AdditiveForceVisualizer, {\"outNames\": [\"f(x)\"], \"baseValue\": 0.5968682169914246, \"outValue\": -4.75885009765625, \"link\": \"logit\", \"featureNames\": [\"YEAR\", \"DEP_DELAY\", \"ARR_DELAY\", \"TAXI_OUT\", \"TAXI_IN\", \"CRS_ELAPSED_TIME\", \"ACTUAL_ELAPSED_TIME\", \"AIR_TIME\", \"DISTANCE\", \"DISTANCE_GROUP\", \"DEP_ARPT_LAT\", \"DEP_ARPT_LON\", \"DEP_ARPT_ELV_FT\", \"ARR_ARPT_LAT\", \"ARR_ARPT_LON\", \"ARR_ARPT_ELV_FT\", \"IS_HOLIDAY\", \"IS_WEEKEND\", \"DEP_ARPT_TYPE_large_airport\", \"DEP_ARPT_TYPE_medium_airport\", \"DEP_ARPT_TYPE_small_airport\", \"ARR_ARPT_TYPE_large_airport\", \"ARR_ARPT_TYPE_medium_airport\", \"ARR_ARPT_TYPE_small_airport\", \"QUARTER_cos\", \"QUARTER_sin\", \"MONTH_cos\", \"MONTH_sin\", \"DAY_OF_MONTH_cos\", \"DAY_OF_MONTH_sin\", \"DAY_OF_YEAR_cos\", \"DAY_OF_YEAR_sin\", \"DAY_OF_WEEK_cos\", \"DAY_OF_WEEK_sin\", \"CRS_DEP_TIME_HR_cos\", \"CRS_DEP_TIME_HR_sin\", \"CRS_DEP_TIME_QTHR_cos\", \"CRS_DEP_TIME_QTHR_sin\", \"CRS_ARR_TIME_HR_cos\", \"CRS_ARR_TIME_HR_sin\", \"CRS_ARR_TIME_QTHR_cos\", \"CRS_ARR_TIME_QTHR_sin\", \"ORIGIN_ARR_PER_QTHR\", \"ORIGIN_CRS_ARR_PER_QTHR\", \"ORIGIN_DEL_ARR_PER_QTHR\", \"ORIGIN_ARR_DIFF0_PER_QTHR\", \"ORIGIN_ARR_PER_QTHR_LAG30\", \"ORIGIN_CRS_ARR_PER_QTHR_LAG30\", \"ORIGIN_DEL_ARR_PER_QTHR_LAG30\", \"ORIGIN_ARR_DIFF0_PER_QTHR_LAG30\", \"ORIGIN_ARR_PER_QTHR_LAG15\", \"ORIGIN_CRS_ARR_PER_QTHR_LAG15\", \"ORIGIN_DEL_ARR_PER_QTHR_LAG15\", \"ORIGIN_ARR_DIFF0_PER_QTHR_LAG15\", \"ORIGIN_CRS_ARR_PER_QTHR_LEAD15\", \"ORIGIN_CRS_ARR_PER_QTHR_LEAD30\", \"ORIGIN_ARR_DIFF1_PER_QTHR\", \"ORIGIN_ARR_DIFF2_PER_QTHR\", \"ORIGIN_DEP_PER_QTHR\", \"ORIGIN_CRS_DEP_PER_QTHR\", \"ORIGIN_DEL_DEP_PER_QTHR\", \"ORIGIN_DEP_DIFF0_PER_QTHR\", \"ORIGIN_DEP_PER_QTHR_LAG30\", \"ORIGIN_CRS_DEP_PER_QTHR_LAG30\", \"ORIGIN_DEL_DEP_PER_QTHR_LAG30\", \"ORIGIN_DEP_DIFF0_PER_QTHR_LAG30\", \"ORIGIN_DEP_PER_QTHR_LAG15\", \"ORIGIN_CRS_DEP_PER_QTHR_LAG15\", \"ORIGIN_DEL_DEP_PER_QTHR_LAG15\", \"ORIGIN_DEP_DIFF0_PER_QTHR_LAG15\", \"ORIGIN_CRS_DEP_PER_QTHR_LEAD15\", \"ORIGIN_CRS_DEP_PER_QTHR_LEAD30\", \"ORIGIN_DEP_DIFF1_PER_QTHR\", \"ORIGIN_DEP_DIFF2_PER_QTHR\", \"DEST_ARR_PER_QTHR\", \"DEST_CRS_ARR_PER_QTHR\", \"DEST_DEL_ARR_PER_QTHR\", \"DEST_ARR_DIFF0_PER_QTHR\", \"DEST_ARR_PER_QTHR_LAG30\", \"DEST_CRS_ARR_PER_QTHR_LAG30\", \"DEST_DEL_ARR_PER_QTHR_LAG30\", \"DEST_ARR_DIFF0_PER_QTHR_LAG30\", \"DEST_ARR_PER_QTHR_LAG15\", \"DEST_CRS_ARR_PER_QTHR_LAG15\", \"DEST_DEL_ARR_PER_QTHR_LAG15\", \"DEST_ARR_DIFF0_PER_QTHR_LAG15\", \"DEST_CRS_ARR_PER_QTHR_LEAD15\", \"DEST_CRS_ARR_PER_QTHR_LEAD30\", \"DEST_ARR_DIFF1_PER_QTHR\", \"DEST_ARR_DIFF2_PER_QTHR\", \"DEST_DEP_PER_QTHR\", \"DEST_CRS_DEP_PER_QTHR\", \"DEST_DEL_DEP_PER_QTHR\", \"DEST_DEP_DIFF0_PER_QTHR\", \"DEST_DEP_PER_QTHR_LAG30\", \"DEST_CRS_DEP_PER_QTHR_LAG30\", \"DEST_DEL_DEP_PER_QTHR_LAG30\", \"DEST_DEP_DIFF0_PER_QTHR_LAG30\", \"DEST_DEP_PER_QTHR_LAG15\", \"DEST_CRS_DEP_PER_QTHR_LAG15\", \"DEST_DEL_DEP_PER_QTHR_LAG15\", \"DEST_DEP_DIFF0_PER_QTHR_LAG15\", \"DEST_CRS_DEP_PER_QTHR_LEAD15\", \"DEST_CRS_DEP_PER_QTHR_LEAD30\", \"DEST_DEP_DIFF1_PER_QTHR\", \"DEST_DEP_DIFF2_PER_QTHR\", \"ORIGIN_HourlyDryBulbTemperature\", \"ORIGIN_HourlyPrecipitation\", \"ORIGIN_HourlyPressureChange\", \"ORIGIN_HourlyVisibility\", \"ORIGIN_HourlyWindGustSpeed\", \"ORIGIN_HourlyWindSpeed\", \"ORIGIN_HourlySkyCover_BKN\", \"ORIGIN_HourlySkyCover_FEW\", \"ORIGIN_HourlySkyCover_OVC\", \"ORIGIN_HourlySkyCover_SCT\", \"ORIGIN_HourlySkyCover_VV\", \"ORIGIN_HourlyWindDirection_cos\", \"ORIGIN_HourlyWindDirection_sin\", \"DEST_HourlyDryBulbTemperature\", \"DEST_HourlyPrecipitation\", \"DEST_HourlyPressureChange\", \"DEST_HourlyVisibility\", \"DEST_HourlyWindGustSpeed\", \"DEST_HourlyWindSpeed\", \"DEST_HourlySkyCover_BKN\", \"DEST_HourlySkyCover_FEW\", \"DEST_HourlySkyCover_OVC\", \"DEST_HourlySkyCover_SCT\", \"DEST_HourlySkyCover_VV\", \"DEST_HourlyWindDirection_cos\", \"DEST_HourlyWindDirection_sin\", \"OP_UNIQUE_CARRIER\", \"ORIGIN\", \"DEST\", \"OD_PAIR\", \"HOLIDAY_NAME\", \"TAIL_NUM\", \"ORIGIN_HourlyPresentWeatherTypeCombo\", \"DEST_HourlyPresentWeatherTypeCombo\"], \"features\": {\"1\": {\"effect\": -3.7080459594726562, \"value\": -5.0}, \"2\": {\"effect\": -1.1546269655227661, \"value\": -26.0}, \"3\": {\"effect\": 0.0701989084482193, \"value\": 16.0}, \"4\": {\"effect\": -0.03147071972489357, \"value\": 10.0}, \"5\": {\"effect\": 0.08314782381057739, \"value\": 374.0}, \"6\": {\"effect\": -0.23578888177871704, \"value\": 353.0}, \"7\": {\"effect\": -0.04566048085689545, \"value\": 327.0}, \"8\": {\"effect\": 0.014764653518795967, \"value\": 2402.0}, \"9\": {\"effect\": -0.0008646059432066977, \"value\": 10.0}, \"10\": {\"effect\": 0.009221352636814117, \"value\": 39.87189865112305}, \"11\": {\"effect\": -0.01926744356751442, \"value\": -75.24109649658203}, \"12\": {\"effect\": 0.003740838263183832, \"value\": 36.0}, \"13\": {\"effect\": 0.0008460012613795698, \"value\": 33.942501068115234}, \"14\": {\"effect\": 0.005049264989793301, \"value\": -118.40799713134766}, \"15\": {\"effect\": -0.013104940764605999, \"value\": 125.0}, \"16\": {\"effect\": 0.0006631066207773983, \"value\": 0.0}, \"17\": {\"effect\": 0.0017838905332610011, \"value\": 0.0}, \"18\": {\"effect\": -0.0002961744030471891, \"value\": 1.0}, \"19\": {\"effect\": 0.0003282337565906346, \"value\": 0.0}, \"20\": {\"effect\": 0.00011307824024697766, \"value\": 0.0}, \"21\": {\"effect\": 0.0003145858645439148, \"value\": 1.0}, \"22\": {\"effect\": 0.0002749492705333978, \"value\": 0.0}, \"23\": {\"effect\": -1.4137036487227306e-05, \"value\": 0.0}, \"28\": {\"effect\": -0.08286062628030777, \"value\": 0.8207634687423706}, \"29\": {\"effect\": 0.02823539823293686, \"value\": -0.5712682008743286}, \"30\": {\"effect\": 0.007452938240021467, \"value\": 0.07411741465330124}, \"32\": {\"effect\": -0.00606060866266489, \"value\": 1.0}, \"33\": {\"effect\": 0.0014200168661773205, \"value\": 0.0}, \"34\": {\"effect\": -0.000863955239765346, \"value\": -0.5}, \"35\": {\"effect\": -0.011670648120343685, \"value\": 0.8660253882408142}, \"36\": {\"effect\": 0.004153845831751823, \"value\": -1.8369701465288538e-16}, \"37\": {\"effect\": 0.004031399730592966, \"value\": -1.0}, \"38\": {\"effect\": -0.014756192453205585, \"value\": -0.9659258127212524}, \"39\": {\"effect\": -0.0051156310364604, \"value\": 0.258819043636322}, \"40\": {\"effect\": 0.0029853573068976402, \"value\": -1.8369701465288538e-16}, \"41\": {\"effect\": 0.0037110382691025734, \"value\": -1.0}, \"42\": {\"effect\": 0.002686081686988473, \"value\": 0.0}, \"43\": {\"effect\": -0.0009427195764146745, \"value\": 0.0}, \"44\": {\"effect\": 0.00633082864806056, \"value\": 0.0}, \"45\": {\"effect\": 0.005649809259921312, \"value\": 0.0}, \"46\": {\"effect\": -0.0006005172617733479, \"value\": 0.0}, \"47\": {\"effect\": 0.001697893370874226, \"value\": 0.0}, \"48\": {\"effect\": -0.0003566692175809294, \"value\": 0.0}, \"49\": {\"effect\": 0.001491405419073999, \"value\": 0.0}, \"50\": {\"effect\": 0.0029657010454684496, \"value\": 2.0}, \"51\": {\"effect\": 0.002170280087739229, \"value\": 0.0}, \"52\": {\"effect\": -0.00044408917892724276, \"value\": 2.0}, \"53\": {\"effect\": 0.00032575876684859395, \"value\": -2.0}, \"54\": {\"effect\": -0.00017353349539916962, \"value\": 0.0}, \"55\": {\"effect\": -0.0016618866939097643, \"value\": 0.0}, \"56\": {\"effect\": 0.009463104419410229, \"value\": 0.0}, \"57\": {\"effect\": 0.002228185534477234, \"value\": 0.0}, \"58\": {\"effect\": -0.0078804399818182, \"value\": 11.0}, \"59\": {\"effect\": -0.007470527198165655, \"value\": 14.0}, \"60\": {\"effect\": 0.006208423525094986, \"value\": 0.0}, \"61\": {\"effect\": -0.013529804535210133, \"value\": 3.0}, \"62\": {\"effect\": 0.0007307578343898058, \"value\": 3.0}, \"63\": {\"effect\": -0.003458232618868351, \"value\": 3.0}, \"64\": {\"effect\": 0.0033652011770755053, \"value\": 0.0}, \"65\": {\"effect\": 0.001377325737848878, \"value\": 0.0}, \"66\": {\"effect\": 0.001423715497367084, \"value\": 5.0}, \"67\": {\"effect\": -0.0008695090073160827, \"value\": 1.0}, \"68\": {\"effect\": 0.004323079716414213, \"value\": 0.0}, \"69\": {\"effect\": -0.011351187713444233, \"value\": -4.0}, \"70\": {\"effect\": -0.0028899002354592085, \"value\": 7.0}, \"71\": {\"effect\": -0.00457592960447073, \"value\": 8.0}, \"72\": {\"effect\": 0.0013705927412956953, \"value\": -4.0}, \"73\": {\"effect\": 0.002609941642731428, \"value\": -3.0}, \"74\": {\"effect\": -0.0003595142625272274, \"value\": 7.0}, \"75\": {\"effect\": 0.005973778199404478, \"value\": 8.0}, \"76\": {\"effect\": 0.004517324734479189, \"value\": 0.0}, \"77\": {\"effect\": 0.015909597277641296, \"value\": 1.0}, \"78\": {\"effect\": -0.010544877499341965, \"value\": 2.0}, \"79\": {\"effect\": 0.0028644201811403036, \"value\": 5.0}, \"80\": {\"effect\": 0.006547220051288605, \"value\": 0.0}, \"81\": {\"effect\": 0.007340856362134218, \"value\": 3.0}, \"82\": {\"effect\": 0.0032294904813170433, \"value\": 6.0}, \"83\": {\"effect\": -0.0008901902474462986, \"value\": 1.0}, \"84\": {\"effect\": 0.004568613599985838, \"value\": 0.0}, \"85\": {\"effect\": 0.0028765108436346054, \"value\": -5.0}, \"86\": {\"effect\": 0.005423524882644415, \"value\": 6.0}, \"87\": {\"effect\": 0.005838501267135143, \"value\": 11.0}, \"88\": {\"effect\": 0.0026951837353408337, \"value\": -1.0}, \"89\": {\"effect\": -0.0031216598581522703, \"value\": 4.0}, \"90\": {\"effect\": 0.005298261530697346, \"value\": 6.0}, \"91\": {\"effect\": 0.0038623553700745106, \"value\": 7.0}, \"92\": {\"effect\": 0.0025059329345822334, \"value\": 0.0}, \"93\": {\"effect\": 0.003981411457061768, \"value\": 1.0}, \"94\": {\"effect\": 0.0038033442106097937, \"value\": 7.0}, \"95\": {\"effect\": 0.0006248485296964645, \"value\": 12.0}, \"96\": {\"effect\": 0.0018868771148845553, \"value\": 0.0}, \"97\": {\"effect\": -0.0013808958465233445, \"value\": 5.0}, \"98\": {\"effect\": 0.0007668272592127323, \"value\": 6.0}, \"99\": {\"effect\": -0.0025896462611854076, \"value\": 2.0}, \"100\": {\"effect\": -0.009966720826923847, \"value\": 3.0}, \"101\": {\"effect\": -0.00946829840540886, \"value\": -4.0}, \"102\": {\"effect\": -0.0019379054429009557, \"value\": 3.0}, \"103\": {\"effect\": 0.004038184881210327, \"value\": 4.0}, \"104\": {\"effect\": -0.00461945217102766, \"value\": -3.0}, \"105\": {\"effect\": -0.001992161851376295, \"value\": -2.0}, \"106\": {\"effect\": 0.00903282966464758, \"value\": 46.0}, \"107\": {\"effect\": 0.002942425897344947, \"value\": 0.0}, \"108\": {\"effect\": 0.004287282004952431, \"value\": 0.0}, \"109\": {\"effect\": 0.01543453335762024, \"value\": 10.0}, \"110\": {\"effect\": -0.010294795967638493, \"value\": 31.0}, \"111\": {\"effect\": -0.0238077100366354, \"value\": 21.0}, \"112\": {\"effect\": 0.06199738383293152, \"value\": 50.0}, \"113\": {\"effect\": 0.001433894969522953, \"value\": 0.0}, \"114\": {\"effect\": 0.00048355082981288433, \"value\": 0.0}, \"115\": {\"effect\": 0.0020754854194819927, \"value\": 0.0}, \"117\": {\"effect\": 0.0004314437974244356, \"value\": 0.1736481785774231}, \"118\": {\"effect\": -0.006041347049176693, \"value\": -0.9848077297210693}, \"119\": {\"effect\": -0.013572621159255505, \"value\": 66.0}, \"120\": {\"effect\": 0.005284989718347788, \"value\": 0.0}, \"121\": {\"effect\": 0.0011514874640852213, \"value\": 0.0}, \"122\": {\"effect\": 0.02265002764761448, \"value\": 10.0}, \"123\": {\"effect\": 0.0012227821862325072, \"value\": 0.0}, \"124\": {\"effect\": 0.0009791858028620481, \"value\": 13.0}, \"125\": {\"effect\": 0.000694559421390295, \"value\": 0.0}, \"126\": {\"effect\": -0.004523866809904575, \"value\": 0.0}, \"127\": {\"effect\": 0.0017719923052936792, \"value\": 0.0}, \"128\": {\"effect\": 0.0009710192680358887, \"value\": 0.0}, \"129\": {\"effect\": 4.1875940951285884e-05, \"value\": 0.0}, \"130\": {\"effect\": -0.009316864423453808, \"value\": -0.5}, \"131\": {\"effect\": -0.004223969299346209, \"value\": -0.8660253882408142}, \"132\": {\"effect\": -0.4582539498806, \"value\": 0.31774213910102844}, \"133\": {\"effect\": 0.005319138988852501, \"value\": 0.3965517282485962}, \"134\": {\"effect\": -0.012394684366881847, \"value\": 0.5612648129463196}, \"135\": {\"effect\": 0.04539325088262558, \"value\": 0.13768115639686584}, \"137\": {\"effect\": 0.026486443355679512, \"value\": 0.10000000149011612}, \"138\": {\"effect\": 0.009816325269639492, \"value\": 0.2419206202030182}, \"139\": {\"effect\": 0.006946219597011805, \"value\": 0.2749793827533722}}, \"plot_cmap\": \"RdBu\", \"labelMargin\": 20}),\n",
       "    document.getElementById('iOGQ6WY7OSKW4XLQB7XJ2')\n",
       "  );\n",
       "</script>"
      ],
      "text/plain": [
       "<shap.plots._force.AdditiveForceVisualizer at 0x7fca890a22e0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shap python package has more extensive visualization capabilities built-in. But it doesn't recognize dask/cudf dataframes.\n",
    "# Gather dask dataframes to pandas after using dask+xgb to distributively compute shap_values. \n",
