Administration
← Retour
Log : 20260414_080000
Erreur
Durée : 683s
6 OK
/ 2 erreur(s)
3588 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-14 08:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-14 08:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-14 08:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-14 08:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-14 08:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-14 08:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:00:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-04-14 08:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:00:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-14 08:00:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:00:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-14 08:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 08:00:10 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-14 08:00:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 08:00:12 [INFO] [clio_4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=6 2026-04-14 08:00:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 08:00:14 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-14 08:00:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 08:00:17 [INFO] [clio_4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=8 2026-04-14 08:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 08:00:19 [INFO] [clio_4] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=9 2026-04-14 08:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 08:00:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-04-14 08:00:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 08:00:24 [INFO] [clio_4] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=11 2026-04-14 08:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-14 08:00:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=12 2026-04-14 08:00:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-14 08:00:29 [INFO] [clio_4] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=13 2026-04-14 08:00:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-14 08:00:31 [INFO] [clio_4] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=14 2026-04-14 08:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-14 08:00:34 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-04-14 08:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-14 08:00:37 [INFO] [clio_4] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=16 2026-04-14 08:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-14 08:00:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=17 2026-04-14 08:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-14 08:00:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=18 2026-04-14 08:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-14 08:00:45 [INFO] [clio_4] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=19 2026-04-14 08:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-14 08:00:47 [INFO] [clio_4] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=20 2026-04-14 08:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-14 08:00:50 [INFO] [clio_4] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=21 2026-04-14 08:00:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-14 08:00:54 [INFO] [clio_4] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=22 2026-04-14 08:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-14 08:00:58 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-14 08:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-14 08:01:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=24 2026-04-14 08:01:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-14 08:01:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=25 2026-04-14 08:01:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-14 08:01:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=26 2026-04-14 08:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-14 08:01:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=27 2026-04-14 08:01:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-14 08:01:11 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-14 08:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-14 08:01:14 [INFO] [clio_4] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=29 2026-04-14 08:01:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-14 08:01:16 [INFO] [clio_4] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=30 2026-04-14 08:01:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-14 08:01:18 [INFO] [clio_4] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=31 2026-04-14 08:01:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-14 08:01:20 [INFO] [clio_4] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=32 2026-04-14 08:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-14 08:01:23 [INFO] [clio_4] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=33 2026-04-14 08:01:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-14 08:01:25 [INFO] [clio_4] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=34 2026-04-14 08:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-14 08:01:28 [INFO] [clio_4] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=35 2026-04-14 08:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-14 08:01:30 [INFO] [clio_4] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=36 2026-04-14 08:01:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-14 08:01:32 [INFO] [clio_4] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=37 2026-04-14 08:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-14 08:01:36 [INFO] [clio_4] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=38 2026-04-14 08:01:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-14 08:01:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=39 2026-04-14 08:01:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-14 08:01:43 [INFO] [clio_4] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=40 2026-04-14 08:01:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-14 08:01:46 [INFO] [clio_4] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=41 2026-04-14 08:01:48 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-14 08:01:48 [INFO] [clio_4] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=42 2026-04-14 08:01:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-14 08:01:51 [INFO] [clio_4] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=43 