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Log : 20260419_150524
OK
Durée : 619s
8 OK
5336 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-19 15:05:24 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-19 15:05:24 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-19 15:05:24 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-19 15:05:24 [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 2026-04-19 15:05:25 [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 2026-04-19 15:05:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:05:27 [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 2026-04-19 15:05:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:05:30 [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 2026-04-19 15:05:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:05:33 [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 2026-04-19 15:05:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:05:36 [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 2026-04-19 15:05:38 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:05:38 [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 2026-04-19 15:05:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:05:40 [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 2026-04-19 15:05:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 15:05:43 [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 2026-04-19 15:05:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 15:05:45 [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 2026-04-19 15:05:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 15:05:47 [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 2026-04-19 15:05:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 15:05:50 [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 2026-04-19 15:05:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 15:05:52 [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 2026-04-19 15:05:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 15:05:54 [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 2026-04-19 15:05:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 15:05:56 [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 2026-04-19 15:06:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 15:06:00 [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 2026-04-19 15:06:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 15:06:02 [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 2026-04-19 15:06:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 15:06:04 [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 2026-04-19 15:06:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 15:06:07 [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 2026-04-19 15:06:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 15:06:10 [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 2026-04-19 15:06:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 15:06:12 [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 2026-04-19 15:06:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 15:06:15 [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 2026-04-19 15:06:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 15:06:17 [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 2026-04-19 15:06:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 15:06:19 [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 2026-04-19 15:06:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 15:06:21 [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 2026-04-19 15:06:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 15:06:26 [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 2026-04-19 15:06:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 15:06:30 [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 2026-04-19 15:06:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 15:06:32 [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 2026-04-19 15:06:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 15:06:35 [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 2026-04-19 15:06:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 15:06:37 [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 2026-04-19 15:06:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 15:06:40 [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 2026-04-19 15:06:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 15:06:42 [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 2026-04-19 15:06:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 15:06:45 [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 2026-04-19 15:06:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 15:06:47 [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 2026-04-19 15:06:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-19 15:06:50 [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 2026-04-19 15:06:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-19 15:06:53 [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 2026-04-19 15:06:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-19 15:06:55 [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 2026-04-19 15:06:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-19 15:06:57 [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 2026-04-19 15:07:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-19 15:07:00 [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 2026-04-19 15:07:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-19 15:07:02 [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 2026-04-19 15:07:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-19 15:07:05 [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 2026-04-19 15:07:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-19 15:07:08 [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 2026-04-19 15:07:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-19 15:07:11 [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 2026-04-19 15:07:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-19 15:07:13 [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 2026-04-19 15:07:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-19 15:07:16 [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 2026-04-19 15:07:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-19 15:07:19 [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 2026-04-19 15:07:21 [INFO] [clio_4] [SEARCH] 16 annonces recuperees (total: 1556) 2026-04-19 15:07:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 46 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=46 2026-04-19 15:07:23 [INFO] [clio_4] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-19 15:07:23 [INFO] [clio_4] [SEARCH] Termine : 1556 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260419_150525.csv 2026-04-19 15:07:23 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260419_150525.csv 2026-04-19 15:07:23 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260419_150525.