Administration
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Log : 20260403_224834
OK
Durée : 1531s
8 OK
5164 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-03 22:48:34 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-03 22:48:34 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-03 22:48:34 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-03 22:48:34 [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 2026-04-03 22:48:35 [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 2026-04-03 22:48:38 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 22:48:38 [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 2026-04-03 22:48:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 22:48:41 [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 2026-04-03 22:48:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 22:48:43 [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 2026-04-03 22:48:48 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 22:48:48 [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 2026-04-03 22:48:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 22:48:50 [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 2026-04-03 22:48:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-03 22:48:53 [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 2026-04-03 22:48:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-03 22:48:56 [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 2026-04-03 22:48:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-03 22:48:59 [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 2026-04-03 22:49:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-03 22:49:02 [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 2026-04-03 22:49:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-03 22:49:04 [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 2026-04-03 22:49:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-03 22:49:09 [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 2026-04-03 22:49:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-03 22:49:11 [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 2026-04-03 22:49:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-03 22:49:14 [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 2026-04-03 22:49:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-03 22:49:17 [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 2026-04-03 22:49:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-03 22:49:19 [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 2026-04-03 22:49:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-03 22:49:21 [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 2026-04-03 22:49:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-03 22:49:23 [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 2026-04-03 22:49:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-03 22:49:25 [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 2026-04-03 22:49:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-03 22:49:27 [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 2026-04-03 22:49:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-03 22:49:30 [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 2026-04-03 22:49:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-03 22:49:32 [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 2026-04-03 22:49:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-03 22:49:34 [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 2026-04-03 22:49:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-03 22:49:36 [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 2026-04-03 22:49:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-03 22:49:39 [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 2026-04-03 22:49:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-03 22:49:43 [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 2026-04-03 22:49:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-03 22:49:46 [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 2026-04-03 22:49:48 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-03 22:49:48 [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 2026-04-03 22:49:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-03 22:49:51 [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 2026-04-03 22:49:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-03 22:49:53 [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 2026-04-03 22:49:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-03 22:49:55 [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 2026-04-03 22:49:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-03 22:49:58 [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 2026-04-03 22:50:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-03 22:50:00 [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 2026-04-03 22:50:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-03 22:50:02 [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 2026-04-03 22:50:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-03 22:50:05 [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 2026-04-03 22:50:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-03 22:50:08 [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 2026-04-03 22:50:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-03 22:50:11 [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 2026-04-03 22:50:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-03 22:50:15 [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 2026-04-03 22:50:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-03 22:50:17 [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 2026-04-03 22:50:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-03 22:50:21 [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 2026-04-03 22:50:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-03 22:50:24 [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 2026-04-03 22:50:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-03 22:50:27 [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 2026-04-03 22:50:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-03 22:50:30 [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 2026-04-03 22:50:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-03 22:50:33 [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 2026-04-03 22:50:36 [INFO] [clio_4] [SEARCH] 8 annonces recuperees (total: 1513) 2026-04-03 22:50:36 [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 2026-04-03 22:50:38 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-03 22:50:38 [INFO] [clio_4] [SEARCH] Termine : 1513 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260403_224835.csv 2026-04-03 22:50:38 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260403_224835.csv 2026-04-03 22:50:38 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260403_224835.