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Log : 20260416_200000
OK
Durée : 1097s
8 OK
5341 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-16 20:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-16 20:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-16 20:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-16 20:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-16 20:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-16 20:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:00:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-04-16 20:00:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:00:06 [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 2026-04-16 20:00:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:00:08 [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 2026-04-16 20:00:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:00:11 [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 2026-04-16 20:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:00:13 [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 2026-04-16 20:00:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:00:16 [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 2026-04-16 20:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-16 20:00:19 [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 2026-04-16 20:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-16 20:00:21 [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 2026-04-16 20:00:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-16 20:00:23 [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 2026-04-16 20:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-16 20:00:26 [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 2026-04-16 20:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-16 20:00:28 [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 2026-04-16 20:00:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-16 20:00:33 [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 2026-04-16 20:00:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-16 20:00:36 [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 2026-04-16 20:00:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-16 20:00:39 [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 2026-04-16 20:00:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-16 20:00:41 [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 2026-04-16 20:00:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-16 20:00:43 [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 2026-04-16 20:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-16 20:00:45 [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 2026-04-16 20:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-16 20:00:47 [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 2026-04-16 20:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-16 20:00:50 [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 2026-04-16 20:00:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-16 20:00:52 [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 2026-04-16 20:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-16 20:00:55 [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 2026-04-16 20:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-16 20:00:58 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-16 20:01:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-16 20:01:01 [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 2026-04-16 20:01:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-16 20:01:04 [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 2026-04-16 20:01:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-16 20:01:06 [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 2026-04-16 20:01:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-16 20:01:08 [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 2026-04-16 20:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-16 20:01:12 [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 2026-04-16 20:01:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-16 20:01:15 [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 2026-04-16 20:01:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-16 20:01:18 [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 2026-04-16 20:01:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-16 20:01:21 [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 2026-04-16 20:01:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-16 20:01:24 [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 2026-04-16 20:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-16 20:01:28 [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 2026-04-16 20:01:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-16 20:01:31 [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 2026-04-16 20:01:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-16 20:01:34 [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 2026-04-16 20:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-16 20:01:36 [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 2026-04-16 20:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-16 20:01:39 [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 2026-04-16 20:01:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-16 20:01:41 [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 2026-04-16 20:01:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-16 20:01:45 [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 2026-04-16 20:01:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-16 20:01:56 [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 2026-04-16 20:02:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-16 20:02:19 [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 2026-04-16 20:02:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-16 20:02:21 [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 2026-04-16 20:02:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-16 20:02:24 [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 2026-04-16 20:02:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-16 20:02:27 [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 2026-04-16 20:02:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-16 20:02:32 [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 2026-04-16 20:02:35 [INFO] [clio_4] [SEARCH] 34 annonces recuperees (total: 1574) 2026-04-16 20:02:35 [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 2026-04-16 20:02:38 [INFO] [clio_4] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-16 20:02:38 [INFO] [clio_4] [SEARCH] Termine : 1574 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260416_200000.csv 