floor_field_model.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "floor_field_model.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/s-horiguchi/escalator/blob/master/floor_field_model.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "S2ZhBtInxFRZ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from collections import defaultdict\n",
        "from ipywidgets import interact"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lJqDVHApHcQ9",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def get_index_nn(y,x, width, height):\n",
        "  index_nn = []\n",
        "  if x > 0:\n",
        "    index_nn.append([y,x-1])\n",
        "  if x < width-1:\n",
        "    index_nn.append([y,x+1])\n",
        "  if y > 0:\n",
        "    index_nn.append([y-1,x])\n",
        "  if y < height-1:\n",
        "    index_nn.append([y+1,x])\n",
        "  index_nn = np.array(index_nn)\n",
        "  return index_nn\n",
        "\n",
        "class AgentMap(object):\n",
        "  def __init__(self, width, height):\n",
        "    self.width = width\n",
        "    self.height = height\n",
        "    self.map = np.zeros((height, width, 2), dtype=np.int)\n",
        "  \n",
        "  def initialize(self, n_stander=10, n_walker=10):\n",
        "    self.map[:] = 0\n",
        "    pos = np.random.choice(np.arange(self.width*self.height), \n",
        "                              size=(n_stander+n_walker), replace=False)\n",
        "    y = pos // self.width\n",
        "    x = pos % self.width\n",
        "    atype = np.random.permutation(\n",
        "        np.hstack([np.zeros(n_stander), np.ones(n_walker)])).astype(np.int)\n",
        "    self.map[y, x, atype] = 1\n",
        "    \n",
        "  def initialize_multinomial(self, p_stander=0.1, p_walker=0.1):\n",
        "    self.map = np.random.multinomial(\n",
        "        n=1, pvals=[p_stander, p_walker, 1.0-p_stander-p_walker], \n",
        "        size=(self.height, self.width))[:,:,:2]\n",
        "\n",
        "  def copy(self):\n",
        "    new_map = AgentMap(self.width, self.height)\n",
        "    new_map.map = self.map.copy()\n",
        "    return new_map\n",
        "\n",
        "  def move(self, prev_pos, next_pos):\n",
        "    assert self.map[prev_pos[0],prev_pos[1],prev_pos[2]] == 1\n",
        "    assert self.map[next_pos[0],next_pos[1],next_pos[2]] == 0\n",
        "    self.map[prev_pos[0],prev_pos[1],prev_pos[2]] = 0\n",
        "    self.map[next_pos[0],next_pos[1],next_pos[2]] = 1\n",
        "\n",
        "  def get_vacant(self, indices):\n",
        "    # return whether each index is vacant or not\n",
        "    exist_agent = self.map[indices[:,0], indices[:,1]].astype(np.bool)\n",
        "    vacant = np.bitwise_and(\n",
        "          np.bitwise_not(exist_agent[:,0]),\n",
        "          np.bitwise_not(exist_agent[:,1]))\n",
        "    return vacant\n",
        "  \n",
        "  def get_next_cell(self, indices, distance_field, beta=1.0):\n",
        "    # the most nearest cell to the goal among vacant given cells\n",
        "    # a_type : \"stander\" or \"walker\"\n",
        "    vacant = self.get_vacant(indices)\n",
        "    if np.alltrue(np.bitwise_not(vacant)):\n",
        "      return None\n",
        "    \n",
        "    distance = distance_field[indices[:,0], indices[:,1]]\n",
        "    \n",
        "    # transition probability ~ 1/(distance+1)^2\n",
        "    pvals = np.exp(-beta * distance[vacant])\n",
        "    pvals /= np.sum(pvals)\n",
        "    #print(pvals)\n",
        "    picked = np.random.choice(np.arange(len(pvals)), size=1, p=pvals)[0]\n",
        "    #print(picked)\n",
        "    return indices[vacant][picked]\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hDrYanjMeoiv",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "class Simulation(object):\n",
        "  def __init__(self, width=10, height=20, \n",
        "               x_exit_stand = 4, x_exit_walk = 6, y_exit_stand = 0, y_exit_walk = 0,\n",
        "               mu=0.2):\n",
        "    self.width = width\n",
        "    self.height = height\n",
        "    self.mu = mu\n",
        "    self.history = []\n",
        "\n",
        "    # create static distance_field\n",
        "    xcoord = np.repeat(np.arange(width).reshape(1,width), height, axis=0)\n",
        "    ycoord = np.repeat(np.arange(height).reshape(height, 1), width, axis=1)\n",
        "    self.distance_field_stand = np.abs(xcoord-x_exit_stand) + np.abs(ycoord-y_exit_stand)\n",
        "    self.distance_field_walk = np.abs(xcoord-x_exit_walk) + np.abs(ycoord-y_exit_walk)\n",
        "    \n",
        "  def initialize(self, **argv):\n",
        "    agent_map = AgentMap(self.width, self.height)\n",
        "    agent_map.initialize(**argv)\n",
        "    self.history.append(agent_map)\n",
        "    return agent_map\n",
        "  \n",
        "  def plot(self, time=-1):\n",
        "    agent_map = self.history[time]\n",
        "    \n",
        "    agent_colors = np.array([\"blue\", \"red\"])\n",
        "    fig = plt.figure(figsize=(8,3))\n",
        "    fig.add_subplot(1,2,1)\n",
        "    plt.imshow(self.distance_field_stand, cmap=\"magma_r\")\n",
        "    plt.colorbar()\n",
        "    plt.title(\"distance field for stand\")\n",
        "    plt.scatter(\n",
        "        np.array(agent_map.map.nonzero())[1,:],\n",
        "        np.array(agent_map.map.nonzero())[0,:],\n",
        "        c=agent_colors[np.array(agent_map.map.nonzero())[2,:]]\n",
        "    )\n",
        "    fig.add_subplot(1,2,2)\n",
        "    plt.imshow(self.distance_field_walk, cmap=\"magma_r\")\n",
        "    plt.colorbar()\n",
        "    plt.title(\"distance field for walk\")\n",
        "    plt.scatter(\n",
        "        np.array(agent_map.map.nonzero())[1,:],\n",
        "        np.array(agent_map.map.nonzero())[0,:],\n",
        "        c=agent_colors[np.array(agent_map.map.nonzero())[2,:]]\n",
        "    )\n",
        "  \n",
        "  def step(self):\n",
        "    agent_map_next = self.history[-1].copy()\n",
        "\n",
        "    # next_pos -> [(prev_pos1, a_type1), (prev_pos2, a_type2), ...]\n",
        "    dict_move = defaultdict(lambda : [])\n",
        "\n",
        "\n",
        "    for y in range(self.height):\n",
        "      for x in range(self.width):\n",
        "        #print(\"--\",(y,x), \"--\")\n",
        "        if agent_map_next.map[y, x, 0]:\n",
        "          # a stander exists\n",
        "          nn_pos = get_index_nn(y, x, self.width, self.height)\n",
        "          next_pos = agent_map_next.get_next_cell(nn_pos, self.distance_field_stand)\n",
        "          if next_pos is not None:\n",
        "            #print(tuple(next_pos), \"->\", (y,x,0))\n",
        "            dict_move[tuple(next_pos)].append((y,x,0))\n",
        "        if agent_map_next.map[y, x, 1]:\n",
        "          # a walker exists\n",
        "          nn_pos = get_index_nn(y, x, self.width, self.height)\n",
        "          next_pos = agent_map_next.get_next_cell(nn_pos, self.distance_field_walk)\n",
        "          if next_pos is not None:\n",
        "            #print(tuple(next_pos), \"->\", (y,x,1))\n",
        "            dict_move[tuple(next_pos)].append((y,x,1))\n",
        "\n",
        "    #print(dict(dict_move))\n",
        "    for next_pos, prev_candidates in dict_move.items():\n",
        "      if len(prev_candidates) == 0: continue\n",
        "      elif len(prev_candidates) == 1:\n",
        "        try:\n",
        "          agent_map_next.move(\n",
        "              prev_candidates[0],\n",
        "              (next_pos[0],next_pos[1],prev_candidates[0][2])\n",
        "              )\n",
        "        except:\n",
        "          print(next_pos)\n",
        "          print(prev_candidates[0])\n",
        "          raise\n",
        "      else:\n",
        "        # friction\n",
        "        u = np.random.sample() # uniform(0,1)\n",
        "        if u < self.mu: # stay\n",
        "          continue\n",
        "        else: # move randomly picked agent\n",
        "          picked = np.random.choice(np.arange(len(prev_candidates)), size=1)[0]\n",
        "          #print(picked)\n",
        "          #print(prev_candidates[picked])\n",
        "          agent_map_next.move(\n",
        "              prev_candidates[picked],\n",
        "              (next_pos[0], next_pos[1], prev_candidates[picked][2])\n",
        "          )\n",
        "    self.history.append(agent_map_next)\n",
        "    return agent_map_next\n",
        "  \n",
        "  def run(self, n_iter):\n",
        "    for i in range(n_iter):\n",
        "      self.step()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5kcoiMb07xB8",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 227
        },
        "outputId": "778310f5-3e0b-41bd-b0e0-ca3ff4fc1339"
      },
      "source": [
        "sim = Simulation(width=30, height=50,\n",
        "                x_exit_stand = 4, x_exit_walk = 6, y_exit_stand = 0, y_exit_walk = 0,\n",
        "               mu=0.1)\n",
        "sim.initialize(n_stander=10, n_walker=10)\n",
        "sim.plot()"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaIAAADSCAYAAAAIXsQaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
            "text/plain": [
              "<Figure size 576x216 with 4 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qhCskfp6IV3k",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "sim.run(100)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bTXUEzPS3ONW",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NOhWxDGilSaP",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 669
        },
        "outputId": "39978059-4a30-4870-d5e6-efc05476aae4"
      },
      "source": [
        "fig = plt.figure(figsize=(10,8))\n",
        "fig.add_subplot(2,2,1)\n",
        "plt.plot([np.nonzero(am.map[:,:,0])[0] for am in sim.history])\n",
        "plt.title(\"Y\")\n",
        "fig.add_subplot(2,2,2)\n",
        "plt.plot([np.nonzero(am.map[:,:,0])[1] for am in sim.history])\n",
        "plt.title(\"X\")\n",
        "\n",
        "fig.add_subplot(2,2,3)\n",
        "plt.plot([np.nonzero(am.map[:,:,1])[0] for am in sim.history])\n",
        "fig.add_subplot(2,2,4)\n",
        "plt.plot([np.nonzero(am.map[:,:,1])[1] for am in sim.history])"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[<matplotlib.lines.Line2D at 0x7f82a2424470>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a24245c0>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424710>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424860>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a24249b0>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424b00>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424c50>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424da0>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2424ef0>,\n",
              " <matplotlib.lines.Line2D at 0x7f82a2447080>]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 15
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlMAAAHiCAYAAADMP0mlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
            "text/plain": [
              "<Figure size 720x576 with 4 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "emrFkWP52-7g",
        "colab_type": "code",
        "colab": {
          "resources": {
            "http://localhost:8080/nbextensions/google.colab/colabwidgets/controls.css": {
              "data": "/* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /* We import all of these together in a single css file because the Webpack
loader sees only one file at a time. This allows postcss to see the variable
definitions when they are used. */

