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Add restrict_to_homepage_urls option to limit scraping to homepage links (#134)
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65
README_HOMEPAGE_RESTRICTION.md
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65
README_HOMEPAGE_RESTRICTION.md
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# Homepage URL Restriction Feature
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## Overview
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This feature allows you to limit article scraping to only URLs that appear directly on a news source's homepage, rather than crawling the entire site structure. This is useful for sites like Reuters where you only want to extract articles currently featured on the homepage.
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## Usage
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```python
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import newspaper
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# Normal usage (crawls entire site structure)
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reuters = newspaper.build('https://www.reuters.com')
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# Restricted to only homepage URLs
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reuters_homepage = newspaper.build(
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'https://www.reuters.com',
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restrict_to_homepage_urls=True
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)
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print(f"All articles: {len(reuters.articles)}")
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print(f"Homepage articles: {len(reuters_homepage.articles)}")
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```
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## How It Works
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1. The `build()` function accepts a new `restrict_to_homepage_urls` parameter (default: False)
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2. When set to True, the Source object extracts all URLs from `<a href>` tags on the homepage
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3. After article generation, the articles list is filtered to include only those with URLs matching the homepage links
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4. This significantly reduces the number of articles processed, focusing only on currently featured content
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## Example Results
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When scraping Reuters:
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- Normal mode: ~1000+ articles (crawls archives, categories, etc.)
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- Homepage restricted: ~200-300 articles (only what's visible on the homepage)
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## Performance Benefits
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- Faster processing (fewer articles to download and parse)
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- More focused results (only current/featured articles)
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- Reduced server load (fewer requests)
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- Better control over what content is scraped
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## Running the Demo
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A demonstration script is included to show the difference between normal and restricted modes:
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```
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python test_homepage_restriction.py [optional_url]
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```
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The script will show articles counts for both methods and process a sample of the homepage articles.
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## Testing
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A test case for this feature is included in `tests/test_reuters.py`. Run it with:
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```
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python -m unittest tests/test_reuters.py
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```
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## Acknowledgments
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This feature was developed in response to [GitHub issue #455](https://github.com/codelucas/newspaper/issues/455) to provide better control over article scraping scope.
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10
download_nltk_data.py
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download_nltk_data.py
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import nltk
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def download_nltk_data():
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"""Download required NLTK data for the newspaper library"""
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print("Downloading NLTK data for newspaper library...")
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nltk.download('punkt')
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if __name__ == "__main__":
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download_nltk_data()
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print("\nNLTK data download complete. Now you can run your tests.")
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@ -18,14 +18,20 @@ from .source import Source
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from .utils import extend_config, print_available_languages
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def build(url='', dry=False, config=None, **kwargs) -> Source:
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def build(url='', dry=False, config=None, restrict_to_homepage_urls=False, **kwargs) -> Source:
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"""Returns a constructed source object without
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downloading or parsing the articles
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:param url: URL of the source (homepage)
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:param dry: If True, don't build the source (download and parse)
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:param config: Configuration object
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:param restrict_to_homepage_urls: If True, only articles linked directly from the homepage will be processed
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:param kwargs: Additional keyword arguments to pass to the Source constructor
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"""
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config = config or Configuration()
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config = extend_config(config, kwargs)
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url = url or ''
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s = Source(url, config=config)
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s = Source(url, config=config, restrict_to_homepage_urls=restrict_to_homepage_urls)
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if not dry:
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s.build()
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return s
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95
test_homepage_restriction.py
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test_homepage_restriction.py
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#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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"""
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Demonstration script for the restrict_to_homepage_urls feature.
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This script shows how to use the new feature to scrape only articles
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listed on a news site's homepage rather than crawling the entire site.
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"""
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import os
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import sys
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import time
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import newspaper
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from newspaper import Article
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def print_article_info(article, index):
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"""Print basic information about an article"""
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print(f"\n[{index}] {article.title}")
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print(f"URL: {article.url}")
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print(f"Published: {article.publish_date}")
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print(f"Summary: {article.summary[:150]}..." if article.summary else "No summary available")
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def save_to_file(articles, filename):
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"""Save article information to a file"""
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with open(filename, 'w', encoding='utf-8') as f:
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f.write(f"Total articles: {len(articles)}\n\n")
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for i, article in enumerate(articles, 1):
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f.write(f"[{i}] {article.title}\n")
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f.write(f"URL: {article.url}\n")
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f.write(f"Published: {article.publish_date}\n")
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f.write(f"Summary: {article.summary[:200]}...\n" if article.summary else "No summary available\n")
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f.write("-" * 80 + "\n\n")
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print(f"Saved {len(articles)} articles to {filename}")
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def main():
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# Set up output directory
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output_dir = "reuters_articles"
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if not os.path.exists(output_dir):
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os.makedirs(output_dir)
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# Get the URL from command line or use default
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url = sys.argv[1] if len(sys.argv) > 1 else "https://www.reuters.com"
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print(f"Scraping articles from {url}...")
