example.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com\n",
      "Requirement already satisfied: yopo in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (0.0.18)\n",
      "Requirement already satisfied: numpy in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (1.22.0)\n",
      "Requirement already satisfied: dash==2.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (2.0.0)\n",
      "Requirement already satisfied: pyngrok in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (5.1.0)\n",
      "Requirement already satisfied: dash-daq in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (0.5.0)\n",
      "Requirement already satisfied: pandas in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (1.3.5)\n",
      "Requirement already satisfied: dash-bootstrap-components in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (1.0.2)\n",
      "Requirement already satisfied: jupyter in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyter-1.0.0-py3.9.egg (from yopo) (1.0.0)\n",
      "Requirement already satisfied: click>=7.1.2 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/click-8.0.3-py3.9.egg (from yopo) (8.0.3)\n",
      "Requirement already satisfied: jupyter-dash in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (0.4.0)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/MarkupSafe-2.0.1-py3.9-linux-x86_64.egg (from yopo) (2.0.1)\n",
      "Requirement already satisfied: wtforms in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from yopo) (3.0.1)\n",
      "Requirement already satisfied: ipython in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/ipython-8.0.0a1-py3.9.egg (from yopo) (8.0.0a1)\n",
      "Requirement already satisfied: flask-compress in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (1.10.1)\n",
      "Requirement already satisfied: plotly>=5.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (5.5.0)\n",
      "Requirement already satisfied: dash-html-components==2.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (2.0.0)\n",
      "Requirement already satisfied: dash-table==5.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (5.0.0)\n",
      "Requirement already satisfied: dash-core-components==2.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (2.0.0)\n",
      "Requirement already satisfied: Flask>=1.0.4 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from dash==2.0.0->yopo) (2.0.2)\n",
      "Requirement already satisfied: Jinja2>=3.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/Jinja2-3.0.3-py3.9.egg (from Flask>=1.0.4->dash==2.0.0->yopo) (3.0.3)\n",
      "Requirement already satisfied: Werkzeug>=2.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from Flask>=1.0.4->dash==2.0.0->yopo) (2.0.2)\n",
      "Requirement already satisfied: itsdangerous>=2.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from Flask>=1.0.4->dash==2.0.0->yopo) (2.0.1)\n",
      "Requirement already satisfied: six in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/six-1.16.0-py3.9.egg (from plotly>=5.0.0->dash==2.0.0->yopo) (1.16.0)\n",
      "Requirement already satisfied: tenacity>=6.2.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from plotly>=5.0.0->dash==2.0.0->yopo) (8.0.1)\n",
      "Requirement already satisfied: brotli in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from flask-compress->dash==2.0.0->yopo) (1.0.9)\n",
      "Requirement already satisfied: backcall in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/backcall-0.2.0-py3.9.egg (from ipython->yopo) (0.2.0)\n",
      "Requirement already satisfied: black in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/black-21.12b0-py3.9.egg (from ipython->yopo) (21.12b0)\n",
      "Requirement already satisfied: decorator in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/decorator-5.1.0-py3.9.egg (from ipython->yopo) (5.1.0)\n",
      "Requirement already satisfied: jedi>=0.16 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jedi-0.18.1-py3.9.egg (from ipython->yopo) (0.18.1)\n",
      "Requirement already satisfied: matplotlib-inline in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/matplotlib_inline-0.1.3-py3.9.egg (from ipython->yopo) (0.1.3)\n",
      "Requirement already satisfied: pexpect>4.3 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pexpect-4.8.0-py3.9.egg (from ipython->yopo) (4.8.0)\n",