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-19 15:07:23 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-19 15:07:23 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:07:23 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260419_150525.csv 2026-04-19 15:07:23 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:07:27 [INFO] [clio_4] [IMPORT] 1556 lus, 1556 inseres, 0 ignores, 0 erreurs 2026-04-19 15:07:27 [INFO] [clio_4] [IMPORT] TOTAL : 1556 lus, 1556 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:07:27 [INFO] [clio_4] [IMPORT] 13369 annonces en base 2026-04-19 15:07:27 [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_20260419_150525.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260419_150525.csv, Brand: renault, Model: clio_4 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] 1544 list_id lus dans le CSV. 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] 1564 annonces actives en base pour renault clio_4. 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] 20 annonce(s) marquées indisponibles. 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] CSV: 1544, Actives DB: 1564, Absentes: 20 2026-04-19 15:07:27 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 20 2026-04-19 15:07:27 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-19 15:07:27 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-19 15:07:27 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:07:27 [INFO] [clio_4] [DETAIL] 7 annonce(s) à enrichir (modèle: clio_4) 2026-04-19 15:07:41 [INFO] [clio_4] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:07:41 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-19 15:07:42 [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 2026-04-19 15:07:48 [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. 2026-04-19 15:07:48 [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. 2026-04-19 15:07:49 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:07:49 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 7 2026-04-19 15:08:21 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 15:08:21 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-19 15:08:21 [INFO] [clio_4] [STATS] Resultats extraits : 7 2026-04-19 15:08:21 [INFO] [clio_4] [STATS] Evaluations inserees : 7 2026-04-19 15:08:22 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:08:22 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:08:23 [INFO] [clio_4] [STATS] referentiel_prix : 52 segments insérés 2026-04-19 15:08:23 [INFO] [clio_4] [STATS] ads.deal_columns : 4729 annonces mises à jour 2026-04-19 15:08:23 [INFO] [clio_4] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:08:23 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 39.2s — 4729 annonces (run #669) — Modele: clio_4 2026-04-19 15:08:24 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-19 15:08:24 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:08:24 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:08:24 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:08:24 [INFO] [clio_4] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:08:24 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-19 15:08:24 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-19 15:08:24 [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 2026-04-19 15:08:25 [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 2026-04-19 15:08:27 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:08:27 [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 2026-04-19 15:08:29 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:08:29 [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 2026-04-19 15:08:31 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:08:31 [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 2026-04-19 15:08:33 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:08:33 [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 2026-04-19 15:08:36 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:08:36 [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 2026-04-19 15:08:39 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:08:39 [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 2026-04-19 15:08:41 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 15:08:41 [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 2026-04-19 15:08:42 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-19 15:08:42 [INFO] [i20] [SEARCH] Termine : 245 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260419_150825.csv 2026-04-19 15:08:43 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260419_150825.csv 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260419_150825.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] Model override : i20 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260419_150825.csv 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] 245 lus, 245 inseres, 0 ignores, 0 erreurs 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] TOTAL : 245 lus, 245 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:08:43 [INFO] [i20] [IMPORT] 13370 annonces en base 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260419_150825.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260419_150825.csv, Brand: hyundai, Model: i20 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] 245 list_id lus dans le CSV. 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] 246 annonces actives en base pour hyundai i20. 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] CSV: 245, Actives DB: 246, Absentes: 1 2026-04-19 15:08:43 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 1 2026-04-19 15:08:43 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-19 15:08:43 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-19 15:08:43 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:08:43 [INFO] [i20] [DETAIL] 1 annonce(s) à enrichir (modèle: i20) 2026-04-19 15:08:44 [INFO] [i20] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:08:44 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-19 15:08:45 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-19 15:08:48 [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. 2026-04-19 15:08:48 [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. 