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-03 22:50:38 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-03 22:50:38 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 22:50:38 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260403_224835.csv 2026-04-03 22:50:38 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:50:41 [INFO] [clio_4] [IMPORT] 1513 lus, 1513 inseres, 0 ignores, 0 erreurs 2026-04-03 22:50:41 [INFO] [clio_4] [IMPORT] TOTAL : 1513 lus, 1513 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:50:41 [INFO] [clio_4] [IMPORT] 10024 annonces en base 2026-04-03 22:50:41 [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_20260403_224835.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260403_224835.csv, Brand: renault, Model: clio_4 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] 1504 list_id lus dans le CSV. 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] 1572 annonces actives en base pour renault clio_4. 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] 68 annonce(s) marquées indisponibles. 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] CSV: 1504, Actives DB: 1572, Absentes: 68 2026-04-03 22:50:41 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 68 2026-04-03 22:50:41 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-03 22:50:41 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-03 22:50:41 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:50:41 [INFO] [clio_4] [DETAIL] 60 annonce(s) à enrichir (modèle: clio_4) 2026-04-03 22:50:59 [INFO] [clio_4] [DETAIL] Progression : 10/60 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-03 22:51:19 [INFO] [clio_4] [DETAIL] Progression : 20/60 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-03 22:51:38 [INFO] [clio_4] [DETAIL] Progression : 30/60 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-03 22:51:57 [INFO] [clio_4] [DETAIL] Progression : 40/60 (enrichies: 40, introuvables: 0, erreurs: 0) 2026-04-03 22:52:17 [INFO] [clio_4] [DETAIL] Progression : 50/60 (enrichies: 50, introuvables: 0, erreurs: 0) 2026-04-03 22:52:38 [INFO] [clio_4] [DETAIL] Progression : 60/60 (enrichies: 60, introuvables: 0, erreurs: 0) 2026-04-03 22:52:38 [INFO] [clio_4] [DETAIL] RESULTAT : 60 traitee(s), 60 enrichies, 0 introuvables, 0 erreurs 2026-04-03 22:52:38 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-03 22:52:39 [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 2026-04-03 22:52:44 [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. 2026-04-03 22:52:44 [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. 2026-04-03 22:52:45 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:52:46 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 59 2026-04-03 22:54:31 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 22:54:31 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-03 22:55:58 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 22:55:58 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 29 resultats extraits (modele=gpt-5-nano) 2026-04-03 22:55:58 [INFO] [clio_4] [STATS] Resultats extraits : 59 2026-04-03 22:55:58 [INFO] [clio_4] [STATS] Evaluations inserees : 59 2026-04-03 22:55:59 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 22:55:59 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-03 22:55:59 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-03 22:56:00 [INFO] [clio_4] [STATS] ads.deal_columns : 3563 annonces mises à jour 2026-04-03 22:56:00 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 199.5s — 3563 annonces (run #294) — Modele: clio_4 2026-04-03 22:56:01 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-03 22:56:02 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:56:02 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 22:56:02 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 22:56:02 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-03 22:56:02 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-03 22:56:02 [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 2026-04-03 22:56:03 [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 2026-04-03 22:56:05 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 22:56:05 [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 2026-04-03 22:56:09 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 22:56:09 [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 2026-04-03 22:56:14 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 22:56:14 [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 2026-04-03 22:56:16 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 22:56:16 [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 2026-04-03 22:56:18 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 22:56:18 [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 2026-04-03 22:56:21 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-03 22:56:21 [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 2026-04-03 22:56:23 [INFO] [i20] [SEARCH] 20 annonces recuperees (total: 230) 2026-04-03 22:56:23 [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 2026-04-03 22:56:25 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-03 22:56:25 [INFO] [i20] [SEARCH] Termine : 230 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260403_225603.csv 2026-04-03 22:56:25 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260403_225603.csv 2026-04-03 22:56:25 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260403_225603.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-03 22:56:25 [INFO] [i20] [IMPORT] Model override : i20 2026-04-03 22:56:25 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 22:56:25 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260403_225603.csv 2026-04-03 22:56:25 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:56:26 [INFO] [i20] [IMPORT] 230 lus, 230 inseres, 0 ignores, 0 erreurs 2026-04-03 22:56:26 [INFO] [i20] [IMPORT] TOTAL : 230 lus, 230 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:56:26 [INFO] [i20] [IMPORT] 10032 annonces en base 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260403_225603.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260403_225603.csv, Brand: hyundai, Model: i20 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] 230 list_id lus dans le CSV. 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] 244 annonces actives en base pour hyundai i20. 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] 14 annonce(s) marquées indisponibles. 