Genomics_Project.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Genomics-Project.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KWNUgQ9hoSZi",
        "outputId": "f624c894-57cd-4685-d4a0-c3178ac14090"
      },
      "execution_count": 73,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!cp -a \"/content/drive/MyDrive/Genomics-Project/.\" ./"
      ],
      "metadata": {
        "id": "USIPK1q8BDfe"
      },
      "execution_count": 76,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!mkdir templates\n",
        "!mv index.html ./templates/\n",
        "!mv result.html ./templates\n",
        "!pip install -r \"requirements.txt\""
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "6w7sLhhOooJ0",
        "outputId": "eff84ab8-482c-4d04-c80e-ef04de143a54"
      },
      "execution_count": 68,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "mkdir: cannot create directory ‘templates’: File exists\n",
            "Requirement already satisfied: click==8.1.2 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 1)) (8.1.2)\n",
            "Requirement already satisfied: Flask==2.1.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 2)) (2.1.1)\n",
            "Requirement already satisfied: gunicorn==20.1.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 3)) (20.1.0)\n",
            "Requirement already satisfied: importlib-metadata==4.11.3 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 4)) (4.11.3)\n",
            "Requirement already satisfied: itsdangerous==2.1.2 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 5)) (2.1.2)\n",
            "Requirement already satisfied: Jinja2==3.1.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 6)) (3.1.1)\n",
            "Requirement already satisfied: MarkupSafe==2.1.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 7)) (2.1.1)\n",
            "Requirement already satisfied: Werkzeug==2.1.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 8)) (2.1.1)\n",
            "Requirement already satisfied: zipp==3.8.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 9)) (3.8.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 10)) (1.21.6)\n",
            "Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 11)) (1.3.5)\n",
            "Requirement already satisfied: sklearn in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 12)) (0.0)\n",
            "Requirement already satisfied: setuptools>=3.0 in /usr/local/lib/python3.7/dist-packages (from gunicorn==20.1.0->-r requirements.txt (line 3)) (57.4.0)\n",
            "Requirement already satisfied: typing-extensions>=3.6.4 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata==4.11.3->-r requirements.txt (line 4)) (4.1.1)\n",
            "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas->-r requirements.txt (line 11)) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas->-r requirements.txt (line 11)) (2022.1)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7.3->pandas->-r requirements.txt (line 11)) (1.15.0)\n",
            "Requirement already satisfied: scikit-learn in /usr/local/lib/python3.7/dist-packages (from sklearn->-r requirements.txt (line 12)) (1.0.2)\n",
            "Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn->-r requirements.txt (line 12)) (3.1.0)\n",
            "Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn->-r requirements.txt (line 12)) (1.1.0)\n",
            "Requirement already satisfied: scipy>=1.1.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn->-r requirements.txt (line 12)) (1.4.1)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python diabetes.py"
      ],
      "metadata": {
        "id": "6tflPBOmyLL0"
      },
      "execution_count": 69,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install pyngrok\n",
        "!ngrok authtoken 28DA4qYFrbQlrFUkbRX0DFAaXc9_4k2D1Zs3CBH4XwTFqin8"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sbZThXj3z29O",
        "outputId": "4988f5e2-166a-4114-85e7-98a6216a762b"
      },
      "execution_count": 70,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: pyngrok in /usr/local/lib/python3.7/dist-packages (5.1.0)\n",
            "Requirement already satisfied: PyYAML in /usr/local/lib/python3.7/dist-packages (from pyngrok) (3.13)\n",
            "Authtoken saved to configuration file: /root/.ngrok2/ngrok.yml\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "!python app.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Zb_Dp7PiyVcC",
        "outputId": "11ade8df-7232-4b6d-cda5-699908995892"
      },
      "execution_count": 75,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "NgrokTunnel: \"http://0588-34-90-160-92.ngrok.io\" -> \"http://localhost:80\"\n",
            " * Serving Flask app 'app' (lazy loading)\n",
            " * Environment: production\n",
            "\u001b[31m   WARNING: This is a development server. Do not use it in a production deployment.\u001b[0m\n",
            "\u001b[2m   Use a production WSGI server instead.\u001b[0m\n",
            " * Debug mode: off\n",
            " * Running on http://127.0.0.1:80 (Press CTRL+C to quit)\n",
            "127.0.0.1 - - [23/Apr/2022 20:25:24] \"\u001b[33mGET /robots.txt HTTP/1.1\u001b[0m\" 404 -\n",
            "127.0.0.1 - - [23/Apr/2022 20:25:24] \"GET / HTTP/1.1\" 200 -\n",
            "127.0.0.1 - - [23/Apr/2022 20:25:24] \"\u001b[33mGET /static/css/style.css HTTP/1.1\u001b[0m\" 404 -\n",
            "127.0.0.1 - - [23/Apr/2022 20:25:24] \"\u001b[33mGET /favicon.ico HTTP/1.1\u001b[0m\" 404 -\n",
            "127.0.0.1 - - [23/Apr/2022 20:25:25] \"GET / HTTP/1.1\" 200 -\n"
          ]
        }
      ]
    }
  ]
}