2026-04-19 15:08:49 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:08:49 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 1 2026-04-19 15:08:56 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 15:08:56 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-19 15:08:56 [INFO] [i20] [STATS] Resultats extraits : 1 2026-04-19 15:08:56 [INFO] [i20] [STATS] Evaluations inserees : 1 2026-04-19 15:08:56 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:08:56 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:08:56 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-19 15:08:56 [INFO] [i20] [STATS] ads.deal_columns : 582 annonces mises à jour 2026-04-19 15:08:56 [INFO] [i20] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:08:56 [INFO] [i20] [STATS] ANALYSE TERMINEE en 11.2s — 582 annonces (run #670) — Modele: i20 2026-04-19 15:08:57 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-19 15:08:57 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:08:57 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:08:57 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:08:57 [INFO] [i20] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:08:57 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-19 15:08:57 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-19 15:08:57 [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 2026-04-19 15:08:58 [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 2026-04-19 15:09:00 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:09:00 [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 2026-04-19 15:09:02 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:09:02 [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 2026-04-19 15:09:04 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:09:04 [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 2026-04-19 15:09:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:09:07 [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 2026-04-19 15:09:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:09:09 [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 2026-04-19 15:09:11 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:09:11 [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 2026-04-19 15:09:13 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 15:09:13 [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 2026-04-19 15:09:16 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 15:09:16 [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 2026-04-19 15:09:19 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 15:09:19 [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 2026-04-19 15:09:21 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 15:09:21 [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 2026-04-19 15:09:23 [INFO] [berlingo] [SEARCH] 20 annonces recuperees (total: 370) 2026-04-19 15:09:23 [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 2026-04-19 15:09:25 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-19 15:09:25 [INFO] [berlingo] [SEARCH] Termine : 370 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260419_150858.csv 2026-04-19 15:09:25 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260419_150858.csv 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260419_150858.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260419_150858.csv 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] 370 lus, 370 inseres, 0 ignores, 0 erreurs 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] TOTAL : 370 lus, 370 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:25 [INFO] [berlingo] [IMPORT] 13370 annonces en base 2026-04-19 15:09:25 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260419_150858.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260419_150858.csv, Brand: citroen, Model: berlingo 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] 368 list_id lus dans le CSV. 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] 369 annonces actives en base pour citroen berlingo. 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] CSV: 368, Actives DB: 369, Absentes: 1 2026-04-19 15:09:26 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 1 2026-04-19 15:09:26 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-19 15:09:26 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-19 15:09:26 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:26 [INFO] [berlingo] [DETAIL] 0 annonce(s) à enrichir (modèle: berlingo) 2026-04-19 15:09:26 [INFO] [berlingo] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:09:26 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-19 15:09:26 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-19 15:09:29 [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. 2026-04-19 15:09:29 [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. 2026-04-19 15:09:30 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:09:30 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 0 2026-04-19 15:09:30 [INFO] [berlingo] [STATS] Toutes les annonces ont deja ete analysees. 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] referentiel_prix : 65 segments insérés 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] ads.deal_columns : 764 annonces mises à jour 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:09:31 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 4.4s — 764 annonces (run #671) — Modele: berlingo 2026-04-19 15:09:31 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-19 15:09:32 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:09:32 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:09:32 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:09:32 [INFO] [berlingo] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:09:32 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-19 15:09:32 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-19 15:09:32 [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 2026-04-19 15:09:32 [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 2026-04-19 15:09:35 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:09:35 [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 2026-04-19 15:09:38 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:09:38 [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 2026-04-19 15:09:40 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:09:40 [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 2026-04-19 15:09:42 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:09:42 [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 2026-04-19 15:09:47 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:09:47 [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 2026-04-19 15:09:49 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:09:49 [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 2026-04-19 15:09:51 [INFO] [c4] [SEARCH] 6 annonces recuperees (total: 216) 2026-04-19 15:09:51 [INFO] [c4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=8 2026-04-19 15:09:53 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-19 15:09:53 [INFO] [c4] [SEARCH] Termine : 216 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260419_150932.csv 2026-04-19 15:09:53 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260419_150932.csv 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260419_150932.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] Model override : c4 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260419_150932.csv 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] 216 lus, 216 inseres, 0 ignores, 0 erreurs 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] TOTAL : 216 lus, 216 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:53 [INFO] [c4] [IMPORT] 13370 annonces en base 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260419_150932.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260419_150932.csv, Brand: citroen, Model: c4 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] 216 list_id lus dans le CSV. 