#!/usr/bin/env python3 """ Backfill scraper FincaRaiz.com.co Colombia Checkpoint: /opt/scrapers/fincaraiz_co/backfill_state.json {"pass_idx": 0|1, "page": N, "total_new": M} pass_idx 0=venta, 1=arriendo Para reiniciar desde cero: borrar el archivo de checkpoint. """ import os, re, time, logging, json import requests from bs4 import BeautifulSoup import psycopg2 from psycopg2.extras import execute_values from datetime import datetime logging.basicConfig( level=logging.INFO, format='%(asctime)s %(levelname)s %(message)s', datefmt='%Y-%m-%d %H:%M:%S', ) log = logging.getLogger('fincaraiz_backfill') PROXY = 'socks5h://127.0.0.1:1090' PROXIES = {'http': PROXY, 'https': PROXY} DB_HOST = '100.75.240.87' DB_NAME = 'fincaraiz_co' DB_USER = 'pgadmin' DB_PASS = 'J5BVlq65JvedWxZVrcY96OQX' UA = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/124 Safari/537.36' BASE = 'https://www.fincaraiz.com.co' DELAY = 1.0 MAX_PAGES = int(os.environ.get('BF_MAX_PAGES', '300')) MAX_STREAK = int(os.environ.get('BF_STREAK', '8')) PASADAS = [ {'tipo': 'venta', 'base': '/venta/apartamentos'}, {'tipo': 'arriendo', 'base': '/arriendo/apartamentos'}, ] STATE_FILE = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'backfill_state.json') def load_state(): if os.path.exists(STATE_FILE): with open(STATE_FILE) as f: st = json.load(f) log.info('Checkpoint: pass_idx=%d pagina=%d total_new=%d', st['pass_idx'], st['page'], st.get('total_new', 0)) return st return {'pass_idx': 0, 'page': 1, 'total_new': 0} def save_state(pass_idx, page, total_new): with open(STATE_FILE, 'w') as f: json.dump({'pass_idx': pass_idx, 'page': page, 'total_new': total_new, 'ts': datetime.utcnow().isoformat()}, f) def get_session(): s = requests.Session() s.proxies.update(PROXIES) s.headers.update({'User-Agent': UA, 'Accept': 'text/html,application/xhtml+xml,*/*;q=0.8', 'Accept-Language': 'es-CO,es;q=0.9', 'Referer': BASE + '/'}) return s def get_conn(): return psycopg2.connect(host=DB_HOST, port=5432, dbname=DB_NAME, user=DB_USER, password=DB_PASS, connect_timeout=10) def create_table(conn): cur = conn.cursor() cur.execute(""" CREATE TABLE IF NOT EXISTS listings ( listing_id TEXT PRIMARY KEY, titulo TEXT, precio BIGINT, moneda TEXT DEFAULT 'COP', tipo TEXT, ubicacion TEXT, url TEXT UNIQUE, superficie_m2 DECIMAL, scraped_at TIMESTAMP DEFAULT NOW() ) """) conn.commit() cur.close() def upsert(conn, rows): if not rows: return 0 deduped = list({r['listing_id']: r for r in rows}.values()) cur = conn.cursor() execute_values(cur, """INSERT INTO listings (listing_id, titulo, precio, moneda, tipo, ubicacion, url, scraped_at) VALUES %s ON CONFLICT (listing_id) DO UPDATE SET titulo=EXCLUDED.titulo, precio=EXCLUDED.precio, tipo=EXCLUDED.tipo, scraped_at=EXCLUDED.scraped_at""", [(r['listing_id'], r['titulo'], r['precio'], 'COP', r['tipo'], r['ubicacion'], r['url'], datetime.utcnow()) for r in deduped] ) n = cur.rowcount conn.commit() cur.close() return n def fetch_page(sess, url, tipo): for attempt in range(3): try: resp = sess.get(url, timeout=30) if resp.status_code == 404: return None if resp.status_code in (403, 429): log.warning('HTTP %d en %s', resp.status_code, url) time.sleep(60) continue resp.raise_for_status() break except Exception as e: if attempt == 2: log.error('Error %s: %s', url, e) return [] time.sleep([2, 5, 15][attempt]) soup = BeautifulSoup(resp.text, 'lxml') cards = soup.find_all(class_=re.compile(r'listingCard')) results = [] for card in cards: try: link_tag = card.find('a', href=True) if not link_tag: continue href = link_tag['href'] m = re.search(r'/(\d{6,12})(?:[/?