2026-04-16 20:02:38 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260416_200000.csv 2026-04-16 20:02:38 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260416_200000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-16 20:02:38 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-16 20:02:38 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:02:38 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260416_200000.csv 2026-04-16 20:02:38 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:02:40 [INFO] [clio_4] [IMPORT] 1574 lus, 1574 inseres, 0 ignores, 0 erreurs 2026-04-16 20:02:40 [INFO] [clio_4] [IMPORT] TOTAL : 1574 lus, 1574 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:02:40 [INFO] [clio_4] [IMPORT] 12789 annonces en base 2026-04-16 20:02:40 [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_20260416_200000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:02:40 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260416_200000.csv, Brand: renault, Model: clio_4 2026-04-16 20:02:41 [INFO] [clio_4] [AVAILABILITY] 1559 list_id lus dans le CSV. 2026-04-16 20:02:41 [INFO] [clio_4] [AVAILABILITY] 1600 annonces actives en base pour renault clio_4. 2026-04-16 20:02:41 [INFO] [clio_4] [AVAILABILITY] 41 annonce(s) marquées indisponibles. 2026-04-16 20:02:41 [INFO] [clio_4] [AVAILABILITY] CSV: 1559, Actives DB: 1600, Absentes: 41 2026-04-16 20:02:41 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 41 2026-04-16 20:02:41 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-16 20:02:41 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-16 20:02:41 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:02:41 [INFO] [clio_4] [DETAIL] 33 annonce(s) à enrichir (modèle: clio_4) 2026-04-16 20:03:02 [INFO] [clio_4] [DETAIL] Progression : 10/33 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-16 20:03:22 [INFO] [clio_4] [DETAIL] Progression : 20/33 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-16 20:03:44 [INFO] [clio_4] [DETAIL] Progression : 30/33 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-16 20:03:49 [INFO] [clio_4] [DETAIL] RESULTAT : 33 traitee(s), 33 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:03:49 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-16 20:03:49 [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 2026-04-16 20:03:53 [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. 2026-04-16 20:03:53 [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. 2026-04-16 20:03:54 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:03:54 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 33 2026-04-16 20:05:19 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:05:19 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:05:32 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:05:32 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 3 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:05:32 [INFO] [clio_4] [STATS] Resultats extraits : 33 2026-04-16 20:05:33 [INFO] [clio_4] [STATS] Evaluations inserees : 33 2026-04-16 20:05:33 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:05:33 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:05:34 [INFO] [clio_4] [STATS] referentiel_prix : 52 segments insérés 2026-04-16 20:05:34 [INFO] [clio_4] [STATS] ads.deal_columns : 4525 annonces mises à jour 2026-04-16 20:05:34 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 103.8s — 4525 annonces (run #597) — Modele: clio_4 2026-04-16 20:05:35 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-16 20:05:35 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:05:35 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:05:35 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:05:35 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-16 20:05:35 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-16 20:05:35 [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 2026-04-16 20:05:36 [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 2026-04-16 20:05:39 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:05:39 [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 2026-04-16 20:05:41 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:05:41 [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 2026-04-16 20:05:43 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:05:43 [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 2026-04-16 20:05:46 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:05:46 [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 2026-04-16 20:05:48 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:05:48 [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 2026-04-16 20:05:51 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:05:51 [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 2026-04-16 20:05:53 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-16 20:05:53 [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 2026-04-16 20:05:56 [INFO] [i20] [SEARCH] 2 annonces recuperees (total: 247) 2026-04-16 20:05:56 [INFO] [i20] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=9 2026-04-16 20:05:57 [INFO] [i20] [SEARCH] Page 9 : aucune annonce, arret de la pagination. 2026-04-16 20:05:57 [INFO] [i20] [SEARCH] Termine : 247 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260416_200536.csv 2026-04-16 20:05:57 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260416_200536.csv 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260416_200536.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] Model override : i20 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260416_200536.csv 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] 247 lus, 247 inseres, 0 ignores, 0 erreurs 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] TOTAL : 247 lus, 247 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:05:57 [INFO] [i20] [IMPORT] 12791 annonces en base 2026-04-16 20:05:57 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260416_200536.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:05:57 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260416_200536.csv, Brand: hyundai, Model: i20 2026-04-16 20:05:58 [INFO] [i20] [AVAILABILITY] 247 list_id lus dans le CSV. 2026-04-16 20:05:58 [INFO] [i20] [AVAILABILITY] 254 annonces actives en base pour hyundai i20. 2026-04-16 20:05:58 [INFO] [i20] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-16 20:05:58 [INFO] [i20] [AVAILABILITY] CSV: 247, Actives DB: 254, Absentes: 7 2026-04-16 20:05:58 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 7 2026-04-16 20:05:58 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-16 20:05:58 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-16 20:05:58 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:05:58 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-16 20:06:02 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:06:02 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-16 20:06:03 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-16 20:06:06 [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. 