2026-04-14 08:01:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-14 08:01:53 [INFO] [clio_4] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=44 2026-04-14 08:01:56 [INFO] [clio_4] [SEARCH] 12 annonces recuperees (total: 1517) 2026-04-14 08:01:56 [INFO] [clio_4] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=45 2026-04-14 08:01:59 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-14 08:01:59 [INFO] [clio_4] [SEARCH] Termine : 1517 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260414_080000.csv 2026-04-14 08:01:59 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260414_080000.csv 2026-04-14 08:01:59 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260414_080000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-14 08:01:59 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-14 08:01:59 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:01:59 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260414_080000.csv 2026-04-14 08:01:59 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:02:01 [INFO] [clio_4] [IMPORT] 1517 lus, 1517 inseres, 0 ignores, 0 erreurs 2026-04-14 08:02:01 [INFO] [clio_4] [IMPORT] TOTAL : 1517 lus, 1517 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:02:01 [INFO] [clio_4] [IMPORT] 12198 annonces en base 2026-04-14 08:02:01 [INFO] [clio_4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_clio_4_20260414_080000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260414_080000.csv, Brand: renault, Model: clio_4 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] 1505 list_id lus dans le CSV. 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] 1535 annonces actives en base pour renault clio_4. 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] 30 annonce(s) marquées indisponibles. 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] CSV: 1505, Actives DB: 1535, Absentes: 30 2026-04-14 08:02:02 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 30 2026-04-14 08:02:02 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-14 08:02:02 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-14 08:02:02 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:02:02 [INFO] [clio_4] [DETAIL] 12 annonce(s) à enrichir (modèle: clio_4) 2026-04-14 08:02:23 [INFO] [clio_4] [DETAIL] Progression : 10/12 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 08:02:27 [INFO] [clio_4] [DETAIL] RESULTAT : 12 traitee(s), 12 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:02:27 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-14 08:02:27 [INFO] [clio_4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/clio_4/figures, Modele: clio_4, Graphiques: Non 2026-04-14 08:02:31 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:02:31 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:02:32 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:02:32 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 12 2026-04-14 08:03:28 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:03:28 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 12 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:03:28 [INFO] [clio_4] [STATS] Resultats extraits : 12 2026-04-14 08:03:28 [INFO] [clio_4] [STATS] Evaluations inserees : 12 2026-04-14 08:03:29 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:03:29 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:03:29 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-14 08:03:29 [INFO] [clio_4] [STATS] ads.deal_columns : 4294 annonces mises à jour 2026-04-14 08:03:29 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 61.4s — 4294 annonces (run #535) — Modele: clio_4 2026-04-14 08:03:30 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-14 08:03:30 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:03:30 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:03:30 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:03:30 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-14 08:03:30 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-14 08:03:30 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-04-14 08:03:31 [INFO] [i20] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=1 2026-04-14 08:03:33 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:03:33 [INFO] [i20] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=2 2026-04-14 08:03:36 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:03:36 [INFO] [i20] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=3 2026-04-14 08:03:38 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:03:38 [INFO] [i20] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=4 2026-04-14 08:03:40 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 08:03:40 [INFO] [i20] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=5 2026-04-14 08:03:44 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 08:03:44 [INFO] [i20] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=6 2026-04-14 08:03:46 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 08:03:46 [INFO] [i20] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=7 2026-04-14 08:03:48 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 08:03:48 [INFO] [i20] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=8 2026-04-14 08:03:50 [INFO] [i20] [SEARCH] 6 annonces recuperees (total: 251) 2026-04-14 08:03:50 [INFO] [i20] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=9 2026-04-14 08:03:52 [INFO] [i20] [SEARCH] Page 9 : aucune annonce, arret de la pagination. 2026-04-14 08:03:52 [INFO] [i20] [SEARCH] Termine : 251 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260414_080331.csv 2026-04-14 08:03:52 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260414_080331.csv 2026-04-14 08:03:52 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260414_080331.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-14 08:03:52 [INFO] [i20] [IMPORT] Model override : i20 2026-04-14 08:03:52 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:03:52 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260414_080331.csv 2026-04-14 08:03:52 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:03:53 [INFO] [i20] [IMPORT] 251 lus, 251 inseres, 0 ignores, 0 erreurs 2026-04-14 08:03:53 [INFO] [i20] [IMPORT] TOTAL : 251 lus, 251 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:03:53 [INFO] [i20] [IMPORT] 12203 annonces en base 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260414_080331.