      "Requirement already satisfied: pickleshare in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pickleshare-0.7.5-py3.9.egg (from ipython->yopo) (0.7.5)\n",
      "Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/prompt_toolkit-3.0.24-py3.9.egg (from ipython->yopo) (3.0.24)\n",
      "Requirement already satisfied: pygments in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/Pygments-2.10.0-py3.9.egg (from ipython->yopo) (2.10.0)\n",
      "Requirement already satisfied: setuptools>=18.5 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from ipython->yopo) (58.0.4)\n",
      "Requirement already satisfied: stack-data in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/stack_data-0.1.3-py3.9.egg (from ipython->yopo) (0.1.3)\n",
      "Requirement already satisfied: traitlets>=5 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/traitlets-5.1.1-py3.9.egg (from ipython->yopo) (5.1.1)\n",
      "Requirement already satisfied: parso<0.9.0,>=0.8.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/parso-0.8.3-py3.9.egg (from jedi>=0.16->ipython->yopo) (0.8.3)\n",
      "Requirement already satisfied: ptyprocess>=0.5 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/ptyprocess-0.7.0-py3.9.egg (from pexpect>4.3->ipython->yopo) (0.7.0)\n",
      "Requirement already satisfied: wcwidth in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/wcwidth-0.2.5-py3.9.egg (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython->yopo) (0.2.5)\n",
      "Requirement already satisfied: mypy-extensions>=0.4.3 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/mypy_extensions-0.4.3-py3.9.egg (from black->ipython->yopo) (0.4.3)\n",
      "Requirement already satisfied: pathspec<1,>=0.9.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pathspec-0.9.0-py3.9.egg (from black->ipython->yopo) (0.9.0)\n",
      "Requirement already satisfied: platformdirs>=2 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/platformdirs-2.4.0-py3.9.egg (from black->ipython->yopo) (2.4.0)\n",
      "Requirement already satisfied: tomli<2.0.0,>=0.2.6 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/tomli-1.2.3-py3.9.egg (from black->ipython->yopo) (1.2.3)\n",
      "Requirement already satisfied: typing-extensions>=3.10.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/typing_extensions-4.0.1-py3.9.egg (from black->ipython->yopo) (4.0.1)\n",
      "Requirement already satisfied: ipykernel in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/ipykernel-6.6.0-py3.9.egg (from jupyter->yopo) (6.6.0)\n",
      "Requirement already satisfied: ipywidgets in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/ipywidgets-8.0.0b1-py3.9.egg (from jupyter->yopo) (8.0.0b1)\n",
      "Requirement already satisfied: jupyter-console in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyter_console-6.4.0-py3.9.egg (from jupyter->yopo) (6.4.0)\n",
      "Requirement already satisfied: nbconvert in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/nbconvert-6.3.0-py3.9.egg (from jupyter->yopo) (6.3.0)\n",
      "Requirement already satisfied: notebook in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/notebook-6.4.6-py3.9.egg (from jupyter->yopo) (6.4.6)\n",
      "Requirement already satisfied: qtconsole in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/qtconsole-5.2.2-py3.9.egg (from jupyter->yopo) (5.2.2)\n",
      "Requirement already satisfied: debugpy<2.0,>=1.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/debugpy-1.5.1-py3.9.egg (from ipykernel->jupyter->yopo) (1.5.1)\n",
      "Requirement already satisfied: jupyter-client<8.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyter_client-7.1.0-py3.9.egg (from ipykernel->jupyter->yopo) (7.1.0)\n",
      "Requirement already satisfied: tornado<7.0,>=4.2 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/tornado-6.1-py3.9-linux-x86_64.egg (from ipykernel->jupyter->yopo) (6.1)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: entrypoints in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/entrypoints-0.3-py3.9.egg (from jupyter-client<8.0->ipykernel->jupyter->yopo) (0.3)\n",
      "Requirement already satisfied: jupyter-core>=4.6.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyter_core-4.9.1-py3.9.egg (from jupyter-client<8.0->ipykernel->jupyter->yopo) (4.9.1)\n",