#]|$)', href) if not m: continue listing_id = m.group(1) url_full = BASE + href if href.startswith('/') else href titulo_tag = card.find(['h2', 'h3', 'p']) titulo = titulo_tag.get_text(strip=True)[:300] if titulo_tag else 'Sin titulo' precio = None precio_tag = card.find(string=re.compile(r'[\$\d][.\d]{3,}')) if precio_tag: nums = re.findall(r'[\d.]+', str(precio_tag)) if nums: try: precio = int(nums[0].replace('.', '')) except ValueError: pass loc_tag = card.find(string=re.compile(r'Colombia|Bogot|Medell|Cali|Barranq', re.I)) ubicacion = str(loc_tag).strip()[:200] if loc_tag else 'Colombia' results.append({'listing_id': listing_id, 'titulo': titulo, 'precio': precio, 'tipo': tipo, 'ubicacion': ubicacion, 'url': url_full}) except Exception as e: log.debug('Error card: %s', e) log.info('[%s] %s: %d cards', tipo, url, len(results)) return results def scrape_pass(sess, conn, pass_idx, start_page, total_new_in): pasada = PASADAS[pass_idx] tipo = pasada['tipo'] base_path = pasada['base'] log.info('--- Pasada %d: %s (desde pagina %d) ---', pass_idx, tipo, start_page) streak = 0 total = total_new_in for page in range(start_page, MAX_PAGES + 1): url = BASE + base_path if page == 1 else BASE + base_path + f'/pagina{page}' rows = fetch_page(sess, url, tipo) if rows is None: log.info('[%s] Pagina %d: 404, fin', tipo, page) save_state(pass_idx + 1, 1, total) return total, True # avanzar a la siguiente pasada if not rows: streak += 1 save_state(pass_idx, page + 1, total) if streak >= MAX_STREAK: log.info('[%s] Deteniendo: %d paginas sin resultados', tipo, streak) save_state(pass_idx + 1, 1, total) return total, True time.sleep(DELAY) continue n = upsert(conn, rows) streak = 0 if n > 0 else streak + 1 total += n save_state(pass_idx, page + 1, total) log.info('[%s] Pagina %d: %d nuevos (acumulado %d)', tipo, page, n, total) if streak >= MAX_STREAK: log.info('[%s] Deteniendo: %d paginas sin nuevos', tipo, streak) save_state(pass_idx + 1, 1, total) return total, True time.sleep(DELAY) save_state(pass_idx + 1, 1, total) return total, True def main(): state = load_state() pass_idx = state['pass_idx'] start_page = state['page'] total_new = state.get('total_new', 0) log.info('=== Backfill FincaRaiz CO — pass=%d pagina=%d ===', pass_idx, start_page) if pass_idx >= len(PASADAS): log.info('Todas las pasadas completadas segun checkpoint. Para reiniciar borra backfill_state.json') print(f'Finalizado: {total_new} nuevos') return sess = get_session() conn = get_conn() create_table(conn) # Pasadas pendientes desde el checkpoint for idx in range(pass_idx, len(PASADAS)): sp = start_page if idx == pass_idx else 1 total_new, _ = scrape_pass(sess, conn, idx, sp, total_new) conn.close() log.info('=== Backfill finalizado: %d nuevos ===', total_new) print(f'Finalizado: {total_new} nuevos') if __name__ == '__main__': main()