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] CSV: 230, Actives DB: 244, Absentes: 14 2026-04-03 22:56:26 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 14 2026-04-03 22:56:26 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-03 22:56:26 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-03 22:56:26 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:56:26 [INFO] [i20] [DETAIL] 8 annonce(s) à enrichir (modèle: i20) 2026-04-03 22:56:44 [INFO] [i20] [DETAIL] RESULTAT : 8 traitee(s), 8 enrichies, 0 introuvables, 0 erreurs 2026-04-03 22:56:44 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-03 22:56:44 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-03 22:56:47 [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. 2026-04-03 22:56:47 [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. 2026-04-03 22:56:48 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:56:48 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 8 2026-04-03 22:57:40 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 22:57:40 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 8 resultats extraits (modele=gpt-5-nano) 2026-04-03 22:57:40 [INFO] [i20] [STATS] Resultats extraits : 8 2026-04-03 22:57:40 [INFO] [i20] [STATS] Evaluations inserees : 8 2026-04-03 22:57:41 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 22:57:41 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-03 22:57:41 [INFO] [i20] [STATS] referentiel_prix : 43 segments insérés 2026-04-03 22:57:41 [INFO] [i20] [STATS] ads.deal_columns : 424 annonces mises à jour 2026-04-03 22:57:41 [INFO] [i20] [STATS] ANALYSE TERMINEE en 56.9s — 424 annonces (run #295) — Modele: i20 2026-04-03 22:57:41 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-03 22:57:42 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:57:42 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 22:57:42 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 22:57:42 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-03 22:57:42 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-03 22:57:42 [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 2026-04-03 22:57:42 [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 2026-04-03 22:57:45 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 22:57:45 [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 2026-04-03 22:57:48 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 22:57:48 [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 2026-04-03 22:57:50 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 22:57:50 [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 2026-04-03 22:57:55 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 22:57:55 [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 2026-04-03 22:57:59 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 22:57:59 [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 2026-04-03 22:58:01 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-03 22:58:01 [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 2026-04-03 22:58:04 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-03 22:58:04 [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 2026-04-03 22:58:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-03 22:58:07 [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 2026-04-03 22:58:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-03 22:58:09 [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 2026-04-03 22:58:11 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-03 22:58:11 [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 2026-04-03 22:58:14 [INFO] [berlingo] [SEARCH] 12 annonces recuperees (total: 362) 2026-04-03 22:58:14 [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 2026-04-03 22:58:15 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-03 22:58:15 [INFO] [berlingo] [SEARCH] Termine : 362 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260403_225742.csv 2026-04-03 22:58:15 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260403_225742.csv 2026-04-03 22:58:15 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260403_225742.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260403_225742.csv 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] 362 lus, 362 inseres, 0 ignores, 0 erreurs 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] TOTAL : 362 lus, 362 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:58:16 [INFO] [berlingo] [IMPORT] 10053 annonces en base 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260403_225742.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260403_225742.csv, Brand: citroen, Model: berlingo 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] 361 list_id lus dans le CSV. 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] 372 annonces actives en base pour citroen berlingo. 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] 11 annonce(s) marquées indisponibles. 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] CSV: 361, Actives DB: 372, Absentes: 11 2026-04-03 22:58:16 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 11 2026-04-03 22:58:16 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-03 22:58:16 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-03 22:58:16 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 22:58:16 [INFO] [berlingo] [DETAIL] 21 annonce(s) à enrichir (modèle: berlingo) 2026-04-03 22:58:41 [INFO] [berlingo] [DETAIL] Progression : 10/21 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-03 22:59:01 [INFO] [berlingo] [DETAIL] Progression : 20/21 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-03 22:59:03 [INFO] [berlingo] [DETAIL] RESULTAT : 21 traitee(s), 21 enrichies, 0 introuvables, 0 erreurs 2026-04-03 22:59:03 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-03 22:59:04 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-03 22:59:07 [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. 2026-04-03 22:59:07 [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. 