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] 216 annonces actives en base pour citroen c4. 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] Aucune annonce manquante — toutes présentes dans le crawl. 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] CSV: 216, Actives DB: 216, Absentes: 0 2026-04-19 15:09:53 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 0 2026-04-19 15:09:53 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-19 15:09:53 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-19 15:09:53 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:09:53 [INFO] [c4] [DETAIL] 0 annonce(s) à enrichir (modèle: c4) 2026-04-19 15:09:53 [INFO] [c4] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:09:54 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-19 15:09:54 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-19 15:09:57 [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. 2026-04-19 15:09:57 [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. 2026-04-19 15:09:58 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:09:58 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 0 2026-04-19 15:09:58 [INFO] [c4] [STATS] Toutes les annonces ont deja ete analysees. 2026-04-19 15:09:58 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:09:58 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:09:58 [INFO] [c4] [STATS] referentiel_prix : 31 segments insérés 2026-04-19 15:09:58 [INFO] [c4] [STATS] ads.deal_columns : 491 annonces mises à jour 2026-04-19 15:09:58 [INFO] [c4] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:09:58 [INFO] [c4] [STATS] ANALYSE TERMINEE en 4.1s — 491 annonces (run #672) — Modele: c4 2026-04-19 15:09:58 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-19 15:09:59 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:09:59 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:09:59 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:09:59 [INFO] [c4] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:09:59 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-19 15:09:59 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-19 15:09:59 [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 2026-04-19 15:09:59 [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 2026-04-19 15:10:07 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:10:07 [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 2026-04-19 15:10:10 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:10:10 [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 2026-04-19 15:10:13 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:10:13 [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 2026-04-19 15:10:25 [INFO] [scenic] [SEARCH] 29 annonces recuperees (total: 134) 2026-04-19 15:10:25 [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 2026-04-19 15:10:27 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-19 15:10:27 [INFO] [scenic] [SEARCH] Termine : 134 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260419_150959.csv 2026-04-19 15:10:27 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260419_150959.csv 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260419_150959.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260419_150959.csv 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] 134 lus, 134 inseres, 0 ignores, 0 erreurs 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] TOTAL : 134 lus, 134 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:10:27 [INFO] [scenic] [IMPORT] 13372 annonces en base 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260419_150959.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260419_150959.csv, Brand: renault, Model: scenic 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] 134 list_id lus dans le CSV. 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] 135 annonces actives en base pour renault scenic. 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] CSV: 134, Actives DB: 135, Absentes: 1 2026-04-19 15:10:27 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 1 2026-04-19 15:10:27 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-19 15:10:27 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-19 15:10:27 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:10:28 [INFO] [scenic] [DETAIL] 2 annonce(s) à enrichir (modèle: scenic) 2026-04-19 15:10:31 [INFO] [scenic] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:10:31 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-19 15:10:31 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-19 15:10:34 [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. 2026-04-19 15:10:34 [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. 2026-04-19 15:10:35 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:10:35 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 2 2026-04-19 15:10:49 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 15:10:49 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-19 15:10:49 [INFO] [scenic] [STATS] Resultats extraits : 2 2026-04-19 15:10:49 [INFO] [scenic] [STATS] Evaluations inserees : 2 2026-04-19 15:10:49 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:10:49 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:10:49 [INFO] [scenic] [STATS] referentiel_prix : 27 segments insérés 2026-04-19 15:10:49 [INFO] [scenic] [STATS] ads.deal_columns : 338 annonces mises à jour 2026-04-19 15:10:49 [INFO] [scenic] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:10:49 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 17.7s — 338 annonces (run #673) — Modele: scenic 2026-04-19 15:10:49 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-19 15:10:50 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:10:50 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:10:50 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:10:50 [INFO] [scenic] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:10:50 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-19 15:10:50 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-19 15:10:50 [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 2026-04-19 15:10:50 [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 2026-04-19 15:10:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:10:53 [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 2026-04-19 15:10:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:10:55 [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 2026-04-19 15:10:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:10:58 [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 2026-04-19 15:11:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:11:00 [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 2026-04-19 15:11:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:11:03 [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 2026-04-19 15:11:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:11:06 [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 2026-04-19 15:11:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 