2026-04-16 20:06:06 [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. 2026-04-16 20:06:07 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:06:07 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-16 20:06:31 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:06:31 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:06:31 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-16 20:06:31 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-16 20:06:32 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:06:32 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:06:32 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-16 20:06:32 [INFO] [i20] [STATS] ads.deal_columns : 560 annonces mises à jour 2026-04-16 20:06:32 [INFO] [i20] [STATS] ANALYSE TERMINEE en 29.1s — 560 annonces (run #598) — Modele: i20 2026-04-16 20:06:32 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-16 20:06:33 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:06:33 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:06:33 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:06:33 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-16 20:06:33 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-16 20:06:33 [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 2026-04-16 20:06:33 [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 2026-04-16 20:06:35 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:06:35 [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 2026-04-16 20:06:38 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:06:38 [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 2026-04-16 20:06:40 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:06:40 [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 2026-04-16 20:06:42 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:06:42 [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 2026-04-16 20:06:44 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:06:44 [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 2026-04-16 20:06:48 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:06:48 [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 2026-04-16 20:06:51 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-16 20:06:51 [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 2026-04-16 20:06:55 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-16 20:06:55 [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 2026-04-16 20:06:57 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-16 20:06:57 [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 2026-04-16 20:06:59 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-16 20:06:59 [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 2026-04-16 20:07:01 [INFO] [berlingo] [SEARCH] 22 annonces recuperees (total: 372) 2026-04-16 20:07:01 [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 2026-04-16 20:07:04 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-16 20:07:04 [INFO] [berlingo] [SEARCH] Termine : 372 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260416_200633.csv 2026-04-16 20:07:04 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260416_200633.csv 2026-04-16 20:07:04 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260416_200633.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-16 20:07:04 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-16 20:07:04 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:07:04 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260416_200633.csv 2026-04-16 20:07:04 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:07:05 [INFO] [berlingo] [IMPORT] 372 lus, 372 inseres, 0 ignores, 0 erreurs 2026-04-16 20:07:05 [INFO] [berlingo] [IMPORT] TOTAL : 372 lus, 372 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:07:05 [INFO] [berlingo] [IMPORT] 12796 annonces en base 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260416_200633.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260416_200633.csv, Brand: citroen, Model: berlingo 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] 372 list_id lus dans le CSV. 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] 374 annonces actives en base pour citroen berlingo. 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] CSV: 372, Actives DB: 374, Absentes: 2 2026-04-16 20:07:05 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 2 2026-04-16 20:07:05 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-16 20:07:05 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-16 20:07:05 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:07:05 [INFO] [berlingo] [DETAIL] 5 annonce(s) à enrichir (modèle: berlingo) 2026-04-16 20:07:23 [INFO] [berlingo] [DETAIL] RESULTAT : 5 traitee(s), 5 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:07:23 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-16 20:07:23 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-16 20:07:26 [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. 2026-04-16 20:07:26 [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. 2026-04-16 20:07:27 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:07:27 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 5 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 5 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] Resultats extraits : 5 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] Evaluations inserees : 5 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] referentiel_prix : 64 segments insérés 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] ads.deal_columns : 740 annonces mises à jour 2026-04-16 20:08:17 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 54.2s — 740 annonces (run #599) — Modele: berlingo 2026-04-16 20:08:18 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-16 20:08:18 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:08:18 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:08:18 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:08:18 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-16 20:08:18 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-16 20:08:18 [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 2026-04-16 20:08:19 [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 2026-04-16 20:08:25 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:08:25 [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 2026-04-16 