      "Requirement already satisfied: nest-asyncio>=1.5 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/nest_asyncio-1.5.4-py3.9.egg (from jupyter-client<8.0->ipykernel->jupyter->yopo) (1.5.4)\n",
      "Requirement already satisfied: python-dateutil>=2.1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/python_dateutil-2.8.2-py3.9.egg (from jupyter-client<8.0->ipykernel->jupyter->yopo) (2.8.2)\n",
      "Requirement already satisfied: pyzmq>=13 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pyzmq-22.3.0-py3.9-linux-x86_64.egg (from jupyter-client<8.0->ipykernel->jupyter->yopo) (22.3.0)\n",
      "Requirement already satisfied: jupyterlab-widgets~=2.0b1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyterlab_widgets-2.0.0b1-py3.9.egg (from ipywidgets->jupyter->yopo) (2.0.0b1)\n",
      "Requirement already satisfied: nbformat>=4.2.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/nbformat-5.1.3-py3.9.egg (from ipywidgets->jupyter->yopo) (5.1.3)\n",
      "Requirement already satisfied: widgetsnbextension~=4.0b1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/widgetsnbextension-4.0.0b1-py3.9.egg (from ipywidgets->jupyter->yopo) (4.0.0b1)\n",
      "Requirement already satisfied: ipython-genutils in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/ipython_genutils-0.2.0-py3.9.egg (from nbformat>=4.2.0->ipywidgets->jupyter->yopo) (0.2.0)\n",
      "Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jsonschema-4.3.2-py3.9.egg (from nbformat>=4.2.0->ipywidgets->jupyter->yopo) (4.3.2)\n",
      "Requirement already satisfied: attrs>=17.4.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/attrs-21.2.0-py3.9.egg (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets->jupyter->yopo) (21.2.0)\n",
      "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pyrsistent-0.18.0-py3.9-linux-x86_64.egg (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets->jupyter->yopo) (0.18.0)\n",
      "Requirement already satisfied: retrying in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from jupyter-dash->yopo) (1.3.3)\n",
      "Requirement already satisfied: requests in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from jupyter-dash->yopo) (2.26.0)\n",
      "Requirement already satisfied: ansi2html in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from jupyter-dash->yopo) (1.6.0)\n",
      "Requirement already satisfied: bleach in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/bleach-4.1.0-py3.9.egg (from nbconvert->jupyter->yopo) (4.1.0)\n",
      "Requirement already satisfied: defusedxml in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/defusedxml-0.7.1-py3.9.egg (from nbconvert->jupyter->yopo) (0.7.1)\n",
      "Requirement already satisfied: jupyterlab-pygments in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyterlab_pygments-0.1.2-py3.9.egg (from nbconvert->jupyter->yopo) (0.1.2)\n",
      "Requirement already satisfied: mistune<2,>=0.8.1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/mistune-0.8.4-py3.9.egg (from nbconvert->jupyter->yopo) (0.8.4)\n",
      "Requirement already satisfied: nbclient<0.6.0,>=0.5.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/nbclient-0.5.9-py3.9.egg (from nbconvert->jupyter->yopo) (0.5.9)\n",
      "Requirement already satisfied: pandocfilters>=1.4.1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pandocfilters-1.5.0-py3.9.egg (from nbconvert->jupyter->yopo) (1.5.0)\n",
      "Requirement already satisfied: testpath in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/testpath-0.5.0-py3.9.egg (from nbconvert->jupyter->yopo) (0.5.0)\n",
      "Requirement already satisfied: packaging in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/packaging-21.3-py3.9.egg (from bleach->nbconvert->jupyter->yopo) (21.3)\n",
      "Requirement already satisfied: webencodings in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/webencodings-0.5.1-py3.9.egg (from bleach->nbconvert->jupyter->yopo) (0.5.1)\n",
      "Requirement already satisfied: Send2Trash>=1.8.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/Send2Trash-1.8.1b0-py3.9.egg (from notebook->jupyter->yopo) (1.8.1b0)\n",
      "Requirement already satisfied: argon2-cffi in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/argon2_cffi-21.3.0-py3.9.egg (from notebook->jupyter->yopo) (21.3.0)\n",