 /*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

 /*
This file is copied from the JupyterLab project to define default styling for
when the widget styling is compiled down to eliminate CSS variables. We make one
change - we comment out the font import below.
*/

 /**
 * The material design colors are adapted from google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css
 *
 * The license for the material design color CSS variables is as follows (see
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)
 *
 * The MIT License (MIT)
 *
 * Copyright (c) 2014 Dan Le Van
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

 /*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

 /*
 * Optional monospace font for input/output prompt.
 */

 /* Commented out in ipywidgets since we don't need it. */

 /* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */

 /*
 * Added for compabitility with output area
 */

 :root {

  /* Borders

  The following variables, specify the visual styling of borders in JupyterLab.
   */

  /* UI Fonts

  The UI font CSS variables are used for the typography all of the JupyterLab
  user interface elements that are not directly user generated content.
  */ /* Base font size */ /* Ensures px perfect FontAwesome icons */

  /* Use these font colors against the corresponding main layout colors.
     In a light theme, these go from dark to light.
  */

  /* Use these against the brand/accent/warn/error colors.
     These will typically go from light to darker, in both a dark and light theme
   */

  /* Content Fonts

  Content font variables are used for typography of user generated content.
  */ /* Base font size */


  /* Layout

  The following are the main layout colors use in JupyterLab. In a light
  theme these would go from light to dark.
  */

  /* Brand/accent */

  /* State colors (warn, error, success, info) */

  /* Cell specific styles */
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */

  /* Notebook specific styles */

  /* Console specific styles */

  /* Toolbar specific styles */
}

 /* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /*
 * We assume that the CSS variables in
 * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css
 * have been defined.
 */

 /* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:

Copyright (c) 2014-2017, PhosphorJS Contributors
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

* Redistributions of source code must retain the above copyright notice, this
  list of conditions and the following disclaimer.

* Redistributions in binary form must reproduce the above copyright notice,
  this list of conditions and the following disclaimer in the documentation
  and/or other materials provided with the distribution.

* Neither the name of the copyright holder nor the names of its
  contributors may be used to endorse or promote products derived from
  this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

*/

 /*
 * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css 
 * We've scoped the rules so that they are consistent with exactly our code.
 */

 .jupyter-widgets.widget-tab > .p-TabBar {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
  margin: 0;
  padding: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  list-style-type: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  overflow: hidden;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,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");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