    "\n",
    "# load JS visualization code to notebook\n",
    "shap.initjs()\n",
    "\n",
    "# Examine explanation for single observation:\n",
    "row_num = 11\n",
    "class_num = 2\n",
    "\n",
    "print('Actual class:', class_labels[y_cmp.iloc[row_num]])\n",
    "\n",
    "# shap.force_plot(explainer.expected_value, py_shap_values[row_num,:], X_pd.iloc[row_num,:]) # Shap values from pandas + shap package\n",
    "# shap.force_plot(shap_expected_values[row_num], shap_values[row_num,:], X_cmp.iloc[row_num,:]) # Shap values from dask + xgb package\n",
    "\n",
    "# shap.force_plot() with multi-class stacked bar-chart styling.\n",
    "\n",
    "# for class_num in range(num_classes):\n",
    "print('Force plot for class:', class_labels[class_num])\n",
    "\n",
    "# Use link='logit' to obtain probability scaling on force_plot\n",
    "shap.plots.force(explainer.expected_value[class_num], shap_exp_obj.values[row_num][class_num], X_cmp.iloc[row_num,:], feature_names=feature_cols, link='logit')\n",
    "\n",
    "# shap values add up to logit instead of probab [0 <= y_pred <=1]. \n",
    "\n",
    "# TODO: iterate through each class to plot individual class force_plot in pred_model='multi_class' case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4f6c901-9e9a-46b9-982a-12b2078653e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Balanced sampling based on label:\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "n_samples = 500\n",
    "train_idx, test_idx = train_test_split(np.arange(len(pd_enc)), train_size=n_samples/len(pd_enc), stratify=pd_enc[label_col], random_state=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "changing-tunisia",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAuAAAAI3CAYAAADa5e6eAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3gU1frA8e/Mlmx6Aqn03hQEDEUk0qUlNBGQnygKAoqCFwSVC4qAKF7hIoiKtGtBUSSEIoiIDWkSBBGVqtRAEiAhPVtmfn8sLCwpBEgh+H6eh4fszJlz3pmdbN49e85ZRdd1HSGEEEIIIUSJUEs7ACGEEEIIIf5JJAEXQgghhBCiBEkCLoQQQgghRAmSBFwIIYQQQogSJAm4EEIIIYQQJUgScCGEEEIIIUqQsbQDEEKIopCUlFbkdQYGepGcnFnk9RaXshYvSMwloazFu3nzJjp0aI/VqpR2KIVW1q4xFH/MwcG+xVb37UB6wIUQIh9Go6G0Q7guZS1ekJhLQlmLF8Df36+0Q7guZfEal8WYbyeSgAshhBBCCFGCJAEXQgghhBCiBEkCLoQQQgghRAmSBFwIIYQQQogSJAm4EEIIIYQQJUgScCGEEEIIIUqQJOBCCCGEEEKUIEnAhRBCCCGEKEGSgAshhBBCCFGCJAEXQgghhBCiBEkCLoQQQgghRAmSBFwIIYQQQogSJAm4EEIIIYQQJUgScCGEEEIIIUqQsbQDEEIIUbQcmsaZdDiRqnDiAvydrLPpqEIFX4UsG2Tb4VgqVPCDCr4Q5AlGVcfPDK0rQ41ACPEGRVFK+1SEEOK2JAm4EEKUcb8nahw8B39uy2LTQY0/k0DTwces49Ag0wa6CrvPXD5GMcCpDAVOX9yg6ajA/DjIcTiP9zTq3F8TWlaCxmFQLwjMBknKhRDiZkkCLoQQZczRZI0dpxQ2/qXz03E4nwUeBrA6rOgAOhgUSM3Jvw7FWcxti67rpFovPtTB5oAv/oB1B0FVIcMKNQJ1OtSAVpWhWQUI9paEXAghrpck4EIIcYtLzXEm2l8fgW/+0knMAG+TTobNuV9VnL3WxSXT7vxfAY4kw1+74NPfnAm5t1mnbTVoWw2aV4Ta5UGVoStCCFEgScCFEOIWk2nT2XkKvvtbY9V+OJ2p4GVSSLfi6ra+lHyXBh1Iu9hTnmaFNQfhm79A18GmQcNQndZVIKICNAqBin4ynlwIIa4kCbgQQpSyhHSdnfGw/aRO7B8657PA0+hMsjXAYMCZfN/Csq7oJd9zBn49A95mZ9yeRqgZqNM4HKoHOHvJ7wqFUJ/SjFgIIUqPJOBCFJFhw4bx22+/YTKZUBSFgIAAGjVqxMCBA6lfv75bGaPR/VdvyZIl1KpVi8mTJ7N+/XrMZjOqqhISEkL//v3p27dvgW3HxcUxYsQIPD09UVUVo9FI1apVad++Pf369cNsNucqd6XIyEimT59OfHw8PXr04MsvvyQ0NDTf9hYuXMh7773H5MmTiYqKQtd1Ro4cSXBwMK+88oqrXHZ2NgMHDqRHjx4MHjz4ei5nidN1Pd9e2kv7rv7/emXZNA6dhyPnFX5L0ImLh19Og6KAyeAc0qHozgmQl3qYKVQzeq6Ceh7brr+eaz0uuCbnmwadLLvCviTYlwQqzmtnMoBdgyDvVMyqczx5VX/nyix2DRoE6ZTzUvD3AD8zeJoL2a4OmqZjMCjoOjgcGs4Vdx0YDAZ0XUPTwGBQAR1N0y5uv/zcwj+nx/5a97KmaaiqWrjfD01DyafsldtyXWNdd/4SXFW+EMHDpd9HZ4W59uVVd64yhd1+NU1zlrvUTn51XNqX1/lequOS/NrVNOdEjEvHX6ojvzbELU8ScCGK0JAhQxg6dCgAp0+fZuXKlQwePJjXX3+ddu3a5SqTl6ioKCZNmoSmaXz99ddMnDiRqlWr0qxZswLbNhgMbN68GYCcnBx2797NrFmz2LRpE++//z4mkylXuRuhaRqrV6/G39+fmJgYoqKiUBSFyZMn89BDD/HNN9/QsWNHAGbNmkVQUBCPPPLIDbdXEn5+9Q9OfJtIvf+ryh2PV3fbd+rLU+ybtg+lRgBJ2QYUdMyKRtupDQiq71tgvd//rfG/PfB3MsSnwYUcZ/rqbdbJsF4xCfKKMdxq7tmR16Rr5MqLtau3XZU7a3nk0rmbvTqpv/Yf92vVoV0s4LjYY34mDdB1jl9wT55UQFV0UMCuOy+Kp1HHYlQwquDQnUslehjAYnQup3jaqhK04wwRp85yum4Q8/3CQFNRdB1vh0K6hwEwgKqDh4GwpAxMmo7B4uCs2YhiddA4NRsvRefZhzy5u/7t/SfSunAv1pe2YLivEpal3VEM7l8NcmLIFmxrjuLw9iDHruJR148asW0w+Jgu17H+KBnDN0GOHbuuoFXyJ/OMg/KvNcPv0do4jqaS3GsderadgM+7kDlnL7Y1f2FAw9StGuWifPF7dhH2O6uQsuJ5dMVA7QnHOPrQm3j8tx2mB+vmDjzLhuWBxah7T5HWrxVZSw/jQQbeb7XGOuBeTOt+w2vER+Brxnj2JDkDWpP+1hWvuTY7/gNmYtp2gPTXBpH9aLvL+yZ8A4t/gceawGud8rxuSnoW/p2nwaEMUED1zoGMLLyf6ETG5AH4PzQT05b9pL8yAMuKbRh3/wUGAxkv9MF7RgzYHGS8+ACe//sW9XSy+3PSviGpy5673NaFDAJbvYCalIo9ohY53e/G+5XPXPuzB7fHXqcCPhOXgq6T07MFae8/VZinX5Sy2/vVRYhSFB4ezlNPPcXZs2f5z3/+Q9u2ba/reFVV6dKlC//5z384cODANRPwK3l4eNCyZUvefPNNBgwYwNq1a+ndu/d1nkHetm3bRkJCAjNnzuTZZ5/l8OHD1KpVi5CQECZMmMD06dO56667OHDgABs3buTTTz9FVYv/O78CAjwxma7/Jc2e4+DEN4kAHP/qDG2fb+S2P+nrBHSbTvJZO5rFeR5Wm8bZuFTq31ehwLpXfp3JukPug7VV5arhJIXqsCqpXq1iaKewvYlX0RQFDdwy+iy74hrqoirO1V/c+Bh4Of4sKhB06Dw0DXOGoChkmq64BzUdow7mi+8GztoV0oFyNh0PTccBxO3X6XJf/m+wgoMLfvN1q8kr3lPLD4Jdw/HtcQKzdUzV3Msc2ngKI2DLcKAD2XtT8DhuJbBNOVeZ+DVHIduB895RsZ/MBMxkf3GUms815dznf6HFZwCgfnWSnNV/Y3Q+s9i+PIpfdhpKjg3TriMEnzlPjsGXjAPOJ1aJPUzwUxG54nbEHScn7rjz59VHQFfIwYfyn+7E/5ku2Ff/ip5tdy54jwHPZT/h+eEoMBqcFRw4BZv/AMB3xVZ8n+vhqjvp41+d7xKX7iV4YZ+8L+bvx3AcOoeG18WPejRAx+uTH/F6rgf88Luz7qU/wh8nnMfYHfh8/L1zaSHAZ+kPcFXyDeDx7W8EexjAz8u5YdchSEoFwBR3GFNiilt5z09+hAaVXe9sLbE7sHw0CnzcP+XMT1m7j28nkoALUczuv/9+Vq9ezbFjx67rOIfDwcaNG0lNTXUNYbleVapUoV69evz8889FloDHxMTQqlUrWrduTZ06dVi5ciXjxo0DoEOHDmzZsoWJEydy9OhRXnjhBcLCwoqk3WtJSbk6Gyu8Gj0rcGJTIjX6VCQpKc21PTjYl7CeFTi3L5nQyh4kZqlg17D4Gwm5x9+tbF5ycrQbjsldwUM/rrPDvIBmrk6Wb2QYy1Vu5CPxG2yyUyU7WyuHEhF/lgt3lHettajqOl42B+kW51AsVAW7AtkGBQ+HTkUPnQueYMtWyMlRCDDqtGqo5Pv8Bgf7XvO5v5XkF68y+A74OwVj28oke6ooV5Xx6lON7E8PYwo0gWLEUt8fazUP97oerIXy3XH0lCxUhx1T3QDsCTpej9QiKSkNx70hGOoFoGc60HtUxZKQjnX5IQxomHvXJLWrH757/sbesCoXKgahKyoXmngTeFyDgfXzvs7hvnh0qINh90mM/etjX/gHZjLIGtqB1KQ0jP0i8PrxIHgZUVOyyHyoNRnJmZeP9/fBr3sEpq1/kv5IO3KubOPJZrDoF3i8af7PcfUw/JtWQtlzFhTQAzzAppIxtBOZvt74RTfDtPkP0ofdj8eqHZg3/4nuaSLjqa54T16Gkm0jfUQXPBd+g+GvM25V5/RqQVqOAy62rdStRGC1ENRjiVjb3klOVAS+Y//nLGwxkfXE/dhrheHz/EcoDgfZD0WSnmWHrGvfn8V9H0tyXzBFL9RAKyHEtQwbNozmzZvnGl7y999/8+CDD7Jw4ULeeecdfv/9d9dwkEu+//57ACZPnsyGDRvw8PDAYDAQFhZG//796dGjBwWJi4tj5MiR7NixI9e+F198kQsXLvDOO++4xoD7+LjPfhs8eDCDBw++5hjwpKQkoqKimDFjBm3btmXZsmXMnz+f9evXY7FYAMjMzOTBBx+kYcOGvP7669e8bkWlOP6Q3OwfqO0nND7/HQ6dgxOpkJB+6QtynJMW7Zfy8ysSTgPOL89xUcBgUHDoV431vIKqXB7a4SzjXAfcoV9V6IqGVANoV41JUXT9cjKfx1+GwoyOuVYZFbj6bcmlY8wG5790K3iZnOdkdThP2WJ0Tur0NDpPxaZBZT/wMF4egjKjY8mM3b5dEvBb1ebNm+jTp1eZirmsXWOQBLy0SQ+4EMUsISEBgICAAAAee+yxAseAd+vWjUmTJhVp+1cm0waDwZXwX69Vq1bh7+9P69atAejatStz5sxh48aNREdHA+Dl5UXFihWpVavWTcde1rWsrNKy8uXHuq5zMlXn4DmF3xN1dsXDj8ed4789jc6k3FGM63mXtkupseHi3DGLEcJ9FUyqTmQV53KFYT7OcnWDINAC/hawGGVimRDi9iIJuBDFbOPGjYSEhFC1atUSb/vEiRPs37+fqKiom65L0zRiY2NJS0uje/furu0Oh4OVK1e6EnCRP0VRqOyvUNkfOtS4nFSmW3V2n4afT+l8tg/iU509wVYHWItqFEsJM6nOBDvNCuU9nV9jf3cFqOYPdcpDgxDwMStlsudQCCFuliTgQhSTM2fOsGrVKtauXcv06dNLdFkzq9XKnj17mDVrFrVr177uBNxms5GTc/l7zA0GA9u3bycxMZEPPviA4OBg177Dhw/z9NNPuyZjiuvnY1aIrAqRVRXGtgK7pvNbAmw+qrP8D53DKReHrdiuGlZyC/Exg9Xu7NluVRlaV4Gm4dAoFHw9pAdbCCGuJAm4EEVo0aJFfPjhhyiKgr+/P40aNWLRokXceeedbmU++OADt+OmT59OZGTkTbXtcDiIjIxEVVUMBgNVq1ala9euDBgwwLUO+JXlrlS7dm0WL17setyrVy+3/ffccw8mk4k2bdrkmhAaFBREo0aNWLFiBc8///xNnYNwMqoKTcKhSbjCqHsgx+78op5Nf8P6Q/BXMvhe/JKb0sjHjapzyEy6FYK9oFsdZ8LdrIJzSIkQQoiCySRMIcRt4VachFlckrM0dpxS+PZvnW//huMXnOthO/SLEzuLcBKmc91ycGjOITENQ6BzLWhZCRqHgXchvyAnP7fqNS5IWYu5rMUrkzBLhkzCLF3SAy6EEGVMoKdKl1rQpZYz+T2dprH/LBxM9eDr/Tn8choyrc5hIQqQY4erv8lev+qRqji3eJucQ128zc6kvnd9Z8/2XWHOb6r8p3xDpBBCFCdJwIUoA86cOcODDz6Y576uXbsyYcKEEo5I3ErCfVXCfaFfsIXhdzm/+Cc9R+dEKpy4AEdT4NujUMkPMm3O1VYOJUO1AJ1KfhDk6UzU/T3gnsrOiZI327MthBAif5KAC1EGhIWF3dTXx4t/Hh8PhfrBUP/ifNlhub9Q8CqScAshREkp/u+HFkIIIYQQQrhIAi6EEEIIIUQJkgRcCCGEEEKIEiQJuBBCCCGEECVIEnAhhBBCCCFKkKyCIoQQQpQhyrlUlNRM9CB/dG8PUKUvTYiyRhJwIYQQ4halpGZi/vY3PP+7GiXbiuFMCmRZQVHAqILNAQYVe0RNcto3whZRG3uzmmAxl3boQogCSAIuhBBC3EoyrRiX/ozP+6sxnj6HbjaipGe7rdSuK6DYHM6fHRqmHYcw/vIXaBoYDGT3uYfsgfdhb16rdM5BCFEgScCFEEKIW0DmtlP4ffozplW/YbBlYNSSUDQNxWpHVwC94OMVmwNdVVGsdiyf/4THqh3OpH18L9Q+96CFlyuBsxBCFIYk4EIIIUQpcVg1Tn2fwMFPjnP3D1sxZSaj6DqgoavKDX8/qaLpKFlWZ84+YyXlXl+JvVowWaOiyOnRHDxMRXcSQojrJgm4EEIIUYJ0XSf5UDqH15zm1JenMJhU7FkOjIp+MfkuQgqQbUMBjAdP4/vsInzGfUBO16ZYu92NtWtTMBqKtk0hxDVJAi5EEVq4cCHvvfcekydPJioqyrU9Ojqac+fOYTAYMBqNVK9enSeffJJmzZpdV5n8rFmzhilTpmCxWFBVFbPZTM2aNenSpQs9evRAvbhKwpXlrvTggw8yatQo4uLiGDlyJDt27CiwvalTp7Jq1Sref/99mjZtSk5ODoMGDaJDhw4MHz7cVe7s2bP079+fcePG0aVLl0JdQyFuR5pD5/zBdA6tjSdhZwr2HA1HtgOTXcdud5RMEBfHjSs2B5YV27Cs2Ibu5YHtvgZY76mLNbo5WsVyzgmeQohiJQm4EEVE0zRWr16Nv78/MTExbgk4wMSJE+nWrRtWq5V58+bx3HPP8eWXX+Lj43NdZfJTsWJFYmNjAcjMzGT79u3MnDmTLVu28J///CfPcjciIyODr7/+2nWeTZs2xcPDg2nTpvH444/TqlUrGjZsCMCUKVNo1aqVJN+3kN1nFTYfUzBdsHJibyqmoxkkqibOB5rxMBvJNJvwqeHJM3dpHP8phazzOVQL0LEpKq36h2Ayqxw/aWfvQRsnclRqe2m0aWXBZHImbdm/nif7t2T8eldF9Xb/E6PrOmmxJ1D9TPh0CHdtt5/LIW3tCbxaheBR2++mz9F+OpOsr0/i2a4CxirX/t3JiyMxi+z1x/GIDMdYww/r9jM4jqZh6VODnKOpZHxxEEvnyqihnmSuPo7iZcCrUyXX8bv353D4twxq2TL5MyYeJdOOblBRrY7Lw0p057DuS4+v7vzW9Mtf1qHruA1Hceh5/wHXNB23/uwr6tS1y3UogAMFQ2YOHl/txvzVbvSpy9FMRqyVgkkNC0PpdCfG+mH8usvBuSQFPA2EZmVQ86EqpO3LIDkHvOr5EtqsHHuXnsK4JZ76ja0E/rwLR7UQki2V8Pj9LwJ//QXdzxPrfXdi3nkIzWLGGnU3emggOT2bX074bXa8J3xEux9+heVHMQ5uj71+RbxmxqJk23BUD0VJy8Rw8jyZ/4rGcDAe9XQy2A3YG1bCeOQUWpAftrZ3ul0T07aD6DG/k3Nax1M5jzXTQE6jOqh1y6P4mVDsGmrX6phW7kX3MaMmZaAHmDFkZJPzQAQcTUFdvBM9OQdt/H0otcq76lbOpGKetgFb77ugQx0ADPtOYdh9HGuvJuDr3tlxo3S7hmPFAZRKvhjurQRr/gSzATrXKZL6RcmTBFyIIrJt2zYSEhKYOXMmzz77LIcPH6ZWrdwrEJjNZnr06MHSpUs5fvw4DRo0uKEyBfHy8qJ9+/YEBAQwbNgwtm/fTsuWLW/43K60fv16zGYz48aNY8qUKaSkpBAQEECdOnUYMWIEL730Ep988glr167l6NGjfPLJJ0XSrrh5pzIUotd7YNUUwpJyGHDwAsleXvjoChnpCnajghk7exWd13el0vr4OUw2GwdycgA4G2+j44iKzH77AjY7JJiMfGI2Mjohjb79/LCdyeJY9Lfo2Q4ytyZR4R33ey550SESJ+wGoPJnbfBuFwZA/NCtZG5JRA00U+vXHqiWmxsSkTjgW2x/pmCo5E2lX3rfUB3nHv0W266zqEEWgpZ3JLn3enDo2Pcnk7T2JLbjaRgXH8DrsXqcH/8zAMEft8Xr/krs/T6Z32YdxKaq/O7QMNidSbdi19wS7qtpBYw+KWyf9M0MYFHtDlS7A+Ohk3geOolt668oBoWWmoH3mg0BXSfe7iD7s81cMFtIrOx8s+TXJhyvpfsxOjTOfnWI8OxfSaISZ7FSnb0YSYEzKZgOnna15bHjIABp51LJHtIJAO9xH+D1yY94ARzdQsDyneS0r4tl455csZpX/4whJQMADQu60RPVnoKCTkrsi9ha1QPAsO8E3r3mcE6vCigonCWY08RvTiAHXxQ0VHQ8O4XhufGXi8+PhgnnqjPGXcewxvyNmuF8bN14GO3vca44vDq/jfF0MtrnO+GHsSihPvhGzUHJtGL6bj8Zix+7iWfkMvubO7DP2gkKWMY0wTjzRwAcix+AqHpF0oYoWZKAC1FEYmJiaNWqFa1bt6ZOnTqsXLmScePG5SqXnZ1NbGwsZrOZ8PDwPGoqXJnCaNq0KcHBwezcubPIEvCYmBi6dOlCx44defPNN1m7di0PP/wwAP/3f//H1q1b+fe//82uXbt46623CtV7XxQCAjwxmYr+JS042LfI6yxOBcWbYtSxac7hDmbNgY7i6n1Ur0jdjLqO6WI26DYm2a7g5++F3ZEMgEHXcSgKCkaCg33JTocjVg0Aky13LFn65cTax2Ak6OJ+Ndt5DNkOgsp5Y/C+uQmCpzOd56hkOQgK8kG5gSEV57I1bBdj8jebOe9wXgezXScj3eqMO8uOFyrnLx7joxopH+yLUU/FrqhYHNpNnUdpUgCzwwYO0FX350PXQFMvX1PFpqNevF9UnNfecTG9ULEX2I6vruN76T7JsV7ZCoqmYcm25nmcwWq7IlYdrrjWAUYFLtVpMWLTFS69hdEvfqag4v7cGHMcrvO+XBosNge2Kz61UGzu91SO7dLwIZ1ADxMGPwsOq3Obh9WBVxG9fiRrCmnOZrBYNddV9VNVPG6ijbL2+nY7kQRciCKQlJTETz/9xIwZMwDo0aMH8+fP55lnnnGNt54+fTpvvPEGGRkZ+Pj4MGPGDAIDA93qKUyZ6xUSEsKFCxdcj+Pj42nbtq1bmRdeeKFQw0T27dvHwYMHefnllzEajXTr1o2VK1e6EnBFUXjllVfo06cPffv2pXHjxjcV+/VISckq8jqDg31JSkor8nqLy7XiDQCWtFP5+pCC6mXkfIoFzwtWzpvNJFiMqEYFm8mIT7CBPpG+pHyfQ84FGyGeNhxGI+2Hh6GQzRODffn5dxtHclS6eDno0tnL2a4PVPzgXrJ/OU/gkNq5YvF4pBrBWVZUXxNaZHmSktIIDvYlZF5zPD79G+92YZzPzIbM7Ju6DuX/dx8ZK4/iFVWFs2fTb6gOv/fvw/jZYSz3Vyazti9+77XBcfgCphF3UnNoQ+I//hOvPjVQa/kRkJaD6mXE0SGUpKQ0fMw2PFTduYqJ3b1PuqC3AqqSf/91QT3nha3/eukK6J4eYIeA8gZUg0KI1UbdeU1I+TWTQCv4NA6kUscQ4nBg2HUGv2q1se9Nxr+CP1aLP1n7q+J9KgPdbMR+V1WM+0+B2UROmzvQaoaTNagdXLxPlDcG43c6Ge23o1jqVOXCiM7YWtfF57klKBk5OGqFoyanoSamkjGpH8a9R1GPn0XXzdgbV8F05CRaeV+ym9d11UmtcDzm/R8eH/9GzlkFAzbO59yJtVZdTE1DncOkdLANrI+6JATdZEBJzcZqUVDsdrKHt4UHE1H/uxk91Yp9Uke3e0pZ9jiWCWswd72D5BrOZR6NHw/BuP0vch67F72IXj/0UU0xmhWUyn7k9KmDUs4DPAykdql9+VyvU3G/vklyXzBJwIUoAqtWrcLf35/WrVsD0LVrV+bMmcPGjRuJjo4GYMKECXTr1o2zZ88yfvx49u7dS2RkpFs9hSlzvRITE4mIiHA9rlChwg2PAY+JiaFu3brUrVsXgJ49e/LJJ58QFxfnaiM4OJiAgABq1659U3GL4tGtika3KgBGeDAsn1K6c39E3vsb3mGm4R15f9Oib+eK+HaumOc+1cNA+VH1c2031/Al+N+Nrh18IZnvCMR8x829cTXV9sd/4t2ux559arp+9qpZHv9qXq7H/s/c4XZs5XvK0eUND5L/yiTpzzRO/XQWLUdDNSnYM9wnXF6ZMF/dU69esfa3ctU64IZ81gVXVcV9LMuVdahwZcevalCcg8kv0rw8UKx2tAAvHNVCsN13B44aYdgbViW6/uXx7QDe3eHKZznylbqA83UhmV4AeF7cdy53mHnSfT25EDuBzZs30adPL6wXk8O0JaPyLG9vXN3tsY0meZbLebAlPNgSA3DpbbpnHuWsYzvkHVhkdRyRzrbUq3bpjSqStXYEPsG+rkTY3r4+9va57/ObofiYMT3X4nK7I4vmE01ReiQBF+ImaZpGbGwsaWlpdO/e3bXd4XCwcuVKVwJ+SVBQEC+//DIDBgygQ4cO1KuXe/xeYcoUxp49e0hKSirUSirXkp6ezsaNG9E0jc6dO7u2K4rCypUr3ZJ8If7JFFWhfG0fytf2oVbnEHi2JjkXbJzZfYGDq+NJOZiOalSxZxY8PKPYaTq62YijZhi2JjXI6XcvtkbVwKdoJg4KIfInCbgQN2nr1q0kJibywQcfEBwc7Np++PBhnn76aQ4fPpzrmKpVq9K1a1fmzZvH3Llz86y3MGXyk5WVxY4dO3jzzTdp06bNdY//zrk46e4Sg8HA+vXrUVWVTz/91G0Zw0tDby5NxhRC5Obhb6Jq2yCqtg3CYdWI33GeQ7HxpMSdRTUpaNYiXv87LzroRhVUFdudVbDe34TsR9uhl5ehAkKUNEnAhbhJMTExtGnThvr13T9yDAoKolGjRqxYsSLP44YMGcIDDzzgNnzjRspccurUKSIjI1EUBZPJRM2aNXnsscfo1atXnuWuFBkZyfTp0wFnz/29997rtr9Pnz7s27ePXr16UamS+0fRUVFRLFy4kDVr1jBo0KACYxRCgMGsUjkyiMqRQWSfy+Gv1fH8teIEWkHLoNwMVUG3mNE9TGQO6ehMukMDiqctIUShKLpe1F+7JYQQJa84JhPdbpMwb0USs5Pu0En57E9CP92KYc8pDLYMLJxFubhqja7AlXM0dVVBuZiwu60lrqoomnOgt2Yxo1htKA9FkjyoLfYmNcrEl+xcGgNelu4LuY/zrl/kT3rAhRBCiFKmGBQCBzbAOrAByqkLGN/+Ho/PvgKH3bnEnrWw48V1dAVsLeqQ/Ug7cro0Jbh6MPYylhwKcbuTBFyIMmD37t2MGpX3SgCPPfYYjz/+eAlHJIQoLnpFf2yv9eTc9B4YDp3GvP4XPOd/hZJlRcmxX1zlREfzsYDDgZJlw1GxHNZ762OPqElOu0boVYOv2Y4QovRIAi5EGdCkSRM2b95c2mEIIUqSouCoU4GsOhXIGh3l3JSehfrHSdTz6WhVgtD9vdD8vMA3r4X1hBC3KknAhRBCiDJC9/HE0bw2jmsXFULcwq5eU14IIYQQQghRjCQBF0IIIYQQogRJAi6EEEIIIUQJkgRcCCGEEEKIEiQJuBBCCCGEECVIVkERQgghROE4NIzr96GmZWPYchjd14JWPRjd34KtZ2OwmEo7QiHKBEnAhRBCCFEgw94TeL60CsNv8ShpOegeRue3c+qAQQVNgzHL0UN9yJrWC9v9d4DRUNphC3HLkgRcCCGEEHkybfwVr9e/xPDnaTS7GQBdASXHjq4qKLoODg3doKDY7Kgnz+P99FLO28pjHXov5lF3owZaSvkshLj1SAIuhBBCCDfGrfvxfjMW00+H0FULaIU/Vk3PIUvxxD5/Hwn/+4us9jWpMqEhXjV9iy9gIcoYScCFEEIIAYBy+DS+07/AvDbu4hYjKDdYmV0nw2Lk7LbznO39I55+JiqPrke5LuEYfWWsuPhnkwRcCCGE+Iez/5pE9sw4Kn+1AoPBAaqCounoRVS/nqNhO53N36/8xh9TfsO3UQD+TQIJaheGX6MAVJMsyib+WSQBF0Vq7969LFiwgL1796JpGlWrVmXAgAFERUUBMH/+fBYvXozZbEZRFAIDA4mKimLo0KEoSv7dLHFxcYwcOZIdO3YUuH3y5MmsXbuWyZMnu9oEeOqpp7jrrrsYPnw4ABERESxcuJDGjRsDkJOTw+LFi9mwYQNJSUn4+PjQqlUrnnzySUJCQgCIj4+nR48efPnll4SGhrrqvnr7led4pVGjRvHggw9e8xru2LGDDz/8kN9//x1d1wkNDaV9+/Y8/PDD+Pj4uMotXLiQ9957L9e5AkRHR3Pu3DkMBgNGo5Hq1avz5JNP0qxZs+su8+STT9KtWzfXeVosFrfnqnbt2ixevNh1XT08PFBVFbPZTN26dRk9ejR169a95nkLIUpW+rEMMlYeJ/OjQwScjEcBVDQUh4ZuUKHI0u+LFNAyHeBtIG1vCmm/pXDqk6PoDh2Tvxnfhv6Y/M3ooQ4SwxJwhJmkp1zctiQBF0Vm+/btjBkzhsGDBzN16lQsFgubN29m+vTpnDp1ypX83n333bzzzjvouk5cXBzPPvssISEh9OzZs0ji8Pf3591336Vjx45YLNee/ONwOHj22Wc5d+4c06ZNo169eiQkJDB79mwGDx7Mhx9+SFBQ0HXFcOkcr9eaNWt4/fXXGTFiBFOmTKF8+fKcOnWKZcuWcejQIZo0aQKApmmsXr0af39/YmJiciXgABMnTqRbt25YrVbmzZvHc889x5dffumWxBemzNVWrFjh9gbkavPmzaNx48ZkZGTw6quv8txzz7FmzZrrvhZC/FNlpNjY9N5pVAN0GFEBT9/cf6pP/J7BV2+dxOShUjMygOO/Z9E8uhxqgJl1S89i/jORM16enKwdwpzHwTMU4n9N5cd5x0hPysEr20ZwQioV4lMxazZ0FBQu93hrDh2D62fnl4boXByNcrGQQ7+cRGgOuHLNk0v16Ffk8PrV48h1Hd3m/NGabOX8j0mg6yi6zg8LvnXWqyjYzEZQFXxtNgKaBBL2RG3KtQrOdU1MP/yO95TPOOcXxq69FfDIcpDuY8JquRilGXAooOkoRoVaY+tTaWC1Ap+L/Pw9/xCJmxKoPqwmIR3Db6iOm5G88xx/Tt2HPdVGSKcwQruGs3vEz+g5ebxpUsAcZObO15sQGFH+mnXbM+z8/u9fsafaaDClEZ6VvIrhDIR85iOKzIwZM+jcuTPDhg0jICAAi8VCp06dGDNmDIsXLyY+Pt6tvKIoNGvWjBo1anDgwIEii+O+++7D39+fTz75pFDlN2zYwO7du5k5cyZ33nknRqORihUr8tprr2GxWHj//feLLLaCZGZmMnPmTAYPHsygQYMoX975QlmxYkXGjh3rSr4Btm3bRkJCAq+88gp79+7l8OHD+dZrNpvp0aMHGRkZHD9+/IbLXC9vb2+6devG6dOnSUlJKZI6hfgn+PP7C5z8PYPjezM4uCU1zzJbP0nAlqWRkWJn1/oLJB238tPyc3yzIR3jH2fxTc+mdmIy8VaFrz9xvvZ+M+UQ2UlWvLKtGDQNVcc9Q75OVx6pX/UBZl7VXl0mzzoVBV29mJooCgrgYbXjkW3DatdJ3Hme/RN/zfNY7zdiMP12jMAtv+KTZsNk1/BJt10uYMX5rkEH3abz97yD1w4oD7ZUG3+9c4j0A6kcnl10f7uux1/vHSLrWAa2ZCunPj/O4f8eyDv5BtDBmmTl7/fy/ztxpaRNZzj7XQIpu85z8rNjRRi1uJL0gIsicezYMU6cOMGLL76Ya1+XLl2YOnVqruEjmqYRFxfHkSNH6N+/f5HFoqoqo0ePZvz48fTq1Yty5coVWH7Lli3ceeedVK5c2W270WikU6dOrF27tshiK8jevXtJT0+nS5cu1ywbExNDq1ataN26NXXq1GHlypWMGzcuz7LZ2dnExsZiNpsJD8+7p6YwZa5XWloaa9eupVy5cgX2qBeVgABPTKaif0kLDi5bKzeUtXhBYr5ag3vglzVnUVSFBi3KExyc+/en/r3l+On4aWcslT1IOpFDvWb+GCr58O0uT3wzM8kxGrEajTRo6ueK90bnU16LclXupyjc0AgW5XI/ez4FFFRVyfv6R0XAzsNYvb2w5SiY7DpWj/zXIg9uHnxDz6NeXqf83eU5t+sclTpUcNVRkvdxlU6VSIk7D4BPNW+qdq3Mb3tTrnFMxVwx5hWzx30VOeT3J44sB9U6VSqTv59lgSTgokgkJycDuMZLX8lkMhEQEMD5884Xi127dtG2bVtUVSUoKIjhw4fnOYTiZrRo0YK77rqL999/nxdeeOGasQcH5/44EyA4ONgV9/W4dI5Xmj17tmvMeX5xXGqzIElJSfz000/MmDEDgB49ejB//nyeeeYZtyE306dP54033iAjIwMfHx9mzJhBYGCgW12FKXO1fv36uY0B79Kli9s1HjVqFIqikJGRQWhoKG+++SZGY/G/1KSkZBV5ncHBviQlpRV5vcWlrMULEnNevELhkbdqgwImbz3Pthp1C6DSXRbMngY8/YxkXLDjV945XrpuvRo40ipxJluhbzkDteqVIykpjUYPhnMy7gJpB2womgbKFYnyVQmzouJaevDyz86Cl4qrV5a/+vgrt1+kKlf1jCuK65hcKbeioHqoaFbNFZtqNuAR7km51sF5X/8nu6L2bIEj0IfqhzLI+jsNz/M2Klf0RAH87wokOz4L1WIAXcevQcANP4+N5jfDejYHS7gnSUlpJX4fBw+oxL3tgtCsDjxCLBg8DLRqV55jnx4lJyGTnPM5GL2MVOpZGZOfGc/KPlhCLW4x5htzgEKr9W3RrBqmch43fF6SuBdMEnBRJC4lbYmJiVSrVs1tn81mIyUlhcDAQJKSkm5ofLTRaETTNBwOBwbD5R4Nu92eb3I3evRoBg0axIABA64Ze0JCQp77kpKSXD3ol9qx2+1uZS49vjKOGznHS9cwKSkpV2/8lVatWoW/vz+tW7cGoGvXrsyZM4eNGzcSHR3tKjdhwgS6devG2bNnGT9+PHv37iUyMtKtrsKUudrnn39e4BjwOXPm0LhxY44fP86zzz7LkSNHaNSo0TXPXwhxmcXn2t8iWa7i5Tfcl5JvAP8AAwR4cvVnf40HVKDxgArouk76qWxOrzsFHx2GQ8nOL9ThysT5ckZ9KYlWLu69tEu9Okl3XN85XmpQURV0h45iUjB4m7BXdVCpSgV8WpbHGGDCq4YPljBPVOO1R81qFcqhAH6NzPg1yt2ZYAn1vIEgc1NNKpbwoqnrRllC3ec4eYZ7UW9MgyKp2+gjk1+Lm4wBF0WiSpUqVKxYka+++irXvg0bNqAoCi1atLjh+itUcP7ROHXqlNv2kydPUrFixTyPqVmzJt26dWPOnDkF1n3PPfewb98+Tp486bbdbrezceNGV9xBQUGYzWZOnDjhVu7EiRN4enpec6jLtTRq1AgfHx82bNiQbxlN04iNjSUtLY3u3bvTuXNn+vXrh8PhYOXKlXkeExQUxMsvv8zHH3/M/v37b7jM9apSpQoTJkxg1qxZJCUlFUmdQoibpygKvpU8qTOsFnU2d6FqXA+MD9UHH1NRr3uSN92ZbJtDPKjQvyr132hCszVtuG9XV1pvvh/DcDP3LGhNWI9KBN0Xilcl70Il30KUJXJHiyKhKArjx49n/fr1LFy4kAsXLpCdnc0333zDrFmzeOSRR/JNlAsjJCSE5s2b89///pezZ8+i6zoHDhzgo48+KnD4yogRI4iLiytwkmeXLl1o1KgRY8eOZd++fTgcDuLj4/n3v/9NWloaQ4YMAZxjy7t168b8+fM5efIkuq5z8uRJ5s+fT1RUVIHLKBaGl5cXY8aMYcmSJSxdutQ1JOX06dPMnj2b3bt3s3XrVhITE1m8eDFLly51/XvrrbcKnIxZtWpVunbtyrx58/JtvzBlrldERAR33nknCxYsKLI6hRBFy1zJG9/ZbfDf9wipw6PR/L3AcR1ffVkIikkFDQJaB1PnhTu498dOtPqmI3X+fSch94fjXc3npl9DhShLZAiKKDL33nsv7777LgsWLOCjjz7C4XBQpUoVRo8eXSRLDL766qu88847DB48mLS0NIKDg+nbty8DBw7M95igoCAefvjhAlcyMRqNzJkzh0WLFvHvf/+bxMREbDYbd9xxBwsXLnR74zB27FgWLFjAyJEjSU5OJjAwkPvvv9+VpF+ya9euXEM5HnzwQUaNGlXgOfbo0YOQkBA+/PBDV8yhoaF06NCB2rVr89JLL9GmTRvq16+f6zwbNWrEihUreP755/Ose8iQITzwwAPExcURERFxw2UeeOABtz+Uvr6+rFu3Lt9zGj58OMOHD2fQoEEFDq0RQpQuxcuEfWpvzr3YDZ8XPsKyegdk3VyfuKqA0VOl4hO1COtdGY8iGgIiRFmn6PpNrEEkxG1q1apVzJkzh3fffZc6deqUdjiiEIpjAlRZmyBY1uIFibkk3Gi8yoUMvF9Yisfq39BR0GzOccG64lz1RL/4bZkAukFBcWgoaKAoxFMVe9VgzP9ugalbdVTTtce0X7J58yb69On1j7jGpam4Y5ZJmAWTHnAh8tCzZ088PT3Zs2cPtWvXlo9GhRD/OLq/N+nvDiPjtUws8zZifm8LGI2QkXOpxOXCmo7u7YGSmY21Z2O8h96Ho1k1ee0UIh+SgItbRn6rbzRp0uSaEymLw/3331/kdY4aNYrdu3fnuW/z5s1F3p4QQtwsPcCLrH/3JOvFaAy7juPx5tcoVjuGP06jm41oob7o/p7kPNkW+z01wNsDKL41x4W4HUgCLm4Z/4QEtDTeSAghRJFQVRzNqpH52bDSjkSIMk9WQRFCCCGEEKIESQIuhBBCCCFECZIEXAghhBBCiBIkCbgQQgghhBAlSBJwIYQQQgghSpAk4EIIIYQQQpQgWYZQCCGEELeU7NX70UatheOpYDbA/CjUbvKtxOL2IQm4EEIIIYqMzaaxY0c2pw5bMSoalSuo1KjrgV+wCds5K44fThD07U6MhxIgW8Pu6YkW7IcW6I2eYqVl3EkuZPxyucIcBwxehfZZX9R21UvvxIQoQpKACyGEEKJIbN+VzbKlaRg0DU+7A7PDwanMLPZmZWHJyKLi0fPcnfQ3PuzHhjcOVFTS0P5MRkEBVIyo6BhyV97/C7S/RqH6eJT4eQlR1GQMuBBCCCFu2v++zGLxZ5n57ld0HVXTUdBvvJFun9z4sULcQiQBF0IIIcRNmfmllQ1bbMXf0P6zaGsPFn87QhQzScCFEEIIccNeWmtlZZxWcg0+vgo9Nafk2hOiGMgYcFHi/vjjDxYtWsSvv/6KzWajfPny3HvvvTz66KO8/fbbrF+/HrPZjKqqBAcH079/fx588EHX8cnJycydO5dt27aRnp6Ol5cXdevW5aWXXiIoKKjAtocNG8Zvv/2G0eh+6y9ZsoRatWoxefJkDAYDkyZNyreO7OxsunTpgr+/P7GxsSiK4tq3Zs0apkyZgsViAcDPz4/27dvzzDPPYDabyc7O5p133uHbb7/lwoULWCwWatasyXPPPUetWrWIj4+nR48eWCwWt3pr167N4sWLAYiIiMDDwwODwYCiKISHh9OiRQsGDRp0zfMfNWoUu3fvBsDhcGCz2VyxAsyZM4eff/6ZX3/9lXfeecd1zX755Rdee+01OnXq5Cq7b98+Bg8eTHh4OGvWrAFg8uTJrufvStOnTycyMrLA2IQQRWffOYXyFp1w7/zL/JWqsPMMlLc4/53JdC44EmSBQA+dxAyoHgB/pyrUK6fjY7p87NlM2HBIZ84OnbQEnXLFfkbuHBHz4YVWKBU8OPKHRmjPGvjX9C3hKIS4cZKAixK1fft2xowZw4ABA3j++ecJCQnh7NmzxMbGsmvXLgCioqKYNGkSmqbx3Xff8cILL1C9enUiIiIAmDRpEj4+PixdupRy5cpx/vx5tm7dWugYhgwZwtChQ2/4HDZs2ADAmTNn2LFjBy1btnTbX7FiRWJjYwE4cOAATz/9NN7e3owYMYKZM2dy7NgxFixYQHh4OGlpafz8888YDO4TjlasWEFoaGi+McybN4/GjRujaRqHDh1iwYIFPPTQQyxZsoRKlSrle9ycOXNcP69bt453333XlTxf8vPPP+c6rnr16qxcudItAV+5ciXVq1cnOzvbreyl508IUToW/2nghW0mvIw63/ayEhycu8zWMwq9vzSh2y9uUAEUUBTQdQxWOw67jpcZMg1G7gzS+baPc4jJ+SxotlAnwwpoUPDb/uKhpuTAC9/xe0gwB4Oqsm/VOdq/H0FAXb9SiEaI6ycJuChRM2bMoHPnzowaNcq1LSgoyJUQb9u2zbVdVVU6dOiAv78/f/75pysB37t3L9OnT6dcOWefS7ly5YiKiiqxc4iJiaFr166cOXOGmJiYXAn4lerWrUuTJk04cOAA4Iy9b9++hIeHA+Dr60uHDh1uOBZVValbty6vvfYaAwcO5L333mPatGk3XF9+2rVrx4oVKzh58iSVKlUiIyODb7/9lscee4zly5cXeXs3IiDAE5Op6F/SgoPLVq9aWYsXJOaidjjODuhk2hXO4QXkjvf4cQe67gDXhEjFbb/D4dyeaQU8YX+ySkA5H0wGhdNnNDKy08CgXnF86TBffAOhKwraaRvBrUvvebmV74n8lMWYbxeSgIsSc+zYMU6cOMELL7xQqPIOh4NNmzaRkpJC1apVXdubNGnCnDlzSExMpEGDBtSuXTtXD3JxOXjwIL///jsvvvgip0+f5sUXX+Ts2bN5Dv3QdZ0DBw7wyy+/0L9/fwCaNm3K//73P+x2Ow0bNqROnTq5hmvcCJPJRNu2bVm9evVN15UXs9lM165dWbVqFSNHjmTDhg00bdr0mkNeSlJKSlaR1xkc7EtSUlqR11tcylq8IDEXh6fqwekLJir76Nztmw3kjjcqHL6rZWTjURVvE1TwcnAqQ8Vi1An30gkxQ2a2TvVyCn9navSpqZFy3jnuOtwAw5opvP9LHo2XsIq2RA47wvGq5U9A68BSe15u9XsiL8UdsyT3BZMEXJSY5ORkAEJCQgost27dOjZt2kRWVhaapjFixAjuu+8+1/7XXnuNzz77jDVr1jBz5kxMJhPR0dE8/fTTeHhce33YJUuW8PHHH7tt+/777wt1DjExMdSpU4d69epRq1Yt/Pz8WLNmDY899pirTHx8PG3btkVRFAICAujRoweDBw8GYOzYsVSrVo1vv/2Wd999F03T6NChA2PHjsXP7/JHp/369XMbA96lS5drvnEJDQ0lJSWlUOdxI3r16sXTTz/N8OHDWblyJcOHDyc1NTVXuUvP35WWLVtGWFhYscUmhLiskg8s6VDwiiQ+Jpjf1l5gGScdyD3Bclo7hVqBMP7rG4uxSDzYAO8376e7p+naZYW4xUgCLkpMYGAgAImJiVSvnv+3mXXr1o1JkyaRnZ3NW2+9xc8//8zgwYNdEye9vLx47LHHeOyxx7DZbGzdupWXXnrJNc76Wh577LEbGgOelZXF+vXrefLJJwEwGo10796d2NhYBg8e7EqYK1So4BoDfjWj0Uj//v3p378/DoeD3bt38/LLL/Pmm28yZcoUV7nPP/+8wDHgeUlISCAgIOC6z6uwatWqRXh4OIsWLeL8+fPcc889rvHwV7r0/Akhbm+DG0PzigoPvFcKjc+6H/Xhu0qhYSGKhixDKEpM1apVqVy5cp5JW14sFgtjxowhKSkp33HGJpOJNm3a0Lx5c9c46+KyYcMGMjIyWLBgAZ07d6Zz587ExsZy6tQpduzYcd31GQwGIiIi6NixIwcP3ty6tna7ne+//941Tr649O7dm4ULF9KjR48SG/YjhLh1NQhW+PHZEu6Bvq+KJN+izJMEXJSo559/nq+++op58+aRlJQEwPnz51myZAlff537s0yTycTQoUNZtGgRGRkZAMyaNYvff/+dnJwcNE0jLi6OXbt20aRJkyKJUdM0cnJy3P7puu6afPnZZ5+xdOlSli5dyvLly2nevDkrVqwoVN3z58/nl19+ITMzE13X2b9/P99///0Nx35pFZQJEyZw/vx5hg8ffkP1FFbnzp15++23eeihh4q1HSFE2RHsq7LmOQ/UkvpM/cPeJdSQEMVHhqCIEtWyZUsWLlzIokWLGDBggGsd8NatWxMdHZ3ncoJdunRh0aJFfPzxxwwfPhxd13nllVdISEgAnGPKH374YR5++OFCxbBo0SI++OADt21XrlO9Zs2aXEvzLVmyhD/++INJkyblmnj4yCOPMHr0aM6ePXvNtk0mEzNnzuTUqVNomka5cuVo3759rsT5gQcecBsD7uvry7p161yPR44c6VoHPDQ0lBYtWvDpp59ec3z9zfLw8KBFixYFllm7dm2uN1OjRo1yW8tdCHF7CfRWePd5HybOuADpxdjQnK6oXjc/cV2I0qboul66awgJIUQRKI7Z/GVtZYOyFi9IzCWhJON1ODTWf5XJti1ZqGk2zA4HAbqNUG8H/p52/I6mUHPnQeqe34UdLxyoaBiwY0ZDAVQcqOjkMcStSRjqhkElch7Xq6zdEyCroJQ26QEXQgghRJEwGFSiuvsQ1d2ngFL3kKwNQjl+Hs5noZf3hor+YDRApo2DM1ZQd1UKWvwVyWFFX5R1/1fs8QtRUiQBF7eV6dOns379+jz3LV++/B+xFN769euZPn16nvsmTJhA165dSzgiIYS4iqqiVwuCaldt9zKR2DGY1u88QcL6A7D8d6gbhPJYY7dheUKUdZKAi9vKhAkTmDBhQmmHUaq6du0qSbYQosxTIypARIXSDkOIYiGroAghhBBCCFGCJAEXQgghhBCiBEkCLoQQQgghRAmSBFwIIYQQQogSJAm4EEIIIYQQJUhWQRFCCCHELel8Nhy6oLDtjIpZ1anqC63DNfw9SjsyIW6OJOBCCCGEKHW6DtvOKHx2thZvLbWx87QHWQ7nR/Ualz+y14CmQRovRthpU0G+zFuUTZKACyGEEKJU5DjgowMGvjqmsCPBQI6moFAbJQU0HUBB43KS7fy6ep09Z1UeXG+mboDO512shHuX0gkIcYMkARdCCCFEiTqRDnP2GvnkoAGbBqCgKjoKOjpqgRPUFEBRAF3hQArc/ZkHrzS38cSdWkmELkSRkEmYQgghhCgRmg4zdxtovtyDD/cbsGuXE5Eb+aJ5FXDoMGmHiW5rTOQ4ijBYIYqRJOBCCCGEKHYHzkOnWDMz9hjRAf2GUu68aSjEJaq0XG4mPqPIqhWi2MgQFJHLwoULee+995g8eTJRUVGu7bqus2LFCmJjYzl27BgeHh5UqlSJHj16UL16dUaNGuUqm52djclkwmAwANCkSRNeeOEFevTowZdffkloaKirbHx8fJ7b9+zZw9ChQ4mOjubll192i3Hy5MkYDAYmTZp0XecWERGBh4cHqnr5vaevry/r1q0DIDo6mieffJJu3brlW8e14lq/fj1msxlVVQkJCaF///707dsXgJMnTzJ37lz27NlDZmYmfn5+1K9fn9deew2TycSaNWuYMmUKFovFrd4HH3yQUaNGERcXx4gRI/D09ERVVYxGI1WrVqV9+/b069cPs9lc4PlHRka6frZarQBux2zevJlhw4bRvHlzhg4d6rpmBoOBtWvXEhwc7Cr7v//9j7fffpuoqCgmT57sun7nzp1zPe+XrF+/Hh8fnwJjE0LcnnQd3t2tMDXOiMOgOLv+nEO5i5RBgVMZCpErPJgdaSO6ugxJEbcuScCFG03TWL16Nf7+/sTExLgl4FOmTGH79u2MHz+eFi1aYLFY+OOPP3j//ffp06cPmzdvdpXt1asXQ4YMITo62rUtPj7+umKJiYnB39+fjRs3Mnbs2CJL4ObNm0fjxo1v+PhrxRUVFcWkSZPQNI2vv/6aiRMnUrVqVZo1a8bo0aNp2bIlK1aswNvbm8TERDZv3oyuX/5LVLFiRWJjY/Nt32AwuK51Tk4Ou3fvZtasWWzatIn3338fk8mU77FXPkdTp07F4XC4kueCVKlShdWrVzNkyBDA+WZs1apVVK9ePVfZiRMnFvgGRghx60v89gxJ3ydSuX9VymWfxXPJJnKim2Ht3ORyoWwr5qFLcBxLJ/uthzE1DcXy4XccX3eGJEM56uon+dy/LjPCm3A60A9MOLNkXUdxaKAaQHe+nqAqaA7QFUABzaFfHOyNK1G/OFQcXXcOO3Fuu7hBAcfFfDvNCkO+MdKxssbctnbKu/dn5OmL/fDjcYWm4RCXqFLdX+foBYVhdznYehze+VnHz6zzWkeF1lXy7rn/+oTK6mMGHq3joFmIe/Kv6fBanIFvjqncV1FjTBMHL+4w8vs5lacb2nmwdu43C7oOb/1m5FSGwgtNbJS3QGIWvLHbRDU/nafvtF/7xMQtS4agCDfbtm0jISGBV155hb1793L48GHA2eu7Zs0apk2bRrt27fDy8kJVVe68807mzJlT5HGkpqayadMmxo0bh4eHB19++WWRt3EjricuVVXp0qUL/v7+HDhwgJSUFI4dO8YDDzyAj48PiqIQGhpK3759r9lznR8PDw9atmzJm2++yYEDB1i7du2NnlqBevbsyerVq11vFHbt2oXJZKJRo0bF0p4QovQ4suz89vweTq85xe+TfsX3qflYPt+C35C3IcfmKucx/xv8v95KuQN7UR7/BMOhePQXVrDrSDmOH4Q2lXvyrxr3cuZSJ0UePd7OTQr5FigM5eLxV+bFusI3xw00WWrm+5MFD3VJyICRGxSW/anwwvcKnx9QmfGzymcHVJ782sCk7+F0ms6BczA4Nu8YbQ6dId+b+fyIkSc35+4EWfu3ylt7jPyerPLuXgNjthj54i8jf15QefpHI2ezctf57SmV6btNfHDQyJu/OuucsdvEhweNTIkzsfm0pHBlmfSACzcxMTG0atWK1q1bU6dOHVauXMm4cePYsmULISEh3H333SUSx9q1a/H09KRDhw7s27ePlStX0r9//xJpu6jicjgcbNy4kdTUVOrXr09AQAA1atRg2rRp9OnThwYNGlC9enUU5ebHQVapUoV69erx888/07t375uu72p33nknX375JTt27KBly5asXLmSXr16ceTIkSJv60YFBHhiMhX9S1pwsG+R11mcylq8IDGXhOuJV7NreIZ6knkqE//qfhgtofB3Akql8gRXCICLQ/i0xlVdx6hVQyhXK5RsHwMmzYpNNZPk7YWuKihFPdbkOtg1hRNWT4KDDfmWsfjpBHlnkpQB3maFNAeYDQpWB9QOMnDinIOsi5M7qwSqeV5LXdep7KdwOAVqBhpylbnTqqEq9otLK0LjCibWHNdB1wnwUKga7oOXyf1vQQN0TKoDmwb1Q80EB1uoF6rBQQ2zARpU9CK4/M39/Shr9/HtRBJw4ZKUlMRPP/3EjBkzAOjRowfz58/nmWeeITk52W38b3GLjY2la9eumEwmevbsybJly9i7d2+R9LiOGjXKbQx448aNmT17dpHFtW7dOjZt2oTBYCAsLIxJkya53ri8//77LF26lE8//ZQjR47g6+tL//79GTJkiCsRj4+Pp23btm7tvvDCC3Tp0qXA2EJDQ7lw4UKhzuNG9OrVi5UrV1KvXj22bNnCuHHjmDt3bq5y06dP54033nA9DgsLY9myZcUW1yUpKXl0Id2k4GBfkpLSirze4lLW4gWJuSTcSLx3f9CS1H0plGseRJKjHuYtf2JrWhP93BUzHNvcgfrxeGyHL6A+3oIkxYC6cSJtfz5OijmAoedSmJ1sQVdUrl6c5FJKrrgeKdzYOij6xcOVqzrQnQ8iQnXaBOeQlFRwLRv7w74kaBgCe89q1A7QOZyicF8lnaQW8NFehRBveLCBnue1DA72ZXXnLHYlqdwbpuVqr4YZvumtsP20QvNQnUbBVhr7K/x+TqVnDQcZKTlcPXc0HNgUpZCYrXBfuLPOJ2pCbU+VCl465TX9mudVkOK+jyW5L5gk4MJl1apV+Pv707p1awC6du3KnDlz2LhxI4GBgSTdzG86YDQ6bze73X3c2qXHl/bv3r2bv/76i1dffRWA2rVr06BBA2JiYookAZ8zZ84NjQEvbFzdunXLd3JoQEAAI0eOZOTIkWRnZ7Nx40amTZtGcHAwPXv2BKBChQoFjgHPT0JCgtsk1qLWrVs33n33XT7++GPuvfdeAgIC8iw3YcIEGQMuRBnnUd6D4DaXXk8M7mO/r6DdfweG+694XDUYY9VggoDxwIgcnUW/woydoF3KrxXAqDoHdSugKM4+ctXgHCvt/FnBcWluzMXjLn0jpqKAenHMt4pz3LgOGFTn2HBVB28zfHS/jVaF/KbMCr7OfwDhPs5jagQ4/6/sDxMir/3mIMgCnSvnP/HzzvI6d5a/HE9kBZ3ICgWvm1gvUKfeVZ8gtK0gk0tvBzKASADOyZexsbGkpaXRvXt3OnfuTL9+/XA4HKxcuZJ7772XxMREdu/efcNtBAUFYTabOXHihNv2EydO4OnpSbly5QDnMBiAp59+ms6dO9O5c2f++usvNm7cSFpa6fU6FXVcFouF6OhoateuzcGDB28qthMnTrB//36aNWt2U/UUxNfXlzZt2vDBBx8UyzAXIcTtx89D4V/NYc+jDmr56xiU4huOcilfb1tJ47eHrYVOvoUoDdIDLgDYunUriYmJfPDBB25DTQ4fPszTTz+Nj48P0dHRTJw4kXHjxtG8eXM8PT3Zv38/8+fPL9QQDlVV6datG/Pnz6dSpUpUrFiRU6dOMX/+fKKiolAUhQsXLvDtt9/y/PPP065dO9exdrudgQMH8uWXXzJgwADA+aYhJyfHrQ2z2XzTY6rtdrtbvYqikJWVVei48pOamsqHH35Ily5dqFatGgA//PADR44cYfDgwTcUq9VqZc+ePcyaNYvatWu7rVpTHJ555hm6d+9eYnMBhBC3hzAf2DLAzvv7dF6OM6IXQ26sAc80tDOxmYMimFojRLGSBFwAzt7dNm3aUL9+fbftQUFBNGrUiBUrVvDSSy/xxRdfsGDBAv7973/j6elJ5cqV6dGjR6HbGTt2LAsWLGDkyJEkJycTGBjI/fff71rebu3atfj4+NCrV69cy+k98MADxMTEuBLdNWvWsGbNGrcyS5YsoWHDhgXGMHLkSLcx4OC+TvWUKVOYMmWKa5/ZbGbkyJGFjis/JpOJ8+fPM378eM6ePYvBYCA8PJxx48bRsWNHV7lTp065rdcNzvW7p0+fDjgnd0ZGRqKqKgaDgapVq9K1a1cGDBhww6upFFZQUBBBQUEFlpk2bRqvvfaa27YlS5ZQq1at4gxNCHGLUxQY3tBB12oaD200ceQCRZaIe6g6k5vbGXKHfBWmKBsUXS+O96FCCFGyimMy0T9hsl1pk5iL360a765EhZd/NhKX6OwQ0bm8LKFB4eIY8MsLgTvHgDtXVXGOAXd2c9cN0PhfRys1/Uv+HC65Va9xQWQSZumSHnAhhBBClLi7Q3TWRtnItMFXx1U+O2xg+xmVLMelxDtvOs7Jmv5mnacb2hl1lww5EWWPJODittKvXz9Onz6da3t4eDiff/55KURU8qZPn8769evz3Ld8+XLCwsJKOCIhhMiflwn61NToU9O5usfKTVvwbdSJD/bYOHwB4jNUshzOMd4mRSfUS+f5pnZ61dDwyH95byFuaZKAi9vKPyXJLsiECROYMGFCaYchhBA3JMicTZ8GBjoGZ7q22Rxg18BiRHq7xW1BEnAhhBBC3NJMBuc/IW4Xsg64EEIIIYQQJUgScCGEEEIIIUqQJOBCCCGEEEKUIEnAhRBCCCGEKEGSgAshhBBCCFGCZBUUIYQQQtySLqRpvPG/TIICFNo0M9O0nqm0QxKiSEgPuBBCCCFuOUdO2Bk9I53jpzV2/ung9aU5HD3tKO2whCgSkoALIYQQ4paSmu5g5geZODRQL37xjq7DcwuyOZ+mlW5wQhQBScCFEEIIccvQdXjq1bOkZbpvVxVI1RTeWmsrncCEKEKSgAshhBDilvH9H1U5fS7/oSZbDmvE7JQkXJRtkoALIYQQ4pbw9Q4rv50MK7BMhqbw2kaNhFS9hKISoujJKihClLDIyEjXz1arFQCz2ezatnnzZgAWLlzIe++9x+TJk4mKinLtv3DhAg899BCPPPIIAwYMcG2fOXMme/bsYcmSJRiNRiIiIli4cCGNGze+Zkx79+5lwYIF7N27F03TqFq1KgMGDHBrd/LkyRgMBiZNmuR27KXtUVFRjBo1yrU9Ozsbk8mEwWAAoEmTJsyZM6cwl0iIfw6HBpoGJqNz7IXVDh4myLY6/8+xOf/XdbA5nD9fYnc4t5uu+FOeZQXPy68naJqzjvz2F1aOHUwqqKqzzdRMMBrA2+Lcn20DTQddA5sNkjPBzwvK+zrLenk4z9XqAJsdzqdDsC+YTei6gv1ECvO2Gtn2lxEu5dW68weHDigKmn454c5xQPQiG6sGKQT5qtjsoJpULGaFrCwHDqsDg4cBTVVJy9RRDBDqe7nP0a5BapaOh8l5WmajQpYdPCUrEiVEbjUhStilBBtg6tSpOBwOJk+e7FZG0zRWr16Nv78/MTExbomwv78/L7/8MmPHjqVFixZUr16d7du3Exsby0cffYTReH2/1tu3b2fMmDEMHjyYqVOnYrFY2Lx5M9OnT+fUqVMMHz68UPU0adLE7dx69erFkCFDiI6Ovq54hPinUP9OIDDqVZSMbFIWPY3vy59i+CuBrEFt8Pzwe7QgX9TEVOx3VEbJzMFw4iyp7z2JNboZhgOnCOg5HewaF1aMx35XdbxmrcL79RiskQ24sHwcytk0ArtNgYQLmBc9jenH3/F6/2tyopuRuujpQsdp/OZPvB77AD3Ul4zlT+DfdwaGE2cBSHtjMPawYMyPfoai5+BFAgAX503iCPTBkJyObjSjO8zoOujYMZKNHQtWfJnbqCMft2iJt2LEU9NAUVxt64B+8bGOAjroCmhAfIZOm3l2hhw9xREfL9ZVDmN4eCb69wn8FVSObKOR38L9SfL2gGwHdUzZ/DTUwL4kGPNeFg2T0zltNvFtkB/d6qus/ctA95oaS7rJJE9R/CQBF+IWtG3bNhISEpg5cybPPvsshw8fplatWq79LVq0oHfv3kycOJHZs2czefJkRo8eTbVq1a67rRkzZtC5c2eGDRvm2tapUyeys7OZNm0a0dHRVKhQoShOq1gFBHhiMhX9S1pwsG+R11mcylq88A+OOXY7JF0AIHDVDjgYD4DX+l/AoWFIcO4z7TvuOsR/wy/weHtYesjZiwwEbtsPHRvBqp8BMG/+g2Bdg0On4LgzUfbf9Ct8uQsAjzU7CQ7wdO85L4B90360HDvK8WQCv/kD9WLyDeAXsxVrWDWsuoIRK8pVxxqS0y9WoqA4U2jADoCRbJLMIfy7fQdq5tjw0nX0q3Jfhcsd4ldTALuikORhom5aBrGqyr4/cmioGsg2OT8pCEnPIcnXAkaVvy+oBAf7su0PK1XSzwMQbrVhduhsOu78pO7LIyr+gV6YjVefybX9Y+9jcUMkARfiFhQTE0OrVq1o3bo1derUYeXKlYwbN86tzDPPPMOgQYMYOHAgd9xxB3379r3udo4dO8aJEyd48cUXc+3r0qULU6dOZceOHfTu3fuGz6WkpKRkFXmdwcG+JCWlFXm9xaWsxQv/7JiV1g3wj6iFkpZJ6rDOeJ9Px7j/JFmPd8Bz8Sa08r6oCRewNauFkpaF8cgZ0h5uiy0pDbV9I/waV0ex2rnQ5W60pDQ8nuqK9/QvsN7fmHSDEeWu6vhFNsB8Opnk/q0x1QzHc946ch5sRcZ1/L4Y+t2N53cH0CsGcOGBZvit24Z5634wGLjwTBSO4HJYNhzEYbOga4pzKMpF9nqVMB4+jebrAboHekoOYEZFx4EF9dKwkouZdkEJ99V0cKX0v/l5E2K30rWtNwdXpOGbnU2GhweJPh5g11Bz7LSpopOUlEaXSrA82JsaCemcspgxeak8dpeD5ftV+tbVuXDpTcN1+CffxwXVL/InCbgQt5ikpCR++uknZsyYAUCPHj2YP38+zzzzDBaLxVXObDbTqFEjVq5cSc+ePW+oreTkZABCQkJy7TOZTAQEBHD+/PkbqlsIUTA9yI+UdZfnVKR+/C/Xz1lPdSvwWC28HClfT3bbltO/NTn9W1+u38eTCyueJzjYF3tSGvamNckadv91x+loUoX07S9cjnNl7jfsmcdeASDjOutWgWVHdd5aq2FLtIPh4hjzi+O+AYwK2HQwKIByeXgLikLtcIWXn6+Kr8cVPdadq1/Rgg7kXNEaVPaDr5/zADzcyk1sJV/yI0qOrIIixC1m1apV+Pv707q18w9p165dycnJYePGjW7ltm/fzoYNGxgwYAAzZ84kPf36e20CAwMBSExMzLXPZrORkpLiKmM0GrHb7bnK2e326x53LoQQl7SpphDztAePdzaiFjIrUYG7gmDNYyb35FuIMkIScCFuIZqmERsbS1paGt27d6dz587069cPh8PBypUrXeVSUlKYPHky//rXvxg7diyVK1fmjTfeuO72qlSpQsWKFfnqq69y7duwYQOKotCiRQsAwsPDOXHiRK5yJ06coGLFitfdthBCXKn3vR688LDHtQsCvmb4bLAJjxsYqy3ErUAScCFuIVu3biUxMZHFixezdOlS17+33nqLvXv3cvjwYQBeffVVGjRoQO/evVEUhZdffpnNmzfzzTffXFd7iqIwfvx41q9fz8KFC7lw4QLZ2dl88803zJo1i0ceecSVXN9///0cOHCA2NhYcnJyyMnJYcWKFfz111907NixyK+FEOKfp3FtE23qHS2wjI+i82ZvIz7S8y3KMPncWIhbSExMDG3atKF+/fpu24OCgmjUqBErVqygXr167N27l2XLlrn2h4WF8fzzz/Paa6/RuHFjgoKCCt3mvffey7vvvsuCBQv46KOPcDgcVKlShdGjR7uNLa9cuTJz587lvffeY+7cuQDUqlWLt99+u0yskiKEKBvuqprI+ZzaHD5izTUhUwG6NzFwTx1DaYQmRJFRdF2Xr5ISQpR5xTGbv6ytbFDW4gWJuSSUtXg3b95EVHRPhk06zZlzOurFSZg2VcXLV+Hd0Z54WW6tD/DL2jUGWQWltN1ad7AQQggh/vHMJoVxj3nhZXGuaqgoYFRh1ohbL/kW4kbIEBQhbnPTp09n/fr1ee5bvnw5YWFhJRyREEJcW0g5A3Nf9GX+8kzCg1XubWKmvL8k3+L2IAm4ELe5CRMmMGHChNIOQwghrpvZpPDMQO/SDkOIIidvJYUQQgghhChBkoALIYQQQghRgiQBF0IIIYQQogRJAi6EEEIIIUQJkgRcCCGEEEKIEiQJuBBCCCFuKUdTtNIOQYhiJQm4EEIIIW4ZsQlVqf7fHO5dKl83L25fkoALIYQQ4pbxUUI9AA4lK8SdKeVghCgmkoALIYQQ4pbwS8IVD3SdJ9ZLmiJuT3JnCyGEEOKWsOKge1pyKl1h5cFSCkaIYiQJuBBCCCFuCQt+yz3ue/gGAztPl0IwQhQjY2kHIITI2969e1mwYAF79+5F0zSqVq3KgAEDiIqKAmD+/PksXrwYs9mMqqpYLBbq1q1Lz5496dChQ6HaiIiIwMPDA1VVMZvN1KtXj9GjR1OnTh1Xmaeeeoq4uDhiY2OpUKGCa3t8fDw9evTgyy+/JDQ0lDVr1jBlyhQsFgsAfn5+tG3bllGjRuHh4VGEV0YIcTs6eiH/fd2/MHB6pAODdBuK24Qk4ELcgrZv386YMWMYPHgwU6dOxWKxsHnzZqZPn86pU6cYPnw4AHfffTfvvPMOAKmpqXz//fdMmzaNX3/9lTFjxhSqrXnz5tG4cWPS09OZOnUq//rXv/jyyy8BOHnyJDt37sTPz4+VK1cycuTIAuuqWLEisbGxABw5coSnnnoKPz8/V7xCiH+ALCuWT37EUTMMW9s7UVIy8J7wEabv96H7eqJVCsLwdxK6SUVNTEHJyMGKBz1Gz4LAwHwqVag2R6FpdRVTqpXfk6FpOLzUTuHHkwbuDNYJ9Yav/lLoUkOnRkDetexJhO3xCg/W1SnvWVwXQIhrkwRciFvQjBkz6Ny5M8OGDXNt69SpE9nZ2UybNo3o6Ohcx/j5+dGjRw8MBgOTJ0+mT58+VKtWrdBt+vj4EBUVxaZNm0hJSSEgIICYmBiqV69Ojx49+Oijjxg+fDhGY+FeNmrWrEnjxo35888/Cx2DEKLs8576OV4LN6KrCsnfTsXnhY8wbz/g3Hk2Df5OdJXVAQXYWq0mZ/wDCqw3x2Ag6c9MDjsUUBU2HlHYckIn06hiVHVCvCA+XWHxXp24wbnXEU/Jhl4rDWTaFb4/obEsWtYaF6VHEnAhbjHHjh3jxIkTvPjii7n2denShalTp7Jjx458j+/UqROvvPIKcXFx15WAp6amsmbNGipWrEhAQAB2u521a9fyyCOP0K1bN95++21+/PFH2rdvX6j6Dh48yC+//EK3bt0KHcPNCAjwxGQq+pe04GDfIq+zOJW1eEFiLgklGq/JOU5E0aGcv2ehZptlmcyFqlrV3R/rKK7/L6XTGirBwd65j83U0ch2/mw0EhxctEPjyto9AWUz5tuFJOBC3GKSk5MBCAkJybXPZDIREBDA+fPn8z3ebDYTEBDAhQsFDKi8wqhRo1xjyOvXr8+sWbMA+O6770hNTaV79+4EBgYSGRlJTExMgQl4fHw8bdu2xWazkZOTQ7t27Ups+ElKSlaR1xkc7EtSUlqR11tcylq8IDGXhBKPd1wfPIMDcNQKw1oxCGXh0/j8azGmbfvRvT3QQgNRTyWDQUFJTkPJsWOwF65qr9qe3J1q5VAq3BkCr7SHH05q3BmsU9EHvjyi0L2mnu/5fh4N2+IVBta3k5RkLbJTLmv3BBR/zJLcF0wScCFuMYEXx0AmJibm6sG22WykpKQQGBhIUlJSnsdbrVZSUlLw9/cvVHtz5syhcePGubbHxMQQGRnpiqdnz57861//4tSpU1SsWDHPuipUqEBsbCwOh4P169fz9ttvk5qaipeXV6FiEULcBnwsZD19+ZMvPciPtI+eLfCQJjqELNFJzFbyLdOuisZnPTXAfaWUu8Iud4vXLX9VF/lVWlaAlhUKLiNESZD5xELcYqpUqULFihX56quvcu3bsGEDiqLQokWLfI//5ptv0HWdiIiIG47hxIkTxMXFsWPHDjp37kznzp2ZMmUKuq67JlkWxGAwEBUVRYsWLXjzzTdvOA4hxD+DqkBsb0cBJXSWyphtcRuRHnAhbjGKojB+/Hiee+45KlSowIMPPoiHhwc//fQTs2bN4pFHHsmzBzotLY0ffviBWbNm0b9//+sa/321mJgYKlSowKJFi9y2r1ixgpiYmEIPK3niiSfo27cvv/32Gw0bNrzheIQQt79a+S2AAsT0dmCULkNxG5EEXIhb0L333su7777LggUL+Oijj3A4HFSpUoXRo0fTs2dPV7ldu3YRGRnpGsNdp04dXnjhBe6///4bbttms7F27VqGDBlCUFCQ276HHnqIjz/+mO+//54GDRpcs65KlSrRvXt33n77bebPn3/DMQkh/hkea+Bgye/umfbsdg5aVyqlgIQoJoqu6zIYSghR5hXHZKKyNrGqrMULEnNJKEvx/nwaomKMzvUJdZ0QL519Q279oSdl6RpfIpMwS5d8oCOEEEKIW0Lz8CseKAqLut76ybcQN0KGoAhxG+vXrx+nT5/OtT08PJzPP/+8FCISQoiC9Qs+yOeJdajko9OiQmlHI0TxkARciNuYJNlCiLKmf/jfTHygIaFqRmmHIkSxkSEoQgghhLilNAxTUfJfElyIMk8ScCGEEEIIIUqQJOBCCCGEEEKUIEnAhRBCCCGEKEGSgAshhBBCCFGCJAEXQgghhBCiBEkCLoQQQohbypyfspn6vXwJj7h9yTrgQgghhLhlJGZbGL06B3R44A6NBsHSVyhuP3JXCyGEEOKWMWV/I9fPS3aXYiBCFCNJwIUQQghxS0jO0jmd4+N6/MGe0otFiOIkCbgQQgghbgnPflXaEQhRMiQBF0IIIUSpszl01h++aqMCCel6qcQjRHGSBFyIMiIyMtL1r0WLFrRo0cJt2yULFy4kIiKCtWvXuh1/4cIFunXrxrJly9y2z5w5k0GDBmG32wGIiIhgz54914xn2LBhLFy40PU4IiKCDh06kJaW5tqWkJBAREQE8fHxN3LKQoh/kL6f5739P1slARe3H1kFRYgyYvPmza6fp06disPhYPLkyW5lNE1j9erV+Pv7ExMTQ1RUlGufv78/L7/8MmPHjqVFixZUr16d7du3Exsby0cffYTRWDQvB4sWLeLZZ58tkrqEELc+JSmVgL4zMPyVgCPMH8PpFOzVQriw8kVMvxzB+5XP0MICMG0/AHYNGz7kEIhVNbAvsDa/1KzFpw1qsjMkKHflus6Hu+Gzgyo5nibIsEK2A7OmcZc1h+DG3hxKN/JqpIO2lSVRF2WH9IALcRvZtm0bCQkJvPLKK+zdu5fDh90/z23RogW9e/dm4sSJJCUlMXnyZEaPHk21atWKpP2hQ4eyfPlyTp06VST1CSFufR6rdmD88yRKjg3jsbMoVjumg/F4rNqB1+w1GA+fxvzTnyh2DQXIoRw6JkyaSny58qT7+rC3fGCBbeRYjGBUwdsMgFVVOaEa2XIEDqUozN0t6YwoW6QHXIjbSExMDK1ataJ169bUqVOHlStXMm7cOLcyzzzzDIMGDWLgwIHccccd9O3bt8jar1+/Pu3bt+ftt9/mtddeK7J6CyMgwBOTqehf0oKDfYu8zuJU1uIFibkkFGu80XfD1M8hywpmI1jt4GHCN+puZzffriMQ4g+JFwAwkYEVfzQ0QlJTOW61oSpKgU0oVge6yQDZzqFy6DqBdgdegSoXMuHBO80EB5duSlPW7gkomzHfLiQBF+I2kZSUxE8//cSMGTMA6NGjB/Pnz+eZZ57BYrG4ypnNZho1asTKlSvp2bNnkccxcuRIHnjgAfbt20dwcHCR15+flJSsIq8zONiXpKS0axe8RZS1eEFiLgnFHm9oOdg/D+VcKnpoAErCBfTyvuBphsc7ofS+B93PC+VMMmRZUZIzsGXr5CSn4X9W4z4/X5r9lsiPvmH5NrH9ASv7U620qKTw13kw2HRqBFvw9tRIt2oEWGwkJRXfKV5LWbsnoPhjluS+YPKZjRC3iVWrVuHv70/r1q0B6Nq1Kzk5OWzcuNGt3Pbt29mwYQMDBgxg5syZpKenF2kcYWFh9O/fn9mzZxdpvUKIW5inGb1SEJiM6JXKO5Pvi/RAHzCo6BXLo9cKR2tWC0Nkbbx6NKXq4xHU6luLL14JJ9CSR72KQuuqCtVDDXStbaCcp0pERZUm1Yz4e6sYVQjI6zghbnGSgAtxG9A0jdjYWNLS0ujevTudO3emX79+OBwOVq5c6SqXkpLC5MmT+de//sXYsWOpXLkyb7zxRpHH8/jjj3P06FG+++67Iq9bCHF72vp43tvf6FSycQhREmQIihC3ga1bt5KYmMgHH3zgNuzj8OHDPP300xw+fJhatWrx6quv0qBBA3r37g3Ayy+/zEMPPcQ333xDx44diyweHx8fhg4d6rZMoRBCFKS8l0KNQJ2/Uq7YqEPNcgWPDxeiLJIecCFuAzExMbRp04b69esTFBTk+teyZUsaNWrEihUrWLVqFXv37mXSpEmu48LCwnj++ed57bXXOHv2bJHG1LdvX/z8/Iq0TiHE7e3jPrm3KdeYoClEWaToui4LZwohyrzimExU1iZWlbV4QWIuCWUt3qqzrGQ5jKDDfVXgiwG3fl9hWbvGIJMwS9utf1cLIYQQ4h/judr7XD+PalmKgQhRjGQMuBAiT9OnT2f9+vV57lu+fDlhYfkvGSaEEDeqcUAyHWoZOHbOwX3VpJ9Q3J4kARdC5GnChAlMmDChtMMQQvwDfTPMp8wN6RDieshbSyGEEEIIIUqQJOBCCCGEEEKUIEnAhRBCCCGEKEGSgAshhBBCCFGCJAEXQgghhBCiBEkCLoQQQgghRAmSBFwIIYQQtxT1TTvDfjCVdhhCFBtJwIUQQghxyzhrt6ADsUeNZNtLOxohiock4EIIIYS4ZaxIruX6eew26QUXtydJwIUQQghxy/g6rZrr529PGUovECGKkSTgJWzNmjX06tWrtMP4x5HrXjQmT57M1KlTSzsMIcRt6ny2++NzOUrpBCJEMSt0Ar53716eeeYZ2rRpQ2RkJA8//DBr16517Z8/fz4tWrQgMjKS++67j549ezJ//nx0XXcr89RTT7nV++effzJu3Dg6depEZGQk0dHRjBs3jp07d7rKXP1HPzo6mpYtW3LixAm3ulq0aEFcXNw1z2XYsGEsXLiw0NtLU3R0NK1atSIyMpJ27drx+OOPF+ocS0t0dDTr1q1zPf7+++9p3bo1NpvNte2HH34gIiKCL774wu3YqKgoli1bdtMx5HWfFYdRo0YRGRlJZGQkrVq1olmzZq7HkZGR7N69u1jbT09P56233qJ37960bt2arl27Mnr0aH7++edibVcIIYrL5jO5e7x/SZIkXNx+jIUptH37dsaMGcPgwYOZOnUqFouFzZs3M336dE6dOsXw4cMBuPvuu3nnnXfQdZ09e/bw9NNPU6FCBaKjowust3///owdO5bQ0FAyMzPZvn073333Hc2aNcs3Jm9vb+bOncsbb7xxA6ddOuz2G5tNMnHiRLp160Z2djZz585lzJgxrFu3Dh8fn1z1G42FekpLTEREBDabjb1793L33XcDEBcXR40aNdi5cyd9+/YF4MSJE5w5c4YWLVqUZriFpus6s2bNcl3vdevW8e6777JmzZoSaT8zM5OhQ4fi6enJtGnTqFOnDpqmsW3bNjZt2kTz5s1LJA4hRNEyxh1GK+eLViO0VONQ0rMw/vIXtqY1wcdy7QOyrZh+PoT9jsqYth/EcCgew7ZDGM5eIKdPS6yd7sL8/e/k9G2F4UQSusUMNgdKVg7mjb/iKOeNmpjKf4J7gFc5t6of+sbMgYdyiulMhbh+W7Zs4csvv+T8+fO89957/Pbbb6Snp3PPPfcUuo5C9YDPmDGDzp07M2zYMAICArBYLHTq1IkxY8awePFi4uPj3corikKTJk2oWbMmf/zxR771vv76665eu7CwMBRFwdvbmw4dOjB+/PgCYxo0aBBbt27l119/Lcwp3JBDhw4xYsQI2rVrR8+ePVm4cCEOhwOA+Ph4IiIiSEhIcJW/ephDdHQ0CxYsYPjw4bRu3ZpNmza51b9lyxY6duzo1juckZGRb++pxWKhd+/eZGZmcuLECVd7H374Id26dWPgwIEAHD58mKeffpoOHTrQvXt33n77bVfyb7PZePXVV+nUqRNt2rShT58+fPPNN642du/ezZAhQ2jfvj09e/bk448/dn2KERcXR4sWLfj666/p2bMnbdq04YUXXiAjIwOAf/3rX5w5c4Zp06YRGRnJyJEj8fHxoUGDBm6faPz8888MHz6cuLg4V90///wzwcHBVK9eHYCVK1fSr18/2rRpw8CBA9m+fbvr+IMHDzJs2DA6dOhAu3btGDVqFCdPngTg66+/ZsmSJezatcvVE31pH8CyZcvo1q0b7dq149VXX3U9nwBnzpxh/PjxdO7cmc6dO/Pqq6+6zg2cbyY+/fRTBg0aROvWrfnzzz9zPUcAf//9Ny1btuT8+fOubbquEx0dzZdfful2bwwZMoTIyEgGDRrE77//7lZPQdfgk08+ISkpidmzZ3PHHXdgMpnw8PCgbdu2vPjii65ymzZt4qGHHqJNmzY89NBDfPfdd659l+6fpUuX0q1bN+677z5mz55NSkoK48aNo02bNjzwwAPs2bPHLa6cnBwmTZpEmzZt6NmzZ643HQW1KYTIn2XRNwR2m0q5+yZg+PPktQ8oRv4PzCCg7xsE9P9Pocr7PTGPgL5vUK7FePwfm4vP9BV4frcX82/H8HnlM8q1noDvxKWUu3sMgZ0mE9jm3wR2mERA92l4z16D70vL2LP2CAevSr4Bkq0qb+6WseDi1vDRRx8xefJkqlWr5sptLBYLb7311nXVc83u0mPHjnHixAm3P+qXdOnShalTp7Jjxw637Zqm8csvv3DkyBG6deuWb70nT55kwoQJ1xXwJSEhIQwcOJDZs2ezZMmSG6qjIOnp6YwcOZJ+/foxZ84cTp06xbPPPovZbOaRRx4pdD2xsbHMnDmTunXrkpOTw8aNG1377rnnHjw9Pfnhhx/o2LEjABs2bCA0NJQmTZrkqisrK4uYmBh8fHyoUqUKhw8f5vTp0yQlJRETEwPA+fPnGT58OE899RT//e9/SU5OZuzYsXh4ePDEE0+wZs0afv/9d5YvX05AQABnzpwhMzMTgCNHjjB69GimTJlCZGQkJ06cYNSoUQQEBBAVFQWAw+Fg+/btfPrpp2RlZTF06FCWLVvGkCFD+O9//0t0dDRPPvmk2/PerFkzfv75Z0aMGMG5c+c4c+YMbdq0Yd68eRw4cIB69eqxc+dOV69tTEwMH374IW+88Qa1atVi69atjBs3jk8++YTKlSujKArDhg2jUaNGWK1Wpk6dyqRJk1iyZAn3338/f//9N7/++ivvvPOOK4bdu3dz+vRpzp07R2xsLAkJCTz66KM0bdqUrl27kpOTw4gRI+jSpQtTpkzBarUyceJE3nzzTV5++WVXPatWreLNN98kPDzcLXm/UvXq1WnYsCFr16513Ss7duwgPT2dDh06uMqtWLGC//73v9SqVYulS5cyevRoYmNj8fHxueY12Lp1K61atcLf3z/fe2/v3r1MmjSJ//znP7Ro0YLt27czfvx43n//fe68804ATp8+TXp6OqtWreLvv//m0Ucf5ZdffmHcuHG8/vrrvPfee7zyyiusXLnSVe/GjRt5+eWXefnll4mLi2Ps2LFUqVKFu+66q1BtFpeAAE9MpqL/BCg42LfI6yxOZS1ekJhdTp4FQLHaKZeSBkXYxnXHe+g0AKbDZwp37BFnZ5SampVr15UDSNQMZ0+2oum5yiyJaJtv9TvOmQkOvrU+4b2a3Mf/DB988AH/+9//qFSpEgsWLACgRo0a/P3339dVzzXv5uTkZMCZ8F7NZDIREBDg6unbtWsXbdu2JScnB5vNRt++fV1DDApT7w8//MDLL7+MruvYbDa2bt1aYGyPPvoosbGxbNy4kU6dOl3rVNwsWbKEjz/+2G1bVlaWKwn86aefMJlMDBkyBEVRqF69Oo888ghLly69rgS8V69e1KtXD3C+Q7qSqqr07NmTVatWuRLwVatW5ZosOH36dN544w3MZjM1a9Zk9uzZeHt7A2A0GnnmmWcwm80ALF++nNq1a/PAAw8Azus7ePBg5s6dyxNPPIHJZCIrK4u///6bhg0bEhYW5mrniy++oEOHDrRt2xaAatWq0a9fP9atW+dKwAGeeeYZvLy88PLyom3btvn2BF/SvHlzPvjgAzIzM9m5cyeNGzfGaDTSrFkzdu7cSd26dYmLi+Nf//oX4OylHjp0KHXq1AGgdevWREREsGHDBoYOHUrt2rVddZvNZp544gkGDBhAVlYWnp6e+cZhsVgYMWIEBoOBypUr06xZM/744w+6du3K5s2b0XWdESNGuMo++eSTPP7440ycOBGDwdn78vDDD1OpUiUA17a89O7dm0WLFrnulVWrVtG1a1e3e6Bnz57Ur18fcN7Ly5cv56effqJLly7XvAbJyck0bty4wOu+Zs0a2rdvz7333uuqo23btqxatcqVDFssFp544glUVaVOnTrUrl2bO+64g4YNGwLQtWtXlixZQnp6umvIU8OGDV1vsFq2bEn79u1Zu3Ytd911V6HaLC4pKbn/8N+s4GBfkpLSirze4lLW4gWJ+UrKk13xOZuGIzyQzBZ1oYjauJF4ze89ieWzn8j6v/uwFeJY06zH8FywEVtETTxitmM4GI+SZQVA8/bAen8TzDsPkfVYewxHE9FNRhSHhuGvMxh/+QtdVaiXfCbf+ic0ziYpSc93f2mT+zjv+ktS+/btee+991x/NwH69OnD888/z/bt26ldu3a+ncKXzJ07l8zMTJ5//vl8y2RkZBAeHg44R3yAcwiwyXR9S2ZeMwEPDAwEIDExkWrVqrnts9lspKSkEBgYSFJSkmsMuM1m4+OPP2bdunVkZ2fnGqsMEBAQAEBCQoKr3jZt2vD999+zZ88ehg4des3gvb29GTZsGG+//bYraSysxx57LFcbw4YNc/185swZwsPDXRcXoFKlSm5DTgrj0pOUn169erFo0SLOnDlDeno6Bw8ezPUxxoQJE/K9aYKCglzJNziHxvz6669u10PXdTRNA5wJ1blz55g1axbHjx+nefPmjBo1isqVKxMfH09cXJzbkAFd1wkNvTwW0WAwuO4JcCZwl3rQ83PXXXdhMpn45ZdfiIuLc43tj4iIYM2aNbRo0YKUlBTXm5/4+HjeeOMN3nzzTVcdDofD9Wbt5MmTvPXWW+zbt8+t7ZSUlAIT8MDAQLek2dPT03V8fHw8Z86cyXUfKYrCuXPnXG1XqFChwHO9pEOHDsycOZM9e/ZQrVo1fvjhBz744AO3MlfeG4qiEBYW5rq/rnUNLv3OFSQhIcGV4F9SqVIl9u/f73ocGBiIql4eiWaxWChfvrzbY3C+4Fz6Pb76ng4PD3fVWZg2hRB500P8SZv7RGmHAYD1/sZY729c6PK2lnWxtawLQNaTXW+ozYcc8PKnOlkO90mXKjpNgm7d5Fvc+kaPHl1kdTVr1oz333+fJ5980rXtww8/vO45bNdMwKtUqULFihX56quvck3s2rBhA4qi0KJFC7cVUUwmE4899hjbtm1j/vz5jB07Nle9VatWpWLFinz99dc3NfGuV69efPbZZ3z++ec3XEdewsLCOH36NLquu5LwU6dOuZJRLy8vwNlrfkleCdGVyU1egoKCaN26NatXryYtLY22bdu63pwUxpVvEC7F3bx583zHIhmNRgYPHszgwYNJS0vjjTfeYMqUKSxYsIDw8HB69OhR4Du/a8nrfE0mE40bN2bnzp1uEy8jIiKYNm0aW7dupUaNGgQHBwPOhG748OGuTwWuNn36dIKDg/n0008JCAjg8OHDDBgwwDWe/FrXPC/h4eFUrVr1mvdRYev28PCge/furFq1itq1a7v+Xen06dOun3Vd58yZM67761rXoFWrVnz66aekpqbi5+eXZ5nQ0NBc8zOuvIdv1JVxX3p8qc7ialMIcfvzMMCTDezM+s29J3HcXbZ8jhCicF544QXuvPNOHn74YdLS0pgwYQKHDh0iNDSU0NBQypcv78p9EhISeOKJJzhx4gRVqlThrbfecuvcmzhxIiNGjGD58uVkZGTQuXNnfHx8eO+9964rpmtmE4qiMH78eNavX8/ChQu5cOEC2dnZfPPNN8yaNYtHHnmEihUr5nnsk08+yRdffJHrD/alep9//nnWrVvHnDlzOHPmDLquk52dzb59+wp9ApeGYCxevNhtycOb1bp1a6xWK4sXL8Zms3H06FE++OADevbsCTh78MPDw1m9ejUOh4PDhw8TGxt7Q2317t2b1atXs27dupteq7p79+78+eefrFq1ipycHDRN4+TJk67hPDt37uTPP//Ebrfj4eGBxWJx9Qr37duXr7/+mh9//BG73Y7dbuevv/5i165dhW6/fPnyuZaHBOc7xq+++or09HTq1nX2kgQGBhIWFsann37q9uZu4MCBvP/++xw4cMB1T+zZs4ejR48Czt5YT09PfH19SUlJYf78+bliOHPmjNvk1muJjIzEbrezePFiMjIy0HWdxMTEm5pAeGmC6xdffEHv3r1z7V+9ejX79+/Hbrfz4Ycfkp2dTevWrQt1DR566CGCg4N59tln+eOPP7Db7VitVn766Sdef/11wLms47fffsu2bdtwOBxs2bKF7777jh49etzwOQH89ttvfPXVVzgcDnbu3Mm3335L9+7di7VNIcQ/Q8/quefWPNMw7/k2Qlxt1KhR9OzZ0/XvyJEjucrMmzcPPz8/vvrqK956661cSzvv27ePmTNnsn79eux2e66FBkJCQlxzuN58801mzJjB8uXLXZ2IhVWoGQ333nsv7777LgsWLOCjjz7C4XBQpUoVRo8e7UpI89KkSROaNGnC/PnzmTx5cq79rVq1YuHChSxZsoSHH36Y7OxsypUrR926dXn33XcLfRL33XcftWvXLtL1sX18fHj77beZNWsWH3/8MT4+PkRHR/N///d/rjKTJ092XfiGDRvSo0cPt08CCqtly5aoqoqPj89NLx8XFBTEe++9x9y5c3nnnXfIzs6mQoUK9OnTB4Bz587xxhtvcObMGUwmE3fccYdrImytWrX473//y7vvvssrr7yCrutUqlTpusa8P/744/znP/9h2bJlNGzYkDlz5gDONdrnzp1Lu3bt3HrtmzVrxrJly9zOu3fv3phMJl555RXi4+MxGo3Uq1ePZ599FoAxY8Ywffp02rRpQ1hYGIMGDXJLlDt27MjGjRvp3LkzmqaxdOnSa8ZtsVh45513mDdvHn379iUzM5OgoCDuv/9+2rVrV+jzv1K1atWoX78++/fv5/7778+1v3fv3vznP//h4MGDVK1albfeess1zONa18Db25uFCxeyaNEiXnzxRc6ePYufnx9169bl4YcfBpxDfyZPnszs2bM5c+YMYWFhTJkyxTW++0Z16tSJLVu28Nprr+Hv78/48eNd49GLq00hxD9DvQD3jjQVHbMsgCIKac6cObnGgF9tx44dTJw4EXB2pl79SXPr1q1dnyw3atSI48eP56pDURTuuusu7rrrrhuOVdGLsttY3LBhw4bRsmVLHn/88dIORRShyZMnYzKZ+Pe//+22Pa/VYsTNKY7JRGVtYlVZixck5pJQ1uJt8LHOWYdzmGejchrfRN/6a4CXtWsM/6xJmCtXrnQNQenVqxcvvfQSTZs2BZzDWg0GA88//3yuSZh5Tcps06ZNruG/l3z//feFjvfWXtPnH+KXX37hjz/+YMaMGaUdiihCx44d45tvvuF///tfaYcihBBlxtMhvzL5tPMLTV5vYS3laMTtpkWLFsTGxtK0aVMuXLjApk2b8vyUOj//+Y/72vhJSUmu72O5HrdlAj59+nTWr1+f577ly5e7Lb1X2h555BFOnDjBuHHj3FYXEWXb+PHj2b59O4MHD6ZWrVqlHY4QQpQZd1jOAVDOQyciRD6kF0Vr5MiRvPjii3Tv3p2KFSvStGnTPFfry09eQ4WbN2/O0KFDefTRRwtdjwxBEULcFmQIStmLFyTmklDW4t28eRPZ9XpQ3zODSoXPi0pVWbvGcPsNQSksm82Gpml4eHiQnp7OQw89xIsvvkirVq1uuM4LFy7Qvn3761q04rbsARdCCCFE2TWwgco1vupAiBuSmprKE088gcPhICcnh6ioqOtKvq9e5jk7O5sffviB++6777rikARcCCGEEEL8I5QvX56YmJgbPv7MGfdvbPX09OSxxx4rcFXAvEgCLoQQQgghRCG89tprRVKPJOBCCCGEEELkY9u2bYUqd8899xS6TknAhRBCCCGEyMfV3+WRF0VR2LRpU6HrlARcCCGEEEKIfHz77bdFXqda5DUKIYQQQtyMzX9g3H6wtKMQothID7gQQgghbi33vUQgkJS4pLQjEcJNeno6c+fOZefOnSQnJ3Pl1+lcz1fRSw+4EEIIIYQQhTB58mT++OMPnnrqKVJSUpg4cSLh4eEMHjz4uuqRHnAhhBBCCCEKYcuWLaxbt47AwEAMBgMdO3akYcOGjBgx4rqScOkBF6KYrVmzhl69ehVZfbt376Zt27aFKjtq1Cg++OADAOLj44mIiCAhIaFQ5QEiIiLYs2fPdbcrhBBFIjWjtCMQwo2mafj6+gLg5eVFamoqwcHBHDt27LrqkR5wka+9e/eyYMEC9u7di6ZpVK1alQEDBhAVFQXA/PnzWbx4MWazGUVRCAwMpFu3bgwbNgxFUVxlfv31V9555x1XvX/++SeLFy9mz549ZGdnExAQQL169ejXrx/NmjUDnB/xGAwGJk2aBEB0dDRJSUksX76cypUru+pq0aIF8+bNIyIiosBzGTZsGM2bN2fo0KGF2l5aBg4cyH333ceIESPctuu6Tq9evejbty+DBg0q9DizOXPmXFf7BZVv0qSJW7t5PbdCCFGUDMfP4bjTu7TDEMKlXr167Ny5k3vuuYeIiAheeeUVvL29qVat2nXVIz3gIk/bt29nxIgRNGzYkFWrVrFx40YeffRRZs6cyfz5813l7r77bjZv3swPP/zA5MmT+fDDD1m7dm2B9Q4ZMoRKlSrx0Ucf8eOPP7Js2TK6dOnCd999V2BM3t7ezJ07t8jOsSTY7fbrKt+7d29Wr16Nw+Fw275jxw4SExOJjo4uyvCEEOKWo1gvv24aDp8uxUiEyG3atGlUrFgRgIkTJ2KxWEhNTeWNN964rnokARd5mjFjBp07d2bYsGEEBARgsVjo1KkTY8aMYfHixcTHx7uVVxSFJk2aULNmTf74449863399dfp2rUro0ePJiwsDEVR8Pb2pkOHDowfP77AmAYNGsTWrVv59ddfi+Qc83Lo0CFGjBhBu3bt6NmzJwsXLnQlw3kN4bh6eEl0dDQLFixg+PDhtG7dOtei/Fu2bKFjx47YbDbXtoyMDCIjI9m9ezddu3YlNTWVLVu2uB23cuVK2rdvT0BAAHFxcbRo0cK1b8eOHQwcOJA2bdrQoUMHnnrqKde+YcOGsXDhQre6tm3bRp8+fWjbti1jxozh/PnzBZa/5Mp2v/76a5YsWcKuXbuIjIwkMjKSkydP0rVr11xvpF566SWmTJmSZ51CiNtfug2e22Ziwg4TWRdz68+OGHjkWzO1P/Eg5AOL61/t/2r0eOgT17F+w96lXMijBHR6GXJskJ6Nz7j/4fPCh5BlLaUzEv9kFSpUoEqVKgCUK1eOV199ldmzZ1OrVq3rqkcScJHLsWPHOHHiBF27ds21r0uXLui6zo4dO9y2a5pGXFwcR44coWrVqvnWe/LkSTp37nxDcYWEhDBw4EBmz559Q8dfS3p6OiNHjiQiIoINGzYwe/Zs1qxZw9Kl/8/enYdFVb5/HH8PMGyiAoKCmkvupSZKuIHgkguLoJmZqYm4RS6VaWVq2uKSae4raPrVLDU2d80td8UlLbcsM2UTd0GWYeb8/uDn5MgiKDCA9+u6uGLOec5zPucwjfc885wzq/PVT0REBB988AH79u3D09PTYF3Lli2xsrJi7969+mXbtm2jUqVKuLi4YGNjQ8eOHQkPD9evv3XrFnv37qVbt27Z7u/zzz+nV69e7Nmzhy1btjBgwIBc823atIklS5awceNGTExM9NN88qNjx44EBgbqPwHZt28fVatWxd/fn4iICH27pKQkdu7cmWN2IUTpF3rejJUXzQg5b8ZPf5lyJw1GHlCz9aopdzUmgCrzR4EOZ89g+si2mZMZ1ah/+weLsENYLd+J1YrdWC3bieUPvxrjcMRzrnXr1kycOJHo6Ohn6kfmgIssbt++DWQWvI9Tq9XY2trqR02PHz+Ol5cXaWlpaDQaevToQY8ePfLc7969e/n8889RFAWNRsPBgwdzzfbOO+8QERHBjh07eO211/J1XMuXL2fVqlUGy1JSUnBzcwNg//79qNVqgoKCUKlU1KxZk379+rF69Wr69euX5/0EBARQv359ACwtLQ3WmZiY4O/vT2RkJB06dAAgMjLSYBS9e/fuBAUFcf36dSpWrEhUVBRVqlTJcZ67Wq3m2rVr3Lx5EwcHhyfOhx80aBAODg4AjBw5km7dupGYmIijo2OejzEnAQEBfP/99/rsW7dupWrVqjRq1OiZ+34SW1sr1OqCf0lzdCxb4H0WppKWFyRzUTBmXtcXdHBCh4kKmlWzpLqzimpltfxzL2vb62XtUHhYeGd6eJflck1fhNtJoFKBSkVZ1xcpW4z+DiXtOQElM7OxLVu2jI0bN/LRRx9hYmKCj48Pvr6+1KtXL1/9SAEusrCzswPg+vXrWS4q0Gg03LlzBzs7OxITE2nWrBkLFixAo9GwatUqNm/eTGpqKjY2Nln6tbW1BSAhIUHfr6enJ3v27OHUqVN5uhCyTJkyDB48mHnz5uX7jhyBgYHZXoT5UHx8PM7OzvoLSAGqVq2a611DsuPs7Jzr+oCAAEJDQ4mPjycpKYmLFy8ye/Zs/fqGDRtSq1YtoqKiCAoKIjIyktdffz3H/mbMmMHy5cvp1asXdnZ2dOvWjd69e+fYvnLlylmyJiQkFEgB7uTkRPPmzYmKimLgwIFEREQU2ej3nTspBd6no2NZEhPvF3i/haWk5QXJXBSMnbe1Lez0U6FWQX0rhbu3YGsXOHvbhMQUhU8Pq0nXQVMHhTRTJy6tK0edtCQgs/jWdG7IvSGd0NarCoDpzi/A1ARtg6pQTP4Oxj7HT6OwM5fW4v6ll17ipZdeYsyYMRw9epSNGzfSv39/HBwc2LBhQ577kSkoIotq1apRpUoVtm7dmmXdtm3bUKlUBnOQIXMUNjAwEDs7O4OLNB9VvXp1qlSpwvbt258pX0BAAObm5qxdu/aZ+nmck5MTcXFxBt9qFRMTQ6VKlYDM2w1B5qj5Q4mJiVn6MTHJ/X8rBwcH3N3diYqKIjIyEi8vL/2bk4e6d+9OZGQkR44cISEhQX/nmezUrVuXKVOmsGPHDsaOHcv8+fM5duxYju0fnb8fF5d5gdPDY8yPnI6ze/fubNiwgfPnz3P58mW8vb3z3bcQonRpZK9Q3+6/11Z7S3B31tHtRYXzvdP5u0866ztr2NDXnL+/badvl/qmO0kr30fbuoF+mbZhtcziWwgjq1mzJrVq1cLZ2ZmYmJh8bSsFuMhCpVIxZswYtmzZQkhICHfv3iU1NZVffvmFmTNn0q9fP/0VwI979913Wb9+vb6we7zfjz/+mM2bNzNnzhzi4+NRFIXU1FR+//33POczMzNj+PDhLFu2zKBYflbu7u6kp6ezbNkyNBoN//zzDytWrMDf3x/IHMF3dnbW36Xk0qVLBvOd8+Ph3U42b96c7T3CO3fuzJ07d5gyZYr+4svsaDQaNm7cyJ07d1CpVJQtWxaVSoWpqWm27QFCQkK4efMmSUlJzJkzBzc3t6ca/a5QoQLx8fEGF5RC5nnUaDR8+eWXtGvXjnLlyuW7byHE8yvZ+b+R09S33I2YRIis7t27x7p163jnnXd47bXXOHr0KAMHDuTQoUP56kcKcJGt1q1bs3DhQk6ePEnXrl3p0KEDy5YtY+TIkbz33ns5bufi4oKLi0uOo+CtWrUiJCSEf//9lz59+uDh4UHPnj357bffWLhwYZ7ztWnThjp16qDT6fJ9bDmxsbFh3rx5HD16lI4dOzJ8+HB8fHx4++239W0mTpzI/v378fLyYubMmXTt2vWp9tWiRQtMTEywsbHRz0F/PEunTp2IiYl54hSO7du38/rrr+Ph4cGoUaMYMmQITZs2zbG9t7c3gwYNwsfHh4yMjKe+Q0mHDh2oVKkSnTp1wsvLS//u39TUFH9/fy5cuFCgX0AkhHhOPDINUOdka7wcQmTDw8ODTZs24evry759+5g/fz7e3t5YWFjkqx+VUpBDiEKIPBs8eDAtWrR44l1LSqINGzawfPlywsLCimyfhTGXsaTN6yxpeUEyF4WSlnffvp10fz3zgvnEuBDI5RO94qKknWOQOeBP6+FNBp6VjIALYQQnTpzg7NmzpfL2fMnJyaxZs4ZevXoZO4oQoqQrAcW3eL4URPENchcUUUpMnjyZLVu2ZLtu3bp1ODk5FXGinPXr14+rV68yevRo/R1nSosffviB+fPn06JFC7p3727sOEIIIUSxJFNQhBClgkxBKXl5QTIXhZKWd9++nXT/aBvaW0nc+nOBsePkSUk7xyBTUIxNRsCFEEIIUbz8vZBbJaygFSI/ZA64EEIIIYQQeaAoCmvXrqVfv374+fkBcOzYMTZv3pyvfqQAF0IIIYQQIg9mz57N+vXrefPNN/XfeeLk5ERISEi++pECXAghhBBCiDwIDw9n0aJF+Pj4oPr/e9ZXrVqVq1ev5qsfKcCFEEIIIYTIA61WS5kyZQD0BXhycjLW1tb56kcKcCGEEEIIIfKgTZs2TJkyhfT0dCBzTvjs2bNp27ZtvvqRAlwIIYQQQog8GDt2LImJiTRr1oz79+/j4uJCbGwsH330Ub76kdsQCiGEEKJ48f2acvdTubd+jLGTCKGn1WrZunUrM2fOJCkpiZiYGJydnXF0dMx3X1KACyGEEKJ42XQCC2NnEOIxpqamTJ06lR49emBhYUGFChWeui+ZgiKEEEIIIUQetG3bll27dj1zPzICLoQQQojiSasDUxkrFMVHWloaI0aMwMXFBScnJ/2dUAC++eabPPcjz2ohCtmGDRsICAgosP5OnjyJl5dXntqOGDGCFStWABAbG4urqysJCQl5ag/g6urKqVOn8r1fIYQoCKpbScaOIISBunXrMnToUJo3b0716tWpVq2a/ic/ZARcFIjBgwdz5swZ1Go1KpUKW1tbGjduTO/evWnQoIFBGzMzw6fd8uXLqV27Nrdv32bu3LkcOnSIpKQkrK2tqVevHhMmTCAqKorly5cDmbf8SU1NxdLSUv/OMzAwkAEDBuSaz83NjYEDB+ZpubH07t2bNm3aMHToUIPliqIQEBBAjx496Nu3L3v27MlTf3PmzMnX/nNr7+LiYrDfxYsX89tvv7FgwYJ87UMIIfLK9EIMGY7ljB1DCL1hw4YVSD9SgIsCExQUpC9k4+LiCA8Pp3///kydOlV/f8xH2zxu/Pjx2NjYsHr1auzt7bl16xYHDx4EYMCAAfoCOyEhAR8fH9auXUvlypWL4MieXkZGRr7ad+vWjeXLlzNo0CBMTU31y48cOcL169fx8/Mr6IhCCPHMkjRgqgKrp6gq7qaDpSnEJsH0EwrVPz1B9/9fZ/3JSpI/CkB5sRLKCw4oZa3AzDTX/oQoTIcOHcpxXcuWLfPcj0xBEYXC2dmZ4OBgfHx8mD59OoqiPHGb06dP4+vri729PQD29vb4+vri4OBQ2HH1/vzzT4YOHUrbtm3x9/cnJCQErVYLZD+F4/HpJX5+fixdupQhQ4bg7u7Ozp07Dfo/cOAAHTp0QKPR6JclJyfj4eHByZMn6dKlC/fu3ePAgQMG24WHh9OuXTtsbW2Jjo6mefPm+nVHjhyhd+/eeHp60r59e4KDg/XrBg8eTEhIiEFfhw4donv37nh5efHhhx9y69atXNs/9Oh+t2/fzvLlyzl+/DgeHh54eHhw7do1unTpwu7duw22mzBhAl988UW2fQohSr4D8Sa89JMlTdZb8udd1ZM3eMSaP02p96MlL/5gSfMIK9ZfsWL637/r11tcjMV+8AIqdPgch3rvYffaREhJL+AjECLvPvvsM4Of4OBgBg0axLhx4/LVj4yAi0LVsWNHoqKiuHLlyhPburi4MGfOHK5fv85LL71EnTp1DEaBC1tSUhLvvfcePXv2ZM6cOcTExPD+++9jbm5Ov3798txPREQEM2bMoF69eqSlpbFjxw79upYtW2JlZcXevXvp0KEDANu2baNSpUq4uLgAmecsPDycNm3aAHDr1i327t3LvHnzst3f559/TnBwMH5+fmg0Gk6fPp1rvk2bNrFkyRIsLS2ZOHEi48ePZ/78+Xk+vocZL1++nGUKir+/PxEREfpPPJKSkti5cyeLFi3KV/9Pw9bWCrW64F/SHB3LFnifhamk5QXJXBQKM++Rc1pStQqpWvjjgTWtaud9bG/3AS06RUH3/2M05R4kk1sJb/bHvzg+SIFqT3/7t8JS0p4TUDIzG9vjd0DRarUsXLhQ//X0eSUFuChUlSpVAuDOnTtA5nzvVatWGbR5OK94ypQp/PTTT2zYsIEZM2agVqvx8/Nj2LBhWFg8+x1hs9t3SkoKbm5uAOzfvx+1Wk1QUBAqlYqaNWvSr18/Vq9ena8CPCAggPr16wNgaWlpsM7ExAR/f38iIyP1BXhkZKTBKHr37t0JCgri+vXrVKxYkaioKKpUqYKrq2u2+1Or1Vy7do2bN2/i4OCQY7uHBg0apP9UYeTIkXTr1o3ExMSn+iKBxwUEBPD999/rs2/dupWqVavSqFGjZ+77Se7cSSnwPh0dy5KYeL/A+y0sJS0vSOaiUNh5u1VRsa2COTZqBU/7FBIT875tUB0Tzt9Q8yAD/k1Scc+6DDr++3j+0c9OlbJWpAU0J8m+HBSz81/SnhNQ+Jmfl+Le1NSUoUOH4unpSWBgYJ63kwJcFKqH0zVsbW2BzIslc5oDbm1tTWBgIIGBgWg0Gg4ePMiECRMoU6ZMlosSn0Z2+x48eLD+9/j4eJydnQ1uKVS1atVc7xqSHWdn51zXBwQEEBoaSnx8PElJSVy8eJHZs2fr1zds2JBatWoRFRVFUFAQkZGRvP766zn2N2PGDJYvX06vXr2ws7OjW7du9O7dO8f2j86bf5g1ISGhQApwJycnmjdvTlRUFAMHDiQiIoJu3bo9c79CiOKrZjmFbb5pT7Vt84o6fvU33Ha7TTc6B0cAkN7JhXv/e/8ZEwpRuA4cOGBQO+SFFOCiUO3YsYOKFStSvXr1fG2nVqvx9PTEzc2NCxcuFFI6Q05OTsTFxaEoiv5/pJiYGP0ovrW1NZA5av5QYjZDPSYmuX/86uDggLu7O1FRUdy/fx8vLy/9G5SHunfvzooVK2jYsCEJCQn4+vrm2F/dunWZMmUKiqJw6tQphg0bRp06dXj11VezbR8bG0vVqlWBzItl4b9PKvIjp+Ps3r07M2fOxN3dncuXL+Pt7Z3vvoUQz6+UCv99lK+tWdGISYTIytPT06DYTklJIT09nQkTJuSrH7kIUxSK+Ph4Fi9ezMaNGxk1alSe3hnOnDmTP/74g7S0NHQ6HdHR0Rw/flw/N7qwubu7k56ezrJly9BoNPzzzz+sWLECf39/IHMU39nZmaioKLRaLZcuXSIiIuKp9tWtWzeioqLYvHlztvcI79y5M3fu3GHKlCn6iy+zo9Fo2LhxI3fu3EGlUlG2bFlUKlWuc+dDQkK4efMmSUlJzJkzBzc3t6ca/a5QoQLx8fEGF5RC5nnUaDR8+eWXtGvXjnLl5BZiQoi8U8z+K01Se7cxYhIhspo+fTrffPON/ickJIR9+/bl+9NeGQEXBSY0NJSVK1eiUqkoX748jRs3JjQ0lIYNGxq0efSLXgAmT56Mh4cHiqIwadIk/ZSPihUr0qdPH/r06VMk+W1sbJg3bx4zZ85k1apV2NjY4Ofnx9tvv61vM3HiRKZNm8a6deto1KgRXbt2ZePGjfneV4sWLTAxMcHGxkY/B/3xLJ06dSIiIuKJ76q3b9/Od999R3p6Ovb29gwZMoSmTZvm2N7b25tBgwZx8+ZNmjZt+tR3KOnQoQM7duygU6dO6HQ6Vq9eTZUqVTA1NcXf35+lS5fy4YcfPlXfQggBoHOyM3YEIQycOXOGoKCgLMuXL1+erzngKiUv94cTQhS4wYMH06JFi1y/QKik2rBhA8uXLycsLKzI9lkYFxOVtAurSlpekMxFoaTl3bdvJ91f/x8AiQnLIZ9za42hpJ1jkIswn1bTpk05ceJEluVubm4cPXo0z/3ICLgQRnDixAnOnj3LtGnTjB2lwCUnJ7NmzRp69epl7ChCiJKuBBTf4vnw8At4dDodhw8fNvh+k2vXrsltCMXzafLkyWzZsiXbdevWrcPJyamIE+WsX79+XL16ldGjR2NnV7o+Xv3hhx+YP38+LVq0oHv37k/eQAghhCgBPvvsMwDS0tIYO3asfrlKpcLR0THfX8QjU1CEEKWCTEEpeXlBMheFkpZ3376ddI+34P69VFKDOhg7Tp6UtHMMMgXlaY0ZM4ZvvvnmmfuREXAhhBBCFC/BXUgtYQWteD4URPENUoALIYQQQgiRJ0lJScydO5djx45x+/Ztg7ngD7/ZOy/kPuBCCCGEEELkwcSJEzl79izBwcHcuXOHcePG4ezsTP/+/fPVj4yACyGEEEIIkQcHDhxg8+bN2NnZYWpqSocOHWjUqBFDhw7NVxEuI+BCCCGEEELkgU6no2zZzAtMra2tuXfvHo6Ojly5ciVf/cgIuBBCCCGEEHlQv359jh07RsuWLXF1dWXSpEmUKVOGGjVq5KsfGQEXQgghRLES/a+GDK3W2DGEyOKrr76iSpUqAIwbNw5LS0vu3buX77ujyAi4EEIIIYqNm2nmvD4rieq2cOxdY6cRJUW7du1YtGgRdevWLdT9vPDCC/rf7e3t+frrr5+qHxkBF0IIIUSxERX7AqhUXLknX0Mvih9FUVi7di39+vXDz88PgGPHjrF58+Z89SMFuBBCCCGKjaM3Kuh/z9DpjJhElHQRERH4+fnh5+fHe++9x82bNwF48803OX36NJB5W0EfHx8AMjIyaN68OQ8ePMixz9mzZ7N+/XrefPNN4uLiAHByciIkJCRf2aQAF0IIIUSxcSfVSv/77wlKLi2FyNnFixf59ttvCQ0NZcOGDdSpU4cvv/wSgBYtWnD48GEAjh8/joWFBdevX+fMmTPUqlULa2vrHPsNDw9n0aJF+Pj4oFJlfkpTtWpVrl69mq98UoALIYQQolj67pCxE4iS6siRI3h6elKxYkUAevXqxaFDmU+oFi1acPDgQeLi4rC1taVt27YcOnSIgwcP0rJly1z71Wq1lClTBkBfgCcnJ+datGdHCnAhipCHh4f+p3nz5jRv3txg2UMhISG4urqycePGLH34+fnp55rFxsbi6upKQkJCvnIsXrwYV1dXli5darD8yy+/ZOLEifrHrq6unDp1Ksv2jy7fsGEDrq6ujBgxIku7N954A1dXV6Kjo/OVTwjxfNJmGI547/zLSEFEiacoir5AflyzZs04e/Yse/bsoWXLlrRs2ZLDhw9z+PBhWrRokWu/np6eTJkyhfT0dP1+Zs+eTdu2bfOVTwpwIYrQvn379D++vr506dLFYBlk3uQ/KiqK8uXLExYWVmhZypcvz//+9z9u3LjxzH05Ojry+++/Ex8fr1926tQptFotpqamz9y/EKL0UN1KwnrWBtR7/yD+AUz//jaLuh1jSZfD/NjpoEHbdB1U/FaHzzo48peW7/dlEPmHjjmHddxLk+kpImctW7Zk7969JCYmArB27VpatWoFgLm5OS+99BJLly6lVatWvPLKK5w4cYILFy7wyiuv5Nrvp59+yvXr12nWrBn379/HxcWF2NhYPvroo3zlk9sQClHMHDp0iISEBGbMmMH777/PpUuXqF27doHvp169elhYWLB48WI+++yzZ+rLwsICT09PIiMjGTJkCJA5Ty4gIID58+cXRFwhRClR9qPlWGyMRjEzpfucpXw+bjtl0jWkmZqy1C/rx//t//qdnUpDAv+F8skZJJuoiFeb8edNmOsjd0oR/wkMDDQY9Pnwww8ZMGAAkHn7wC+++EK/rmXLlpw5c4aGDRtiZmZGtWrVqFq1Kubm5tn2nZiYiKOjIzY2NixYsICbN28SExODs7Mzjo6O+c4qBbgQxUxYWBitWrXC3d2dunXrEh4ezujRowtlXyNHjqR379706tWLWrVqPVNfAQEBjBo1ikGDBvHgwQP27t3LyJEji6wAt7W1Qq0u+Jc0R8eyBd5nYSppeUEyF4VildfGEgCViQpLc1O0JplFtAL63x+l+f+CSl9W/X+TsmXUODrmb95tYSpW5ziPSmLmnOzatSvb5d26dct2+ZAhQ/QDRkCWKZmP69SpEydOnNA//vzzz5k3b95TJM0kBbgQxUhiYiL79+9n2rRpAHTt2pXFixczfPhwLC0tC3x/NWrUwM/Pj9mzZzNnzpxn6qt+/frY29tz8OBBYmJiaN68Ofb29gWU9Mnu3Ekp8D4dHcuSmHi/wPstLCUtL0jmolDc8qq+7oNlo+poGtdgxiuwZkYnTH/+C9P76ai1WW87+GuNBrxW14RPXHScizWjQgUT/rkLvRplFJvjKm7nOC8KO3NpKu4hc673o44ePfpM/UkBLkQxEhkZSfny5XF3dwegS5cuzJkzhx07duhv+F/QhgwZQrdu3bJ9MTE1NSUjI8Ng2cPHZmZZXz4CAgIIDw8nNjaWkSNHFkpeIUTJppS1ImVQRwAcgOFvlIc3mgJwKOomq383bJ8wSkXmtXQmNHpBLl0TxpHTBZ1PSwpwIYoJnU5HREQE9+/f138pAGTe8ig8PLzQCnB7e3v69evHrFmzqFevnsG6ypUrc/XqVVxdXfXLHt7rtEqVKln66ty5M3PmzKF8+fI0b968UPIKIUqv5j728LtW/9jStOALHyGehlar5fDhw/qR8IyMDIPHwBNvYfgoKcCFKCYOHjzI9evXWbFihcEFHZcuXWLYsGG5Xoyp0WhIS0vTPzY1Nc12hDonb7/9NmFhYezbt08/+g7g6+vL//73Pxo2bEjt2rW5efMms2bNonXr1tjZ2WXpp0yZMixatAgLCwv5R1MIkW8mpoavG50K/vpzIZ5KhQoVGDt2rP6xra2twWOVSsXOnTvz3J8U4EIUE2FhYXh6etKgQQOD5Q4ODjRu3Jiff/6Zjz/+ONttAwICDB63bNmSuXPn5nnflpaWvPvuuwb3AAd45513MDU15ZNPPuHGjRuULVuW1q1bExwcnGNfj+cXQoinNSL3WzILUWRyusjzaamUx2eVCyFECVQYFxOVtAurSlpekMxFoaTlbfzdfeLTrEEF8aNVmJgU/3nfJe0cg1yEaWzF/1kthBBCiOdGc4dE/e8lofgW4mnIFBQhSqEtW7YwefLkbNeNHTuWLl26FHEiIYTIG7/K14i8Vo36DsZOIkThkQJciFKoS5cuUmQLIUokO3MNf48th7U2ydhRhCg08tmOEEIIIYqVmg6mMv1ElGry7BZCCCGEEKIISQEuhBBCCCFEEZICXAghhBBCiCIkBbgQQgghhBBFSApwIYQQQgghipAU4EIIIYQoNqqtvsb9sduNHUOIQiUFuBBCCCGKjQphd7k45SK69AxjRxGi0EgBLoQQQohiIxVzypDKvforjB1FiEIj34QphBBCiGJFTQYmSTICLkovGQEXQgghRLGiQ8Vtyhg7hhCFRgpwIYQQQhQPKWkAZGDKXcqg0+mMHEiIwiFTUESxFxISwqJFi5g4cSK+vr765X5+fty8eRNTU1PMzMyoWbMm7777Lq+++mq+2jxJfHw8Xbt2pWnTpixatMhg3eLFi1m2bBnm5uaoVCrs7Ozw9vZm8ODBqFSqHNv4+voycOBA3nzzTeLi4gDIyMhAq9ViYWGh73/dunU4OTllmys2NpauXbtiaWmp3xdAnTp1WLZsGQCurq6EhITQpEkTAM6fP0/fvn0JDw+natWqBv0dP36c4OBgNm3ahIODQ47n49Fz+tA777zDihX/zddMT08HwNzcXL9s3759OfYphBAApif+AcAEHQqQcvIWZZrl/HokREklBbgo1nQ6HVFRUZQvX56wsDCDAhxg3LhxeHt7k56ezvz58/noo4/YtGkTNjY2+WqTm4iICMqWLUt0dDRXrlyhevXqBuubNWvGggULUBSFU6dOMWzYMCpXroyfn1+2baKjo3n//fepWLEia9eu1bcJCQnh6NGjLFmyJF/n6Oeff6ZSpUp5alu/fn0aNGhAREQEw4YNM1gXHh5OmzZtci2+H3p4Th81cOBA/e9ffvklWq2WiRMn5imXEOL58vUxU366aMq7L2u4Ffors5u+BgqM2xJD7/9vk25iSoJ3BA1Noznywqu8vMoPkzoVjZpbiIIiU1BEsXbo0CESEhKYNGkSp0+f5tKlS9m2Mzc3p2vXriQnJ/Pvv/8+dZvHabVaoqKi6N+/P7Vq1SI8PDzHtiqVChcXF2rVqsXZs2dzbPPqq6/y4osvcuHChTxlKGjdu3dnw4YNZGT8d4HT3bt32bVrF6+//rpRMgkhnh8ZOph9yoz4Byo27Ezk+9otQaUCFdgnPfivoUpFksqGMhkpXC3rjLLwV+OFFqKAyQi4KNbCwsJo1aoV7u7u1K1bl/DwcEaPHp2lXWpqKhEREZibm+Ps7JxtX3lp87h9+/Zx8+ZNvL29MTExYfny5QQHBxtMrXhIp9Nx4sQJ/vrrryyjw4+2iY6O5q+//uLNN9/MU4aC1qlTJ7777jt+/fVX2rVrB8DGjRtxdHSkefPmRslUEGxtrVCrC/4lzdGxbIH3WZhKWl6QzEWhuOV9s0EGP53T4eHhTK3Vh/mpSWsATBTDdiYoZKhMqfjgBrZDOmNZzI7jUcXtHOdFScxcWkgBLoqtxMRE9u/fz7Rp0wDo2rUrixcvZvjw4VhaWgIwefJkvvnmG5KTk7GxsWHatGnY2dkZ9JOXNjkJCwvD3d2dChUq4OPjw7x589i1axedO3fWtzl+/DheXl6kpaWh0Wjo0aMHPXr0MOjnYRsTExMcHBwYMmRIluk0T6tnz54Gc8A7d+7MJ598kmN7KysrunTpQkREhL4Aj4iIICAgwKCf3Dw8pw+tW7cOR0fHpzyCgnHnTkqB9+noWJbExPsF3m9hKWl5QTIXheKYd647TG8BlmaAWzM+vX6XBWfNqF7psbLkhXJcWTeLZlXKcF9tyv1idhwPFcdz/CSFnVmK+9xJAS6KrcjISMqXL4+7uzsAXbp0Yc6cOezYsUM/v3rs2LF4e3tz48YNxowZw+nTp/Hw8DDoJy9tshMXF8fhw4eZPn06ALa2trRp04awsDCDAvzh/G6NRsOqVavYvHkzqampBnPMH7YpDGvXrs3zHPCHunfvTp8+fYiLiyM+Pp6rV68azFl/kofnVAghnpblIxVI5YoWfFURzKhO/JZ/ADDXZlBtanPK1ShnnIBCFCKZAy6KJZ1OR0REBPfv38fHx4dOnTrRs2dPtFpttvOwHRwc+Pzzz1m1ahXnz5/Pts+8tHlUeHg4Op2Or776ik6dOtGpUycOHz7MiRMn+Oeff7K0V6vVBAYGYmdnx+LFi/N9zEWpbt26NGjQgMjISMLCwvJ88aUQQhSmDJdqQOZ9wAFsPLO/C5QQJZ2MgIti6eDBg1y/fp0VK1YYTG24dOkSw4YNy/ZizOrVq9OlSxfmz5/P3Llzs+03L20g85aAGzZsoH///vTq1ctg3dChQwkPD+eDDz7Idtt3332X4OBgevfunee55oVJo9GQlpamf2xiYoJaraZ79+4sXLiQ+/fvM2PGDCMmFEKI/1c+88t3TNFhiQYTMxknFKWTPLNFsRQWFoanpycNGjTAwcFB/9OiRQsaN27Mzz//nO12QUFBHDt2jOjo6Bz7zkubffv2ce/ePXr37m2wfwcHB3r37s3GjRv197p+nIuLCy4uLkU2Cv7666/j4eGh/3l8asi7775L69at9T8P31B06tSJ1NRUHBwcSvTFl0KI0scUBWduGzuGEIVGpSiK8uRmQghRvBXGxUQl7cKqkpYXJHNRKGl5b1RchClgYqaifOwQY8fJk5J2jkEuwjQ2GQEXQgghRLGhJoP7WFH2TD9jRxGi0MgccPHcOnnyJCNGjMh2XWBgIAMGDCjiRFnldLcWFxcX5syZUyj7HDFiBCdPnsx2nXydvBCisKW7mFHDsSy6ClbGjiJEoZECXDy3XFxcin1BaYx8hVXYCyFEXpwfV4eXugeUuCkdQuSHTEERQgghhBCiCEkBLoQQQgghRBGSAlwIIYQQQogiJAW4EEIIIYQQRUgKcCGEEEIIIYqQFOBCCCGEKFZ0Op2xIwhRqKQAF0IIIUSx8CApg1NRToz3O8XfJ+U2hKL0kgJcCCGEEMXC+gWJJN+yRAXs++mGseMIUWikABdCCCFEsXDtWgY6k8zS5O71DCOnEaLwSAEuhBBCiGIhPV3R/67INHBRislX0QvxHBg8eDBnzpxBrVajUqmwtbWlcePG9O7dmwYNGhi0MTMzfFlYvnw5tWvX5vbt28ydO5dDhw6RlJSEtbU19erVY8KECURFRbF8+XIAFEUhNTUVS0tLVCoVAIGBgQwYMKBoD1oIIYQopqQAF+I5ERQUxMCBAwGIi4sjPDyc/v37M3XqVNq2bZulzePGjx+PjY0Nq1evxt7enlu3bnHw4EEABgwYoC+wExIS8PHxYe3atVSuXLkIjkwIIYQoWWQKihDPIWdnZ4KDg/Hx8WH69OkoivLEbU6fPo2vry/29vYA2Nvb4+vri4ODQ2HHFUKUUikahfW/a2m/WuGlL+5lWX9g1WWS4lONkEyIwiUFuBDPsY4dO3L9+nWuXLnyxLYuLi7MmTOHsLAwzp8/j1arLYKEQojSLHiDjuBfzDhz35yPd53Ksv7QDg1bRp4h9a6m6MMJUYhkCooQz7FKlSoBcOfOHSBzvveqVasM2uzZsweAKVOm8NNPP7FhwwZmzJiBWq3Gz8+PYcOGYWFhUZSxs2Vra4VaXfAvaY6OZQu8z8JU0vKCZC4KxTVvXPI9MDUBVJRJz1pkKyoVmmQtNuYW2DmWKfqA+VBcz3FuSmLm0kIKcCGeYwkJCQDY2toCmRdL5jQH3NramsDAQAIDA9FoNBw8eJAJEyZQpkwZhg4dWlSRc3TnTkqB9+noWJbExJLzZSAlLS9I5qJQnPN+2xHGbE8n+q6a8052Wdar0dJ8xItkWOmK7TFA8T7HOSnszFLc504KcCGeYzt27KBixYpUr149X9up1Wo8PT1xc3PjwoULhZROCFHaNaykYnNfU0BHYtOqzF9pON87aGYtytqrjRNOiEIkc8CFeA7Fx8ezePFiNm7cyKhRo/S3C8zNzJkz+eOPP0hLS0On0xEdHc3x48dxcXEpgsRCiNLOsVXFLMuk+BallYyAC/GcCA0NZeXKlahUKsqXL0/jxo0JDQ2lYcOGBm1WrFhhsN3kyZPx8PBAURQmTZqkn7ZSsWJF+vTpQ58+fYr0OIQQQoiSTgpwIZ4DS5YseeY2o0aNytO+KlWqRHR0dJ7aCiGEEM8jmYIihBBCiGLBxNTYCYQoGlKACyGEEKJYcLD/rwK3Kicliii95NkthBBCiGKhQ/fymOl0ADRwL2fkNEIUHpkDLoQQQohioa6LDS37H6F8enMatSveX7wjxLOQEXAhhBBCFCvteznn6faoQpRUUoALIYQQQghRhKQAF0IIIYQQoghJAS6EEEIIIUQRkgJcCCGEEEKIIiQFuBBCCCGEEEVICnAhhBBCFBtWB5O5teqcsWMIUaikABdCCCFEsVF9xnUS+m41dgwhCpV8EY8QQgghig0VCioUY8cQolBJAS6EEEKIYsMULdakGjuGEIVKpqAIIYQQothQAI2MD4pSTgpwIYQQQhQLOu1/U0+UZI0RkwhRuOQtphEMHjyYM2fOoFarUalU2Nra0rhxY3r37k2DBg0M2piZGf6Jli9fTu3atbl9+zZz587l0KFDJCUlYW1tTb169ZgwYQJRUVEsX74cAEVRSE1NxdLSEpVKBUBgYCADBgx4Ys6QkBAWLVrExIkT8fX1NVjn5+fHzZs3MTU1xczMjJo1a/Luu+/y6quv5qtNTjZs2MAXX3yBpaUlAOXKlaNdu3YMHz4cc3NzFi9ezLJlyzA3NzfYbsSIEbzxxhvZbu/l5cWIESOwsLB44v4B9u/fz/fff8/FixcBqFu3Lv3798fd3R2Anj17EhcXB0BGRgZardag73Xr1rFo0SJMTU0ZP368Qd8TJ040WP6s5yo0NJSIiIhc2wUHBxMdHU1ERASVK1c2WJecnMyyZcvYvXs3CQkJ2NjY4OzsTMeOHenRowfm5ub8888/TJw4katXr5KRkUHFihV566236N69u76fW7duMWXKFI4cOYK5uTldu3Zl2LBhmJjIe30hxJPdi0kBwIoUdHv+wdSnjpETCVE4pAA3kqCgIAYOHAhAXFwc4eHh9O/fn6lTp9K2bdssbR43fvx4bGxsWL16Nfb29ty6dYuDBw8CMGDAAH2BnZCQgI+PD2vXrs1SdOVGp9MRFRVF+fLlCQsLy1KAA4wbNw5vb2/S09OZP38+H330EZs2bcLGxiZfbXJSpUoVfVF54cIFhg0bRpkyZRg6dCgAzZo1Y8GCBXna/q+//iI4OJhy5coxZMiQJ+47MjKSb775hvfff59Zs2YBsHXrVj7++GM+/fRTfH19Wbt2rb59SEgIR48eZcmSJU/sOyfPcq6e5Nq1axw7doxy5coRHh7Oe++9p1+XnJxMUFAQ1tbWTJo0ibp166JWq7lw4QLr168nMTGRKlWq4ODgwBdffEGVKlUwNTXlzz//JDg4mMqVK9OiRQv9MZQpU4bNmzdz584dRowYQbly5ejfv/8zH4MQonS6nKhj4GZTzt9X6HDxNt8B5bhJzNAoVKpkqqf+iwladGY2pNs5kTo9AJ33y8aOLcQzkWGpYsDZ2Zng4GB8fHyYPn06ivLkq79Pnz6Nr68v9vb2ANjb2+Pr64uDg0OBZDp06BAJCQlMmjSJ06dPc+nSpRzbPhzpTE5O5t9//33qNrmpV68eLi4uXLhwId/bAtSqVYsmTZpw7tyT7y374MEDvvvuO9555x3eeOMNbGxssLGxoUePHvTr14+ZM2eSmlp4Fwg967nKTlhYGDVr1iQwMJCoqCgyMjL069asWcONGzeYPXs2jRo1wsLCAhMTExo0aMD48eOpUqUKADY2NlSrVg1TU1MAVCoVKpWKf/75B4CYmBiOHj3KyJEjsbGxoWrVqvTr14+wsLACOQYhROk0caeKM1iiAWreTwLAFB3O6TeolnoFNRpM0WGWkQSJKViMDDduYCEKgIyAFyMdO3YkKiqKK1euPLGti4sLc+bM4fr167z00kvUqVNHXxgVhLCwMFq1aoW7uzt169YlPDyc0aNHZ9s2NTWViIgIzM3NcXZ2fuo2OVEUhQsXLnDixAnefPPNfB8LwMWLFzlx4gTe3t5PbHv69GmSkpKybevj48PSpUs5ffo0bm5uT5XlSZ7lXGUnIyODjRs30q9fP7y9vZk3bx6//vor7dq1A+DgwYO0bNmSsmXL5qm/Xr16ceXKFTQaDbVq1aJz584A/Pnnn/rC+6H69esTGxtLUlJSgYzk58bW1gq1uuBf0hwd83ZeiouSlhckc1EoznlbVX/AlgsKqMBE999yFQoPzKwxz7gHgO7/Sxazxs7F8niKY6YnKYmZSwspwIuRSpUqAXDnzh0gc773qlWrDNrs2bMHgClTpvDTTz+xYcMGZsyYgVqtxs/Pj2HDhuV5jnNOEhMT2b9/P9OmTQOga9euLF68mOHDh+vnVANMnjyZb775huTkZGxsbJg2bRp2dnYGfeWlTU5iY2Px8vLSz5Pv2rWrwVSG48eP4+XlZbDNrFmzaNKkicH2Go2GtLQ02rZtm6fpJ7dv3wbA0dExy7qHnzDcunUrT8cAsHnzZnbu3GmwLDU1FR8fH4Nlz3KucrN7927u3buHj48PdnZ2eHh4EBYWpi/Ab9++jYuLi8E23t7ePHjwAI1Gw9ixYw2y/vjjj2RkZHDixAlOnjypf048zP2oh0V9dusK2p07KQXep6NjWRIT7xd4v4WlpOUFyVwUinveIS2hoaOGyw/g5InMD+YVIEMxJVlbDhO0mL5aDU231uic7dC+Vp/7xex4ivs5zk5hZ5biPndSgBcjCQkJANja2gKZF0vmNAfc2tqawMBAAgMD0Wg0HDx4kAkTJhjMkX5akZGRlC9fXn+xYZcuXZgzZw47duzAz89P327s2LF4e3tz48YNxowZw+nTp/Hw8DDoKy9tclK5cuVcLyx80hzwh9trtVq2bNnCvHnzuHfvHtbW1rnu92HRm5iYaDCaC3Djxg0A/dSfvPD29s72IszHPcu5yk1YWBgeHh764/L39+eDDz4gJiaGKlWqYGtry/Xr1w222bx5MwABAQHodLosfZqZmeHm5sauXbsICQnRz89PSkoyaHf/fuaLe5kyZZ75OIQQpVfr2ia0BjwGVoANkEIZNB+1xXxMG9KMHU6IQiBzwIuRHTt2ULFiRapXr56v7dRqNZ6enri5uT31HOmHdDodERER3L9/Hx8fHzp16kTPnj3RarWEh2c/787BwYHPP/+cVatWcf78+aduU1hMTU3x9fWlefPmfPvtt09s37hxY8qUKcPWrVm/CnnLli2UKVOGhg0bFkZUoGDP1dWrV4mOjubIkSN06tSJTp068cUXX6Aoiv7NTatWrTh06BD37t3Ld/9arVY/T71OnTokJSVx7do1/foLFy5QuXLlQh/9FkKUDpWblAfgAWXR+cuFlqL0kgK8GIiPj2fx4sVs3LiRUaNG6W8XmJuZM2fyxx9/kJaWhk6nIzo6muPHj2eZSpBfBw8e5Pr16yxbtozVq1frf2bPnp3rxZjVq1enS5cuzJ8/P8e+89KmMA0aNIj9+/dz5syZXNtZW1szcuRIli9fzs8//0xycjJJSUmEhYXx/fffExwc/MRR9GeV33OlKAppaWkGP1qtlrCwMCpXrkxYWJj+b/nDDz8waNAg/cWYb731Fvb29rz//vucOXOG9PR0dDodFy5cIDk5Wb+PQ4cO8fvvv6PRaMjIyGDPnj1s3ryZVq1aAZl3nXFzc2POnDkkJSURExPDihUrDG5TKIQQuVFbZV7LlIYlJrWffQqeEMWVTEExktDQUFauXIlKpaJ8+fI0btyY0NBQg5HV0NBQVqxYYbDd5MmT8fDwQFEUJk2apJ+2UrFiRfr06UOfPn2eKVdYWBienp76+5E/5ODgQOPGjfn555/5+OOPs902KCiI119/nejoaFxdXZ+6TV4dP348yxSNN954gxEjRmTbvmrVqvj4+DBv3jwWL16ca9/du3enQoUKrFixglmzZpGamoq5uTnjx4/XX3RY2PJzrmJiYmjdurXBsiFDhrBx40aCgoKy3B3nrbfeYtWqVezZs4cOHTqwbNkyQkNDmTBhAtevX6dMmTJUrlyZgQMH0qFDByBzHvd3331HXFwcpqamVK5cmQ8++ICAgAB9v1999RVTpkzB29sbtVpN165d6devX8GcECHEc0EFqElHZSpjhKL0Uil5ueedEM+5+Ph4goKC6NatW47z8oVxFcbFRCXtwqqSlhckc1EoaXlvVlyCFalYX89+MKU4KmnnGOQiTGOTt5dC5IGTkxPz589Hp9PpP3UQQghR8BRMeEDhTvMTwthkCspzaPLkyWzZsiXbdevWrcPJyanQM5w8eTLHqSKBgYH6b/IsLCNGjODkyZPZrtu3b1+2y2vUqMHgwYMLM1a2jH2uhBCiKKWUM8PKTMoTUbrJFBQhRKkgU1BKXl6QzEWhpOXdt28n3bsHlKjMJe0cg0xBMTaZgiKEEEIIIUQRkgJcCCGEEEKIIiQFuBBCCCGEEEVICnAhhBBCCCGKkBTgQgghhBBCFCEpwIUQQgghhChCUoALIYQQolhRz8hg1UUpUUTpJc9uIYQQQhQbiRpLMhSYcMzc2FGEKDRSgAshhBCi2PgnLfMLXJIyjBxEiEIkBbgQQgghio0d96v//28qo+YQojBJAV6ENmzYQEBAgLFjPHfkvBeMiRMn8uWXXxo7hhCilIvXWBk7ghCFzqygOxw8eDBnzpxBrVajUqmwtbWlcePG9O7dmwYNGhi0MTMz3P3y5cupXbs2t2/fZu7cuRw6dIikpCSsra2pV68eEyZMICoqiuXLlwOgKAqpqalYWlqiUmW+Uw4MDGTAgAG55nNzc2PgwIF5Wm5Mfn5+3Lx5E1NTU8zMzKhZsybBwcG4uroaO1q2/Pz8ePfdd/H29gZgz549jBs3jt27d6NWqwHYu3cvo0aN4pNPPqFHjx76bX19fenTpw+9evV6pgyLFy/mt99+Y8GCBc/Uz5OMGDGCkydPAqDVatFoNFhaWurXz5kzBxcXl0Lbf1JSEqGhoezZs4fExETKli1L3bp1efvtt3Fzcyu0/QohRGGLySiv/12rA1MZKhSlUIEX4ABBQUH6QjYuLo7w8HD69+/P1KlTadu2bZY2jxs/fjw2NjasXr0ae3t7bt26xcGDBwEYMGCAvsBOSEjAx8eHtWvXUrly5cI4lAKTkfF0k9nGjRuHt7c3qampzJ07lw8//JDNmzdjY2OTpf/H39AYm6urKxqNhtOnT9OsWTMAoqOjefHFFzl27Ji+AL969Srx8fE0b97cmHHzTFEUZs6cqT/fmzdvZuHChWzYsKFI9v/gwQMGDhyIlZUVX331FXXr1kWn03Ho0CF27twpBbgQolhQ3U0GjRbuJqPeeBzsrdE52aOrYo9JUipaZ3tMklPRVq8IVv9/weXtJOC/EfDfb6p4xVExzgEIUYgK/X2ls7MzwcHB+Pj4MH36dBTlyf8jnT59Gl9fX+zt7QGwt7fH19cXBweHwo6r9+effzJ06FDatm2Lv78/ISEhaLVaAGJjY3F1dSUhIUHf/vFpDn5+fixdupQhQ4bg7u7Ozp07Dfo/cOAAHTp0QKPR6JclJyfj4eGhH1l9lKWlJd26dePBgwdcvXpVv7+VK1fi7e1N7969Abh06RLDhg2jffv2+Pj4MG/ePH3xr9Fo+Prrr3nttdfw9PSke/fu/PLLL/p9nDx5kqCgINq1a4e/vz+rVq3S/72io6Np3rw527dvx9/fH09PTz755BOSk5MB+OCDD4iPj+err77Cw8OD9957DxsbG1566SWOHTum38fRo0cZMmQI0dHR+r6PHj2Ko6MjNWvWBCA8PJyePXvi6elJ7969OXz4sH77ixcvMnjwYNq3b0/btm0ZMWIE165dA2D79u0sX76c48eP4+HhgYeHh34dwI8//oi3tzdt27bl66+/1v89AeLj4xkzZgydOnWiU6dOfP311/pjg8w3E2vWrKFv3764u7tz7ty5LH8jgMuXL9OiRQtu3bqlX6YoCn5+fmzatMnguREUFISHhwd9+/bljz/+MOgnt3Pwww8/kJiYyKxZs3j55ZdRq9VYWFjg5eXFp59+qm+3c+dO3nrrLTw9PXnrrbfYvXu3ft3D58/q1avx9vamTZs2zJo1izt37jB69Gg8PT15/fXXOXXqlEGutLQ0xo8fj6enJ/7+/lnedOS2TyHE88P03DXsXT6kQqORVGj5CeW/Xkf5USuwe/s7KniNx873ayo0G4V9m8+wb/UxqvspqK7fpd73hmVJx81yJxRRSikFbNCgQcrSpUuzLD906JDSrFkz5fLlyzm2eWjEiBHKG2+8ofz888/KuXPnlIyMjGzbxcfHK82aNVNiYmKeOd+jy+/fv6+89tprytKlS5W0tDTl77//Vrp27aqsWLFCURRFiYmJUZo1a6bEx8frt4+KilL8/f31j319fRVvb2/l3Llzik6nU1JSUgzaaLVaxdfXV9mxY4d+m59//ll5/fXXDfrYtGmToiiK8uDBA2XatGmKp6enkpSUpERFRSlubm7Kt99+q6SkpCgpKSnKzZs3lXbt2inr169X0tPTlYSEBKVPnz7KkiVL9P2/9dZbyu3btxVFUZS4uDjlr7/+UhRFUS5duqR4eHgou3fvVjIyMpTLly8rfn5+yoYNGxRFUZRjx44pzZo1UyZNmqQkJycrN27cUAICApSQkJBs8z40f/58JTAwUFEURblx44bSpk0bRaPRKN26dVPOnTunKIqifPzxx8qECRP0Gf39/ZULFy4oWq1W2bdvn+Lu7q78+++/iqIoysWLF5Vjx44paWlpyv3795UxY8Yo/fv31+9v0aJFyrvvvmuQ4eG5mjdvnpKWlqb8+++/Stu2bZXNmzcriqIoqampir+/v7Jw4UIlJSVFuXv3rjJ8+HBl4sSJ+j6aNWumvPnmm8rVq1eVjIwMJS0tTb9u06ZNiq+vr/7xwIED9c8VRcl87nt5eSkpKSn689SpUyfl7NmzSnp6urJ8+XKlffv2yv379/N0DgIDA5Vx48Ypufntt9+Uli1bKvv371c0Go2yb98+pWXLlsqZM2cMzsmiRYuU9PR05cKFC0qLFi2Uvn37KqdPn1YyMjKUefPmKQEBAfo+P//8c8XNzU3ZtGmTotFolEOHDimtWrVSTp06lad9Frb0dE2R7EcIkQdLtysK3fL+c/JvRdlxSmFqqsJ0jcGPEKVRkc1ZqFSpEgB37twBMud7r1q1yqDNnj17AJgyZQo//fQTGzZsYMaMGajVavz8/Bg2bBgWFhbPnCW7faekpOg/ut+/fz9qtZqgoCBUKhU1a9akX79+rF69mn79+uV5PwEBAdSvXx/AYH4wgImJCf7+/kRGRtKhQwcAIiMjs1wsOHnyZL755hvMzc2pVasWs2bNokyZMgCYmZkxfPhwzM0zRwjWrVtHnTp1eP311wGoWLEi/fv3Z+7cuQwaNAi1Wk1KSgqXL1+mUaNGODk56fezfv162rdvj5eXFwA1atSgZ8+ebN68GV9fX3274cOHY21tjbW1NV5eXjmOBD/k5ubGihUrePDgAceOHaNJkyaYmZnx6quvcuzYMerVq0d0dDQffPABkDlKPXDgQOrWrQuAu7s7rq6ubNu2jYEDB1KnTh193+bm5gwaNIhevXqRkpKClVXOF+5YWloydOhQTE1NeeGFF3j11Vc5e/YsXbp0Yd++fSiKwtChQ/Vt3333XQYMGMC4ceMwNTUFoE+fPlStWhVAvyw73bp1IzQ0VP9ciYyMpEuXLgbPAX9/f/01Ee+88w7r1q1j//79dO7c+Ynn4Pbt2zRp0iTX875hwwbatWtH69at9X14eXkRGRlJw4YN9cc5aNAgTExMqFu3LnXq1OHll1+mUaNGAHTp0oXly5eTlJSkn/LUqFEj/Rz/Fi1a0K5dOzZu3Mgrr7ySp30Wpjt3Ugq8T0fHsiQm3i/wfgtLScsLkrkoGCOvqm1jynZ2wSTxHqa//Y0q45FPv/9/UrfOUo3KxIS0rq+SVLkCVLKj7Zyt7G7jo29qY6YrEee6pD0noPAzOzqWLbS+S4MiK8AfTtewtbUFMi+WzGkOuLW1NYGBgQQGBqLRaDh48CATJkygTJky+iLpWWS378GDB+t/j4+Px9nZWX9hJ0DVqlUNppzkhbOzc67rAwICCA0NJT4+nqSkJC5evMjs2bMN2owdO1Zf8DzOwcFBX3xD5tSY3377TV9EQ+b0B51OB2QWVDdv3mTmzJn8+++/uLm5MWLECF544QViY2OJjo42mDKgKIr+jRNkFp12dnb6x5aWljx48CDXY3zllVdQq9WcOHGC6OhoXn31VSBzSseGDRto3rw5d+7c0b/5iY2N5ZtvvuHbb7/V96HVaqlYsSIA165dY/bs2fz+++8G+75z506uBbidnZ1B0WxlZaXfPjY2lvj4eIPzBqBSqbh586Z+33m9zqB9+/bMmDGDU6dOUaNGDfbu3cuKFSsM2jz63FCpVDg5OemfX086B3Z2diQmJuaaISEhQV/gP1S1alXOnz+vf2xnZ4eJyX8f91paWlKhQgWDx5A5NephAf74c9rZ2VnfZ172KYR4PijlrLm38v38bWRmyk+h7aj4yMvl8EZyM3BROhVZAb5jxw4qVqxI9erVn9z4EWq1Gk9PT9zc3Lhw4UIhpTPk5OREXFwciqLoi/CYmBh9MWptbQ1kjpo/lF1B9Ghxkx0HBwfc3d2Jiori/v37eHl56d+g5MWjbxAe5nZzc8tSxD9kZmZG//796d+/P/fv3+ebb77hiy++YOnSpTg7O9O1a1c+/vjjPO//cdkdr1qtpkmTJhw7dszgwktXV1e++uorDh48yIsvvoijoyOQWdANGTJE/6nA4yZPnoyjoyNr1qzB1taWS5cu0atXL/188ied8+w4OztTvXp11q5dm+/jy46FhQU+Pj5ERkZSp04d/c+j4uLi9L8rikJ8fLz++fWkc9CqVSvWrFnDvXv3KFeuXLZtKlWqRGxsrMGyR5/DT+vR3A8fP+yzsPYphHh+vf6i9smNhCiBCv0izPj4eBYvXszGjRsZNWpUlqIxOzNnzuSPP/4gLS0NnU5HdHQ0x48fL9Tbuj3K3d2d9PR0li1bhkaj4Z9//mHFihX4+/sDmaP4zs7OREVFodVquXTpEhEREU+1r27duhEVFcXmzZuf+V7VPj4+nDt3jsjISP25u3btmv4OMseOHePcuXNkZGRgYWGBpaWlflS4R48ebN++nV9//ZWMjAwyMjL4+++/OX78eJ73X6FCBa5evZpl+auvvsrWrVtJSkqiXr16QOboq5OTE2vWrDG4a0fv3r1ZsmQJFy5c0N9m8tSpU/zzzz9A5mislZUVZcuW5c6dOyxevDhLhvj4eIOLW5/Ew8ODjIwMli1bRnJyMoqicP369We6gPDhBa7r16+nW7duWdZHRUVx/vx5MjIyWLlyJampqbi7u+fpHLz11ls4Ojry/vvvc/bsWTIyMkhPT2f//v1MnToVyLyt465duzh06BBarZYDBw6we/duunbt+tTHBHDmzBm2bt2KVqvl2LFj7Nq1Cx8fn0LdpxDi+aLmv1Hvaja5NBSiBCuUEfDQ0FBWrlyJSqWifPnyNG7cmNDQUIN5oKGhoVk+lp88eTIeHh4oisKkSZP0H8lXrFiRPn360KdPn8KIm4WNjQ3z5s1j5syZrFq1ChsbG/z8/Hj77bf1bSZOnMi0adNYt24djRo1omvXrmzcuDHf+2rRogUmJibY2Ng88+3jHBwcWLRoEXPnzmXBggWkpqZSuXJlunfvDsDNmzf55ptviI+PR61W8/LLLzN27FgAateuzXfffcfChQuZNGkSiqJQtWrVfM15HzBgANOnT+fHH3+kUaNGzJkzB4DmzZszd+5c2rZta/AG7NVXX+XHH380OO5u3bqhVquZNGkSsbGxmJmZUb9+fd5//30APvzwQyZPnoynpydOTk707dvXoFDu0KEDO3bsoFOnTuh0OlavXv3E3JaWlixYsID58+fTo0cPHjx4gIODAx07dtTfNjO/atSoQYMGDTh//jwdO3bMsr5bt25Mnz6dixcvUr16dWbPnq2f5vGkc1CmTBlCQkIIDQ3l008/5caNG5QrV4569erp/x955ZVXmDhxIrNmzSI+Ph4nJye++OIL/fzup/Xaa69x4MABpkyZQvny5RkzZox+Pnph7VMI8Xypbn6PS+n2xo4hRKFSKUoe7gsoCtXgwYNp0aJFrl8gJEqeiRMnolar+eyzzwyWP/6FRaJgFMbFRCXtwqqSlhckc1EoaXn7hsWz7X7mbWmvv1PwF1cXhpJ2jkEuwjQ2+X4pIztx4gRnz57NdpqCKLmuXLnCL7/8wptvvmnsKEIIUaK0tsm81kSFjA+K0qt4fXViAZg8eTJbtmzJdt26desMbr1nbP369ePq1auMHj3a4O4iomQbM2YMhw8fpn///tSuXdvYcYQQokSpaX4XgKplpAAXpZdMQRFClAoyBaXk5QXJXBRKWt59+3ayydqX9+ql8EIJuQizpJ1jkCkoxiZTUIQQQghRrIR2NisxxbcQT0MKcCGEEEIIIYqQFOBCCCGEEEIUISnAhRBCCCGEKEJSgAshhBBCCFGEpAAXQgghhBCiCEkBLoQQQohiZcP5DFIzjJ1CiMIjBbgQQgghig1Fga5rNNRbamrsKEIUGinAhRBCCFFsXE2zBhWk6FTGjiJEoSl1X0UvhBBCiJJr582qoJLiW5RuMgIuhBBCiGJjz53Kxo4gRKGTAlwIIYQQxUZShoWxIwhR6GQKihDFSEhICIsWLWLixIn4+vrql/v5+fHuu+/i7e1NbGwsXbt2xdLSEpVKhaWlJa+88goffPABVapUybX/nj17EhcXB0BGRgZarRYLi//+sVu3bh2LFi3C1NSU8ePH6/cdFxfH999/T8OGDfVtt2/fztixY2natClLliwBYPDgwZw5cwYzM8OXluXLl1O7du1nOzlCiFIv/nYGj5YmaRlgIZWKKIXkaS1EMaHT6YiKiqJ8+fKEhYUZFODZ+fnnn6lUqRK3b9/mk08+YdKkSfpCOCdr167V/x4SEsLRo0efuA1AzZo1iYiIMCjAIyIiqFmzZpa2QUFBDBw48Il9CiEED9KwnhWF2ayNJFg784XfMKhXQ7/6hSWm7Hojg4aOMidclC4yBUWIYuLQoUMkJCQwadIkTp8+zaVLl/K0nZ2dHe3bt+fcuXOFls3X15edO3fy4MEDAK5du8aFCxdo27Ztoe1TCFH6Wc/agNWsjZiqTNhetR33rMsYNtBBh3VyO0JR+sgIuBDFRFhYGK1atcLd3Z26desSHh7O6NGjn7jdjRs32LFjB9WrVy+0bI6Ojri4uLBt2za6detGZGQk3t7emJubF9o+88vW1gq1uuBf0hwdyxZ4n4WppOUFyVwUim3eSuXRASgKpoo263oVmJmoim/+R5SEjI8riZlLCynAhSgGEhMT2b9/P9OmTQOga9euLF68mOHDh2NpaZntNj179kRRFB48eECtWrX02xaWbt26sXTpUvz8/NiwYQPz589n9+7dWdotX76cVatWGSzbs2dPoWYDuHMnpcD7dHQsS2Li/QLvt7CUtLwgmYtCsc4b2B4LGytMJ4fhd2UzP7q3MFhtooI/+mcU3/z/r1if4xwUdmYp7nMnU1CEKAYiIyMpX7487u7uAHTp0oW0tDR27NiR4zZr167l119/ZeXKldy7d4+YmJhCzdiqVStu3rxJSEgIlStXplatWtm2CwwMZM+ePQY/QgiRLRMT0t5058FvM1GuzaVmNcPpJhEBWspbyvxvUfpIAS6Ekel0OiIiIrh//z4+Pj506tSJnj17otVqCQ8Pf+L2L730Eu+++y5ff/01qamphZbT1NSUrl27EhoaSrdu3QptP0KI59dHgYZzwF91MlIQIQqZTEERwsgOHjzI9evXWbFiBY6Ojvrlly5dYtiwYXm6GNPHx4fvv/+eH3/8kf79+xda1rfeeosmTZrQpEmTQtuHEOL5Vd7acATcVIYJRSklBbgQRhYWFoanpycNGjQwWO7g4EDjxo35+eefn9iHqakpAwcOZPr06XTv3p1y5coVStZy5crRvHnzXNuEhoayYsUKg2WTJ0/Gw8OjUDIJIUoXB3UKN7TWxo4hRKFSKYqiGDuEEEI8q8K4mKikXVhV0vKCZC4KJS3vsHV/szaxHgDXgzVGTpM3Je0cg1yEaWzy4Y4QQgghig0vuzhQlMwfIUopmYIiRCmzbNkyli9fnu26OXPm4OLiUsSJhBAi7ypZpIIClax0xo4iRKGRAlyIUmbAgAEMGDDA2DGEEOKp3fnEnPSkB8aOIUShkSkoQgghhChWylvJ18+L0k0KcCGEEEIIIYqQFOBCCCGEEEIUISnAhRBCCCGEKEJSgAshhBBCCFGEpAAXQgghhBCiCEkBLoQQQoji44sHXF50wdgphChUUoALIYQQotgo/1sKie/+YuwYQhQqKcCFEEIIUSxo0nWYo8MCHUq61thxhCg0UoALIYQQoli4d1OD8v+/p59MNGoWIQqTFODiiTZs2EBAQICxYxSYiRMn8uWXX+ofu7q6curUKeMFEkIIAcAfp1L1v6cdSjBiEiEKl5mxAxQXgwcP5syZM6jValQqFba2tjRu3JjevXvToEEDgzZmZoanbfny5dSuXZvbt28zd+5cDh06RFJSEtbW1tSrV48JEyYQFRXF8uXLAVAUhdTUVCwtLVGpVAAEBgYyYMCAXPO5ubkxcODAPC03Jj8/P27evImZmRkqlQoHBweaNm1K3759qVat2jP1/fjfoEKFCvTs2ZPevXsXRPQsevbsSVxcHAAZGRlotVosLCz069etW4eTk1Oh7LuobNiwgdDQUCIiIowdRQjxnDv9Zwbt///39J0x8P4rRs0jRGGRAvwRQUFB+kI2Li6O8PBw+vfvz9SpU2nbtm2WNo8bP348NjY2rF69Gnt7e27dusXBgwcBGDBggL7ATkhIwMfHh7Vr11K5cuUiOLKnl5GR8VTbjRs3Dm9vbxRF4cqVK6xevZrevXuzcOFCGjVqlKW9oihotdosb26y8+jf4MyZM7z77ru8+OKLtGjR4qmy5mbt2rX630NCQjh69ChLliwp8P0UloyMjDyd02eVn7+fEELk5FysTl+AZ/x9z6hZhChMMgUlB87OzgQHB+Pj48P06dNRFOWJ25w+fRpfX1/s7e0BsLe3x9fXFwcHh8KOq/fnn38ydOhQ2rZti7+/PyEhIWi1mReyxMbG4urqSkLCfx/rPT69xM/Pj6VLlzJkyBDc3d3ZuXOnQf8HDhygQ4cOaDQa/bLk5GQ8PDw4efJkljwqlYoaNWrw2Wef0bhxY7777jv9OldXV9asWUPfvn1xd3fn7NmztGjRglu3bunbKIqCn58fmzZtyvZ4GzVqxIsvvsilS5cM+n10Skl0dDTNmzfP9bydPXuW3r1706ZNG4YMGcLVq1dzbQ9w584dvvjiC3x8fOjQoQOffPIJN2/e1K/38/MjJCSEIUOG4OHhwZtvvsmff/7J1q1bCQgIwNPTky+//FL/Jufh3yciIoLu3bvj5eXFhx9+aHA+UlNTmTVrFl27dqVdu3YMHz7cIOvgwYOZMWMGo0aNwtPTk1WrVpGQkMDw4cPp0KEDnp6eDBw4kHPnzgGZz9kpU6YQExODh4cHHh4eREdHZ3vOFi9eTHBwsMF5fvTvd+7cuSfmE0II3cJotLXnovtwGxfnnSXK6xfiX/yWSxW/J+W/f1rQJqZyrtlU2i9NIzH5yf8GC1GSSAH+BB07duT69etcuXLliW1dXFyYM2cOYWFhnD9/Xl/4FpWkpCTee+89XF1d2bZtG7NmzWLDhg2sXr06X/1ERETwwQcfsG/fPjw9PQ3WtWzZEisrK/bu3atftm3bNipVqoSLi0uu/b722mv8/vvvpKb+N8cvMjKSKVOm8Ouvv1K/fn0aNWrExo0b9euPHDlCUlIS7du3z9KfoiicOnWKf/75h8aNG+frGB8XHh7OtGnT2L59Oy+++CIffvhhrn8/RVH46KOPUKlU/PTTT2zcuBFra2vGjRtn0G7Tpk188skn7N69m7p16/LRRx9x/Phx1qxZw08//cSvv/7KL7/8kmWbJUuWsHHjRkxMTBg/frx+3Zdffsk///zD8uXL2bZtGw0bNuT99983+KQiKiqKXr16sWfPHnr16oWiKPTo0YONGzeybds26tevz+jRo8nIyKBx48Z8+umnVKlShX379rFv3z5cXV3zfN4e/fvVq1cvT/mEEM83JeQE3EtDWXWGSxvjSTdVY5Jiiqk61aCdCmiScJmrN0zY8+R/goUoUeTz4ieoVKkSkDnaCZnzvVetWmXQZs+ePQBMmTKFn376iQ0bNjBjxgzUajV+fn4MGzbMYN7w08pu3ykpKbi5uQGwf/9+1Go1QUFBqFQqatasSb9+/Vi9ejX9+vXL834CAgKoX78+AJaWlgbrTExM8Pf3JzIykg4dOgCZRVheLtKsWLEiOp2Oe/fu6fvt06cPVatWBcDU1JRu3boRGhqqzxsZGUmXLl0Mcjw8DxqNhrS0NLp3787LL7+c5+PLzttvv80LL7wAwMiRI2nbti2///47r7yS/fzDc+fOce7cORYsWIC5uTkAI0aMoEOHDiQkJOifN926daNmzZoAdOrUiS1bthAcHIyVlRVWVlY0a9aMP/74g86dO+v7HjRokP5Tk5EjR9KtWzcSExNRq9Vs27aNjRs3UqFCBX3bH374gd9//50mTZoA0K5dO1599VUg8+/n5ORkME/93Xff5ccff+Tff//lxRdffKbz9ujf7/79+3nKV1hsba1Qqwv+Jc3RsWyB91mYSlpekMxFoTjlTRrUjKRJe7Hs8RIN6jpzIjwerZWO9CTrLG3POVTFwU5FgIsNjuWK95hhcTrHeVUSM5cWUoA/wcPpGra2tkDmxZI5zQG3trYmMDCQwMBANBoNBw8eZMKECZQpU4ahQ4c+c5bs9j148GD97/Hx8Tg7O+sv7ASoWrWqwZSTvHB2ds51fUBAAKGhocTHx5OUlMTFixeZPXv2E/u9fv06JiYmlCtXTr/s8Tnw7du3Z8aMGZw6dYoaNWqwd+9eVqxYYdDm0fOQkJDAuHHj+OKLL5g0aVJeDzGLR3NYWlpiZ2fH9evXc2wfGxuLRqOhY8eOBsstLCyIj4/XF+CPTj+ytLTE1NQUOzs7g2UPHjzIMcvDv0VCQoL+79qrVy+D9hkZGcTHx2e7PWS+eZw5cybHjx8nKSlJ38/t27dzPL68enRfMTExecpXWO7cSSnwPh0dy5KYeL/A+y0sJS0vSOaiUOzyDm2GyZCmaFQqagI1htVHp2mNY0oKfJFu0LTmyXEcVKkgLZnEYnxXwmJ3jvOgsDNLcZ87KcCfYMeOHVSsWJHq1avnazu1Wo2npydubm5cuFA0X6nr5OREXFwciqLoi6yYmBh9MWhtnTm6kJLyX6GSmM0rmolJ7qMMDg4OuLu7ExUVxf379/Hy8tK/QcnNjh07aNiwocFo9uP7srCwwMfHh8jISOrUqaP/yUmlSpXo0KED8+fP1xfgVlZWBsd448aNJ2aLjY3V/56amsrt27epWLFiju2dnJywsrJi165dTzxf+RUbG6sfVX54B5ZKlSphamoKZE6XebSIf9yjb8AA5s2bx40bN1ixYgUODg4kJyfj6empv67h8faQ+VzRarWkp6frR/izO4+PHvvDNwtPyieEEI++7qhUKkzNzcHcHAuz//5NUjlYZvv6JERpULw/zzGi+Ph4Fi9ezMaNGxk1alSeXgRmzpzJH3/8QVpaGjqdjujoaI4fP/7EudEFxd3dnfT0dJYtW4ZGo+Gff/5hxYoV+Pv7A5mj+M7OzkRFRaHVarl06dJT33quW7duREVFsXnz5idOP/n333+ZMmUKv/32GyNHjnxi3927d+eXX35h/fr1dOvWLde2N27cYOfOnQZFeoMGDdi4cSMajYbY2Ng8zYH/4YcfuHbtGmlpacydO5cqVarQsGHDHNu/9NJL1K1bl2+//VY/Pen27dts27btift6kpCQEG7evElSUhJz5szBzc0NR0dH7O3t6dy5M1OnTtWPzt+/f5/du3dnGUV/VHJyMpaWlpQtW5YHDx4wd+5cg/UODg7cvn2bpKQk/bLq1atjbW1NREQEOp2OU6dOZbkg93FPm08IIR6q7/RfWWJWQ0ZQReklI+CPCA0NZeXKlahUKsqXL0/jxo0JDQ01KMRCQ0OzTImYPHkyHh4eKIrCpEmT9FM+KlasSJ8+fejTp0+R5LexsWHevHnMnDmTVatWYWNjg5+fH2+//ba+zcSJE5k2bRrr1q2jUaNGdO3a1eCix7xq0aIFJiYm2NjY6OegP+qrr75i6tSpqFQqKlSoQNOmTVm9ejU1atR4Yt81atSgQYMGnD9/PssUDzD8G1hZWdG0aVPef/99/foxY8bwxRdf0K5dO2rWrImvry8zZ87MdZ8BAQGMHj2amJgY6tevz4wZM/QjztkxMTHh22+/ZdGiRfTt25e7d+9iZ2dH8+bN6dSp0xOPMTfe3t4MGjSImzdv0rRpU7744gv9unHjxrFs2TKGDBnCzZs3KVu2LE2aNMn1FoxDhgxh0qRJtG/fngoVKjBkyBDCw8P1611dXXFzc8Pf3x+tVsuMGTNo1qwZEyZMYO7cucybN4+WLVvi4+PDX3/9lWv2p8knhBAPvVL3v9ddi45VjZhEiMKlUvJyfz0hsjF48GBatGiR6xcIPa2JEyeiVqv57LPPCrzv4io2NpauXbuyadMm/bQhkXeFMZexpM3rLGl5QTIXhZKUNzEmjRsu4ZQnFfvwTli2zv2apOKiJJ3jh2QOuHHJFBTxVE6cOMHZs2efOEXkaVy5coVffvmFN998s8D7FkIIUXyVd1Drf7dwzfk6HCFKOpmCUkxMnjyZLVu2ZLuuuH3deb9+/bh69SqjR48u8IvtxowZw+HDh+nfvz+1a9cu0L6FEEIUb+YWJmRgQjoqVBY5TwMUoqSTKShCiFJBpqCUvLwgmYtCScu7v3UUDQMbYTuwprGj5FlJO8cgU1CMTaagCCGEEKLYUKaWoc6nz/btxkIUd1KACyGEEEIIUYSkABdCCCGEEKIISQEuhBBCCCFEEZICXAghhBBCiCIkBbgQQgghhBBFSApwIYQQQhQrWo3O2BGEKFRSgAshhBCi2FAUhe8bRPDnqsvGjiJEoZECXAghhBDFhjYu8/sBr0TEGDmJEIVHCnAhhBBCFBua85n/TU1MM24QIQqRFOBCCCGEKDY0v2WOgOvSZR64KL2kABdCCCFEsaFNNHYCIQqfmbEDiNJt8ODBnDlzBrVajUqlwtbWlsaNG9O7d28aNGhg0DY4OJjo6GgiIiKoXLkyt2/fplevXrz33nt07dpV3+7SpUv079+fefPm0aRJk1z3f/r0aZYuXcrp06fR6XRUr16dXr164evrq2+zePFili1bhrm5uX6Zo6MjYWFhufY9ceJENm7cyPDhw3nnnXf0yxMTE/H19UWr1RIdHa1fnpCQwKJFizh48CBJSUk4OjrSsWNHgoKCsLCwACA6OpqhQ4fi6urKokWL9Ntu3ryZhQsXsmHDBnr27ElcXBwAGRkZaLVa/fYA69atY9GiRZiamjJ+/PgsmbNbLoQQxYYGUBk7hBCFSwpwUeiCgoIYOHAgAHFxcYSHh9O/f3+mTp1K27ZtAbh27RrHjh2jXLlyhIeH895772FnZ8eECRMYO3YszZo1o0qVKmg0GiZMmMDbb7/9xOL78OHDfPjhh/Tv358vv/wSS0tL9u3bx+TJk4mJiWHIkCH6ts2aNWPBggX5PraaNWsSGRlpUIBHRkZSrVo1Ll/+7wr+69ev884779CwYUOWLVtGpUqVOH/+PF988QVnzpxh3rx5mJqaAmBiYsLFixfZt28fHh4eWfa5du1a/e8hISEcPXqUJUuW5Du7EEIUJfX+c5ChRePVEJMriVjP3IDWzgb1gUuY/vYvqSpT/ixXESq01G8TvfYK9X1ewKaMfGAvShd5Rosi5ezsTHBwMD4+PkyfPh1FyZzrFxYWRs2aNQkMDCQqKoqMjAwAWrdujY+PDxMmTECr1bJgwQLUajWDBg164r6mTZtGp06dGDx4MLa2tlhaWvLaa6/x4YcfsmzZMmJjY5/5eBo3boyZmZl+pFtRFKKioggICDBot3jxYqytrZk6dSpVqlTBzMyMhg0b8u2333Ly5Em2bdumb6tSqRgwYABz5sxBq9U+c8antWvXLvr27YunpyedOnVi/vz5+nU7d+7krbfewtPTk7feeovdu3fr18XGxjJs2DC8vLxo27Ytffr04Z9//jHCEQghigvzbSex7T4V257TsVjzK3aeE7BasxebBZtQ/3YFMMFCgV9reBlslz7tOIsW3zZKZiEKk4yAC6Po2LEjUVFRXLlyhapVq7Jx40b69euHt7c38+bN49dff6Vdu3YAjBw5kr59+zJu3DgOHjzIqlWrMDPL/al75coVrl69yqeffpplXefOnfnyyy85cuQI3bp1e+Zj8ff3JyIiAldXV44cOYKNjQ0vv/yyQZsDBw7g7++fJXe1atVo2LAhBw8exNvbW7/8zTffZN26dYSHh9OjR49nzphfBw4cYOLEiXz99de0bNmS1NRULl26BGRO6xk/fjzTp0+nefPmHD58mDFjxrBkyRIaNmzI/PnzcXJyYubMmZiamvL3339TtmzZQs9sa2uFWl3wL2mOjoWfvSCVtLwgmYuC0fOm/HdHk3L3UyAl/ZGVKlSAApg8NvfEQqPhwX3F+PnzoCRkfFxJzFxaSAEujKJSpUoA3Llzhz///JN79+7h4+ODnZ0dHh4ehIWF6QtwCwsLvvrqK3r37s3HH3/MCy+88MT+b9/OHDGpWLFilnVqtRpbW1tu3bqlX3b8+HG8vLz0j4OCgujbt2+ejsXHx4elS5dy584dwsLCsox+P8zj6OiY7faOjo4GWR5mfO+995gxYwZdunTJU47Hbd68mZ07dxosS01NxcfH54nb/vTTT7z++uv6KTA2Njb6KT8bNmygXbt2tG7dGgB3d3e8vLyIjIykYcOGqNVqbt68SUxMDDVr1qROnTpPlT+/7txJKfA+HR3Lkph4v8D7LSwlLS9I5qJQLPL6vor1Jwmg0fLgnXaYV3GkzLgfUCzMUF25DVodYIKZNsNgszi3yvTrX974+Z+gWJzjfCrszFLc504KcGEUCQkJANja2rJ48WI8PDyws7MDMkeUP/jgA2JiYqhSpQoAdevWBchzMfewr+vXr1OjRg2DdRqNhjt37ujbwNPPAX94DK1atWLVqlUcPXqU8ePH89dff2XJk5iY/aX9iYmJ+jckj+rYsSNr1qxh5cqVVK9ePd+5vL29s70IMy/i4uL08/Mfl5CQkOUC2qpVq3L+fObNe0eOHElISAgffPABKSkptG/fnmHDhmFtbZ3vYxBClBJmpjz40F//MN2nKek+TbM0a330JsdGHNc/9g3Jeh2MEKWBzAEXRrFjxw4qVqyIiYkJ0dHRHDlyhE6dOtGpUye++OILFEUhIiLiqfuvVq0aVapUYevWrVnWbdu2DZVKRfPmzZ/hCAx1796dFStW4OXlle10i5YtW7Jjxw793PaHrl27xu+//06rVq2y7XfkyJGsXr2a69evF1jWvHB2dubff//Ndl2lSpWyzJ+PiYnRv4mws7Nj9OjRREREEBoayvHjx1m5cmWhZxZClHzObhWMHUGIIiEFuChS8fHxLF68mI0bNzJq1CjCw8OpXLkyYWFhrF69mtWrV/PDDz8waNAgg4sx80ulUjFmzBi2bNlCSEgId+/eJTU1lV9++YWZM2fSr18//eh6QWjWrBnz589n2LBh2a4fMmQIycnJjB07ltjYWLRaLX/88QejRo2icePGdOrUKdvtmjRpQsuWLVm1alWBZc2Lnj17EhYWxoEDB8jIyCApKYlTp04B4Ovry65duzh06BBarZYDBw6we/du/a0it2/fTkxMDIqiYGNjg1qt1t/hRQghnkhuQSieAzIFRRS60NBQVq5ciUqlonz58jRu3JjQ0FDq1avH1KlTCQoKwsHBwWCbt956i1WrVrFnzx46dOjwVPtt3bo1CxcuZOnSpfzvf/9Dq9VSrVo1Ro4cib+//5M7yAeVSoWbm1uO652cnFixYgULFiygf//+We4DnttFpSNGjOCNN97AysqqQDPnxt3dnXHjxjF//nzGjh2LpaUlAQEBNGnShFdeeYWJEycya9Ys4uPjcXJy4osvvqBRo0YAXLhwgdmzZ3P37l3KlCmDh4dHnufTCyGEiR3o5MYnopRTKQ/vAyeEECVYYVxMVNIurCppeUEyF4WSlnfbJztI2wsqM/Db95qx4+RJSTvHIBdhGptMQRFCCCFEsaGu+///Las2bhAhCpFMQREl1uTJk9myZUu269atW4eTk9Mz9b9s2TKWL1+e7bo5c+bg4uLyTP0b08mTJxkxYkS26wIDAxkwYEARJxJCiExmL2beFbySR/a3bhWiNJApKEKIUkGmoJS8vCCZi0JJy7tv306alW+OZQNrTNQl44P6knaOQaagGFvJeGYLIYQQ4rlRvb1ziSm+hXga8uwWQgghhBCiCEkBLoQQQgghRBGSAlwIIYQQQogiJAW4EEIIIYQQRUgKcCGEEEIIIYqQFOBCCCGEKFaWbktm//kMY8cQotDIF/EIIYQQoliZsyEZgF2fS5kiSicZARdCCCGEEKIISQEuhBBCiGJjweHGxo4gRKGTAlyIHGzYsIGAgIBC6//kyZN4eXk9Ux9ffvklEydOLJA8hSUkJITBgwcbO4YQooS4kVwm8xdFMW4QIQqRFOCl0OnTpxk+fDienp54eHjQp08fNm7cqF+/ePFimjdvjoeHB23atMHf35/FixejPPJit3jxYoKDgw36PXfuHKNHj+a1117Dw8MDPz8/Ro8ezbFjx/RtJk6cyJdffql/7OfnR4sWLbh69apBX82bNyc6OvqJxzJ48GBCQkLyvNxYZsyYkeV8zZw5E1dXV/755x/9spiYGFxdXbl06RIuLi7s2bOnQHMcO3aMQYMG0bZtWzw9PenevTvz588v0H0IIURh0ep0mb8oChZSf4tSTArwUubw4cMMHTqURo0aERkZyY4dO3jnnXeYMWMGixcv1rdr1qwZ+/btY+/evUycOJGVK1caFOnZ9RsUFETVqlX53//+x6+//sqPP/5I586d2b17d66ZypQpw9y5cwvsGItCRkb+rr5v3rw5v/32G2lpafpl0dHRvPjiixw9elS/7NixY1SoUIHatWsXWNaHYmJieP/99wkICGDHjh3s3LmT6dOnU6NGjQLflxBCFIYDZw1fe1PSdEZKIkThkgK8lJk2bRqdOnVi8ODB2NraYmlpyWuvvcaHH37IsmXLiI2NNWivUqlwcXGhVq1anD17Nsd+p06dSpcuXRg5ciROTk6oVCrKlClD+/btGTNmTK6Z+vbty8GDB/ntt98K5Biz8+effzJ06FDatm2Lv78/ISEhaLVaAGJjY3F1dSUhIUHf/vHpJX5+fixdupQhQ4bg7u7Ozp07Dfo/cOAAHTp0QKPR6JclJyfj4eHByZMnadq0KVqtltOnTwNw584dYmJi6Nevn8EnBEePHuXVV18FMgv05s2b69dNnDiR8ePH89VXX+Hl5UWXLl34+eefDXJERkbi7++Pp6cn48ePJz09Xb/u/PnzlClTBh8fH8zMzDAzM6NWrVr4+Pjo2wwePJgZM2bw/vvv4+HhQc+ePTlw4IDBPvbs2UOfPn3w8vKiR48ebNmyxWD9yZMnCQoKol27dvj7+7Nq1SqDT0/279/PG2+8gYeHB++//z53797N7k8mhBBovtrPvRcXcavKAjIqjueHpTcM1g/69AZffhLH4ROpfL38Ad9vSkWnk6FxUfJJAV6KXLlyhatXr9KlS5cs6zp37oyiKBw5csRguU6nIzo6mr/++ovq1avn2O+1a9fo1KnTU+WqWLEivXv3ZtasWU+1/ZMkJSXx3nvv4erqyrZt25g1axYbNmxg9erV+eonIiKCDz74gH379uHp6WmwrmXLllhZWbF37179sm3btlGpUiVcXFywtrbm5Zdf1o92Hzt2jFdeeYUWLVpw/PhxdP//sWp0dDRubm45Zti1axceHh7s2rWL0aNH88033xAXFwdkFr7ffPMNn376KTt37qR58+Zs375dv+1LL73EgwcPGD9+PHv27CE+Pj7bfURGRtKrVy92795NYGAgo0eP1r8xO3z4MF9++SWjRo1i165dTJw4kW+++YYTJ04A8NdffzFy5Ej69u3Ljh07mD17NmvXrmXTpk0AXLt2jdGjRxMYGMju3bvp1asX4eHh+fo7CCGeD7o/EtHMieZuUhnSNWrMsOCelbVBm/jyNpjc0RC17h5n/tKy9ZCG81e0RkosRMGRG2yWIrdv3wYyC97HqdVqbG1tuXXrFgDHjx/Hy8uLtLQ0NBoNPXr0oEePHnnud+/evXz++ecoioJGo+HgwYO5ZnvnnXeIiIhgx44dvPbaa/k6ruXLl7Nq1SqDZSkpKfpCdv/+/ajVaoKCglCpVNSsWZN+/fqxevVq+vXrl+f9BAQEUL9+fQAsLS0N1pmYmODv709kZCQdOnQAMgvZR0fR3dzcOHToEJA50u3q6oqDgwP29vacP38ec3Nzbt26lWsB7urqqi/+27VrR9myZblw4QLOzs5s2rSJdu3a0aJFCwB8fX0JCwvTb+vs7Mz333/PmjVrmDVrFjExMVSrVo3hw4cbXOzp6emp76NLly6sX7+erVu3MmDAAH788Ud69eqFi4sLAA0bNqRLly5s2rSJpk2bsn79etq3b6/vr0aNGvTs2ZPNmzfj6+vLtm3bePnll/H29gagRYsWeHl5cf369Tz/HZ6Wra0VanXBv6Q5OpYt8D4LU0nLC5K5KBTHvLomauKcbDCL15CBGi2qLG3UWi0KUPlFK/6+ArZlTWhYrxwVypsWfeAnKI7n+ElKYubSQgrwUsTOzg6A69evZ5n3q9FouHPnDnZ2diQmJtKsWTMWLFiARqNh1apVbN68mdTUVGxsbLL0a2trC0BCQoK+X09PT/bs2cOpU6cYOHDgE7OVKVOGwYMHM2/evHzf+SMwMDDLPh69q0Z8fDzOzs6oVP+9eFetWtVgykleODs757o+ICCA0NBQ4uPjSUpK4uLFi8yePVu/3s3NjWXLlpGUlER0dDTdu3cHMovqY8eOYW5uTrVq1XBycspxHw4ODgaPraysePDgAZD5d23QoIHB+ipVqhg8rl27NuPHjwfg1q1bLF++nI8//pi1a9fqP+GoXLmywTaVK1fWF8ixsbFER0cbfHqg0+lo0qSJwfpH5/0rikKlSpX0GR8/j4/2X5ju3Ekp8D4dHcuSmHi/wPstLCUtL0jmolCc86oP9KXibwmo7qVgtnIzJo9NL2nTwJQ33nGidi1zut/QUa6MCl36AxITjRQ4B8X5HOeksDNLcZ87KcBLkWrVqlGlShW2bt2aZZR127ZtqFQqmjdvbnCxpVqtJjAwkEOHDrF48WJGjRqVpd/q1atTpUoVtm/fbjBnOb8CAgL46aefWLt27VP3kR0nJyfi4uJQFEVfhMfExOiLQmvrzI80U1L+K9ASs3n1NjHJfUaWg4MD7u7uREVFcf/+fby8vPRvTgAaNWqEhYUFmzdv5u7du9SrVw/ILMAjIiJQq9XPdP4cHR2zzOF/OMqdHXt7e4YOHcqaNWsMphg93kdsbCytW7cGMs+lr69vjp8cODs707VrVz7++OMcMx4+fDhL/0IIkR1VWQtM3TNfw3Te9WgVlkL46f+K8AGdLalkl/naXNlBZs2K0kOezaWISqVizJgxbNmyhZCQEO7evUtqaiq//PILM2fOpF+/fllGTB969913Wb9+vX6+8eP9fvzxx2zevJk5c+YQHx+Poiikpqby+++/5zmfmZkZw4cPZ9myZQYX7T0rd3d30tPTWbZsGRqNhn/++YcVK1bg7+8PZI7gOzs7ExUVhVar5dKlS0RERDzVvrp160ZUVBSbN2/Oco9wMzMzmjRpQmhoKE2bNtUX9K6urvz222+cOHEi1+knT+Lj48OuXbs4evQoGRkZbN68mT/++EO//uTJk/z444/Ex8ej0+lITk5mxYoVWFhY8NJLL+nb7d27l6NHj6LVatm6dStnz56lY8eOAPTu3Zs1a9Zw8uRJtFotGo2Gc+fO6S/Q7dGjB9u3b+fXX38lIyODjIwM/v77b44fPw5kXmvw+++/s3XrVjIyMjhy5IjBvHkhhMhN787mBo8r2madliJEaSAj4KVM69atWbhwIUuXLuV///sfWq2WatWqMXLkSH1Bmh0XFxdcXFxYvHhxtl/s0qpVK0JCQli+fDl9+vQhNTUVe3t76tWrx8KFC/Ocr02bNtSpUydP9wDPKxsbG+bNm8fMmTNZtWoVNjY2+Pn58fbbb+vbTJw4kWnTprFu3ToaNWpE165dc73tYk5atGiBiYkJNjY22RbTbm5uHDx4EFdXV/0yW1tbqlatyl9//WWwPL+aNm3K6NGj+eqrr7h79y5t2rTRF84AZcuW5fjx46xcuZL79+9jYWFB3bp1mT17tsG0F39/f1avXs2oUaOoVKkS06dPp2rVqvrj++yzz5g9ezZXrlzBxMSEF198kSFDhgCZU1y+++47Fi5cyKRJk1AUhapVq+pHzKtWrcq0adOYO3cuX3/9NU2bNiUgIIALFy489XELIZ4fttb/ze3WqDCYWihEaaJSCnIoUojnwODBg2nRogUDBgwwdpR8Gzx4MG5ubnmat1/SFMZcxpI2r7Ok5QXJXBRKWt7XJj5A+/+F967PrYycJm9K2jkGmQNubDIFRYh8OHHiBGfPnqVbt27GjiKEEKXS8FbHntxIiBJOpqAIo5o8eXKWL3p5aN26dbneMaSo9evXj6tXrzJ69Gj9HWeEEEIULDur/H0TsRAlkRTgwqjGjh3L2LFjjR0jT1auXGnsCM9syZIlxo4ghBBPZGUO1R2NnUKIwiMFuBBCCCGKlaMzK5a4OdVC5IfMARdCCCGEEKIISQEuhBBCCCFEEZICXAghhBBCiCIkBbgQQgghhBBFSApwIYQQQgghipAU4EIIIYQQQhQhKcCFEEIIIYQoQlKACyGEEEIIUYSkABdCCCGEEKIISQEuhBBCCCFEEZICXAghhBBCiCIkBbgQQgghhBBFSApwIYQQQgghipCZsQMIIURBMDFRlah+C0tJywuSuSiUpLzW1tZAycoMJS8vlMzMpYVKURTF2CGEEEIIIYR4XsgUFCGEyEZCQgJ+fn4kJCQYO0qelLS8IJmLQknLCyUvc0nLCyUzc2kjBbgQQmRDq9USFxeHVqs1dpQ8KWl5QTIXhZKWF0pe5pKWF0pm5tJGCnAhhBBCCCGKkBTgQgghhBBCFCEpwIUQQgghhChCUoALIUQ2ypYty6BBgyhbtqyxo+RJScsLkrkolLS8UPIyl7S8UDIzlzZyG0IhhBBCCCGKkIyACyGEEEIIUYSkABdCCCGEEKIIyVfRCyFELiZOnMjRo0extbUFoH379gQFBRk3VB5ER0cTHBzMqFGjePPNN40dJ1ehoaHs2LEDE5PMMaH+/fvTsWNHI6fK3bRp0zh69Cjm5uZYWVnx0Ucf8dJLLxk7Vo42b97MypUruXz5Mh9++GGxfU5cuXKFiRMncvfuXcqXL8+kSZOoVq2asWPlaNasWezatYvY2Fh+/PFHateubexIubpz5w4TJkzg2rVrmJub88ILLzB27Fjs7OyMHe25I3PAhRAiFxMnTqRBgwbFtmDJTnJyMsHBwdjZ2dGyZctinz0pKQkbGxsAEhMT6dGjBxs2bKBcuXJGTpazffv20bJlS8zMzNi3bx/ffvstkZGRxo6Vo0uXLmFiYsL333/Pyy+/XGyfE0OHDqVr1654e3uzefNmoqKiWLRokbFj5ejUqVM4OTkxaNAgvvvuu2JfgN+9e5c///wTV1dXAGbPns3du3eZMGGCkZM9f2QKihBClDLfffcdffv21Y/aF3cPi2+ABw8eAKDT6YwVJ088PDwwM8v8ELlRo0Zcv369WGeuXbs2L774ov5ThuLo1q1bnD9/nk6dOgHQqVMnzp8/z+3bt42cLGdNmjTBycnJ2DHyrHz58vriG6Bhw4bEx8cbMdHzq/j+nyiEEMXEDz/8wJtvvsmoUaO4fPmysePk6sCBA9y/f58OHToYO0q+rF+/ntdff523336bzz77rMS8eQBYu3Yt7u7uxbq4LQkSEhKoWLEipqamAJiamuLo6EhCQoKRk5VOOp2On3/+mTZt2hg7ynNJ5oALIZ5rb7/9do4jQNu3byc4OBgHBwdMTEzYuHEjw4cPJzIyUl8kFLXc8v7888/MmzeP+fPnF3Gq3D3pHJuamtKjRw969OjBpUuXGDduHG5ubkYtwvOSGWDbtm1s3bqVpUuXFmW8LPKaV4iHpk+fjpWVFT179jR2lOeSFOBCiOfa6tWrc11fsWJF/e++vr589913XL9+HWdn58KOlq3c8p46dYobN27wzjvvAJkXXO3bt4979+4xaNCgooqYxZPO8aNq166No6Mjx48fp3379oWYKnd5ybx7924WLFjAwoULqVChQhGkyll+znFxValSJa5fv45Wq8XU1BStVktiYiKVKlUydrRSZ9asWfz7779899138smNkUgBLoQQubh+/bq+CD906BAmJiY4OjoaOVX2mjRpwo4dO/SPS8oFpJcvX6ZmzZoAxMTEcOHCBV588UUjp8rdvn37+O6775g/fz6VK1c2dpxSwd7enrp167Jt2za8vb3Ztm0b9erVkzt0FLD58+dz7tw5Zs+ejbm5ubHjPLfkLihCCJGL4OBgbt68iYmJCWXKlGHkyJE0atTI2LHypKQU4J988gl///03ZmZmmJiY0K9fv2J/G8IOHTqgVqsNisMFCxYU27nrW7duZc6cOdy7dw+1Wo2VlRXz5s0rdm90/vnnHz7//HPu379P2bJlmTRpEjVq1DB2rBxNnz6d3bt3c/PmTWxtbSlfvjxr1641dqwc/fXXX7z55ptUq1YNS0tLACpXrsy3335r5GTPHynAhRBCCCGEKEIy8UcIIYQQQogiJAW4EEIIIYQQRUgKcCGEEEIIIYqQFOBCCCGEEEIUISnAhRBCCCGEKEJSgAshhDCaa9euUa9evRy/xbGgrFmzhtGjR+sfDxw40OjfXvm8eu211wgLC8tT26J6fhSF9PR0OnbsyF9//WXsKKIYkAJcCCFKgKtXrzJixAhat26Ni4sLnp6evPfee6SnpwMQFhbGa6+9lmW7nJZHRkZSr1495s2bl2Vd3759adiwIS4uLjRr1oyAgAC2bdtW8AdVRB48eMCcOXMYPny4fllISIhRvx30SerVq0d0dLSxYzwXCuNcHzlyhJdeeslgmbm5OQMGDGD69OkFui9RMkkBLoQQJcCgQYOoWLEiW7du5cSJE/z000+4u7s/dX9r167F1taW9evXo9Vqs6wPDg7m5MmTHDlyBB8fHz744AMuX778LIdgNFFRUdStW5dq1aoZO4p4zvn6+nL48GGuXLli7CjCyKQAF0KIYu727dtcvnyZXr16UbZsWVQqFU5OTrz11ltP9VXSf/31F9HR0UydOpXExER+/fXXHNuamZnRu3dvtFotFy9ezLJ+1apVBAQEGCy7evUqDRo04Nq1awB8+umneHp64uLigre3Nxs2bMhxf3PnzqV///4Gy/r27cuCBQv0jy9evEhQUBDNmzfHy8uLGTNmoNFocuzzl19+oXXr1jn2+XCaQ3h4ON7e3jRp0oRBgwZx9+5dvv32W1q2bEnr1q1ZvXq1fvuHnywsWbIEd3d3WrZsydSpUw1yPOm4z58/T1BQEC1atMDNzY3AwEAAunbtCkBQUBAuLi589tln2R5XSkoKX331FZ6enjRv3pzg4GBiY2MNjnHq1KkMHz4cFxcXOnTowC+//JLjeXp4TN9//z1t2rTBxcWFadOmcfv2bYYPH07Tpk3p3LmzwWhxRkYG8+bNo3379ri5ufHOO+8YPE80Gg1TpkzRn8MlS5Zk2W90dDRvvfUWbm5udOjQgWXLlpGf7wjctm0bXbt2pVmzZnTt2pUdO3ZkOaZHffLJJ/pzmtO5bteuHfPmzeOtt97CxcWF7t27c/r06Wz7eKhdu3ZERkaSkJDAoEGD0Gq1uLi44OLiQnh4OAA2NjY0atSIXbt25fn4ROkkBbgQQhRzdnZ21KlTh3HjxhEREcGlS5fyVaA87scff6Ru3bq0bduWNm3a8NNPP+XYNj09ndWrV6NWq6lfv36W9X5+fvz111+cO3dOvyw8PBw3NzeqVq0KQNOmTYmIiCA6Opr33nuPTz/9lEuXLj1V9ps3b9K3b19ee+019u3bx08//cSBAwdYvHhxjtucPXuWWrVqPbHvbdu28cMPP7B7925iYmLo2bMn1apVY9++fUyePJnJkycbFLixsbHExcXxyy+/8NNPP7F7926WLVumX5/bcV+/fp2+ffvi5ubGrl272L9/v35KTFRUFAChoaGcPHmSr7/+Otu8U6ZM4bfffmPt2rXs3r0bOzs7hg4davCJRnh4OP379+f48eP06dOHTz75hJSUlBzPQWxsLPfu3eOXX35hzZo1/O9//2PQoEEEBQVx7NgxOnbsyNixY/XtQ0NDiYyMZMmSJezfvx9XV1cGDBhAUlISAEuWLGHPnj38+OOP7Ny5k5iYGINz+Oeff+r7P3ToEIsXL2bVqlVERkY+8e8FcPLkST766CNGjRrFkSNH+PDDD/nwww/57bff8rR9buf6xx9/5LPPPuPIkSN07tyZwYMH648rN5UqVWLp0qWYmppy8uRJTp48Sbdu3fTr69atyx9//JGnfKL0kgJcCCFKgJUrV+Lm5saKFSsICAigVatWzJ8/36AQv3btGq6urgY/kyZNMugnLS2NqKgoXn/9dQB69OjBr7/+muUit0WLFuHq6oqnpye7du1izpw5VK9ePUuu8uXL0759e37++WcAFEUhIiJC3z/AG2+8gZ2dHaampvj4+FC3bl2OHDnyVOchIiKCevXq0atXL8zNzalUqRJDhgzJtWC7d+8eNjY2T+w7ODgYW1tb7Ozs8PLywszMjJ49e2JmZoanpyflypXj7Nmz+vYqlYoxY8ZgaWlJtWrVGDhwoMHFhbkdd2RkJNWqVWPIkCFYW1tjbm5Oq1at8nwedDodERERvP/++1SqVAlra2vGjh3L33//bTBS6+3tTbNmzTAxMaFnz57cv38/1+kPFhYWDBs2DHNzc+rXr0/9+vVp1KgRTZo0wdTUlK5du3LlyhXu378PZI4wDxo0iFq1amFubs57772HiYkJe/bs0R/nwIEDqV69OpaWlnz88ceoVCr9/tasWUPnzp3p0KEDpqam1KpViz59+hAREZGn8xAWFkbHjh3x9PTEzMwMLy8vXnvtNf3z8Vn06NGDhg0bYm5uzqBBg7C0tGT37t3P3K+NjQ1379595n5EyWZm7ABCCCGezN7eXj+6l5KSwpYtWxg/fjyVKlWiR48eAFStWtXg43fILFAWLlyof7xlyxaSk5P1H717enpib2/PunXrDC5SHDp0KMHBwXnK1r17d0aPHs2YMWM4fvw49+7do2PHjkBmoTh37lw2b97MjRs3UKlUpKSkcPv27ac6D9euXePEiRO4urrqlymKgk6ny3GbcuXK5WnksmLFivrfrayscHR0NFhvZWVFcnKy/nGFChWwsrLSP65SpYr+jcyTjjsmJoYaNWo8MVNObt26RVpaGi+88IJ+WZkyZbC3tycuLg4XFxcAg2OwtrYGyPVcVKhQAROT/8bmHj8PlpaWACQnJ1O2bFni4uIMMpiYmFClShXi4uIAiI+P138S8jCDvb29/vG1a9c4fPiwwfNWp9Ph7Oycp/MQFxdHw4YNDZa98MILBm+UnlaVKlX0v6tUKpydnQvkbixJSUmUL1/+mfsRJZsU4EIIUcJYWVnRvXt3Vq1axfnz5/O17U8//YROp8PPz0+/7N69e6xfv57g4GBMTU3zncfd3R0LCwv27NnDjh078Pb21hdqGzduZN26dSxbtozatWtjYmJC9+7dc5xCY21tnWWKxPXr1/W/V65cmVatWmU7lzgnDRo04K+//qJ9+/b5Prbc3Lx5k5SUFH0RHhMTg5OTE/Dk465SpUqud5Z5dJQ4O/b29pibm3Pt2jX9xaXJycncunUrz8VrQXB2dtbP9YfM4jkmJkafoVKlSgbrHzx4wK1bt/SPK1euzOuvv87nn39eIPuHzKL+4f5zej49eo5yOtcxMTH63xVFIS4uTv/3tba25s6dO/r1GRkZ3Lx5xh8BYgAABDRJREFUU//40Tcxj7t48SJt27Z9wpGJ0k6moAghRDF39+5dZsyYwcWLF9FoNGRkZLBt2zYuXrxIs2bN8tzPpUuXOHHiBPPmzSMiIkL/s27dOm7cuMHevXufKp+JiQkBAQH873//Y8eOHfoRecgc7TMzM8Pe3h6dTsf69eu5cOFCjn01bNiQP/74g99//52MjAxWrVplUGAFBATw+++/s379etLS0tDpdFy9ejXXC0k7dOjAwYMHn+rYcqMoCjNmzCA1NZWrV68SGhqqvyD1ScfdtWtXLl++zJIlS0hJSUGj0XDo0CH9egcHh1ynijw857NnzyYhIYGUlBSmTZtGzZo1ady4cYEfa066detGSEgIly9fJj09nYULF6LVavHy8gLA39+f0NBQ/v33X1JTU5k+fbrBm6/evXuzefNmdu3apX9uX7p0iaNHj+Z5/9u3b2ffvn1otVr27t3L9u3b6d69OwAvvfQSN2/eZPfu3eh0Onbs2MGxY8cM+sjpXP/888/88ccfaDQaQkJCSElJ0R9Xw4YNOXToEFevXiU9PZ3vvvuOjIwMgz61Wi1Xr1416DMpKYkzZ87Qrl27PB2fKL2kABdCiGJOrVZz8+ZNhg8fjpubGy1btmThwoWMHz+eLl265LmfH3/8kZdffpl27drh6Oio/6lfvz6d/6+9+2lJJYrDOP7cTbuWJQ0RuGkVEdIo6JgyGgQKkvgHW6q4aSHuiqhVC6lWbpTAhbXwFUgQ7oQIF67d+AakV9Cmu7gkt/vHLhXTvd7vZztzZs6Z1W/OPGfOzs7UxZivSSaT6vf7Wl5eflEA7u7uan19Xdvb29ra2tJoNJr60uDz+ZTP51UsFmVZlh4eHuTxeCbHFxYWdHV1pW63K9u2ZZqm9vf3fyp0vpdIJDQcDqee8xaGYWhxcVGRSETpdFrBYFDFYlHS6+N2uVy6vr7W3d2dQqGQAoHAi42BKpWKarWaTNPUycnJL+9/eHiotbU1pVIphcNhjcdj1ev1N33FeKtCoaBYLKZCoaBAIKD7+3s1m81J5r5UKsmyLGUyGUUiES0tLckwjEn71dVVNRoNtVotWZYlv9+vg4ODF7Pk03g8HlWrVZ2dnck0TV1cXOj8/FwbGxuSpJWVFR0dHen4+Fher1e9Xm8Sj3r2u2edzWZ1enoqr9erm5sbXV5ean5+XtK3xce2bSuZTCoajcowDLlcrklbt9utvb09pdNpbW5uTjLtnU5HPp/vXfEjzIYvT+9ZSg8AwD+g3W5rMBh82CYoz9n6HzP3mA22batcLiuRSHzYNR8fHxWPx1Wv1//orzyYbWTAAQAzL5fLKZfLfXY38B+bm5vT7e3tZ3cDfwkiKAAAAICDiKAAAAAADmIGHAAAAHAQBTgAAADgIApwAAAAwEEU4AAAAICDKMABAAAAB1GAAwAAAA76Ct/OLfhILvOWAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 576x684 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Density plot for n_samples, given a particular class:\n",
    "sel_class = 2 # Select class index to display violin plot.\n",
    "\n",
    "if pred_model == 'multi_class':\n",
    "    shap_value_slice = shap_values[train_idx, sel_class, :]\n",
    "else:\n",
    "    shap_value_slice = shap_values[train_idx, :]\n",
    "\n",
    "shap.summary_plot(shap_value_slice, features=X_cmp.iloc[train_idx, :], plot_type='violin')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}