Upload wikipedia_nepali_data.ipynb

wikipedia_nepali/wikipedia_nepali_data.ipynb

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+{
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "MChM63gu3iVj",
+        "outputId": "a45849f2-d278-4213-9e54-365b6db4dac2"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "/content/drive/MyDrive\n"
+          ]
+        }
+      ],
+      "source": [
+        "%cd /content/drive/MyDrive\n",
+        "# %cd /content/"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "M1kqCF2e4rtk",
+        "outputId": "61ce92d3-b844-4543-9a0a-ba6d914e3af9"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "0 - Retrieved article: 'e' (गणितीय अचर)\n",
+            "10 - Retrieved article: अँद्रे मारी एम्पियर\n",
+            "500 - Retrieved article: अपाचे वेब सर्भर\n",
+            "1000 - Retrieved article: अली असगर\n",
+            "1500 - Retrieved article: आन्तरिक मामिला तथा कानून मन्त्री (कोशी प्रदेश)\n",
+            "2000 - Retrieved article: इभा मेन्डीज\n",
+            "2500 - Retrieved article: ऋतु वर्मा\n",
+            "3000 - Retrieved article: एशियन लाईफ इन्स्योरेन्स कम्पनी लिमिटेड\n",
+            "3500 - Retrieved article: कब्बलाह\n",
+            "4000 - Retrieved article: कानपुर\n",
+            "4500 - Retrieved article: कुँइकेल\n",
+            "5000 - Retrieved article: केरी मुल्लिगन\n",
+            "5500 - Retrieved article: क्रेस्टन,ओहायो\n",
+            "6000 - Retrieved article: गङ्गालाल तुलाधर\n",
+            "6500 - Retrieved article: गुरूत्वप्रवेग\n",
+            "7000 - Retrieved article: घटाउ\n",
+            "7500 - Retrieved article: चाल्सा\n",
+            "8000 - Retrieved article: छाया\n",
+            "8500 - Retrieved article: जाँतो\n",
+            "9000 - Retrieved article: जेम्स मिल्नर\n",
+            "9500 - Retrieved article: टाइम (पत्रिका)\n",
+            "10000 - Retrieved article: डायलग आजीयाटा\n",
+            "10500 - Retrieved article: ताको\n",
+            "11000 - Retrieved article: त्रिपुरासुन्दरी गाउँपालिका, धादिङ\n",
+            "11500 - Retrieved article: दशावतार (२००८ चलचित्र)\n",
+            "12000 - Retrieved article: देवी-देवता\n",
+            "12500 - Retrieved article: नकुल अभ्यङ्कर\n",
+            "13000 - Retrieved article: नारायणी रङ्गशाला\n",
+            "13500 - Retrieved article: नेपाल राष्ट्रिय अन्डर-२० फुटबल टोली\n",
+            "14000 - Retrieved article: नौवाखोर पर्साही\n",
+            "14500 - Retrieved article: पश्चिम सिक्किम साहित्य प्रकाशन\n",
+            "15000 - Retrieved article: पिडारी\n",
+            "15500 - Retrieved article: पोखरी भञ्ज्याङ\n",
+            "16000 - Retrieved article: फक्सिब\n",
+            "16500 - Retrieved article: बगहा\n",
+            "17000 - Retrieved article: बहुअरवा भाठा\n",
+            "17500 - Retrieved article: बिल गेट्स\n",
+            "18000 - Retrieved article: बोलांगीर\n",
+            "18500 - Retrieved article: भारतको उपप्रधानमन्त्री\n",
+            "19000 - Retrieved article: भेसुभियस पर्वत\n",
+            "19500 - Retrieved article: मनीष पाण्डे\n",
+            "20000 - Retrieved article: माइक्रोम्याक्स\n",
+            "20500 - Retrieved article: माहेला जयवर्दने\n",
+            "21000 - Retrieved article: मेट्रिक्स\n",
+            "21500 - Retrieved article: यश (अभिनेता)\n",
+            "22000 - Retrieved article: रमित ढुङ्गाना\n",
+            "22500 - Retrieved article: राफ्टिङ\n",
+            "23000 - Retrieved article: रुपन्देही २ (निर्वाचन क्षेत्र)\n",
+            "23500 - Retrieved article: लन्जरी\n",
+            "24000 - Retrieved article: लुना २५\n",
+            "24500 - Retrieved article: वायु फ्यालफ्याले\n",
+            "25000 - Retrieved article: विश्वामित्र (स्पष्टता)\n",
+            "25500 - Retrieved article: शिक्षा, विज्ञान तथा प्रविधि मन्त्रालय (नेपाल)\n",
+            "26000 - Retrieved article: संयुक्त अरब इमिरेट्स महिला राष्ट्रिय फुटबल टोली\n",
+            "26500 - Retrieved article: समानान्तर चतुर्भुज\n",
+            "27000 - Retrieved article: साधना शिवदासानी\n",
+            "27500 - Retrieved article: सिन्डी क्रफोर्ड\n",