2026-04-03 22:59:08 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:59:08 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 21 2026-04-03 22:59:57 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 22:59:57 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 21 resultats extraits (modele=gpt-5-nano) 2026-04-03 22:59:57 [INFO] [berlingo] [STATS] Resultats extraits : 21 2026-04-03 22:59:57 [INFO] [berlingo] [STATS] Evaluations inserees : 21 2026-04-03 22:59:58 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 22:59:58 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-03 22:59:58 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-03 22:59:58 [INFO] [berlingo] [STATS] ads.deal_columns : 629 annonces mises à jour 2026-04-03 22:59:58 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 54.0s — 629 annonces (run #296) — Modele: berlingo 2026-04-03 22:59:59 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-03 22:59:59 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 22:59:59 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 22:59:59 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 22:59:59 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-03 22:59:59 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-03 22:59:59 [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 2026-04-03 22:59:59 [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 2026-04-03 23:00:02 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 23:00:02 [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 2026-04-03 23:00:05 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 23:00:05 [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 2026-04-03 23:00:08 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 23:00:08 [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 2026-04-03 23:00:10 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 23:00:10 [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 2026-04-03 23:00:13 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 23:00:13 [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 2026-04-03 23:00:15 [INFO] [c4] [SEARCH] 28 annonces recuperees (total: 203) 2026-04-03 23:00:15 [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 2026-04-03 23:00:16 [INFO] [c4] [SEARCH] Page 7 : aucune annonce, arret de la pagination. 2026-04-03 23:00:16 [INFO] [c4] [SEARCH] Termine : 203 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260403_225959.csv 2026-04-03 23:00:16 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260403_225959.csv 2026-04-03 23:00:16 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260403_225959.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-03 23:00:16 [INFO] [c4] [IMPORT] Model override : c4 2026-04-03 23:00:16 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 23:00:16 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260403_225959.csv 2026-04-03 23:00:16 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:00:17 [INFO] [c4] [IMPORT] 203 lus, 203 inseres, 0 ignores, 0 erreurs 2026-04-03 23:00:17 [INFO] [c4] [IMPORT] TOTAL : 203 lus, 203 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:00:17 [INFO] [c4] [IMPORT] 10062 annonces en base 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260403_225959.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260403_225959.csv, Brand: citroen, Model: c4 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] 203 list_id lus dans le CSV. 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] 215 annonces actives en base pour citroen c4. 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] 12 annonce(s) marquées indisponibles. 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] CSV: 203, Actives DB: 215, Absentes: 12 2026-04-03 23:00:17 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 12 2026-04-03 23:00:17 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-03 23:00:17 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-03 23:00:17 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:00:17 [INFO] [c4] [DETAIL] 9 annonce(s) à enrichir (modèle: c4) 2026-04-03 23:00:35 [INFO] [c4] [DETAIL] RESULTAT : 9 traitee(s), 9 enrichies, 0 introuvables, 0 erreurs 2026-04-03 23:00:35 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-03 23:00:35 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-03 23:00:38 [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. 2026-04-03 23:00:38 [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. 2026-04-03 23:00:39 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:00:39 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 9 2026-04-03 23:01:39 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 502 Bad Gateway" 2026-04-03 23:01:39 [INFO] [c4] [STATS] Retrying request to /chat/completions in 0.494492 seconds 2026-04-03 23:02:20 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:02:20 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 9 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:02:20 [INFO] [c4] [STATS] Resultats extraits : 9 2026-04-03 23:02:20 [INFO] [c4] [STATS] Evaluations inserees : 9 2026-04-03 23:02:20 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 23:02:20 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-03 23:02:20 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-03 23:02:20 [INFO] [c4] [STATS] ads.deal_columns : 385 annonces mises à jour 2026-04-03 23:02:20 [INFO] [c4] [STATS] ANALYSE TERMINEE en 104.5s — 385 annonces (run #297) — Modele: c4 2026-04-03 23:02:21 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-03 23:02:21 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:02:21 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 23:02:21 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 23:02:21 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-03 23:02:21 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-03 23:02:21 [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 2026-04-03 23:02:22 [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 2026-04-03 23:02:24 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 23:02:24 [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 2026-04-03 23:02:29 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 23:02:29 [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 2026-04-03 23:02:31 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 23:02:31 [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 2026-04-03 23:02:34 [INFO] [scenic] [SEARCH] 27 annonces recuperees (total: 132) 2026-04-03 23:02:34 [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 2026-04-03 23:02:36 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-03 23:02:36 [INFO] [scenic] [SEARCH] Termine : 132 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260403_230222.csv 2026-04-03 23:02:36 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260403_230222.csv 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260403_230222.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260403_230222.csv 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] 132 lus, 132 inseres, 0 ignores, 0 erreurs 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] TOTAL : 132 lus, 132 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:02:36 [INFO] [scenic] [IMPORT] 10065 annonces en base 2026-04-03 23:02:36 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260403_230222.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260403_230222.csv, Brand: renault, Model: scenic 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] 132 list_id lus dans le CSV. 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] 139 annonces actives en base pour renault scenic. 