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260414_080331.csv, Brand: hyundai, Model: i20 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] 250 list_id lus dans le CSV. 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] 256 annonces actives en base pour hyundai i20. 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] 6 annonce(s) marquées indisponibles. 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] CSV: 250, Actives DB: 256, Absentes: 6 2026-04-14 08:03:53 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 6 2026-04-14 08:03:53 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-14 08:03:53 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-14 08:03:53 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:03:53 [INFO] [i20] [DETAIL] 5 annonce(s) à enrichir (modèle: i20) 2026-04-14 08:04:02 [INFO] [i20] [DETAIL] RESULTAT : 5 traitee(s), 5 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:04:02 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-14 08:04:02 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-14 08:04:05 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:04:05 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:04:06 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:04:06 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 5 2026-04-14 08:04:42 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:04:42 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 5 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:04:42 [INFO] [i20] [STATS] Resultats extraits : 5 2026-04-14 08:04:42 [INFO] [i20] [STATS] Evaluations inserees : 5 2026-04-14 08:04:43 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:04:43 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:04:43 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-14 08:04:43 [INFO] [i20] [STATS] ads.deal_columns : 540 annonces mises à jour 2026-04-14 08:04:43 [INFO] [i20] [STATS] ANALYSE TERMINEE en 40.5s — 540 annonces (run #536) — Modele: i20 2026-04-14 08:04:43 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-14 08:04:44 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:04:44 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:04:44 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:04:44 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-14 08:04:44 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-14 08:04:44 [INFO] [berlingo] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model berlingo 2026-04-14 08:04:44 [INFO] [berlingo] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=1 2026-04-14 08:04:47 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:04:47 [INFO] [berlingo] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=2 2026-04-14 08:04:50 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:04:50 [INFO] [berlingo] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=3 2026-04-14 08:04:53 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:04:53 [INFO] [berlingo] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=4 2026-04-14 08:04:55 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 08:04:55 [INFO] [berlingo] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=5 2026-04-14 08:04:58 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 08:04:58 [INFO] [berlingo] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=6 2026-04-14 08:05:01 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 08:05:01 [INFO] [berlingo] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=7 2026-04-14 08:05:03 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 08:05:03 [INFO] [berlingo] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=8 2026-04-14 08:05:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 08:05:07 [INFO] [berlingo] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=9 2026-04-14 08:05:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 08:05:09 [INFO] [berlingo] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=10 2026-04-14 08:05:12 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 08:05:12 [INFO] [berlingo] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=11 2026-04-14 08:05:14 [INFO] [berlingo] [SEARCH] 12 annonces recuperees (total: 362) 2026-04-14 08:05:14 [INFO] [berlingo] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=12 2026-04-14 08:05:15 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-14 08:05:15 [INFO] [berlingo] [SEARCH] Termine : 362 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260414_080444.csv 2026-04-14 08:05:15 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260414_080444.csv 2026-04-14 08:05:15 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260414_080444.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-14 08:05:15 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-14 08:05:15 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:05:15 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260414_080444.csv 2026-04-14 08:05:15 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:05:16 [INFO] [berlingo] [IMPORT] 362 lus, 362 inseres, 0 ignores, 0 erreurs 2026-04-14 08:05:16 [INFO] [berlingo] [IMPORT] TOTAL : 362 lus, 362 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:05:16 [INFO] [berlingo] [IMPORT] 12210 annonces en base 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260414_080444.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260414_080444.csv, Brand: citroen, Model: berlingo 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] 362 list_id lus dans le CSV. 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] 367 annonces actives en base pour citroen berlingo. 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] 5 annonce(s) marquées indisponibles. 