+            "28000 - Retrieved article: सुपेरियर ताल\n",
+            "28500 - Retrieved article: सोफी टर्नर (मोडल)\n",
+            "29000 - Retrieved article: हबिगन्ज जिल्ला\n",
+            "29500 - Retrieved article: हिमोफोलिया\n",
+            "30000 - Retrieved article: २०१६ फा कम्युनिटी शिल्ड\n",
+            "Saved 30156 articles to nepali_wikipedia_articles.json\n"
+          ]
+        }
+      ],
+      "source": [
+        "import requests\n",
+        "import time\n",
+        "from typing import List, Dict\n",
+        "import json\n",
+        "import math\n",
+        "\n",
+        "class WikipediaNepaliExtractor:\n",
+        "    def __init__(self):\n",
+        "        self.base_url = \"https://ne.wikipedia.org/w/api.php\"\n",
+        "        self.session = requests.Session()\n",
+        "\n",
+        "    def get_articles(self, limit: int = 500) -> List[Dict]:\n",
+        "        \"\"\"\n",
+        "        Fetch Nepali Wikipedia articles using the API\n",
+        "\n",
+        "        Args:\n",
+        "            limit (int): Maximum number of articles to retrieve\n",
+        "\n",
+        "        Returns:\n",
+        "            List[Dict]: List of articles with title and content\n",
+        "        \"\"\"\n",
+        "        articles = []\n",
+        "        continue_param = ''\n",
+        "        count = 0\n",
+        "\n",
+        "        while len(articles) < limit:\n",
+        "            params = {\n",
+        "                'action': 'query',\n",
+        "                'format': 'json',\n",
+        "                'list': 'allpages',\n",
+        "                'aplimit': min(50, limit - len(articles)),\n",
+        "                'apnamespace': 0,  # Main article namespace\n",
+        "                'apfilterredir': 'nonredirects'  # Skip redirects\n",
+        "            }\n",
+        "\n",
+        "            if continue_param:\n",
+        "                params['apcontinue'] = continue_param\n",
+        "\n",
+        "            try:\n",
+        "                response = self.session.get(self.base_url, params=params)\n",
+        "\n",
+        "                response.raise_for_status()\n",
+        "                data = response.json()\n",
+        "\n",
+        "                # Extract articles from response\n",
+        "                for page in data['query']['allpages']:\n",
+        "                    article = self._get_article_content(page['pageid']) # e.g. page['pageid'] = 126154\n",
+        "                    if article:\n",
+        "                        articles.append(article)\n",
+        "\n",
+        "                        if count ==10 or count%500==0:\n",
+        "                            print(f\"{count} - Retrieved article: {article['title']}\")\n",
+        "                        count += 1\n",
+        "\n",
+        "                # Check if there are more articles to fetch\n",
+        "                if 'continue' in data and 'apcontinue' in data['continue']:\n",
+        "                    continue_param = data['continue']['apcontinue']\n",
+        "                else:\n",
+        "                    break\n",
+        "\n",
+        "                # Add delay to avoid hitting API limits\n",
+        "                time.sleep(1)\n",
+        "\n",
+        "            except requests.exceptions.RequestException as e:\n",
+        "                print(f\"Error fetching articles: {e}\")\n",
+        "                break\n",
+        "\n",
+        "        return articles\n",
+        "\n",
+        "    def _get_article_content(self, page_id: int) -> Dict:\n",
+        "        \"\"\"\n",
+        "        Fetch content for a specific article by page ID\n",
+        "\n",
+        "        Args:\n",
+        "            page_id (int): Wikipedia page ID\n",
+        "            e.g. 126154\n",
+        "\n",
+        "        Returns:\n",
+        "            Dict: Article information including title and content\n",
+        "        \"\"\"\n",
+        "        # # wikipedia markup\n",