/*# sourceMappingURL=data:application/json;base64,{"version":3,"sources":["../node_modules/@jupyter-widgets/controls/css/widgets.css","../node_modules/@jupyter-widgets/controls/css/labvariables.css","../node_modules/@jupyter-widgets/controls/css/materialcolors.css","../node_modules/@jupyter-widgets/controls/css/widgets-base.css","../node_modules/@jupyter-widgets/controls/css/phosphor.css"],"names":[],"mappings":"AAAA;;GAEG;;CAEF;;kCAEiC;;CCNlC;;;+EAG+E;;CAE/E;;;;EAIE;;CCTF;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA6BG;;CDhBH;;;;;;;;;;;;;;;;;;;EAmBE;;CAGF;;GAEG;;CACF,yDAAyD;;CAC1D,yEAAyE;;CAEzE;;GAEG;;CAOH;;EAEE;;;KAGG;;EAQH;;;;IAIE,CAIwB,oBAAoB,CAGhB,0CAA0C;;EAGxE;;IAEE;;EAOF;;KAEG;;EAOH;;;IAGE,CAWwB,oBAAoB;;;EAU9C;;;;IAIE;;EAOF,kBAAkB;;EAYlB,+CAA+C;;EAsB/C,0BAA0B;EAa1B;4EAC0E;EAE1E;wEACsE;;EAGtE,8BAA8B;;EAK9B,6BAA6B;;EAI7B,6BAA6B;CAQ9B;;CEzMD;;GAEG;;CAEH;;;;GAIG;;CCRH;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;EA8BE;;CAEF;;;GAGG;;CAEH;EACE,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,0BAA0B;EAC1B,uBAAuB;EACvB,sBAAsB;EACtB,kBAAkB;CACnB;;CAGD;EACE,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;CACrB;;CAGD;EACE,6BAAuB;EAAvB,8BAAuB;MAAvB,2BAAuB;UAAvB,uBAAuB;CACxB;;CAGD;EACE,UAAU;EACV,WAAW;EACX,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,oBAAe;MAAf,mBAAe;UAAf,eAAe;EACf,sBAAsB;CACvB;;CAGD;EACE,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;CACrB;;CAGD;EACE,6BAAuB;EAAvB,8BAAuB;MAAvB,2BAAuB;UAAvB,uBAAuB;CACxB;;CAGD;EACE,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;EACpB,+BAAuB;UAAvB,uBAAuB;EACvB,iBAAiB;CAClB;;CAGD;;EAEE,oBAAe;MAAf,mBAAe;UAAf,eAAe;CAChB;;CAGD;EACE,oBAAe;MAAf,mBAAe;UAAf,eAAe;EACf,iBAAiB;EACjB,oBAAoB;CACrB;;CAGD;EACE,yBAAyB;CAC1B;;CAGD;EACE,mBAAmB;CACpB;;CAGD;EACE,QAAQ;EACR,oCAA4B;EAA5B,4BAA4B;CAC7B;;CAGD;EACE,OAAO;EACP,mCAA2B;EAA3B,2BAA2B;CAC5B;;CAGD;EACE,yBAAiB;EAAjB,iBAAiB;CAClB;;CAED,oBAAoB;;CD9GpB,QAUqC,oCAAoC;;IA2BrE,+BAA+B;CAIlC;;CAED;IACI,YAAiC;IACjC,+BAAuB;YAAvB,uBAAuB;IACvB,aAA+B;IAC/B,kBAAkB;CACrB;;CAED;IACI,kBAA6C;IAC7C,aAAwC;CAC3C;;CAED;IACI,eAAe;IACf,gBAAgB;CACnB;;CAED,mBAAmB;;CAEnB;IACI,wBAAwB;IACxB,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,+BAAoB;IAApB,8BAAoB;QAApB,wBAAoB;YAApB,oBAAoB;IACpB,4BAAsB;QAAtB,yBAAsB;YAAtB,sBAAsB;CACzB;;CAED;IACI,sBAAsB;IACtB,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,UAAU;IACV,eAAe;CAClB;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,cAAc;IACd,UAAU;IACV,eAAe;CAClB;;CAED;IACI,+BAAoB;IAApB,8BAAoB;QAApB,wBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED,4BAA4B;;CAE5B;IACI,mBAAmB;IACnB,oBAAoB;IACpB,iBAAiB;IACjB,oBAAoB;IACpB,sBAAsB;IACtB,oBAAoB;IACpB,iBAAiB;IACjB,wBAAwB;IACxB,mBAAmB;IACnB,gBAAuC;IACvC,gBAAgB;;IAEhB,aAAwC;IACxC,kBAAkB;IAClB,kBAA6C;IAC7C,yBAAiB;YAAjB,iBAAiB;;IAEjB,yBAAgC;IAChC,0BAA0C;IAC1C,sBAAsC;IACtC,aAAa;CAChB;;CAED;IACI,kBAA8C;IAC9C,qBAAqB;CACxB;;CAED;IACI,iBAAiB,CAAC,sBAAsB;CAC3C;;CAED;IACI,aAA4C;CAC/C;;CAED;IACI,gBAAgB;CACnB;;CAED;IACI,wBAAwB;IACxB;;+CAE+E;YAF/E;;+CAE+E;CAClF;;CAED;IACI,wBAAwB;IACxB;;iDAE6E;YAF7E;;iDAE6E;IAC7E,yBAAgC;IAChC,0BAA0C;CAC7C;;CAED;IACI,2BAA8D;CACjE;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAA2C;CAC9C;;CAED;IACI,8BAAwC;IACxC,0BAA2C;EAC7C;;CAEF;IACI,8BAAwC;IACxC,0BAA2C;EAC7C;;CAED,2BAA2B;;CAE5B;IACI,gCAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED,6BAA6B;;CAE7B;IACI,gCAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED,kBAAkB;;CAElB;IACI,aAA4C;CAC/C;;CAED,0BAA0B;;CAE1B,kCAAkC;;CAClC;IACI,iBAAuB;IAAvB,uBAAuB;CAC1B;;CAED;IACI,iBAAiB;IACjB,aAAqC;IACrC,gBAAuC;IACvC,iBAAiB;IACjB,wBAAwB;IACxB,oBAAoB;IACpB,kBAA6C;CAChD;;CAED;IACI,WAAW;IACX,aAAqC;IACrC,gBAAuC;IACvC,iBAAiB;IACjB,wBAAwB;IACxB,oBAAoB;IACpB,kBAA6C;CAChD;;CAED;IACI,6BAA6B;IAC7B,aAAqC;IACrC,kBAAkB;IAClB,kBAA0D;IAC1D,YAA4C;IAC5C,qBAAe;QAAf,eAAe;CAClB;;CAED;IACI,2BAA2B;IAC3B,aAAqC;IACrC,mBAAmB;IACnB,kBAA6C;CAChD;;CAED,4BAA4B;;CAE5B;IACI,aAAuC;IACvC,gBAAuC;IACvC,aAAwC;IACxC,kBAA6C;IAC7C,iBAAiB;IACjB,oBAAoB;IACpB,mBAAmB;CACtB;;CAED;IACI,yBAAyB;;IAEzB;;;;OAIG;IACH;;uDAEoD;;IAMpD;;+CAE4C;CAC/C;;CAED;IACI,wBAAwB;IACxB,mBAAmB;IACnB,iBAAgD;IAChD,gBAA+C;IAC/C,iBAA6C;CAChD;;CAED;IACI,sBAAsB;IACtB,gBAA4C;IAC5C,2BAA2B;IAC3B,eAAe;CAClB;;CAED,6BAA6B;;CAE7B;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,wBAAgE;IAChE,kBAA6C;IAC7C,iBAAiB;IACjB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,4BAAmB;QAAnB,mBAAmB;CACtB;;CAED,0BAA0B;;CAE1B;IACI,aAAwC;IACxC,kBAA6C;IAC7C,aAA4C;IAC5C,gBAAuC;CAC1C;;CAED;IACI,kBAA6C;IAC7C,kBAA8C;IAC9C,iBAA6C;;IAE7C,0JAA0J;IAC1J,sBAAsB;IACtB,8CAA8C;IAC9C,mBAAmB;IACnB,qBAAqB;IACrB,oCAAoC;IACpC,mCAAmC;CACtC;;CAED;IACI,iBAAiB;IACjB,aAAa;CAChB;;CAED;IACI,iBAAiB;IACjB,WAAW;CACd;;CAED;IACI,cAAc;CACjB;;CAED,qCAAqC;;CAErC;IACI,aAAsC;CACzC;;CAED;IACI,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,aAA4C;CAC/C;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,iBAAsF;IACtF,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,aAAa,CAAC,iEAAiE;IAC/E,qBAAe;QAAf,eAAe;IACf,yBAAyB;CAC5B;;CAED;IACI,gBAAgB;IAChB,eAAe;CAClB;;CAED;IACI,sBAAyD;CAC5D;;CAED,mBAAmB;;CAEnB;IACI,kBAAkB;IAClB,0BAA4E;IAC5E,oBAAoC;IACpC,+BAAuB;YAAvB,uBAAuB;IACvB,mBAAmB;IACnB,mBAAmB;CACtB;;CAED;IACI,mBAAmB;IACnB,yBAAyB,CAAC,oDAAoD;IAC9E,mBAAmB;IACnB,wBAAmE;IACnE,0BAAiG;IACjG,+BAAuB;YAAvB,uBAAuB;IACvB,WAAW;IACX,uBAAuB,CAAC,wBAAwB;CACnD;;CAED,wBAAwB;;CACxB;IACI,0BAA+D;IAC/D,0BAAiG;CACpG;;CAED;IACI,0BAA+D;IAC/D,sBAA2D;IAC3D,WAAW;IACX,8BAAsB;YAAtB,sBAAsB;CACzB;;CAED;IACI,iEAAiE;IACjE,mBAAmB;IACnB,oBAAyD;IACzD,WAAW;CACd;;CAED,8BAA8B;;CAE9B;IACI,YAA4C;IAC5C,aAA6C;IAC7C,iBAAgJ;IAChJ,kBAAqG;IACrG,mBAAmB;IACnB,OAAO;CACV;;CAED;IACI,YAA4C;IAC5C,aAA6C;IAC7C,oBAAuG;IACvG,kBAAiJ;IACjJ,mBAAmB;IACnB,QAAQ;CACX;;CAED;IACI,YAA6D;IAC7D,iBAAyJ;CAC5J;;CAED;IACI,WAA4D;IAC5D,kBAA0J;CAC7J;;CAED,uBAAuB;;CAEvB;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;;IAE7C;;oDAEgD;IAChD,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,kBAAkB;CACrB;;CAED;IACI,aAAwC;IACxC,iBAAwG;IACxG,kBAAyG;IACzG,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;CAClD;;CAED;IACI,gCAAgC;IAChC,YAAiD;IACjD,iBAAmG;IACnG,YAAY;CACf;;CAED,qBAAqB;;CAErB;IACI,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,qBAAqB;IACrB,cAA0C;IAC1C,YAA2C;CAC9C;;CAED;IACI,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,kBAAkB;IAClB,mBAAmB;IACnB,mBAA0G;IAC1G,gBAAuG;IACvG,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,gCAAgC;IAChC,WAAgD;IAChD,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,kBAAkB;IAClB,mBAAmB;CACtB;;CAED,6BAA6B;;CAE7B;IACI,yBAAyB;IAIzB,iBAAiB;CACpB;;CAED;IACI,aAAwC;CAC3C;;CAED;IACI,0BAAyC;CAC5C;;CAED;IACI,0BAA2C;CAC9C;;CAED;IACI,0BAAwC;CAC3C;;CAED;IACI,0BAAwC;CAC3C;;CAED;IACI,0BAAyC;CAC5C;;CAED;IACI,0BAA0C;IAC1C,aAAa;IACb,yBAAiB;YAAjB,iBAAiB;CACpB;;CAED,yBAAyB;;CAEzB;IACI,kBAAkB;IAClB,aAAwC;IACxC,kBAA6C;IAC7C,aAAsC;IACtC,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;;CAEvB;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,gBAA4C;IAC5C,mBAA+C;IAC/C,6BAAoB;QAApB,oBAAoB;IACpB,8BAA8B;IAC9B,aAAgB;IAAhB,gBAAgB;CACnB;;CAED,uBAAuB;;CAEvB;IACI,cAA0C;IAC1C,YAA2C;CAC9C;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,YAA4C;IAC5C,kBAAkB;IAClB,mBAAmB;IACnB,iBAAiB;CACpB;;CAED,2BAA2B;;CAE3B;IACI,aAAwC;IACxC,aAAsC;IACtC,kBAA6C;CAChD;;CAED;IACI,oBAAoB;IACpB,0BAAwF;IACxF,iBAAiB;IACjB,gBAAgB;IAChB,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,aAAa,CAAC,iEAAiE;IAC/E,+BAAuB;YAAvB,uBAAuB;IACvB,yBAAyB;IACzB,yBAAiB;YAAjB,iBAAiB;IACjB,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,oBAAoB;IACpB,kBAAyD;CAC5D,iBAAiB;CACjB,yBAAyB;CACzB,sBAAsB;IACnB,6BAA6B;CAChC,sBAAsB;CACtB,kCAAkC;IAC/B,kuBAAmD;CACtD;;CACD;IACI,sBAAyD;CAC5D;;CAED;IACI,aAA4C;CAC/C;;CAED;6CAC6C;;CAC7C;IACI,mBAAmB;IACnB,wBAAwB;CAC3B;;CAED,+BAA+B;;CAE/B;IACI,aAAsC;IACtC,kBAA6C;;IAE7C;;kEAE8D;IAC9D,yBAAwB;QAAxB,sBAAwB;YAAxB,wBAAwB;CAC3B;;CAED;IACI,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,yBAAyB;IACzB,eAAe;IACf,gBAAgB;;IAEhB;;kEAE8D;IAC9D,iBAAiB;CACpB;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,kBAA8C;IAC9C,kBAA6C;IAC7C,kEAAkE;IAClE,0DAAiF;IACjF,6DAAoF;CACvF;;CAID,4BAA4B;;CAE5B;IACI,kBAA6C;CAChD;;CAED;IACI,iBAAsC;IACtC,kBAAuC;CAC1C;;CAED;IACI,aAA4C;CAC/C;;CAED,2BAA2B;;CAE3B;IACI,aAAsC;IACtC,kBAA6C;CAChD;;CAED;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;IACrB,+BAAuB;YAAvB,uBAAuB;IACvB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,mBAA8D;CACjE;;CAED;IACI,aAA4C;IAC5C,kBAAiD;IACjD,gBAAuC;CAC1C;;CAED;IACI,aAA4C;IAC5C,kBAAiD;IACjD,oBAA4D;IAC5D,YAAY;CACf;;CAED,0BAA0B;;CAE1B;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,gBAA+C;CAClD;;CAED;IACI,YAAuC;IACvC,aAAwC;IACxC,eAAe,CAAC,6DAA6D;IAC7E,kBAAqD;IACrD,yBAAqC;IACrC,0BAAwF;IACxF,kBAAkB;IAClB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,+BAAuB;YAAvB,uBAAuB;IACvB,6BAAoB;QAApB,oBAAoB;IACpB,yBAAyB;CAC5B;;CAED;IACI,+BAA6F;CAChG;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,yBAAyB;IACzB,aAAwC;IACxC,kBAA6C;IAC7C,kBAAqD;IACrD,yBAAqC;IACrC,0BAAwF;IACxF,gBAAuC;IACvC,iBAAsF;IACtF,aAAa,CAAC,iEAAiE;IAC/E,qBAAe;QAAf,eAAe;IACf,+BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,aAA4C;CAC/C;;CAED,yBAAyB;;CAEzB;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,aAAa,CAAC,iEAAiE;IAC/E,yBAAyB;IACzB,aAAwC;IACxC,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,iBAAsF;IACtF,+BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,sBAAoC;CACvC;;CAED;IACI,aAA4C;CAC/C;;CAED,iBAAiB;;CAEjB;IACI,aAA4C;IAC5C,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,aAAa;CAChB;;CAED;IACI,aAA4C;CAC/C;;CAED,gBAAgB;;CAEhB;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,yFAAyF;IACzF,oBAAoB;IACpB,oBAAoB;CACvB;;CAED;IACI,iDAAiD;IACjD,uBAAsB;QAAtB,oBAAsB;YAAtB,sBAAsB;IACtB,aAAa;IACb,cAAc;CACjB;;CAED;IACI,YAAY;IACZ,+BAAuB;YAAvB,uBAAuB;IACvB,UAAU;IACV,kBAAoC;IACpC,yBAAgC;IAChC,0BAA6D;IAC7D,cAA6C;IAC7C,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,eAAe;CAClB;;CAED;IACI,wCAA+D;IAC/D,iBAAmF;CACtF;;CAED;IACI,oBAAiD;QAAjD,oBAAiD;YAAjD,gBAAiD;IACjD,gBAAgB;IAChB,iBAAmF;IACnF,kBAAqD;IACrD,kBAA+C;IAC/C,kBAAkB;IAClB,oBAAoC;IACpC,yBAAgC;IAChC,0BAA6D;IAC7D,oBAAoB;IACpB,mBAAmB;CACtB;;CAED;IACI,0BAAgC;IAChC,gEAAgE;IAChE,kBAAoC;IACpC,iBAAuF;IACvF,mCAA8C;YAA9C,2BAA8C;IAC9C,kBAAkB;CACrB;;CAED;IACI,mBAAmB;IACnB,UAAuC;IACvC,WAAwC;IACxC,YAAY;IACZ,YAAoD;IACpD,wBAA+C;IAC/C,oBAAmC;CACtC;;CAED;IACI,eAAe;CAClB;;CAED;IACI,kBAAoC;IACpC,yBAAgC;CACnC;;CAED;IACI,iBAAiB;CACpB;;CAED;IACI,yBAAyB;IACzB,iBAAiB,CAAC,WAAW;CAChC;;CAED;;;IAGI,kBAAqD;CACxD;;CAED,sBAAsB;;CAEtB;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,aAAyC;IACzC,gBAAgB;IAChB,yBAAgC;IAChC,0BAA0C;IAC1C,0BAAqE;IACrE,mBAA+F;IAC/F,kBAAkB;CACrB;;CAED;IACI,wBAA0C;IAC1C,yBAAgC;CACnC;;CAED;IACI,wBAA0C;IAC1C,0BAAgC;IAChC,gBAAgB;IAChB,oBAAoB;CACvB;;CAED;IACI,sBAAsB,EAAE,qCAAqC;IAC7D,sBAAsB;IACtB,8CAA8C;IAC9C,mBAAmB;IACnB,qBAAqB;IACrB,oCAAoC;IACpC,mCAAmC;CACtC;;CAED;IACI,sBAAsB,CAAC,oCAAoC;CAC9D;;CAED;IACI,cAA6C;IAC7C,wBAA0C;IAC1C,yBAAgC;IAChC,+BAA0E;IAC1E,gCAA2E;IAC3E,iCAA4E;IAC5E,eAAe;CAClB;;CAED;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,iBAAiB;CACpB;;CAED;IACI,gBAAgB;CACnB;;CAID,iBAAiB;;CAEjB;IACI,gBAAuC;CAC1C;;CAED;IACI,0CAA0C;IAC1C,6BAAoB;QAApB,oBAAoB;IACpB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,kEAAkE;IAClE,kBAA6C;IAC7C,yEAAyE;IACzE,mBAAmB;CACtB","file":"controls.css","sourcesContent":["/* Copyright (c) Jupyter Development Team.