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] CSV: 362, Actives DB: 367, Absentes: 5 2026-04-14 08:05:16 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 5 2026-04-14 08:05:16 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-14 08:05:16 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-14 08:05:16 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:05:16 [INFO] [berlingo] [DETAIL] 7 annonce(s) à enrichir (modèle: berlingo) 2026-04-14 08:05:29 [INFO] [berlingo] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:05:29 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-14 08:05:29 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-14 08:05:32 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:05:32 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:05:33 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:05:33 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 7 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] Resultats extraits : 7 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] Evaluations inserees : 7 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] referentiel_prix : 63 segments insérés 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] ads.deal_columns : 712 annonces mises à jour 2026-04-14 08:06:05 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 36.0s — 712 annonces (run #537) — Modele: berlingo 2026-04-14 08:06:06 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-14 08:06:06 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:06:06 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:06:06 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:06:06 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-14 08:06:06 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-14 08:06:06 [INFO] [c4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model c4 2026-04-14 08:06:07 [INFO] [c4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=1 2026-04-14 08:06:09 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:06:09 [INFO] [c4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=2 2026-04-14 08:06:11 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:06:11 [INFO] [c4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=3 2026-04-14 08:06:18 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:06:18 [INFO] [c4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=4 2026-04-14 08:06:21 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 08:06:21 [INFO] [c4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=5 2026-04-14 08:06:24 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 08:06:24 [INFO] [c4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=6 2026-04-14 08:06:26 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 08:06:26 [INFO] [c4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=7 2026-04-14 08:06:29 [INFO] [c4] [SEARCH] 6 annonces recuperees (total: 216) 2026-04-14 08:06:29 [INFO] [c4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=8 2026-04-14 08:06:30 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-14 08:06:30 [INFO] [c4] [SEARCH] Termine : 216 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260414_080607.csv 2026-04-14 08:06:30 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260414_080607.csv 2026-04-14 08:06:30 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260414_080607.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-14 08:06:30 [INFO] [c4] [IMPORT] Model override : c4 2026-04-14 08:06:30 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:06:30 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260414_080607.csv 2026-04-14 08:06:30 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:06:31 [INFO] [c4] [IMPORT] 216 lus, 216 inseres, 0 ignores, 0 erreurs 2026-04-14 08:06:31 [INFO] [c4] [IMPORT] TOTAL : 216 lus, 216 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:06:31 [INFO] [c4] [IMPORT] 12211 annonces en base 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260414_080607.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260414_080607.csv, Brand: citroen, Model: c4 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] 216 list_id lus dans le CSV. 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] 217 annonces actives en base pour citroen c4. 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] CSV: 216, Actives DB: 217, Absentes: 1 2026-04-14 08:06:31 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 1 2026-04-14 08:06:31 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-14 08:06:31 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-14 08:06:31 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:06:31 [INFO] [c4] [DETAIL] 1 annonce(s) à enrichir (modèle: c4) 2026-04-14 08:06:37 [INFO] [c4] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:06:37 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-14 08:06:37 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-14 08:06:40 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:06:40 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:06:41 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:06:41 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 1 2026-04-14 08:07:00 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:07:00 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:07:00 [INFO] [c4] [STATS] Resultats extraits : 1 2026-04-14 08:07:00 [INFO] [c4] [STATS] Evaluations inserees : 1 2026-04-14 08:07:01 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:07:01 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:07:01 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-14 08:07:01 [INFO] [c4] [STATS] ads.deal_columns : 453 annonces mises à jour 2026-04-14 08:07:01 [INFO] [c4] [STATS] ANALYSE TERMINEE en 23.4s — 453 annonces (run #538) — Modele: c4 2026-04-14 08:07:01 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-14 08:07:02 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:07:02 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:07:02 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:07:02 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-14 08:07:02 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-14 08:07:02 [INFO] [scenic] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model scenic 2026-04-14 08:07:02 [INFO] [scenic] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=1 2026-04-14 08:07:05 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:07:05 [INFO] [scenic] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=2 2026-04-14 08:07:08 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:07:08 [INFO] [scenic] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=3 2026-04-14 08:07:10 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:07:10 [INFO] [scenic] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=4 2026-04-14 08:07:13 [INFO] [scenic] [SEARCH] 23 annonces recuperees (total: 128) 2026-04-14 08:07:13 [INFO] [scenic] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=5 2026-04-14 08:07:15 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-14 08:07:15 [INFO] [scenic] [SEARCH] Termine : 128 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260414_080702.csv 2026-04-14 08:07:15 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260414_080702.csv 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260414_080702.