+        "        # params = {\n",
+        "        #     'action': 'query',\n",
+        "        #     'format': 'json',\n",
+        "        #     'pageids': 126154,\n",
+        "        #     'prop': 'revisions',\n",
+        "        #     'rvprop': 'content',\n",
+        "        #     'rvslots': '*'\n",
+        "        # }\n",
+        "\n",
+        "        # plain text\n",
+        "        params = {\n",
+        "            'action': 'query',\n",
+        "            'format': 'json',\n",
+        "            'pageids': page_id,\n",
+        "            'prop': 'extracts',\n",
+        "            'explaintext': True,\n",
+        "            # 'exlimit': 'max'\n",
+        "            # 'exchars': 2000000\n",
+        "        }\n",
+        "\n",
+        "        try:\n",
+        "            response = self.session.get(self.base_url, params=params)\n",
+        "            response.raise_for_status()\n",
+        "            data = response.json()\n",
+        "\n",
+        "            page_data = data['query']['pages'][str(page_id)]\n",
+        "            # print(f'page_data:{page_data}')\n",
+        "            # print(f'data:{data}')\n",
+        "            return {\n",
+        "                'title': page_data['title'],\n",
+        "                'content': page_data.get('extract', ''),\n",
+        "                'pageid': page_id,\n",
+        "                'length': page_data.get('length', 0)\n",
+        "            }\n",
+        "\n",
+        "        except requests.exceptions.RequestException as e:\n",
+        "            print(f\"Error fetching article content for page {page_id}: {e}\")\n",
+        "            return None\n",
+        "\n",
+        "def save_articles_to_file(articles: List[Dict], filename: str):\n",
+        "    \"\"\"\n",
+        "    Save extracted articles to a JSON file\n",
+        "\n",
+        "    Args:\n",
+        "        articles (List[Dict]): List of article dictionaries\n",
+        "        filename (str): Output filename\n",
+        "    \"\"\"\n",
+        "    with open(filename, 'w', encoding='utf-8') as f:\n",
+        "        json.dump(articles, f, ensure_ascii=False, indent=2)\n",
+        "\n",
+        "def main():\n",
+        "    extractor = WikipediaNepaliExtractor()\n",
+        "\n",
+        "    # Get 100 articles (you can modify this number)\n",
+        "    articles = extractor.get_articles(limit=math.inf) # 100\n",
+        "\n",
+        "    # Save to file\n",
+        "    save_articles_to_file(articles, 'nepali_wikipedia_articles.json')\n",
+        "    print(f\"Saved {len(articles)} articles to nepali_wikipedia_articles.json\")\n",
+        "\n",
+        "if __name__ == \"__main__\":\n",
+        "    main()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# push to huggingface\n",
+        "\n",
+        "from huggingface_hub import HfApi\n",
+        "api = HfApi()\n",
+        "api.upload_file(\n",
+        "    path_or_fileobj=\"nepali_wikipedia_articles.json\",\n",
+        "    path_in_repo=\"wikipedia_nepali/feb_10_count_30156.json\",\n",
+        "    repo_id=\"Aananda-giri/nepali_llm_datasets\",\n",
+        "    repo_type=\"dataset\"\n",
+        ")"
+      ],
+      "metadata": {
+        "id": "64di2aPVAO9a",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 173
+        },
+        "outputId": "ef7a89b4-08f6-4f65-ea3d-c2205cc3cbe8"
+      },
+      "execution_count": 17,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "CommitInfo(commit_url='https://huggingface.co/datasets/Aananda-giri/nepali_llm_datasets/commit/c1082d805d5347dbb1d1700448e0e31d2ccda665', commit_message='Upload wikipedia_nepali/feb_10_count_30156.json with huggingface_hub', commit_description='', oid='c1082d805d5347dbb1d1700448e0e31d2ccda665', pr_url=None, repo_url=RepoUrl('https://huggingface.co/datasets/Aananda-giri/nepali_llm_datasets', endpoint='https://huggingface.co', repo_type='dataset', repo_id='Aananda-giri/nepali_llm_datasets'), pr_revision=None, pr_num=None)"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}