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# First, demonstrate normal behavior (crawls entire site)
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start_time = time.time()
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print("\nBuilding source WITHOUT homepage restriction...")
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news_unrestricted = newspaper.build(url, memoize_articles=False, fetch_images=False, number_threads=1)
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print(f"Found {len(news_unrestricted.articles)} articles without restriction")
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print(f"Time taken: {time.time() - start_time:.2f} seconds")
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# Now demonstrate the new feature
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start_time = time.time()
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print("\nBuilding source WITH homepage restriction...")
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news_restricted = newspaper.build(
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url,
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restrict_to_homepage_urls=True,
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memoize_articles=False,
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fetch_images=False,
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number_threads=1
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)
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print(f"Found {len(news_restricted.articles)} articles with homepage restriction")
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print(f"Time taken: {time.time() - start_time:.2f} seconds")
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# Download and process restricted articles
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print("\nDownloading and processing homepage articles...")
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processed_count = 0
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successful_articles = []
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for i, article in enumerate(news_restricted.articles[:20], 1): # Process up to 20 articles
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try:
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print(f"Processing article {i}/{min(20, len(news_restricted.articles))}...")
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article.download()
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article.parse()
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article.nlp()
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processed_count += 1
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successful_articles.append(article)
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print_article_info(article, i)
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except Exception as e:
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print(f"Error processing article {i}: {e}")
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print(f"\nSuccessfully processed {processed_count} articles")
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# Save results to file
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if successful_articles:
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save_to_file(successful_articles, os.path.join(output_dir, "homepage_articles.txt"))
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if __name__ == "__main__":
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main()
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90
tests/test_reuters.py
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tests/test_reuters.py
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# -*- coding: utf-8 -*-
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"""
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Test the homepage URL restriction feature with Reuters website.
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"""
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import unittest
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import re
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import requests
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from bs4 import BeautifulSoup
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from newspaper import build
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from newspaper.article import Article
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class TestReutersScraper(unittest.TestCase):
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def test_restrict_to_homepage_urls(self):
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"""Test that only URLs from the Reuters homepage are processed when restrict_to_homepage_urls=True"""
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# Skip this test if Reuters is not accessible
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try:
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requests.get("https://www.reuters.com", timeout=5)
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except (requests.exceptions.RequestException, requests.exceptions.Timeout):
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self.skipTest("Reuters website not accessible")
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# Build the source with restricted URLs
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news = build("https://www.reuters.com",
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restrict_to_homepage_urls=True,
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memoize_articles=False,
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fetch_images=False,
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number_threads=1)
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# Verify we have a reasonable number of articles (not too many, not too few)
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# Count may vary based on Reuters homepage changes
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self.assertLessEqual(news.size(), 500, "Too many articles scraped")
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self.assertGreater(news.size(), 50, "Too few articles scraped")
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# Check if article URLs look like Reuters article URLs
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article_pattern = re.compile(r'^https://www\.reuters\.com/.*')
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for article in news.articles[:10]: # Check first 10 articles
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self.assertTrue(
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article_pattern.match(article.url),
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f"Invalid article URL: {article.url}"
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)
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def test_manual_homepage_extraction(self):
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"""Test a manual process to extract and process homepage URLs"""
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# Skip this test if Reuters is not accessible
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try:
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resp = requests.get("https://www.reuters.com", timeout=5)
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except (requests.exceptions.RequestException, requests.exceptions.Timeout):
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self.skipTest("Reuters website not accessible")
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# Parse homepage HTML to extract article URLs
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soup = BeautifulSoup(resp.text, 'html.parser')
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homepage_urls = set()
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# Extract and normalize article URLs from <a> tags
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for a_tag in soup.find_all('a', href=True):
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href = a_tag['href']
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if href.startswith('/'):
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href = "https://www.reuters.com" + href
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if re.match(r'^https://www\.reuters\.com/.*', href) and \
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not re.search(r'/(video|gallery|slideshow)/', href):
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homepage_urls.add(href)
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# Verify we found a reasonable number of URLs
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self.assertGreater(len(homepage_urls), 50, "Too few URLs found on homepage")
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self.assertLess(len(homepage_urls), 500, "Too many URLs found on homepage")
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# Process a small sample of URLs
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sample_size = min(5, len(homepage_urls))
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processed = 0
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for url in list(homepage_urls)[:sample_size]:
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try:
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article = Article(url, language='en', fetch_images=False)
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article.download()
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article.parse()
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article.nlp()
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self.assertTrue(article.title, f"No title for {url}")
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self.assertTrue(article.text.strip(), f"No text for {url}")
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processed += 1
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except Exception as e:
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print(f"Error processing {url}: {e}")
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# Verify we processed the expected number of articles
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self.assertEqual(processed, sample_size, "Failed to process all sample articles")
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if __name__ == '__main__':
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unittest.main()
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