15:11:09 [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 2026-04-19 15:11:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 15:11:11 [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 2026-04-19 15:11:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 15:11:13 [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 2026-04-19 15:11:15 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 15:11:15 [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 2026-04-19 15:11:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 15:11:18 [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 2026-04-19 15:11:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 15:11:20 [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 2026-04-19 15:11:22 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 15:11:22 [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 2026-04-19 15:11:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 15:11:25 [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 2026-04-19 15:11:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 15:11:27 [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 2026-04-19 15:11:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 15:11:29 [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 2026-04-19 15:11:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 15:11:32 [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 2026-04-19 15:11:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 15:11:34 [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 2026-04-19 15:11:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 15:11:38 [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 2026-04-19 15:11:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 15:11:40 [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 2026-04-19 15:11:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 15:11:43 [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 2026-04-19 15:11:45 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 15:11:45 [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 2026-04-19 15:11:47 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 15:11:47 [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 2026-04-19 15:11:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 15:11:50 [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 2026-04-19 15:11:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 15:11:52 [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 2026-04-19 15:11:57 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 15:11:57 [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 2026-04-19 15:12:02 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 15:12:02 [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 2026-04-19 15:12:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 15:12:06 [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 2026-04-19 15:12:08 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 15:12:08 [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 2026-04-19 15:12:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 15:12:12 [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 2026-04-19 15:12:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 15:12:14 [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 2026-04-19 15:12:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 15:12:18 [INFO] [5008] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=33 2026-04-19 15:12:20 [INFO] [5008] [SEARCH] 1 annonces recuperees (total: 1121) 2026-04-19 15:12:20 [INFO] [5008] [SEARCH] Recuperation de la page 34 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=34 2026-04-19 15:12:21 [INFO] [5008] [SEARCH] Page 34 : aucune annonce, arret de la pagination. 2026-04-19 15:12:21 [INFO] [5008] [SEARCH] Termine : 1121 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260419_151050.csv 2026-04-19 15:12:21 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260419_151050.csv 2026-04-19 15:12:21 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260419_151050.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-19 15:12:21 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-19 15:12:21 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:12:21 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260419_151050.csv 2026-04-19 15:12:21 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:12:24 [INFO] [5008] [IMPORT] 1121 lus, 1121 inseres, 0 ignores, 0 erreurs 2026-04-19 15:12:24 [INFO] [5008] [IMPORT] TOTAL : 1121 lus, 1121 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:12:24 [INFO] [5008] [IMPORT] 13374 annonces en base 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260419_151050.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260419_151050.csv, Brand: peugeot, Model: 5008 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] 1100 list_id lus dans le CSV. 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] 1119 annonces actives en base pour peugeot 5008. 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] 19 annonce(s) marquées indisponibles. 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] CSV: 1100, Actives DB: 1119, Absentes: 19 2026-04-19 15:12:24 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 19 2026-04-19 15:12:24 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-19 15:12:24 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-19 15:12:24 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:12:24 [INFO] [5008] [DETAIL] 2 annonce(s) à enrichir (modèle: 5008) 2026-04-19 15:12:28 [INFO] [5008] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:12:28 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-19 15:12:28 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-19 15:12:32 [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. 2026-04-19 15:12:32 [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. 2026-04-19 15:12:33 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:12:33 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 2 2026-04-19 15:12:49 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 15:12:49 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-19 15:12:49 [INFO] [5008] [STATS] Resultats extraits : 2 2026-04-19 15:12:49 [INFO] [5008] [STATS] Evaluations inserees : 2 2026-04-19 15:12:50 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:12:50 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:12:50 [INFO] [5008] [STATS] referentiel_prix : 77 segments insérés 2026-04-19 15:12:50 [INFO] [5008] [STATS] ads.deal_columns : 2837 annonces mises à jour 2026-04-19 15:12:50 [INFO] [5008] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:12:50 [INFO] [5008] [STATS] ANALYSE TERMINEE en 21.5s — 2837 annonces (run #674) — Modele: 5008 2026-04-19 15:12:51 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-19 15:12:51 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:12:51 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:12:51 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:12:52 [INFO] [5008] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:12:52 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-19 15:12:52 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-19 15:12:52 [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 2026-04-19 15:12:52 [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 2026-04-19 15:12:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:12:55 [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 2026-04-19 15:12:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:12:58 [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 2026-04-19 15:13:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:13:01 [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 2026-04-19 15:13:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 15:13:05 [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 2026-04-19 15:13:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 15:13:08 [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 2026-04-19 15:13:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 15:13:10 [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 2026-04-19 15:13:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 15:13:12 [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 2026-04-19 15:13:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 15:13:14 [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 2026-04-19 15:13:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 15:13:17 [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 2026-04-19 15:13:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 15:13:19 [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 2026-04-19 15:13:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 15:13:21 [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 2026-04-19 15:13:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 15:13:23 [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 2026-04-19 15:13:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 15:13:25 [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 2026-04-19 15:13:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 15:13:29 [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 2026-04-19 15:13:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 15:13:31 [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 2026-04-19 15:13:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 15:13:34 [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 2026-04-19 15:13:36 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 15:13:36 [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 2026-04-19 15:13:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 15:13:38 [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 2026-04-19 15:13:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 15:13:41 [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 2026-04-19 15:13:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 15:13:43 [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 2026-04-19 15:13:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 15:13:46 [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 2026-04-19 15:13:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 15:13:48 [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 2026-04-19 15:13:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 15:13:50 [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 2026-04-19 15:13:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 15:13:53 [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 2026-04-19 15:13:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 15:13:56 [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 2026-04-19 15:13:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 15:13:59 [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 2026-04-19 15:14:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 15:14:01 [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 2026-04-19 15:14:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 15:14:04 [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 2026-04-19 15:14:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 15:14:07 [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 2026-04-19 15:14:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 15:14:09 [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 2026-04-19 15:14:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 15:14:11 [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 2026-04-19 15:14:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 15:14:14 [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 2026-04-19 15:14:16 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-19 15:14:16 [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 2026-04-19 15:14:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-19 15:14:19 [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 2026-04-19 15:14:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-19 15:14:21 [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 2026-04-19 15:14:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-19 15:14:24 [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 2026-04-19 15:14:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-19 15:14:26 [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 2026-04-19 15:14:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-19 15:14:28 [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 2026-04-19 15:14:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-19 15:14:30 [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 2026-04-19 15:14:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-19 15:14:32 [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 2026-04-19 15:14:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-19 15:14:35 [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 2026-04-19 15:14:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-19 15:14:38 [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 2026-04-19 15:14:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-19 15:14:40 [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 2026-04-19 15:14:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-19 15:14:42 [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 2026-04-19 15:14:44 [INFO] [fiesta] [SEARCH] 32 annonces recuperees (total: 1572) 2026-04-19 15:14:44 [INFO] [fiesta] [SEARCH] Recuperation de la page 46 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=46 2026-04-19 15:14:46 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-19 15:14:46 [INFO] [fiesta] [SEARCH] Termine : 1572 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260419_151252.csv 2026-04-19 15:14:46 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260419_151252.csv 2026-04-19 15:14:46 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260419_151252.