feat: add backfill elempleo_co (checkpoint reanudable)

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2026-08-02 04:23:10 +02:00
parent 29e52fcadb
commit bb5afa5f42
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#!/usr/bin/env python3
"""
Backfill scraper ElEmpleo.com Colombia
Checkpoint: /opt/scrapers/elempleo_co/backfill_state.json
{"page": N, "total_new": M} -> reanudar desde pagina N
Para reiniciar desde cero: borrar el archivo de checkpoint.
"""
import os, re, time, logging, json
import requests
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('elempleo_backfill')
PROXY = 'socks5h://127.0.0.1:1090'
PROXIES = {'http': PROXY, 'https': PROXY}
DB_HOST = '100.75.240.87'
DB_NAME = 'elempleo_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.elempleo.com'
LIST_URL = BASE + '/co/ofertas-empleo/?pagina={}'
DELAY = 0.8
MAX_PAGES = int(os.environ.get('BF_MAX_PAGES', '500'))
MAX_STREAK = int(os.environ.get('BF_STREAK', '8'))
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 cargado: pagina=%d total_new=%d', st['page'], st.get('total_new', 0))
return st
return {'page': 1, 'total_new': 0}
def save_state(page, total_new):
with open(STATE_FILE, 'w') as f:
json.dump({'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'})
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 jobs (
job_id TEXT PRIMARY KEY,
titulo TEXT,
empresa TEXT,
ubicacion TEXT,
url TEXT UNIQUE,
fecha_pub TEXT,
categoria TEXT,
scraped_at TIMESTAMP DEFAULT NOW()
)
""")
conn.commit()
cur.close()
def upsert(conn, rows):
if not rows:
return 0
deduped = list({r['job_id']: r for r in rows}.values())
cur = conn.cursor()
execute_values(cur,
"""INSERT INTO jobs (job_id, titulo, empresa, ubicacion, url, scraped_at)
VALUES %s
ON CONFLICT (job_id) DO UPDATE SET
titulo=EXCLUDED.titulo, scraped_at=EXCLUDED.scraped_at""",
[(r['job_id'], r['titulo'], r['empresa'], r['ubicacion'],
r['url'], datetime.utcnow()) for r in deduped]
)
n = cur.rowcount
conn.commit()
cur.close()
return n
def fetch_page(sess, page):
url = LIST_URL.format(page)
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])
html = resp.text
links = list(dict.fromkeys(re.findall(r'href="(/co/ofertas-trabajo/[^"]{10,150})"', html)))
if not links:
return []
jobs = []
for href in links:
m = re.search(r'-(\d{7,})$', href)
if not m:
continue
job_id = m.group(1)
slug = href.split('/')[-1]
titulo_raw = slug[:-(len(job_id) + 1)].replace('-', ' ').strip()
titulo = titulo_raw.title() if titulo_raw else 'Sin titulo'
jobs.append({
'job_id': job_id,
'titulo': titulo[:300],
'empresa': '',
'ubicacion': 'Colombia',
'url': BASE + href,
})
log.info('Pagina %d: %d ofertas', page, len(jobs))
return jobs
def main():
state = load_state()
start_page = state['page']
total_new = state.get('total_new', 0)
log.info('=== Backfill ElEmpleo CO — desde pagina %d ===', start_page)
sess = get_session()
conn = get_conn()
create_table(conn)
streak = 0
last_page = start_page
for page in range(start_page, MAX_PAGES + 1):
last_page = page
jobs = fetch_page(sess, page)
if jobs is None:
log.info('Pagina %d: 404 — fin de paginacion', page)
save_state(page + 1, total_new)
break
if not jobs:
streak += 1
log.info('Pagina %d: sin resultados (racha %d/%d)', page, streak, MAX_STREAK)
save_state(page + 1, total_new)
if streak >= MAX_STREAK:
log.info('Deteniendo: %d paginas consecutivas sin resultados', streak)
break
time.sleep(DELAY)
continue
n = upsert(conn, jobs)
streak = 0 if n > 0 else streak + 1
total_new += n
save_state(page + 1, total_new)
log.info('Pagina %d: %d nuevos (acumulado %d)', page, n, total_new)
if streak >= MAX_STREAK:
log.info('Deteniendo: %d paginas sin nuevos', streak)
break
time.sleep(DELAY)
conn.close()
log.info('=== Backfill finalizado: %d nuevos (ultima pagina: %d) ===', total_new, last_page)
print(f'Finalizado: {total_new} nuevos')
if __name__ == '__main__':
main()