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] CSV: 132, Actives DB: 139, Absentes: 7 2026-04-03 23:02:37 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 7 2026-04-03 23:02:37 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-03 23:02:37 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-03 23:02:37 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:02:37 [INFO] [scenic] [DETAIL] 3 annonce(s) à enrichir (modèle: scenic) 2026-04-03 23:02:42 [INFO] [scenic] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-03 23:02:42 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-03 23:02:42 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-03 23:02:45 [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. 2026-04-03 23:02:45 [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. 2026-04-03 23:02:46 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:02:46 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 3 2026-04-03 23:03:08 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:03:08 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:03:08 [INFO] [scenic] [STATS] Resultats extraits : 3 2026-04-03 23:03:08 [INFO] [scenic] [STATS] Evaluations inserees : 3 2026-04-03 23:03:08 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 23:03:08 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-03 23:03:08 [INFO] [scenic] [STATS] referentiel_prix : 24 segments insérés 2026-04-03 23:03:08 [INFO] [scenic] [STATS] ads.deal_columns : 258 annonces mises à jour 2026-04-03 23:03:08 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 25.9s — 258 annonces (run #298) — Modele: scenic 2026-04-03 23:03:09 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-03 23:03:09 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:03:09 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 23:03:09 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 23:03:09 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-03 23:03:09 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-03 23:03:09 [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 2026-04-03 23:03:10 [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 2026-04-03 23:03:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 23:03:12 [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 2026-04-03 23:03:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 23:03:16 [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 2026-04-03 23:03:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 23:03:19 [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 2026-04-03 23:03:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 23:03:21 [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 2026-04-03 23:03:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 23:03:24 [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 2026-04-03 23:03:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-03 23:03:28 [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 2026-04-03 23:03:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-03 23:03:30 [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 2026-04-03 23:03:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-03 23:03:32 [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 2026-04-03 23:03:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-03 23:03:35 [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 2026-04-03 23:03:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-03 23:03:37 [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 2026-04-03 23:03:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-03 23:03:39 [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 2026-04-03 23:03:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-03 23:03:41 [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 2026-04-03 23:03:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-03 23:03:44 [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 2026-04-03 23:03:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-03 23:03:46 [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 2026-04-03 23:03:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-03 23:03:49 [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 2026-04-03 23:03:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-03 23:03:51 [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 2026-04-03 23:03:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-03 23:03:55 [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 2026-04-03 23:03:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-03 23:03:58 [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 2026-04-03 23:04:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-03 23:04:00 [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 2026-04-03 23:04:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-03 23:04:03 [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 2026-04-03 23:04:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-03 23:04:05 [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 2026-04-03 23:04:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-03 23:04:07 [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 2026-04-03 23:04:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-03 23:04:10 [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 2026-04-03 23:04:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-03 23:04:14 [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 2026-04-03 23:04:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-03 23:04:17 [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 2026-04-03 23:04:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-03 23:04:19 [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 2026-04-03 23:04:22 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-03 23:04:22 [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 2026-04-03 23:04:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-03 23:04:24 [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 2026-04-03 23:04:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-03 23:04:27 [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 2026-04-03 23:04:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-03 23:04:29 [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 2026-04-03 23:04:31 [INFO] [5008] [SEARCH] 10 annonces recuperees (total: 1060) 2026-04-03 23:04:31 [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 2026-04-03 23:04:34 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-04-03 23:04:34 [INFO] [5008] [SEARCH] Termine : 1060 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260403_230310.csv 2026-04-03 23:04:34 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260403_230310.csv 2026-04-03 23:04:34 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260403_230310.