Upload .\src\data_collection\rbc_collector.py with huggingface_hub
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.//src//data_collection//rbc_collector.py
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"""Rwanda Biomedical Centre content collector."""
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import json
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import logging
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import time
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from pathlib import Path
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from typing import Any
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import requests
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from bs4 import BeautifulSoup
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from data_collection.web_utils import check_robots_txt
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logger = logging.getLogger(__name__)
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class RBCCollector:
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"""Collects health-related content from RBC."""
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def __init__(self, output_dir: str, config: dict[str, Any]):
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self.output_dir = Path(output_dir)
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self.output_dir.mkdir(parents=True, exist_ok=True)
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self.config = config
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self.session = requests.Session()
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self.session.headers.update({
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"User-Agent": "BwengeAi/0.1 (Kinyarwanda AI Research)"
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})
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rbc_config = config.get("rbc", {})
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self.base_url = rbc_config.get("base_url", "https://rbc.gov.rw")
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self.rate_limit = rbc_config.get("rate_limit", 2.0)
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def fetch_page(self, url: str) -> BeautifulSoup | None:
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"""Fetch a page and return parsed HTML."""
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try:
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if not check_robots_txt(url, user_agent="BwengeAi/0.1", delay=self.rate_limit):
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return None
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time.sleep(self.rate_limit)
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response = self.session.get(url, timeout=30)
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response.raise_for_status()
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return BeautifulSoup(response.text, "lxml")
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except Exception as e:
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logger.error(f"Failed to fetch {url}: {e}")
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return None
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def get_article_links(self, max_pages: int = 5) -> list[str]:
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"""Get article links from the site."""
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links = []
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news_url = f"{self.base_url}/news"
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soup = self.fetch_page(news_url)
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if soup:
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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 "/news/" in href or "/article/" in href or "/publication/" in href:
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if not href.startswith("http"):
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href = f"{self.base_url}{href}"
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if href not in links:
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links.append(href)
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return links[:max_pages * 20]
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def scrape_article(self, url: str) -> dict[str, Any] | None:
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"""Scrape a single article."""
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soup = self.fetch_page(url)
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if not soup:
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return None
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article = {"url": url, "source": "rbc"}
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title_tag = soup.find("h1") or soup.find("title")
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if title_tag:
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article["title"] = title_tag.get_text(strip=True)
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for tag in soup(["script", "style", "nav", "footer", "header", "aside"]):
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tag.decompose()
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content_div = soup.find("article") or soup.find("div", class_=lambda x: x and "content" in str(x).lower())
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if content_div:
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paragraphs = content_div.find_all("p")
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else:
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paragraphs = soup.find_all("p")
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texts = [p.get_text(strip=True) for p in paragraphs if p.get_text(strip=True) and len(p.get_text(strip=True)) > 20]
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article["text"] = "\n\n".join(texts)
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if not article["text"] or len(article["text"]) < 100:
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return None
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article["length"] = len(article["text"])
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return article
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def collect_all(self) -> list[dict[str, Any]]:
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"""Collect all articles from RBC."""
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logger.info("Starting RBC collection...")
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links = self.get_article_links()
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logger.info(f"Found {len(links)} article links")
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results = []
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for url in links:
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article = self.scrape_article(url)
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if article:
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results.append(article)
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output_path = self.output_dir / "rbc_articles.jsonl"
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with open(output_path, "w", encoding="utf-8") as f:
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for article in results:
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f.write(json.dumps(article, ensure_ascii=False) + "\n")
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summary = {
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"source": "rbc",
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"total_links": len(links),
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"collected": len(results),
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"output_path": str(output_path),
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"total_characters": sum(a.get("length", 0) for a in results),
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}
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summary_path = self.output_dir / "rbc_summary.json"
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with open(summary_path, "w", encoding="utf-8") as f:
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json.dump(summary, f, indent=2, ensure_ascii=False)
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logger.info(f"Collected {len(results)} articles from RBC")
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return results
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