\n * Distributed under the terms of the Modified BSD License.\n */\n\n /* We import all of these together in a single css file because the Webpack\nloader sees only one file at a time. This allows postcss to see the variable\ndefinitions when they are used. */\n\n@import \"./labvariables.css\";\n@import \"./widgets-base.css\";\n","/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*/\n\n/*\nThis file is copied from the JupyterLab project to define default styling for\nwhen the widget styling is compiled down to eliminate CSS variables. We make one\nchange - we comment out the font import below.\n*/\n\n@import \"./materialcolors.css\";\n\n/*\nThe following CSS variables define the main, public API for styling JupyterLab.\nThese variables should be used by all plugins wherever possible. In other\nwords, plugins should not define custom colors, sizes, etc unless absolutely\nnecessary. This enables users to change the visual theme of JupyterLab\nby changing these variables.\n\nMany variables appear in an ordered sequence (0,1,2,3). These sequences\nare designed to work well together, so for example, `--jp-border-color1` should\nbe used with `--jp-layout-color1`. The numbers have the following meanings:\n\n* 0: super-primary, reserved for special emphasis\n* 1: primary, most important under normal situations\n* 2: secondary, next most important under normal situations\n* 3: tertiary, next most important under normal situations\n\nThroughout JupyterLab, we are mostly following principles from Google's\nMaterial Design when selecting colors. We are not, however, following\nall of MD as it is not optimized for dense, information rich UIs.\n*/\n\n\n/*\n * Optional monospace font for input/output prompt.\n */\n /* Commented out in ipywidgets since we don't need it. */\n/* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */\n\n/*\n * Added for compabitility with output area\n */\n:root {\n  --jp-icon-search: none;\n  --jp-ui-select-caret: none;\n}\n\n\n:root {\n\n  /* Borders\n\n  The following variables, specify the visual styling of borders in JupyterLab.\n   */\n\n  --jp-border-width: 1px;\n  --jp-border-color0: var(--md-grey-700);\n  --jp-border-color1: var(--md-grey-500);\n  --jp-border-color2: var(--md-grey-300);\n  --jp-border-color3: var(--md-grey-100);\n\n  /* UI Fonts\n\n  The UI font CSS variables are used for the typography all of the JupyterLab\n  user interface elements that are not directly user generated content.\n  */\n\n  --jp-ui-font-scale-factor: 1.2;\n  --jp-ui-font-size0: calc(var(--jp-ui-font-size1)/var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size1: 13px; /* Base font size */\n  --jp-ui-font-size2: calc(var(--jp-ui-font-size1)*var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size3: calc(var(--jp-ui-font-size2)*var(--jp-ui-font-scale-factor));\n  --jp-ui-icon-font-size: 14px; /* Ensures px perfect FontAwesome icons */\n  --jp-ui-font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n\n  /* Use these font colors against the corresponding main layout colors.\n     In a light theme, these go from dark to light.\n  */\n\n  --jp-ui-font-color0: rgba(0,0,0,1.0);\n  --jp-ui-font-color1: rgba(0,0,0,0.8);\n  --jp-ui-font-color2: rgba(0,0,0,0.5);\n  --jp-ui-font-color3: rgba(0,0,0,0.3);\n\n  /* Use these against the brand/accent/warn/error colors.\n     These will typically go from light to darker, in both a dark and light theme\n   */\n\n  --jp-inverse-ui-font-color0: rgba(255,255,255,1);\n  --jp-inverse-ui-font-color1: rgba(255,255,255,1.0);\n  --jp-inverse-ui-font-color2: rgba(255,255,255,0.7);\n  --jp-inverse-ui-font-color3: rgba(255,255,255,0.5);\n\n  /* Content Fonts\n\n  Content font variables are used for typography of user generated content.\n  */\n\n  --jp-content-font-size: 13px;\n  --jp-content-line-height: 1.5;\n  --jp-content-font-color0: black;\n  --jp-content-font-color1: black;\n  --jp-content-font-color2: var(--md-grey-700);\n  --jp-content-font-color3: var(--md-grey-500);\n\n  --jp-ui-font-scale-factor: 1.2;\n  --jp-ui-font-size0: calc(var(--jp-ui-font-size1)/var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size1: 13px; /* Base font size */\n  --jp-ui-font-size2: calc(var(--jp-ui-font-size1)*var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size3: calc(var(--jp-ui-font-size2)*var(--jp-ui-font-scale-factor));\n\n  --jp-code-font-size: 13px;\n  --jp-code-line-height: 1.307;\n  --jp-code-padding: 5px;\n  --jp-code-font-family: monospace;\n\n\n  /* Layout\n\n  The following are the main layout colors use in JupyterLab. In a light\n  theme these would go from light to dark.\n  */\n\n  --jp-layout-color0: white;\n  --jp-layout-color1: white;\n  --jp-layout-color2: var(--md-grey-200);\n  --jp-layout-color3: var(--md-grey-400);\n\n  /* Brand/accent */\n\n  --jp-brand-color0: var(--md-blue-700);\n  --jp-brand-color1: var(--md-blue-500);\n  --jp-brand-color2: var(--md-blue-300);\n  --jp-brand-color3: var(--md-blue-100);\n\n  --jp-accent-color0: var(--md-green-700);\n  --jp-accent-color1: var(--md-green-500);\n  --jp-accent-color2: var(--md-green-300);\n  --jp-accent-color3: var(--md-green-100);\n\n  /* State colors (warn, error, success, info) */\n\n  --jp-warn-color0: var(--md-orange-700);\n  --jp-warn-color1: var(--md-orange-500);\n  --jp-warn-color2: var(--md-orange-300);\n  --jp-warn-color3: var(--md-orange-100);\n\n  --jp-error-color0: var(--md-red-700);\n  --jp-error-color1: var(--md-red-500);\n  --jp-error-color2: var(--md-red-300);\n  --jp-error-color3: var(--md-red-100);\n\n  --jp-success-color0: var(--md-green-700);\n  --jp-success-color1: var(--md-green-500);\n  --jp-success-color2: var(--md-green-300);\n  --jp-success-color3: var(--md-green-100);\n\n  --jp-info-color0: var(--md-cyan-700);\n  --jp-info-color1: var(--md-cyan-500);\n  --jp-info-color2: var(--md-cyan-300);\n  --jp-info-color3: var(--md-cyan-100);\n\n  /* Cell specific styles */\n\n  --jp-cell-padding: 5px;\n  --jp-cell-editor-background: #f7f7f7;\n  --jp-cell-editor-border-color: #cfcfcf;\n  --jp-cell-editor-background-edit: var(--jp-ui-layout-color1);\n  --jp-cell-editor-border-color-edit: var(--jp-brand-color1);\n  --jp-cell-prompt-width: 100px;\n  --jp-cell-prompt-font-family: 'Roboto Mono', monospace;\n  --jp-cell-prompt-letter-spacing: 0px;\n  --jp-cell-prompt-opacity: 1.0;\n  --jp-cell-prompt-opacity-not-active: 0.4;\n  --jp-cell-prompt-font-color-not-active: var(--md-grey-700);\n  /* A custom blend of MD grey and blue 600\n   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */\n  --jp-cell-inprompt-font-color: #307FC1;\n  /* A custom blend of MD grey and orange 600\n   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */\n  --jp-cell-outprompt-font-color: #BF5B3D;\n\n  /* Notebook specific styles */\n\n  --jp-notebook-padding: 10px;\n  --jp-notebook-scroll-padding: 100px;\n\n  /* Console specific styles */\n\n  --jp-console-background: var(--md-grey-100);\n\n  /* Toolbar specific styles */\n\n  --jp-toolbar-border-color: var(--md-grey-400);\n  --jp-toolbar-micro-height: 8px;\n  --jp-toolbar-background: var(--jp-layout-color0);\n  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0,0,0,0.24);\n  --jp-toolbar-header-margin: 4px 4px 0px 4px;\n  --jp-toolbar-active-background: var(--md-grey-300);\n}\n","/**\n * The material design colors are adapted from google-material-color v1.2.6\n * https://github.com/danlevan/google-material-color\n * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css\n *\n * The license for the material design color CSS variables is as follows (see\n * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)\n *\n * The MIT License (MIT)\n *\n * Copyright (c) 2014 Dan Le Van\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to deal\n * in the Software without restriction, including without limitation the rights\n * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n * copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n * SOFTWARE.