Problem.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyNt9iSxjvuOrRFJ1sd93j1/",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/FaysArukattil/ICT-ML/blob/main/Problem.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "! pip install sumy\n",
        "import nltk\n",
        "nltk.download('punkt')\n",
        "from sumy.parsers.plaintext import PlaintextParser\n",
        "from sumy.nlp.tokenizers import Tokenizer\n",
        "from sumy.summarizers.text_rank import TextRankSummarizer\n",
        "\n",
        "# Sample text\n",
        "text = \"Your sample text goes here.\"\n",
        "\n",
        "# For Strings\n",
        "parser = PlaintextParser.from_string(text, Tokenizer(\"english\"))\n",
        "\n",
        "# Summarize using sumy TextRank\n",
        "summarizer = TextRankSummarizer()\n",
        "summary = summarizer(parser.document, 2)\n",
        "text_summary = \"\"\n",
        "for sentence in summary:\n",
        "    text_summary += str(sentence) + \" \"\n",
        "print(text_summary)\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9Ou4gGDQ4xba",
        "outputId": "0883d36d-a235-4f09-becb-6b5089943cbb"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: sumy in /usr/local/lib/python3.10/dist-packages (0.11.0)\n",
            "Requirement already satisfied: docopt<0.7,>=0.6.1 in /usr/local/lib/python3.10/dist-packages (from sumy) (0.6.2)\n",
            "Requirement already satisfied: breadability>=0.1.20 in /usr/local/lib/python3.10/dist-packages (from sumy) (0.1.20)\n",
            "Requirement already satisfied: requests>=2.7.0 in /usr/local/lib/python3.10/dist-packages (from sumy) (2.31.0)\n",
            "Requirement already satisfied: pycountry>=18.2.23 in /usr/local/lib/python3.10/dist-packages (from sumy) (23.12.11)\n",
            "Requirement already satisfied: nltk>=3.0.2 in /usr/local/lib/python3.10/dist-packages (from sumy) (3.8.1)\n",
            "Requirement already satisfied: chardet in /usr/local/lib/python3.10/dist-packages (from breadability>=0.1.20->sumy) (5.2.0)\n",
            "Requirement already satisfied: lxml>=2.0 in /usr/local/lib/python3.10/dist-packages (from breadability>=0.1.20->sumy) (4.9.4)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.10/dist-packages (from nltk>=3.0.2->sumy) (8.1.7)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.10/dist-packages (from nltk>=3.0.2->sumy) (1.3.2)\n",
            "Requirement already satisfied: regex>=2021.8.3 in /usr/local/lib/python3.10/dist-packages (from nltk>=3.0.2->sumy) (2023.12.25)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from nltk>=3.0.2->sumy) (4.66.2)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.7.0->sumy) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.7.0->sumy) (3.6)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.7.0->sumy) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.7.0->sumy) (2024.2.2)\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[nltk_data] Downloading package punkt to /root/nltk_data...\n",
            "[nltk_data]   Unzipping tokenizers/punkt.zip.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Your sample text goes here. \n"
          ]
        }
      ]
    }
  ]
}