      "Requirement already satisfied: prometheus-client in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/prometheus_client-0.12.0-py3.9.egg (from notebook->jupyter->yopo) (0.12.0)\n",
      "Requirement already satisfied: terminado>=0.8.3 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/terminado-0.12.1-py3.9.egg (from notebook->jupyter->yopo) (0.12.1)\n",
      "Requirement already satisfied: argon2-cffi-bindings in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/argon2_cffi_bindings-21.2.0-py3.9-linux-x86_64.egg (from argon2-cffi->notebook->jupyter->yopo) (21.2.0)\n",
      "Requirement already satisfied: cffi>=1.0.1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/cffi-1.15.0-py3.9-linux-x86_64.egg (from argon2-cffi-bindings->argon2-cffi->notebook->jupyter->yopo) (1.15.0)\n",
      "Requirement already satisfied: pycparser in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pycparser-2.21-py3.9.egg (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->notebook->jupyter->yopo) (2.21)\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pyparsing-3.0.6-py3.9.egg (from packaging->bleach->nbconvert->jupyter->yopo) (3.0.6)\n",
      "Requirement already satisfied: pytz>=2017.3 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from pandas->yopo) (2021.3)\n",
      "Requirement already satisfied: PyYAML in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from pyngrok->yopo) (6.0)\n",
      "Requirement already satisfied: qtpy in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/QtPy-2.0.0-py3.9.egg (from qtconsole->jupyter->yopo) (2.0.0)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from requests->jupyter-dash->yopo) (1.26.7)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from requests->jupyter-dash->yopo) (3.3)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from requests->jupyter-dash->yopo) (2.0.9)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages (from requests->jupyter-dash->yopo) (2021.10.8)\n",
      "Requirement already satisfied: asttokens in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/asttokens-2.0.5-py3.9.egg (from stack-data->ipython->yopo) (2.0.5)\n",
      "Requirement already satisfied: executing in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/executing-0.8.2-py3.9.egg (from stack-data->ipython->yopo) (0.8.2)\n",
      "Requirement already satisfied: pure-eval in /home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/pure_eval-0.2.1-py3.9.egg (from stack-data->ipython->yopo) (0.2.1)\n"
     ]
    }
   ],
   "source": [
    "!pip install yopo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"100%\"\n",
       "            height=\"650\"\n",
       "            src=\"http://127.0.0.1:8052/\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "            \n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.IFrame at 0x7fb2e0341be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from yopo import dashboard\n",
    "import pandas as pd\n",
    "\n",
    "df = pd.read_csv(\"https://raw.githubusercontent.com/plotly/datasets/master/iris-data.csv\")\n",
    "dashboard(input=df,mode=\"inline\",port=8052, plotly_config={\"template\":\"plotly_dark\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Authtoken saved to configuration file: /home/adarsh/.ngrok2/ngrok.yml\n",
      "Dash app running on http://b717-115-99-210-209.ngrok.io/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/adarsh/anaconda3/envs/YOPO/lib/python3.9/site-packages/jupyter_dash/jupyter_app.py:139: UserWarning:\n",
      "\n",
      "The 'environ['werkzeug.server.shutdown']' function is deprecated and will be removed in Werkzeug 2.1.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "!ngrok authtoken your_token\n",
    "df = pd.read_csv(\"https://raw.githubusercontent.com/plotly/datasets/master/earthquakes-23k.csv\")\n",
    "dashboard(input=df,mode=\"external\",port=8054,tunnel=\"ngrok\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/adarsh/.local/lib/python3.8/site-packages/jupyter_dash/jupyter_app.py:139: UserWarning:\n",
      "\n",
      "The 'environ['werkzeug.server.shutdown']' function is deprecated and will be removed in Werkzeug 2.1.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "from yopo import kill_dashboard\n",
    "kill_dashboard(host=\"localhost\",port=8052)"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
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