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-19 15:14:46 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-19 15:14:46 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:14:46 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260419_151252.csv 2026-04-19 15:14:46 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:14:49 [INFO] [fiesta] [IMPORT] 1572 lus, 1572 inseres, 0 ignores, 0 erreurs 2026-04-19 15:14:49 [INFO] [fiesta] [IMPORT] TOTAL : 1572 lus, 1572 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:14:49 [INFO] [fiesta] [IMPORT] 13380 annonces en base 2026-04-19 15:14:49 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260419_151252.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:14:49 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260419_151252.csv, Brand: ford, Model: fiesta 2026-04-19 15:14:50 [INFO] [fiesta] [AVAILABILITY] 1538 list_id lus dans le CSV. 2026-04-19 15:14:50 [INFO] [fiesta] [AVAILABILITY] 1572 annonces actives en base pour ford fiesta. 2026-04-19 15:14:50 [INFO] [fiesta] [AVAILABILITY] 34 annonce(s) marquées indisponibles. 2026-04-19 15:14:50 [INFO] [fiesta] [AVAILABILITY] CSV: 1538, Actives DB: 1572, Absentes: 34 2026-04-19 15:14:50 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 34 2026-04-19 15:14:50 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-19 15:14:50 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-19 15:14:50 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:14:50 [INFO] [fiesta] [DETAIL] 6 annonce(s) à enrichir (modèle: fiesta) 2026-04-19 15:15:01 [INFO] [fiesta] [DETAIL] RESULTAT : 6 traitee(s), 6 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:15:02 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-19 15:15:02 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-19 15:15:06 [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. 2026-04-19 15:15:06 [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. 2026-04-19 15:15:06 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:15:07 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 6 2026-04-19 15:15:21 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 15:15:21 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 6 resultats extraits (modele=gpt-5-nano) 2026-04-19 15:15:21 [INFO] [fiesta] [STATS] Resultats extraits : 6 2026-04-19 15:15:21 [INFO] [fiesta] [STATS] Evaluations inserees : 6 2026-04-19 15:15:22 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:15:22 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:15:23 [INFO] [fiesta] [STATS] referentiel_prix : 60 segments insérés 2026-04-19 15:15:23 [INFO] [fiesta] [STATS] ads.deal_columns : 3156 annonces mises à jour 2026-04-19 15:15:23 [INFO] [fiesta] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:15:23 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 19.7s — 3156 annonces (run #675) — Modele: fiesta 2026-04-19 15:15:24 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-19 15:15:24 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:15:24 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:15:24 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:15:24 [INFO] [fiesta] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:15:24 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-19 15:15:24 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-19 15:15:24 [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 2026-04-19 15:15:25 [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 2026-04-19 15:15:29 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 15:15:29 [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 2026-04-19 15:15:31 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 15:15:31 [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 2026-04-19 15:15:33 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 15:15:33 [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 2026-04-19 15:15:35 [INFO] [nv200] [SEARCH] 3 annonces recuperees (total: 108) 2026-04-19 15:15:35 [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 2026-04-19 15:15:37 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-19 15:15:37 [INFO] [nv200] [SEARCH] Termine : 108 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260419_151525.csv 2026-04-19 15:15:37 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260419_151525.csv 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260419_151525.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260419_151525.csv 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] 108 lus, 108 inseres, 0 ignores, 0 erreurs 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] TOTAL : 108 lus, 108 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:15:37 [INFO] [nv200] [IMPORT] 13380 annonces en base 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260419_151525.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260419_151525.csv, Brand: nissan, Model: nv200 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] 108 list_id lus dans le CSV. 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] 108 annonces actives en base pour nissan nv200. 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] Aucune annonce manquante — toutes présentes dans le crawl. 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] CSV: 108, Actives DB: 108, Absentes: 0 2026-04-19 15:15:37 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 0 2026-04-19 15:15:37 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-19 15:15:37 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-19 15:15:37 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 15:15:37 [INFO] [nv200] [DETAIL] 0 annonce(s) à enrichir (modèle: nv200) 2026-04-19 15:15:37 [INFO] [nv200] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-04-19 15:15:37 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-19 15:15:37 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-19 15:15:40 [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. 2026-04-19 15:15:40 [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. 2026-04-19 15:15:41 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:15:41 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 0 2026-04-19 15:15:41 [INFO] [nv200] [STATS] Toutes les annonces ont deja ete analysees. 2026-04-19 15:15:42 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 15:15:42 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-19 15:15:42 [INFO] [nv200] [STATS] referentiel_prix : 54 segments insérés 2026-04-19 15:15:42 [INFO] [nv200] [STATS] ads.deal_columns : 311 annonces mises à jour 2026-04-19 15:15:42 [INFO] [nv200] [STATS] LLM_DESCRIPTION_ENABLED=false — M06 desc ignoré 2026-04-19 15:15:42 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 4.1s — 311 annonces (run #676) — Modele: nv200 2026-04-19 15:15:42 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-19 15:15:43 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 15:15:43 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 15:15:43 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 15:15:43 [INFO] [nv200] [LLM] LLM DESC desactive (LLM_DESCRIPTION_ENABLED=false) 2026-04-19 15:15:43 [INFO] [nv200] [LLM] .env restaure 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-19 15:15:43 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260419_150524/_summary.json