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-03 23:04:34 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-03 23:04:34 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 23:04:34 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260403_230310.csv 2026-04-03 23:04:34 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:04:36 [INFO] [5008] [IMPORT] 1060 lus, 1060 inseres, 0 ignores, 0 erreurs 2026-04-03 23:04:36 [INFO] [5008] [IMPORT] TOTAL : 1060 lus, 1060 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:04:36 [INFO] [5008] [IMPORT] 10098 annonces en base 2026-04-03 23:04:36 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260403_230310.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260403_230310.csv, Brand: peugeot, Model: 5008 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] 1048 list_id lus dans le CSV. 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] 1106 annonces actives en base pour peugeot 5008. 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] 58 annonce(s) marquées indisponibles. 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] CSV: 1048, Actives DB: 1106, Absentes: 58 2026-04-03 23:04:37 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 58 2026-04-03 23:04:37 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-03 23:04:37 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-03 23:04:37 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:04:37 [INFO] [5008] [DETAIL] 34 annonce(s) à enrichir (modèle: 5008) 2026-04-03 23:04:55 [INFO] [5008] [DETAIL] Progression : 10/34 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-03 23:05:15 [INFO] [5008] [DETAIL] Progression : 20/34 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-03 23:05:37 [INFO] [5008] [DETAIL] Progression : 30/34 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-03 23:05:45 [INFO] [5008] [DETAIL] RESULTAT : 34 traitee(s), 34 enrichies, 0 introuvables, 0 erreurs 2026-04-03 23:05:45 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-03 23:05:45 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-03 23:05:48 [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. 2026-04-03 23:05:48 [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. 2026-04-03 23:05:49 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:05:49 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 33 2026-04-03 23:07:13 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:07:13 [INFO] [5008] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:07:36 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:07:36 [INFO] [5008] [STATS] LLM OUTPUT batch 2/2: 3 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:07:36 [INFO] [5008] [STATS] Resultats extraits : 33 2026-04-03 23:07:36 [INFO] [5008] [STATS] PureTech flaggues : 1 2026-04-03 23:07:36 [INFO] [5008] [STATS] Evaluations inserees : 33 2026-04-03 23:07:37 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 23:07:37 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-03 23:07:37 [INFO] [5008] [STATS] referentiel_prix : 73 segments insérés 2026-04-03 23:07:38 [INFO] [5008] [STATS] ads.deal_columns : 2132 annonces mises à jour 2026-04-03 23:07:38 [INFO] [5008] [STATS] ANALYSE TERMINEE en 111.6s — 2132 annonces (run #299) — Modele: 5008 2026-04-03 23:07:38 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-03 23:07:39 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:07:39 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 23:07:39 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 23:07:39 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-03 23:07:39 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-03 23:07:39 [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 2026-04-03 23:07:39 [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 2026-04-03 23:07:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 23:07:42 [INFO] [fiesta] [SEARCH] Recuperation de la page 2 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=2 2026-04-03 23:07:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 23:07:44 [INFO] [fiesta] [SEARCH] Recuperation de la page 3 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=3 2026-04-03 23:07:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 23:07:47 [INFO] [fiesta] [SEARCH] Recuperation de la page 4 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=4 2026-04-03 23:07:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-03 23:07:50 [INFO] [fiesta] [SEARCH] Recuperation de la page 5 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=5 2026-04-03 23:07:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-03 23:07:52 [INFO] [fiesta] [SEARCH] Recuperation de la page 6 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=6 2026-04-03 23:07:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-03 23:07:55 [INFO] [fiesta] [SEARCH] Recuperation de la page 7 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=7 2026-04-03 23:07:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-03 23:07:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 8 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=8 2026-04-03 23:08:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-03 23:08:01 [INFO] [fiesta] [SEARCH] Recuperation de la page 9 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=9 2026-04-03 23:08:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-03 23:08:03 [INFO] [fiesta] [SEARCH] Recuperation de la page 10 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=10 2026-04-03 23:08:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-03 23:08:05 [INFO] [fiesta] [SEARCH] Recuperation de la page 11 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=11 2026-04-03 23:08:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-03 23:08:08 [INFO] [fiesta] [SEARCH] Recuperation de la page 12 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=12 2026-04-03 23:08:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-03 23:08:10 [INFO] [fiesta] [SEARCH] Recuperation de la page 13 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=13 2026-04-03 23:08:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-03 23:08:12 [INFO] [fiesta] [SEARCH] Recuperation de la page 14 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=14 2026-04-03 23:08:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-03 23:08:15 [INFO] [fiesta] [SEARCH] Recuperation de la page 15 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=15 2026-04-03 23:08:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-03 23:08:17 [INFO] [fiesta] [SEARCH] Recuperation de la page 16 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=16 2026-04-03 23:08:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-03 23:08:20 [INFO] [fiesta] [SEARCH] Recuperation de la page 17 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=17 2026-04-03 23:08:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-03 23:08:23 [INFO] [fiesta] [SEARCH] Recuperation de la page 18 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=18 