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260414_080702.csv 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] 128 lus, 128 inseres, 0 ignores, 0 erreurs 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] TOTAL : 128 lus, 128 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:07:15 [INFO] [scenic] [IMPORT] 12214 annonces en base 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260414_080702.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260414_080702.csv, Brand: renault, Model: scenic 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] 127 list_id lus dans le CSV. 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] 130 annonces actives en base pour renault scenic. 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] CSV: 127, Actives DB: 130, Absentes: 3 2026-04-14 08:07:15 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 3 2026-04-14 08:07:15 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-14 08:07:16 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-14 08:07:16 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:07:16 [INFO] [scenic] [DETAIL] 3 annonce(s) à enrichir (modèle: scenic) 2026-04-14 08:07:20 [INFO] [scenic] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:07:20 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-14 08:07:21 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-14 08:07:23 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:07:23 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:07:24 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:07:24 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 3 2026-04-14 08:07:40 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:07:40 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:07:40 [INFO] [scenic] [STATS] Resultats extraits : 3 2026-04-14 08:07:40 [INFO] [scenic] [STATS] Evaluations inserees : 3 2026-04-14 08:07:40 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:07:40 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:07:40 [INFO] [scenic] [STATS] referentiel_prix : 26 segments insérés 2026-04-14 08:07:40 [INFO] [scenic] [STATS] ads.deal_columns : 308 annonces mises à jour 2026-04-14 08:07:41 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 19.8s — 308 annonces (run #539) — Modele: scenic 2026-04-14 08:07:41 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-14 08:07:41 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:07:41 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:07:41 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:07:42 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-14 08:07:42 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-14 08:07:42 [INFO] [5008] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model 5008 2026-04-14 08:07:42 [INFO] [5008] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=1 2026-04-14 08:07:45 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 08:07:45 [INFO] [5008] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=2 2026-04-14 08:07:47 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 08:07:47 [INFO] [5008] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=3 2026-04-14 08:07:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 08:07:50 [INFO] [5008] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=4 2026-04-14 08:07:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 08:07:52 [INFO] [5008] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=5 2026-04-14 08:07:54 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 08:07:54 [INFO] [5008] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=6 2026-04-14 08:07:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 08:07:56 [INFO] [5008] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=7 2026-04-14 08:08:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 08:08:00 [INFO] [5008] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=8 2026-04-14 08:08:02 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 08:08:02 [INFO] [5008] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=9 2026-04-14 08:08:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 08:08:04 [INFO] [5008] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=10 2026-04-14 08:08:08 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 08:08:08 [INFO] [5008] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=11 2026-04-14 08:08:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-14 08:08:11 [INFO] [5008] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=12 2026-04-14 08:08:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-14 08:08:13 [INFO] [5008] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=13 2026-04-14 08:08:15 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-14 08:08:15 [INFO] [5008] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=14 2026-04-14 08:08:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-14 08:08:18 [INFO] [5008] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=15 2026-04-14 08:08:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-14 08:08:20 [INFO] [5008] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=16 2026-04-14 08:08:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-14 08:08:23 [INFO] [5008] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=17 2026-04-14 08:08:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-14 08:08:25 [INFO] [5008] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=18 2026-04-14 08:08:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-14 08:08:27 [INFO] [5008] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=19 2026-04-14 08:08:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-14 08:08:30 [INFO] [5008] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=20 2026-04-14 08:08:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-14 08:08:32 [INFO] [5008] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=21 2026-04-14 08:08:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-14 08:08:35 [INFO] [5008] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=22 2026-04-14 08:08:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-14 08:08:38 [INFO] [5008] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=23 2026-04-14 08:08:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-14 