import re import csv import time import json import random import sys import html as html_lib from urllib.request import Request, urlopen from urllib.parse import urlparse, parse_qs # Configuration BASE_URL = "https://tnc-platform.web.app" SITEMAP_URL = f"{BASE_URL}/sitemap.xml" USER_AGENT = "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" # Firestore API Config FIRESTORE_API_KEY = "AIzaSyA5AUOLUfpZ9VE0zWhi8-hF7t48_5wnT0s" FIRESTORE_BASE_URL = "https://firestore.googleapis.com/v1/projects/tnc-platform/databases/(default)/documents/archive" CSV_FILE = "tnc_seminars.csv" JSONL_FILE = "tnc_seminars.jsonl" def fetch_url(url): """Fetches URL content with a custom User-Agent.""" try: req = Request(url, headers={"User-Agent": USER_AGENT}) with urlopen(req, timeout=15) as response: return response.read().decode("utf-8", errors="replace") except Exception as e: print(f"Error fetching {url}: {e}", file=sys.stderr) return "" def get_full_description(course_id): """Fetches the full description directly from Firestore REST API.""" api_url = f"{FIRESTORE_BASE_URL}/{course_id}?key={FIRESTORE_API_KEY}" raw_json = fetch_url(api_url) if not raw_json: return "" try: data = json.loads(raw_json) # Firestore structure: fields -> description -> stringValue desc = data.get("fields", {}).get("description", {}).get("stringValue", "") # Cleanup: Remove "DESCRIPTION:" prefix if present if desc.upper().startswith("DESCRIPTION:"): desc = desc[len("DESCRIPTION:"):].strip() # Unescape HTML entities (like \u003cem\u003e or &) desc = html_lib.unescape(desc) # Optional: Remove HTML tags if they exist (like ) desc = re.sub(r'<[^>]+>', '', desc) return desc.strip() except Exception as e: print(f"Error parsing Firestore data for {course_id}: {e}", file=sys.stderr) return "" def clean_title(title): """Removes the branding suffix from the title.""" for sep in [" — ", " – ", " - "]: if sep in title: title = title.split(sep)[0] return html_lib.unescape(title.strip()) def main(): print("Discovering seminars from sitemap...", file=sys.stderr) sitemap_xml = fetch_url(SITEMAP_URL) # Identify all course URLs # Pattern: https://tnc-platform.web.app/archive/course.html?id=13106 course_urls = re.findall(r'(https://tnc-platform.web.app/archive/course.html\?id=(\d+))', sitemap_xml) # Deduplicate and sort seen_ids = set() unique_courses = [] for url, cid in course_urls: if cid not in seen_ids: seen_ids.add(cid) unique_courses.append((url, cid)) unique_courses.sort(key=lambda x: x[1], reverse=True) # Newest first print(f"Discovered {len(unique_courses)} seminars.", file=sys.stderr) if not unique_courses: print("No seminar URLs found in sitemap.", file=sys.stderr) return # Open both files for incremental writing with open(CSV_FILE, "w", encoding="utf-8", newline="") as f_csv, \ open(JSONL_FILE, "w", encoding="utf-8") as f_jsonl: writer = csv.writer(f_csv) writer.writerow(["Seminar Title", "Seminar Description"]) for i, (url, cid) in enumerate(unique_courses, 1): print(f"[{i}/{len(unique_courses)}] Scraping: {cid}", file=sys.stderr) # 1. Get Title from HTML (still easiest) html_text = fetch_url(url) title = "Unknown" if html_text: title_match = re.search(r"(.*?)", html_text, re.S | re.I) title = clean_title(title_match.group(1)) if title_match else "Unknown" # 2. Get FULL Description from Firestore API desc = get_full_description(cid) if title or desc: # Write to CSV writer.writerow([title, desc]) f_csv.flush() # Write to JSONL json_row = json.dumps({"title": title, "description": desc}, ensure_ascii=False) f_jsonl.write(json_row + "\n") f_jsonl.flush() # Polite delay time.sleep(random.uniform(0.1, 0.3)) print(f"\nSuccess! Full dataset saved to:", file=sys.stderr) print(f" - {CSV_FILE}", file=sys.stderr) print(f" - {JSONL_FILE}", file=sys.stderr) if __name__ == "__main__": main()