2026-04-03 23:08:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-03 23:08:25 [INFO] [fiesta] [SEARCH] Recuperation de la page 19 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=19 2026-04-03 23:08:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-03 23:08:29 [INFO] [fiesta] [SEARCH] Recuperation de la page 20 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=20 2026-04-03 23:08:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-03 23:08:32 [INFO] [fiesta] [SEARCH] Recuperation de la page 21 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=21 2026-04-03 23:08:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-03 23:08:34 [INFO] [fiesta] [SEARCH] Recuperation de la page 22 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=22 2026-04-03 23:08:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-03 23:08:37 [INFO] [fiesta] [SEARCH] Recuperation de la page 23 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=23 2026-04-03 23:08:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-03 23:08:40 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 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=24 2026-04-03 23:08:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-03 23:08:42 [INFO] [fiesta] [SEARCH] Recuperation de la page 25 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=25 2026-04-03 23:08:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-03 23:08:45 [INFO] [fiesta] [SEARCH] Recuperation de la page 26 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=26 2026-04-03 23:08:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-03 23:08:47 [INFO] [fiesta] [SEARCH] Recuperation de la page 27 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=27 2026-04-03 23:08:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-03 23:08:50 [INFO] [fiesta] [SEARCH] Recuperation de la page 28 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=28 2026-04-03 23:08:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-03 23:08:53 [INFO] [fiesta] [SEARCH] Recuperation de la page 29 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=29 2026-04-03 23:08:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-03 23:08:55 [INFO] [fiesta] [SEARCH] Recuperation de la page 30 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=30 2026-04-03 23:08:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-03 23:08:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 31 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=31 2026-04-03 23:09:00 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-03 23:09:00 [INFO] [fiesta] [SEARCH] Recuperation de la page 32 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=32 2026-04-03 23:09:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-03 23:09:03 [INFO] [fiesta] [SEARCH] Recuperation de la page 33 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=33 2026-04-03 23:09:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-03 23:09:11 [INFO] [fiesta] [SEARCH] Recuperation de la page 34 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=34 2026-04-03 23:09:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-03 23:09:14 [INFO] [fiesta] [SEARCH] Recuperation de la page 35 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=35 2026-04-03 23:09:16 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-03 23:09:16 [INFO] [fiesta] [SEARCH] Recuperation de la page 36 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=36 2026-04-03 23:09:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-03 23:09:19 [INFO] [fiesta] [SEARCH] Recuperation de la page 37 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=37 2026-04-03 23:09:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-03 23:09:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 38 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=38 2026-04-03 23:09:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-03 23:09:25 [INFO] [fiesta] [SEARCH] Recuperation de la page 39 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=39 2026-04-03 23:09:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-03 23:09:28 [INFO] [fiesta] [SEARCH] Recuperation de la page 40 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=40 2026-04-03 23:09:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-03 23:09:31 [INFO] [fiesta] [SEARCH] Recuperation de la page 41 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=41 2026-04-03 23:09:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-03 23:09:33 [INFO] [fiesta] [SEARCH] Recuperation de la page 42 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=42 2026-04-03 23:09:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-03 23:09:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 43 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=43 2026-04-03 23:09:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-03 23:09:37 [INFO] [fiesta] [SEARCH] Recuperation de la page 44 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=44 2026-04-03 23:09:39 [INFO] [fiesta] [SEARCH] 33 annonces recuperees (total: 1538) 2026-04-03 23:09:39 [INFO] [fiesta] [SEARCH] Recuperation de la page 45 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=45 2026-04-03 23:09:41 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-03 23:09:41 [INFO] [fiesta] [SEARCH] Termine : 1538 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260403_230739.csv 2026-04-03 23:09:41 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260403_230739.csv 2026-04-03 23:09:41 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260403_230739.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-03 23:09:41 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-03 23:09:41 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 23:09:41 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260403_230739.csv 2026-04-03 23:09:41 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:09:44 [INFO] [fiesta] [IMPORT] 1538 lus, 1538 inseres, 0 ignores, 0 erreurs 2026-04-03 23:09:44 [INFO] [fiesta] [IMPORT] TOTAL : 1538 lus, 1538 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:09:44 [INFO] [fiesta] [IMPORT] 10140 annonces en base 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260403_230739.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260403_230739.csv, Brand: ford, Model: fiesta 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] 1519 list_id lus dans le CSV. 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] 1584 annonces actives en base pour ford fiesta. 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] 65 annonce(s) marquées indisponibles. 