\n */\n:root {\n  --md-red-50: #FFEBEE;\n  --md-red-100: #FFCDD2;\n  --md-red-200: #EF9A9A;\n  --md-red-300: #E57373;\n  --md-red-400: #EF5350;\n  --md-red-500: #F44336;\n  --md-red-600: #E53935;\n  --md-red-700: #D32F2F;\n  --md-red-800: #C62828;\n  --md-red-900: #B71C1C;\n  --md-red-A100: #FF8A80;\n  --md-red-A200: #FF5252;\n  --md-red-A400: #FF1744;\n  --md-red-A700: #D50000;\n\n  --md-pink-50: #FCE4EC;\n  --md-pink-100: #F8BBD0;\n  --md-pink-200: #F48FB1;\n  --md-pink-300: #F06292;\n  --md-pink-400: #EC407A;\n  --md-pink-500: #E91E63;\n  --md-pink-600: #D81B60;\n  --md-pink-700: #C2185B;\n  --md-pink-800: #AD1457;\n  --md-pink-900: #880E4F;\n  --md-pink-A100: #FF80AB;\n  --md-pink-A200: #FF4081;\n  --md-pink-A400: #F50057;\n  --md-pink-A700: #C51162;\n\n  --md-purple-50: #F3E5F5;\n  --md-purple-100: #E1BEE7;\n  --md-purple-200: #CE93D8;\n  --md-purple-300: #BA68C8;\n  --md-purple-400: #AB47BC;\n  --md-purple-500: #9C27B0;\n  --md-purple-600: #8E24AA;\n  --md-purple-700: #7B1FA2;\n  --md-purple-800: #6A1B9A;\n  --md-purple-900: #4A148C;\n  --md-purple-A100: #EA80FC;\n  --md-purple-A200: #E040FB;\n  --md-purple-A400: #D500F9;\n  --md-purple-A700: #AA00FF;\n\n  --md-deep-purple-50: #EDE7F6;\n  --md-deep-purple-100: #D1C4E9;\n  --md-deep-purple-200: #B39DDB;\n  --md-deep-purple-300: #9575CD;\n  --md-deep-purple-400: #7E57C2;\n  --md-deep-purple-500: #673AB7;\n  --md-deep-purple-600: #5E35B1;\n  --md-deep-purple-700: #512DA8;\n  --md-deep-purple-800: #4527A0;\n  --md-deep-purple-900: #311B92;\n  --md-deep-purple-A100: #B388FF;\n  --md-deep-purple-A200: #7C4DFF;\n  --md-deep-purple-A400: #651FFF;\n  --md-deep-purple-A700: #6200EA;\n\n  --md-indigo-50: #E8EAF6;\n  --md-indigo-100: #C5CAE9;\n  --md-indigo-200: #9FA8DA;\n  --md-indigo-300: #7986CB;\n  --md-indigo-400: #5C6BC0;\n  --md-indigo-500: #3F51B5;\n  --md-indigo-600: #3949AB;\n  --md-indigo-700: #303F9F;\n  --md-indigo-800: #283593;\n  --md-indigo-900: #1A237E;\n  --md-indigo-A100: #8C9EFF;\n  --md-indigo-A200: #536DFE;\n  --md-indigo-A400: #3D5AFE;\n  --md-indigo-A700: #304FFE;\n\n  --md-blue-50: #E3F2FD;\n  --md-blue-100: #BBDEFB;\n  --md-blue-200: #90CAF9;\n  --md-blue-300: #64B5F6;\n  --md-blue-400: #42A5F5;\n  --md-blue-500: #2196F3;\n  --md-blue-600: #1E88E5;\n  --md-blue-700: #1976D2;\n  --md-blue-800: #1565C0;\n  --md-blue-900: #0D47A1;\n  --md-blue-A100: #82B1FF;\n  --md-blue-A200: #448AFF;\n  --md-blue-A400: #2979FF;\n  --md-blue-A700: #2962FF;\n\n  --md-light-blue-50: #E1F5FE;\n  --md-light-blue-100: #B3E5FC;\n  --md-light-blue-200: #81D4FA;\n  --md-light-blue-300: #4FC3F7;\n  --md-light-blue-400: #29B6F6;\n  --md-light-blue-500: #03A9F4;\n  --md-light-blue-600: #039BE5;\n  --md-light-blue-700: #0288D1;\n  --md-light-blue-800: #0277BD;\n  --md-light-blue-900: #01579B;\n  --md-light-blue-A100: #80D8FF;\n  --md-light-blue-A200: #40C4FF;\n  --md-light-blue-A400: #00B0FF;\n  --md-light-blue-A700: #0091EA;\n\n  --md-cyan-50: #E0F7FA;\n  --md-cyan-100: #B2EBF2;\n  --md-cyan-200: #80DEEA;\n  --md-cyan-300: #4DD0E1;\n  --md-cyan-400: #26C6DA;\n  --md-cyan-500: #00BCD4;\n  --md-cyan-600: #00ACC1;\n  --md-cyan-700: #0097A7;\n  --md-cyan-800: #00838F;\n  --md-cyan-900: #006064;\n  --md-cyan-A100: #84FFFF;\n  --md-cyan-A200: #18FFFF;\n  --md-cyan-A400: #00E5FF;\n  --md-cyan-A700: #00B8D4;\n\n  --md-teal-50: #E0F2F1;\n  --md-teal-100: #B2DFDB;\n  --md-teal-200: #80CBC4;\n  --md-teal-300: #4DB6AC;\n  --md-teal-400: #26A69A;\n  --md-teal-500: #009688;\n  --md-teal-600: #00897B;\n  --md-teal-700: #00796B;\n  --md-teal-800: #00695C;\n  --md-teal-900: #004D40;\n  --md-teal-A100: #A7FFEB;\n  --md-teal-A200: #64FFDA;\n  --md-teal-A400: #1DE9B6;\n  --md-teal-A700: #00BFA5;\n\n  --md-green-50: #E8F5E9;\n  --md-green-100: #C8E6C9;\n  --md-green-200: #A5D6A7;\n  --md-green-300: #81C784;\n  --md-green-400: #66BB6A;\n  --md-green-500: #4CAF50;\n  --md-green-600: #43A047;\n  --md-green-700: #388E3C;\n  --md-green-800: #2E7D32;\n  --md-green-900: #1B5E20;\n  --md-green-A100: #B9F6CA;\n  --md-green-A200: #69F0AE;\n  --md-green-A400: #00E676;\n  --md-green-A700: #00C853;\n\n  --md-light-green-50: #F1F8E9;\n  --md-light-green-100: #DCEDC8;\n  --md-light-green-200: #C5E1A5;\n  --md-light-green-300: #AED581;\n  --md-light-green-400: #9CCC65;\n  --md-light-green-500: #8BC34A;\n  --md-light-green-600: #7CB342;\n  --md-light-green-700: #689F38;\n  --md-light-green-800: #558B2F;\n  --md-light-green-900: #33691E;\n  --md-light-green-A100: #CCFF90;\n  --md-light-green-A200: #B2FF59;\n  --md-light-green-A400: #76FF03;\n  --md-light-green-A700: #64DD17;\n\n  --md-lime-50: #F9FBE7;\n  --md-lime-100: #F0F4C3;\n  --md-lime-200: #E6EE9C;\n  --md-lime-300: #DCE775;\n  --md-lime-400: #D4E157;\n  --md-lime-500: #CDDC39;\n  --md-lime-600: #C0CA33;\n  --md-lime-700: #AFB42B;\n  --md-lime-800: #9E9D24;\n  --md-lime-900: #827717;\n  --md-lime-A100: #F4FF81;\n  --md-lime-A200: #EEFF41;\n  --md-lime-A400: #C6FF00;\n  --md-lime-A700: #AEEA00;\n\n  --md-yellow-50: #FFFDE7;\n  --md-yellow-100: #FFF9C4;\n  --md-yellow-200: #FFF59D;\n  --md-yellow-300: #FFF176;\n  --md-yellow-400: #FFEE58;\n  --md-yellow-500: #FFEB3B;\n  --md-yellow-600: #FDD835;\n  --md-yellow-700: #FBC02D;\n  --md-yellow-800: #F9A825;\n  --md-yellow-900: #F57F17;\n  --md-yellow-A100: #FFFF8D;\n  --md-yellow-A200: #FFFF00;\n  --md-yellow-A400: #FFEA00;\n  --md-yellow-A700: #FFD600;\n\n  --md-amber-50: #FFF8E1;\n  --md-amber-100: #FFECB3;\n  --md-amber-200: #FFE082;\n  --md-amber-300: #FFD54F;\n  --md-amber-400: #FFCA28;\n  --md-amber-500: #FFC107;\n  --md-amber-600: #FFB300;\n  --md-amber-700: #FFA000;\n  --md-amber-800: #FF8F00;\n  --md-amber-900: #FF6F00;\n  --md-amber-A100: #FFE57F;\n  --md-amber-A200: #FFD740;\n  --md-amber-A400: #FFC400;\n  --md-amber-A700: #FFAB00;\n\n  --md-orange-50: #FFF3E0;\n  --md-orange-100: #FFE0B2;\n  --md-orange-200: #FFCC80;\n  --md-orange-300: #FFB74D;\n  --md-orange-400: #FFA726;\n  --md-orange-500: #FF9800;\n  --md-orange-600: #FB8C00;\n  --md-orange-700: #F57C00;\n  --md-orange-800: #EF6C00;\n  --md-orange-900: #E65100;\n  --md-orange-A100: #FFD180;\n  --md-orange-A200: #FFAB40;\n  --md-orange-A400: #FF9100;\n  --md-orange-A700: #FF6D00;\n\n  --md-deep-orange-50: #FBE9E7;\n  --md-deep-orange-100: #FFCCBC;\n  --md-deep-orange-200: #FFAB91;\n  --md-deep-orange-300: #FF8A65;\n  --md-deep-orange-400: #FF7043;\n  --md-deep-orange-500: #FF5722;\n  --md-deep-orange-600: #F4511E;\n  --md-deep-orange-700: #E64A19;\n  --md-deep-orange-800: #D84315;\n  --md-deep-orange-900: #BF360C;\n  --md-deep-orange-A100: #FF9E80;\n  --md-deep-orange-A200: #FF6E40;\n  --md-deep-orange-A400: #FF3D00;\n  --md-deep-orange-A700: #DD2C00;\n\n  --md-brown-50: #EFEBE9;\n  --md-brown-100: #D7CCC8;\n  --md-brown-200: #BCAAA4;\n  --md-brown-300: #A1887F;\n  --md-brown-400: #8D6E63;\n  --md-brown-500: #795548;\n  --md-brown-600: #6D4C41;\n  --md-brown-700: #5D4037;\n  --md-brown-800: #4E342E;\n  --md-brown-900: #3E2723;\n\n  --md-grey-50: #FAFAFA;\n  --md-grey-100: #F5F5F5;\n  --md-grey-200: #EEEEEE;\n  --md-grey-300: #E0E0E0;\n  --md-grey-400: #BDBDBD;\n  --md-grey-500: #9E9E9E;\n  --md-grey-600: #757575;\n  --md-grey-700: #616161;\n  --md-grey-800: #424242;\n  --md-grey-900: #212121;\n\n  --md-blue-grey-50: #ECEFF1;\n  --md-blue-grey-100: #CFD8DC;\n  --md-blue-grey-200: #B0BEC5;\n  --md-blue-grey-300: #90A4AE;\n  --md-blue-grey-400: #78909C;\n  --md-blue-grey-500: #607D8B;\n  --md-blue-grey-600: #546E7A;\n  --md-blue-grey-700: #455A64;\n  --md-blue-grey-800: #37474F;\n  --md-blue-grey-900: #263238;\n}","/* Copyright (c) Jupyter Development Team.\n * Distributed under the terms of the Modified BSD License.\n */\n\n/*\n * We assume that the CSS variables in\n * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css\n * have been defined.\n */\n\n@import \"./phosphor.css\";\n\n:root {\n    --jp-widgets-color: var(--jp-content-font-color1);\n    --jp-widgets-label-color: var(--jp-widgets-color);\n    --jp-widgets-readout-color: var(--jp-widgets-color);\n    --jp-widgets-font-size: var(--jp-ui-font-size1);\n    --jp-widgets-margin: 2px;\n    --jp-widgets-inline-height: 28px;\n    --jp-widgets-inline-width: 300px;\n    --jp-widgets-inline-width-short: calc(var(--jp-widgets-inline-width) / 2 - var(--jp-widgets-margin));\n    --jp-widgets-inline-width-tiny: calc(var(--jp-widgets-inline-width-short) / 2 - var(--jp-widgets-margin));\n    --jp-widgets-inline-margin: 4px; /* margin between inline elements */\n    --jp-widgets-inline-label-width: 80px;\n    --jp-widgets-border-width: var(--jp-border-width);\n    --jp-widgets-vertical-height: 200px;\n    --jp-widgets-horizontal-tab-height: 24px;\n    --jp-widgets-horizontal-tab-width: 144px;\n    --jp-widgets-horizontal-tab-top-border: 2px;\n    --jp-widgets-progress-thickness: 20px;\n    --jp-widgets-container-padding: 15px;\n    --jp-widgets-input-padding: 4px;\n    --jp-widgets-radio-item-height-adjustment: 8px;\n    --jp-widgets-radio-item-height: calc(var(--jp-widgets-inline-height) - var(--jp-widgets-radio-item-height-adjustment));\n    --jp-widgets-slider-track-thickness: 4px;\n    --jp-widgets-slider-border-width: var(--jp-widgets-border-width);\n    --jp-widgets-slider-handle-size: 16px;\n    --jp-widgets-slider-handle-border-color: var(--jp-border-color1);\n    --jp-widgets-slider-handle-background-color: var(--jp-layout-color1);\n    --jp-widgets-slider-active-handle-color: var(--jp-brand-color1);\n    --jp-widgets-menu-item-height: 24px;\n    --jp-widgets-dropdown-arrow: url(\"data:image/svg+xml;base64,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\");\n    --jp-widgets-input-color: var(--jp-ui-font-color1);\n    --jp-widgets-input-background-color: var(--jp-layout-color1);\n    --jp-widgets-input-border-color: var(--jp-border-color1);\n    --jp-widgets-input-focus-border-color: var(--jp-brand-color2);\n    --jp-widgets-input-border-width: var(--jp-widgets-border-width);\n    --jp-widgets-disabled-opacity: 0.6;\n\n    /* From Material Design Lite */\n    --md-shadow-key-umbra-opacity: 0.2;\n    --md-shadow-key-penumbra-opacity: 0.14;\n    --md-shadow-ambient-shadow-opacity: 0.12;\n}\n\n.jupyter-widgets {\n    margin: var(--jp-widgets-margin);\n    box-sizing: border-box;\n    color: var(--jp-widgets-color);\n    overflow: visible;\n}\n\n.jupyter-widgets.jupyter-widgets-disconnected::before {\n    line-height: var(--jp-widgets-inline-height);\n    height: var(--jp-widgets-inline-height);\n}\n\n.jp-Output-result > .jupyter-widgets {\n    margin-left: 0;\n    margin-right: 0;\n}\n\n/* vbox and hbox */\n\n.widget-inline-hbox {\n    /* Horizontal widgets */\n    box-sizing: border-box;\n    display: flex;\n    flex-direction: row;\n    align-items: baseline;\n}\n\n.widget-inline-vbox {\n    /* Vertical Widgets */\n    box-sizing: border-box;\n    display: flex;\n    flex-direction: column;\n    align-items: center;\n}\n\n.widget-box {\n    box-sizing: border-box;\n    display: flex;\n    margin: 0;\n    overflow: auto;\n}\n\n.widget-gridbox {\n    box-sizing: border-box;\n    display: grid;\n    margin: 0;\n    overflow: auto;\n}\n\n.widget-hbox {\n    flex-direction: row;\n}\n\n.widget-vbox {\n    flex-direction: column;\n}\n\n/* General Button Styling */\n\n.jupyter-button {\n    padding-left: 10px;\n    padding-right: 10px;\n    padding-top: 0px;\n    padding-bottom: 0px;\n    display: inline-block;\n    white-space: nowrap;\n    overflow: hidden;\n    text-overflow: ellipsis;\n    text-align: center;\n    font-size: var(--jp-widgets-font-size);\n    cursor: pointer;\n\n    height: var(--jp-widgets-inline-height);\n    border: 0px solid;\n    line-height: var(--jp-widgets-inline-height);\n    box-shadow: none;\n\n    color: var(--jp-ui-font-color1);\n    background-color: var(--jp-layout-color2);\n    border-color: var(--jp-border-color2);\n    border: none;\n}\n\n.jupyter-button i.fa {\n    margin-right: var(--jp-widgets-inline-margin);\n    pointer-events: none;\n}\n\n.jupyter-button:empty:before {\n    content: \"\\200b\"; /* zero-width space */\n}\n\n.jupyter-widgets.jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n.jupyter-button i.fa.center {\n    margin-right: 0;\n}\n\n.jupyter-button:hover:enabled, .jupyter-button:focus:enabled {\n    /* MD Lite 2dp shadow */\n    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, var(--md-shadow-key-penumbra-opacity)),\n                0 3px 1px -2px rgba(0, 0, 0, var(--md-shadow-key-umbra-opacity)),\n                0 1px 5px 0 rgba(0, 0, 0, var(--md-shadow-ambient-shadow-opacity));\n}\n\n.jupyter-button:active, .jupyter-button.mod-active {\n    /* MD Lite 4dp shadow */\n    box-shadow: 0 4px 5px 0 rgba(0, 0, 0, var(--md-shadow-key-penumbra-opacity)),\n                0 1px 10px 0 rgba(0, 0, 0, var(--md-shadow-ambient-shadow-opacity)),\n                0 2px 4px -1px rgba(0, 0, 0, var(--md-shadow-key-umbra-opacity));\n    color: var(--jp-ui-font-color1);\n    background-color: var(--jp-layout-color3);\n}\n\n.jupyter-button:focus:enabled {\n    outline: 1px solid var(--jp-widgets-input-focus-border-color);\n}\n\n/* Button \"Primary\" Styling */\n\n.jupyter-button.mod-primary {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-brand-color1);\n}\n\n.jupyter-button.mod-primary.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-brand-color0);\n}\n\n.jupyter-button.mod-primary:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-brand-color0);\n}\n\n/* Button \"Success\" Styling */\n\n.jupyter-button.mod-success {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-success-color1);\n}\n\n.jupyter-button.mod-success.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-success-color0);\n }\n\n.jupyter-button.mod-success:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-success-color0);\n }\n\n /* Button \"Info\" Styling */\n\n.jupyter-button.mod-info {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-info-color1);\n}\n\n.jupyter-button.mod-info.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-info-color0);\n}\n\n.jupyter-button.mod-info:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-info-color0);\n}\n\n/* Button \"Warning\" Styling */\n\n.jupyter-button.mod-warning {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-warn-color1);\n}\n\n.jupyter-button.mod-warning.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-warn-color0);\n}\n\n.jupyter-button.mod-warning:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-warn-color0);\n}\n\n/* Button \"Danger\" Styling */\n\n.jupyter-button.mod-danger {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-error-color1);\n}\n\n.jupyter-button.mod-danger.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-error-color0);\n}\n\n.jupyter-button.mod-danger:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-error-color0);\n}\n\n/* Widget Button*/\n\n.widget-button, .widget-toggle-button {\n    width: var(--jp-widgets-inline-width-short);\n}\n\n/* Widget Label Styling */\n\n/* Override Bootstrap label css */\n.jupyter-widgets label {\n    margin-bottom: initial;\n}\n\n.widget-label-basic {\n    /* Basic Label */\n    color: var(--jp-widgets-label-color);\n    font-size: var(--jp-widgets-font-size);\n    overflow: hidden;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-label {\n    /* Label */\n    color: var(--jp-widgets-label-color);\n    font-size: var(--jp-widgets-font-size);\n    overflow: hidden;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-inline-hbox .widget-label {\n    /* Horizontal Widget Label */\n    color: var(--jp-widgets-label-color);\n    text-align: right;\n    margin-right: calc( var(--jp-widgets-inline-margin) * 2 );\n    width: var(--jp-widgets-inline-label-width);\n    flex-shrink: 0;\n}\n\n.widget-inline-vbox .widget-label {\n    /* Vertical Widget Label */\n    color: var(--jp-widgets-label-color);\n    text-align: center;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n/* Widget Readout Styling */\n\n.widget-readout {\n    color: var(--jp-widgets-readout-color);\n    font-size: var(--jp-widgets-font-size);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    overflow: hidden;\n    white-space: nowrap;\n    text-align: center;\n}\n\n.widget-readout.overflow {\n    /* Overflowing Readout */\n\n    /* From Material Design Lite\n        shadow-key-umbra-opacity: 0.2;\n        shadow-key-penumbra-opacity: 0.14;\n        shadow-ambient-shadow-opacity: 0.12;\n     */\n    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                        0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                        0 1px 5px 0 rgba(0, 0, 0, 0.12);\n\n    -moz-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                     0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                     0 1px 5px 0 rgba(0, 0, 0, 0.12);\n\n    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                0 1px 5px 0 rgba(0, 0, 0, 0.12);\n}\n\n.widget-inline-hbox .widget-readout {\n    /* Horizontal Readout */\n    text-align: center;\n    max-width: var(--jp-widgets-inline-width-short);\n    min-width: var(--jp-widgets-inline-width-tiny);\n    margin-left: var(--jp-widgets-inline-margin);\n}\n\n.widget-inline-vbox .widget-readout {\n    /* Vertical Readout */\n    margin-top: var(--jp-widgets-inline-margin);\n    /* as wide as the widget */\n    width: inherit;\n}\n\n/* Widget Checkbox Styling */\n\n.widget-checkbox {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-checkbox input[type=\"checkbox\"] {\n    margin: 0px calc( var(--jp-widgets-inline-margin) * 2 ) 0px 0px;\n    line-height: var(--jp-widgets-inline-height);\n    font-size: large;\n    flex-grow: 1;\n    flex-shrink: 0;\n    align-self: center;\n}\n\n/* Widget Valid Styling */\n\n.widget-valid {\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width-short);\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-valid i:before {\n    line-height: var(--jp-widgets-inline-height);\n    margin-right: var(--jp-widgets-inline-margin);\n    margin-left: var(--jp-widgets-inline-margin);\n\n    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */\n    display: inline-block;\n    font: normal normal normal 14px/1 FontAwesome;\n    font-size: inherit;\n    text-rendering: auto;\n    -webkit-font-smoothing: antialiased;\n    -moz-osx-font-smoothing: grayscale;\n}\n\n.widget-valid.mod-valid i:before {\n    content: \"\\f00c\";\n    color: green;\n}\n\n.widget-valid.mod-invalid i:before {\n    content: \"\\f00d\";\n    color: red;\n}\n\n.widget-valid.mod-valid .widget-valid-readout {\n    display: none;\n}\n\n/* Widget Text and TextArea Stying */\n\n.widget-textarea, .widget-text {\n    width: var(--jp-widgets-inline-width);\n}\n\n.widget-text input[type=\"text\"], .widget-text input[type=\"number\"]{\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-text input[type=\"text\"]:disabled, .widget-text input[type=\"number\"]:disabled, .widget-textarea textarea:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n.widget-text input[type=\"text\"], .widget-text input[type=\"number\"], .widget-textarea textarea {\n    box-sizing: border-box;\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    flex-grow: 1;\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    flex-shrink: 1;\n    outline: none !important;\n}\n\n.widget-textarea textarea {\n    height: inherit;\n    width: inherit;\n}\n\n.widget-text input:focus, .widget-textarea textarea:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n/* Widget Slider */\n\n.widget-slider .ui-slider {\n    /* Slider Track */\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-layout-color3);\n    background: var(--jp-layout-color3);\n    box-sizing: border-box;\n    position: relative;\n    border-radius: 0px;\n}\n\n.widget-slider .ui-slider .ui-slider-handle {\n    /* Slider Handle */\n    outline: none !important; /* focused slider handles are colored - see below */\n    position: absolute;\n    background-color: var(--jp-widgets-slider-handle-background-color);\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-widgets-slider-handle-border-color);\n    