08:08:40 [INFO] [5008] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=24 2026-04-14 08:08:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-14 08:08:43 [INFO] [5008] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=25 2026-04-14 08:08:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-14 08:08:46 [INFO] [5008] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=26 2026-04-14 08:08:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-14 08:08:50 [INFO] [5008] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=27 2026-04-14 08:08:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-14 08:08:52 [INFO] [5008] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=28 2026-04-14 08:08:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-14 08:08:56 [INFO] [5008] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=29 2026-04-14 08:08:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-14 08:08:58 [INFO] [5008] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=30 2026-04-14 08:09:01 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-14 08:09:01 [INFO] [5008] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=31 2026-04-14 08:09:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-14 08:09:04 [INFO] [5008] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=32 2026-04-14 08:09:06 [INFO] [5008] [SEARCH] 24 annonces recuperees (total: 1109) 2026-04-14 08:09:06 [INFO] [5008] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=33 2026-04-14 08:09:13 [INFO] [5008] [SEARCH] Page 33 : aucune annonce, arret de la pagination. 2026-04-14 08:09:13 [INFO] [5008] [SEARCH] Termine : 1109 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260414_080742.csv 2026-04-14 08:09:13 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260414_080742.csv 2026-04-14 08:09:13 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260414_080742.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-14 08:09:13 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-14 08:09:13 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 08:09:13 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260414_080742.csv 2026-04-14 08:09:13 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:09:15 [INFO] [5008] [IMPORT] 1109 lus, 1109 inseres, 0 ignores, 0 erreurs 2026-04-14 08:09:15 [INFO] [5008] [IMPORT] TOTAL : 1109 lus, 1109 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:09:15 [INFO] [5008] [IMPORT] 12224 annonces en base 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260414_080742.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260414_080742.csv, Brand: peugeot, Model: 5008 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] 1095 list_id lus dans le CSV. 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] 1122 annonces actives en base pour peugeot 5008. 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] 27 annonce(s) marquées indisponibles. 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] CSV: 1095, Actives DB: 1122, Absentes: 27 2026-04-14 08:09:15 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 27 2026-04-14 08:09:15 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-14 08:09:15 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-14 08:09:15 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 08:09:15 [INFO] [5008] [DETAIL] 10 annonce(s) à enrichir (modèle: 5008) 2026-04-14 08:09:34 [INFO] [5008] [DETAIL] Progression : 10/10 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 08:09:34 [INFO] [5008] [DETAIL] RESULTAT : 10 traitee(s), 10 enrichies, 0 introuvables, 0 erreurs 2026-04-14 08:09:34 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-14 08:09:34 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-14 08:09:38 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:09:38 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-14 08:09:39 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:09:39 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 10 2026-04-14 08:10:20 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 08:10:20 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 10 resultats extraits (modele=gpt-5-nano) 2026-04-14 08:10:20 [INFO] [5008] [STATS] Resultats extraits : 10 2026-04-14 08:10:20 [INFO] [5008] [STATS] Evaluations inserees : 10 2026-04-14 08:10:20 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 08:10:20 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-14 08:10:20 [INFO] [5008] [STATS] referentiel_prix : 76 segments insérés 2026-04-14 08:10:21 [INFO] [5008] [STATS] ads.deal_columns : 2593 annonces mises à jour 2026-04-14 08:10:21 [INFO] [5008] [STATS] ANALYSE TERMINEE en 45.5s — 2593 annonces (run #540) — Modele: 5008 2026-04-14 08:10:21 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-14 08:10:22 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 08:10:22 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 08:10:22 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 08:10:22 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-14 08:10:22 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-14 08:10:22 [INFO] [fiesta] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model fiesta 2026-04-14 08:10:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=1 2026-04-14 08:10:52 [ERROR] [fiesta] [SEARCH] Erreur lors de l'appel a l'API: HTTPSConnectionPool(host='piloterr.com', port=443): Read timed out. (read timeout=30) 2026-04-14 08:10:52 [ERROR] [fiesta] [SEARCH] Crawler echoue pour fiesta 2026-04-14 08:10:52 [INFO] [nv200] [SEARCH] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-14 08:10:52 [INFO] [nv200] [SEARCH] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-14 08:10:52 [INFO] [nv200] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model nv200 2026-04-14 08:10:53 [INFO] [nv200] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=1 2026-04-14 08:11:23 [ERROR] [nv200] [SEARCH] Erreur lors de l'appel a l'API: HTTPSConnectionPool(host='piloterr.com', port=443): Read timed out. (read timeout=30) 2026-04-14 08:11:23 [ERROR] [nv200] [SEARCH] Crawler echoue pour nv200 2026-04-14 08:11:23 [INFO] [nv200] [SEARCH] .env restaure 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] fiesta -> ERREUR crawler 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] nv200 -> ERREUR crawler 2026-04-14 08:11:23 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260414_080000/_summary.json