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] CSV: 1519, Actives DB: 1584, Absentes: 65 2026-04-03 23:09:44 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 65 2026-04-03 23:09:44 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-03 23:09:44 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-03 23:09:44 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:09:44 [INFO] [fiesta] [DETAIL] 42 annonce(s) à enrichir (modèle: fiesta) 2026-04-03 23:10:04 [INFO] [fiesta] [DETAIL] Progression : 10/42 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-03 23:10:26 [INFO] [fiesta] [DETAIL] Progression : 20/42 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-03 23:10:44 [INFO] [fiesta] [DETAIL] Progression : 30/42 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-03 23:11:02 [INFO] [fiesta] [DETAIL] Progression : 40/42 (enrichies: 40, introuvables: 0, erreurs: 0) 2026-04-03 23:11:06 [INFO] [fiesta] [DETAIL] RESULTAT : 42 traitee(s), 42 enrichies, 0 introuvables, 0 erreurs 2026-04-03 23:11:06 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-03 23:11:06 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-03 23:11:10 [INFO] [fiesta] [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. 2026-04-03 23:11:10 [INFO] [fiesta] [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. 2026-04-03 23:11:11 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:11:11 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 42 2026-04-03 23:12:21 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:12:21 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:12:58 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:12:58 [INFO] [fiesta] [STATS] LLM OUTPUT batch 2/2: 12 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:12:58 [INFO] [fiesta] [STATS] Resultats extraits : 42 2026-04-03 23:12:58 [INFO] [fiesta] [STATS] Evaluations inserees : 42 2026-04-03 23:12:59 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 23:12:59 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-03 23:13:00 [INFO] [fiesta] [STATS] referentiel_prix : 55 segments insérés 2026-04-03 23:13:00 [INFO] [fiesta] [STATS] ads.deal_columns : 2371 annonces mises à jour 2026-04-03 23:13:00 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 112.6s — 2371 annonces (run #300) — Modele: fiesta 2026-04-03 23:13:01 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-03 23:13:01 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:13:01 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 23:13:01 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 23:13:01 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-03 23:13:01 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-03 23:13:01 [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 2026-04-03 23:13:02 [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 2026-04-03 23:13:04 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-03 23:13:04 [INFO] [nv200] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=2 2026-04-03 23:13:06 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-03 23:13:06 [INFO] [nv200] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=3 2026-04-03 23:13:09 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-03 23:13:09 [INFO] [nv200] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=4 2026-04-03 23:13:11 [INFO] [nv200] [SEARCH] 2 annonces recuperees (total: 107) 2026-04-03 23:13:11 [INFO] [nv200] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=5 2026-04-03 23:13:13 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-03 23:13:13 [INFO] [nv200] [SEARCH] Termine : 107 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260403_231302.csv 2026-04-03 23:13:13 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260403_231302.csv 2026-04-03 23:13:13 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260403_231302.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-03 23:13:13 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-03 23:13:13 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-03 23:13:13 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260403_231302.csv 2026-04-03 23:13:13 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:13:14 [INFO] [nv200] [IMPORT] 107 lus, 107 inseres, 0 ignores, 0 erreurs 2026-04-03 23:13:14 [INFO] [nv200] [IMPORT] TOTAL : 107 lus, 107 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:13:14 [INFO] [nv200] [IMPORT] 10148 annonces en base 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260403_231302.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260403_231302.csv, Brand: nissan, Model: nv200 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] 107 list_id lus dans le CSV. 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] 111 annonces actives en base pour nissan nv200. 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] CSV: 107, Actives DB: 111, Absentes: 4 2026-04-03 23:13:14 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 4 2026-04-03 23:13:14 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-03 23:13:14 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-03 23:13:14 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-03 23:13:14 [INFO] [nv200] [DETAIL] 8 annonce(s) à enrichir (modèle: nv200) 2026-04-03 23:13:40 [INFO] [nv200] [DETAIL] RESULTAT : 8 traitee(s), 8 enrichies, 0 introuvables, 0 erreurs 2026-04-03 23:13:40 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-03 23:13:41 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-03 23:13:44 [INFO] [nv200] [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. 2026-04-03 23:13:44 [INFO] [nv200] [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. 2026-04-03 23:13:44 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:13:44 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 8 2026-04-03 23:14:04 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-03 23:14:04 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 8 resultats extraits (modele=gpt-5-nano) 2026-04-03 23:14:04 [INFO] [nv200] [STATS] Resultats extraits : 8 2026-04-03 23:14:04 [INFO] [nv200] [STATS] Evaluations inserees : 8 2026-04-03 23:14:04 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-03 23:14:04 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-03 23:14:04 [INFO] [nv200] [STATS] referentiel_prix : 49 segments insérés 2026-04-03 23:14:04 [INFO] [nv200] [STATS] ads.deal_columns : 233 annonces mises à jour 2026-04-03 23:14:04 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 23.4s — 233 annonces (run #301) — Modele: nv200 2026-04-03 23:14:05 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-03 23:14:05 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-03 23:14:05 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-03 23:14:05 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-03 23:14:05 [INFO] [nv200] [LLM] .env restaure 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-03 23:14:05 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260403_224834/_summary.json