box-sizing: border-box;\n    z-index: 1;\n    background-image: none; /* Override jquery-ui */\n}\n\n/* Override jquery-ui */\n.widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {\n    background-color: var(--jp-widgets-slider-active-handle-color);\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-widgets-slider-active-handle-color);\n}\n\n.widget-slider .ui-slider .ui-slider-handle:active {\n    background-color: var(--jp-widgets-slider-active-handle-color);\n    border-color: var(--jp-widgets-slider-active-handle-color);\n    z-index: 2;\n    transform: scale(1.2);\n}\n\n.widget-slider  .ui-slider .ui-slider-range {\n    /* Interval between the two specified value of a double slider */\n    position: absolute;\n    background: var(--jp-widgets-slider-active-handle-color);\n    z-index: 0;\n}\n\n/* Shapes of Slider Handles */\n\n.widget-hslider .ui-slider .ui-slider-handle {\n    width: var(--jp-widgets-slider-handle-size);\n    height: var(--jp-widgets-slider-handle-size);\n    margin-top: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-handle-size)) / 2 - var(--jp-widgets-slider-border-width));\n    margin-left: calc(var(--jp-widgets-slider-handle-size) / -2 + var(--jp-widgets-slider-border-width));\n    border-radius: 50%;\n    top: 0;\n}\n\n.widget-vslider .ui-slider .ui-slider-handle {\n    width: var(--jp-widgets-slider-handle-size);\n    height: var(--jp-widgets-slider-handle-size);\n    margin-bottom: calc(var(--jp-widgets-slider-handle-size) / -2 + var(--jp-widgets-slider-border-width));\n    margin-left: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-handle-size)) / 2 - var(--jp-widgets-slider-border-width));\n    border-radius: 50%;\n    left: 0;\n}\n\n.widget-hslider .ui-slider .ui-slider-range {\n    height: calc( var(--jp-widgets-slider-track-thickness) * 2 );\n    margin-top: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-track-thickness) * 2 ) / 2 - var(--jp-widgets-slider-border-width));\n}\n\n.widget-vslider .ui-slider .ui-slider-range {\n    width: calc( var(--jp-widgets-slider-track-thickness) * 2 );\n    margin-left: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-track-thickness) * 2 ) / 2 - var(--jp-widgets-slider-border-width));\n}\n\n/* Horizontal Slider */\n\n.widget-hslider {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n\n    /* Override the align-items baseline. This way, the description and readout\n    still seem to align their baseline properly, and we don't have to have\n    align-self: stretch in the .slider-container. */\n    align-items: center;\n}\n\n.widgets-slider .slider-container {\n    overflow: visible;\n}\n\n.widget-hslider .slider-container {\n    height: var(--jp-widgets-inline-height);\n    margin-left: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    margin-right: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n}\n\n.widget-hslider .ui-slider {\n    /* Inner, invisible slide div */\n    height: var(--jp-widgets-slider-track-thickness);\n    margin-top: calc((var(--jp-widgets-inline-height) - var(--jp-widgets-slider-track-thickness)) / 2);\n    width: 100%;\n}\n\n/* Vertical Slider */\n\n.widget-vbox .widget-label {\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-vslider {\n    /* Vertical Slider */\n    height: var(--jp-widgets-vertical-height);\n    width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-vslider .slider-container {\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    margin-left: auto;\n    margin-right: auto;\n    margin-bottom: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    margin-top: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    display: flex;\n    flex-direction: column;\n}\n\n.widget-vslider .ui-slider-vertical {\n    /* Inner, invisible slide div */\n    width: var(--jp-widgets-slider-track-thickness);\n    flex-grow: 1;\n    margin-left: auto;\n    margin-right: auto;\n}\n\n/* Widget Progress Styling */\n\n.progress-bar {\n    -webkit-transition: none;\n    -moz-transition: none;\n    -ms-transition: none;\n    -o-transition: none;\n    transition: none;\n}\n\n.progress-bar {\n    height: var(--jp-widgets-inline-height);\n}\n\n.progress-bar {\n    background-color: var(--jp-brand-color1);\n}\n\n.progress-bar-success {\n    background-color: var(--jp-success-color1);\n}\n\n.progress-bar-info {\n    background-color: var(--jp-info-color1);\n}\n\n.progress-bar-warning {\n    background-color: var(--jp-warn-color1);\n}\n\n.progress-bar-danger {\n    background-color: var(--jp-error-color1);\n}\n\n.progress {\n    background-color: var(--jp-layout-color2);\n    border: none;\n    box-shadow: none;\n}\n\n/* Horisontal Progress */\n\n.widget-hprogress {\n    /* Progress Bar */\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width);\n    align-items: center;\n\n}\n\n.widget-hprogress .progress {\n    flex-grow: 1;\n    margin-top: var(--jp-widgets-input-padding);\n    margin-bottom: var(--jp-widgets-input-padding);\n    align-self: stretch;\n    /* Override bootstrap style */\n    height: initial;\n}\n\n/* Vertical Progress */\n\n.widget-vprogress {\n    height: var(--jp-widgets-vertical-height);\n    width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-vprogress .progress {\n    flex-grow: 1;\n    width: var(--jp-widgets-progress-thickness);\n    margin-left: auto;\n    margin-right: auto;\n    margin-bottom: 0;\n}\n\n/* Select Widget Styling */\n\n.widget-dropdown {\n    height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-dropdown > select {\n    padding-right: 20px;\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    border-radius: 0;\n    height: inherit;\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    box-sizing: border-box;\n    outline: none !important;\n    box-shadow: none;\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    vertical-align: top;\n    padding-left: calc( var(--jp-widgets-input-padding) * 2);\n\tappearance: none;\n\t-webkit-appearance: none;\n\t-moz-appearance: none;\n    background-repeat: no-repeat;\n\tbackground-size: 20px;\n\tbackground-position: right center;\n    background-image: var(--jp-widgets-dropdown-arrow);\n}\n.widget-dropdown > select:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-dropdown > select:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* To disable the dotted border in Firefox around select controls.\n   See http://stackoverflow.com/a/18853002 */\n.widget-dropdown > select:-moz-focusring {\n    color: transparent;\n    text-shadow: 0 0 0 #000;\n}\n\n/* Select and SelectMultiple */\n\n.widget-select {\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n\n    /* Because Firefox defines the baseline of a select as the bottom of the\n    control, we align the entire control to the top and add padding to the\n    select to get an approximate first line baseline alignment. */\n    align-items: flex-start;\n}\n\n.widget-select > select {\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    outline: none !important;\n    overflow: auto;\n    height: inherit;\n\n    /* Because Firefox defines the baseline of a select as the bottom of the\n    control, we align the entire control to the top and add padding to the\n    select to get an approximate first line baseline alignment. */\n    padding-top: 5px;\n}\n\n.widget-select > select:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.wiget-select > select > option {\n    padding-left: var(--jp-widgets-input-padding);\n    line-height: var(--jp-widgets-inline-height);\n    /* line-height doesn't work on some browsers for select options */\n    padding-top: calc(var(--jp-widgets-inline-height)-var(--jp-widgets-font-size)/2);\n    padding-bottom: calc(var(--jp-widgets-inline-height)-var(--jp-widgets-font-size)/2);\n}\n\n\n\n/* Toggle Buttons Styling */\n\n.widget-toggle-buttons {\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-toggle-buttons .widget-toggle-button {\n    margin-left: var(--jp-widgets-margin);\n    margin-right: var(--jp-widgets-margin);\n}\n\n.widget-toggle-buttons .jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Radio Buttons Styling */\n\n.widget-radio {\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-radio-box {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n    box-sizing: border-box;\n    flex-grow: 1;\n    margin-bottom: var(--jp-widgets-radio-item-height-adjustment);\n}\n\n.widget-radio-box label {\n    height: var(--jp-widgets-radio-item-height);\n    line-height: var(--jp-widgets-radio-item-height);\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-radio-box input {\n    height: var(--jp-widgets-radio-item-height);\n    line-height: var(--jp-widgets-radio-item-height);\n    margin: 0 calc( var(--jp-widgets-input-padding) * 2 ) 0 1px;\n    float: left;\n}\n\n/* Color Picker Styling */\n\n.widget-colorpicker {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-colorpicker > .widget-colorpicker-input {\n    flex-grow: 1;\n    flex-shrink: 1;\n    min-width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-colorpicker input[type=\"color\"] {\n    width: var(--jp-widgets-inline-height);\n    height: var(--jp-widgets-inline-height);\n    padding: 0 2px; /* make the color square actually square on Chrome on OS X */\n    background: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    border-left: none;\n    flex-grow: 0;\n    flex-shrink: 0;\n    box-sizing: border-box;\n    align-self: stretch;\n    outline: none !important;\n}\n\n.widget-colorpicker.concise input[type=\"color\"] {\n    border-left: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n}\n\n.widget-colorpicker input[type=\"color\"]:focus, .widget-colorpicker input[type=\"text\"]:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-colorpicker input[type=\"text\"] {\n    flex-grow: 1;\n    outline: none !important;\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    background: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    flex-shrink: 1;\n    box-sizing: border-box;\n}\n\n.widget-colorpicker input[type=\"text\"]:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Date Picker Styling */\n\n.widget-datepicker {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-datepicker input[type=\"date\"] {\n    flex-grow: 1;\n    flex-shrink: 1;\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    outline: none !important;\n    height: var(--jp-widgets-inline-height);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    box-sizing: border-box;\n}\n\n.widget-datepicker input[type=\"date\"]:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-datepicker input[type=\"date\"]:invalid {\n    border-color: var(--jp-warn-color1);\n}\n\n.widget-datepicker input[type=\"date\"]:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Play Widget */\n\n.widget-play {\n    width: var(--jp-widgets-inline-width-short);\n    display: flex;\n    align-items: stretch;\n}\n\n.widget-play .jupyter-button {\n    flex-grow: 1;\n    height: auto;\n}\n\n.widget-play .jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Tab Widget */\n\n.jupyter-widgets.widget-tab {\n    display: flex;\n    flex-direction: column;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */\n    overflow-x: visible;\n    overflow-y: visible;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {\n    /* Make sure that the tab grows from bottom up */\n    align-items: flex-end;\n    min-width: 0;\n    min-height: 0;\n}\n\n.jupyter-widgets.widget-tab > .widget-tab-contents {\n    width: 100%;\n    box-sizing: border-box;\n    margin: 0;\n    background: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n    border: var(--jp-border-width) solid var(--jp-border-color1);\n    padding: var(--jp-widgets-container-padding);\n    flex-grow: 1;\n    overflow: auto;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n    font: var(--jp-widgets-font-size) Helvetica, Arial, sans-serif;\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + var(--jp-border-width));\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {\n    flex: 0 1 var(--jp-widgets-horizontal-tab-width);\n    min-width: 35px;\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + var(--jp-border-width));\n    line-height: var(--jp-widgets-horizontal-tab-height);\n    margin-left: calc(-1 * var(--jp-border-width));\n    padding: 0px 10px;\n    background: var(--jp-layout-color2);\n    color: var(--jp-ui-font-color2);\n    border: var(--jp-border-width) solid var(--jp-border-color1);\n    border-bottom: none;\n    position: relative;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {\n    color: var(--jp-ui-font-color0);\n    /* We want the background to match the tab content background */\n    background: var(--jp-layout-color1);\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + 2 * var(--jp-border-width));\n    transform: translateY(var(--jp-border-width));\n    overflow: visible;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {\n    position: absolute;\n    top: calc(-1 * var(--jp-border-width));\n    left: calc(-1 * var(--jp-border-width));\n    content: '';\n    height: var(--jp-widgets-horizontal-tab-top-border);\n    width: calc(100% + 2 * var(--jp-border-width));\n    background: var(--jp-brand-color1);\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {\n    margin-left: 0;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {\n    background: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {\n    margin-left: 4px;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {\n    font-family: FontAwesome;\n    content: '\\f00d'; /* close */\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {\n    line-height: var(--jp-widgets-horizontal-tab-height);\n}\n\n/* Accordion Widget */\n\n.p-Collapse {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n}\n\n.p-Collapse-header {\n    padding: var(--jp-widgets-input-padding);\n    cursor: pointer;\n    color: var(--jp-ui-font-color2);\n    background-color: var(--jp-layout-color2);\n    border: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    padding: calc(var(--jp-widgets-container-padding) * 2 / 3) var(--jp-widgets-container-padding);\n    font-weight: bold;\n}\n\n.p-Collapse-header:hover {\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n}\n\n.p-Collapse-open > .p-Collapse-header {\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color0);\n    cursor: default;\n    border-bottom: none;\n}\n\n.p-Collapse .p-Collapse-header::before {\n    content: '\\f0da\\00A0';  /* caret-right, non-breaking space */\n    display: inline-block;\n    font: normal normal normal 14px/1 FontAwesome;\n    font-size: inherit;\n    text-rendering: auto;\n    -webkit-font-smoothing: antialiased;\n    -moz-osx-font-smoothing: grayscale;\n}\n\n.p-Collapse-open > .p-Collapse-header::before {\n    content: '\\f0d7\\00A0'; /* caret-down, non-breaking space */\n}\n\n.p-Collapse-contents {\n    padding: var(--jp-widgets-container-padding);\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n    border-left: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    border-right: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    border-bottom: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    overflow: auto;\n}\n\n.p-Accordion {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n}\n\n.p-Accordion .p-Collapse {\n    margin-bottom: 0;\n}\n\n.p-Accordion .p-Collapse + .p-Collapse {\n    margin-top: 4px;\n}\n\n\n\n/* HTML widget */\n\n.widget-html, .widget-htmlmath {\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {\n    /* Fill out the area in the HTML widget */\n    align-self: stretch;\n    flex-grow: 1;\n    flex-shrink: 1;\n    /* Makes sure the baseline is still aligned with other elements */\n    line-height: var(--jp-widgets-inline-height);\n    /* Make it possible to have absolutely-positioned elements in the html */\n    position: relative;\n}\n","/* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:\n\nCopyright (c) 2014-2017, PhosphorJS Contributors\nAll rights reserved.\n\nRedistribution and use in source and binary forms, with or without\nmodification, are permitted provided that the following conditions are met:\n\n* Redistributions of source code must retain the above copyright notice, this\n  list of conditions and the following disclaimer.\n\n* Redistributions in binary form must reproduce the above copyright notice,\n  this list of conditions and the following disclaimer in the documentation\n  and/or other materials provided with the distribution.\n\n* Neither the name of the copyright holder nor the names of its\n  contributors may be used to endorse or promote products derived from\n  this software without specific prior written permission.\n\nTHIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\nAND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\nIMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE\nDISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE\nFOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL\nDAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR\nSERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER\nCAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,\nOR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\nOF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n\n*/\n\n/*\n * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css \n * We've scoped the rules so that they are consistent with exactly our code.\n */\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n  display: flex;\n  -webkit-user-select: none;\n  -moz-user-select: none;\n  -ms-user-select: none;\n  user-select: none;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {\n  flex-direction: row;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {\n  flex-direction: column;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {\n  margin: 0;\n  padding: 0;\n  display: flex;\n  flex: 1 1 auto;\n  list-style-type: none;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {\n  flex-direction: row;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {\n  flex-direction: column;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {\n  display: flex;\n  flex-direction: row;\n  box-sizing: border-box;\n  overflow: hidden;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {\n  flex: 0 0 auto;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {\n  flex: 1 1 auto;\n  overflow: hidden;\n  white-space: nowrap;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {\n  display: none !important;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {\n  position: relative;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {\n  left: 0;\n  transition: left 150ms ease;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {\n  top: 0;\n  transition: top 150ms ease;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {\n  transition: none;\n}\n\n/* End tabbar.css */\n"]} */",
              "ok": true,
              "headers": [
                [
                  "content-type",
                  "text/css"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 259
        },
        "outputId": "d7028858-ff41-43d9-c713-6fcdf74bdbfc"
      },
      "source": [
        "@interact(t=(0,99))\n",
        "def show(t=0):\n",
        "  sim.plot(t)"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "3331710a5d724c2288b67c7b1aac104e",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "interactive(children=(IntSlider(value=0, description='t', max=99), Output()), _dom_classes=('widget-interact',…"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dDHCMd7thXtH",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}