20:08:28 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:08:28 [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 2026-04-16 20:08:30 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:08:30 [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 2026-04-16 20:08:34 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:08:34 [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 2026-04-16 20:08:36 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:08:36 [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 2026-04-16 20:08:38 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:08:38 [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 2026-04-16 20:08:40 [INFO] [c4] [SEARCH] 8 annonces recuperees (total: 218) 2026-04-16 20:08:40 [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 2026-04-16 20:08:45 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-16 20:08:45 [INFO] [c4] [SEARCH] Termine : 218 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260416_200819.csv 2026-04-16 20:08:45 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260416_200819.csv 2026-04-16 20:08:45 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260416_200819.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-16 20:08:45 [INFO] [c4] [IMPORT] Model override : c4 2026-04-16 20:08:45 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:08:45 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260416_200819.csv 2026-04-16 20:08:45 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:08:46 [INFO] [c4] [IMPORT] 218 lus, 218 inseres, 0 ignores, 0 erreurs 2026-04-16 20:08:46 [INFO] [c4] [IMPORT] TOTAL : 218 lus, 218 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:08:46 [INFO] [c4] [IMPORT] 12801 annonces en base 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260416_200819.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260416_200819.csv, Brand: citroen, Model: c4 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] 217 list_id lus dans le CSV. 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] 221 annonces actives en base pour citroen c4. 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] CSV: 217, Actives DB: 221, Absentes: 4 2026-04-16 20:08:46 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 4 2026-04-16 20:08:46 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-16 20:08:46 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-16 20:08:46 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:08:46 [INFO] [c4] [DETAIL] 5 annonce(s) à enrichir (modèle: c4) 2026-04-16 20:09:01 [INFO] [c4] [DETAIL] RESULTAT : 5 traitee(s), 5 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:09:01 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-16 20:09:02 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-16 20:09:05 [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. 2026-04-16 20:09:05 [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. 2026-04-16 20:09:05 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:09:05 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 5 2026-04-16 20:09:30 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:09:30 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 5 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:09:30 [INFO] [c4] [STATS] Resultats extraits : 5 2026-04-16 20:09:30 [INFO] [c4] [STATS] PureTech flaggues : 1 2026-04-16 20:09:30 [INFO] [c4] [STATS] Evaluations inserees : 5 2026-04-16 20:09:30 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:09:30 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:09:30 [INFO] [c4] [STATS] referentiel_prix : 31 segments insérés 2026-04-16 20:09:30 [INFO] [c4] [STATS] ads.deal_columns : 475 annonces mises à jour 2026-04-16 20:09:30 [INFO] [c4] [STATS] ANALYSE TERMINEE en 28.2s — 475 annonces (run #600) — Modele: c4 2026-04-16 20:09:31 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-16 20:09:31 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:09:31 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:09:31 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:09:31 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-16 20:09:31 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-16 20:09:31 [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 2026-04-16 20:09:32 [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 2026-04-16 20:09:34 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:09:34 [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 2026-04-16 20:09:36 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:09:36 [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 2026-04-16 20:09:39 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:09:39 [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 2026-04-16 20:09:41 [INFO] [scenic] [SEARCH] 24 annonces recuperees (total: 129) 2026-04-16 20:09:41 [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 2026-04-16 20:09:43 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-16 20:09:43 [INFO] [scenic] [SEARCH] Termine : 129 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260416_200932.csv 2026-04-16 20:09:43 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260416_200932.csv 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260416_200932.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260416_200932.csv 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] 129 lus, 129 inseres, 0 ignores, 0 erreurs 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] TOTAL : 129 lus, 129 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:09:43 [INFO] [scenic] [IMPORT] 12802 annonces en base 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260416_200932.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260416_200932.csv, Brand: renault, Model: scenic 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] 128 list_id lus dans le CSV. 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] 129 annonces actives en base pour renault scenic. 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] CSV: 128, Actives DB: 129, Absentes: 1 2026-04-16 20:09:43 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 1 2026-04-16 20:09:43 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-16 20:09:43 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-16 20:09:43 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:09:44 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-16 20:09:45 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:09:45 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-16 20:09:45 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-16 20:09:48 [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. 2026-04-16 20:09:48 [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. 2026-04-16 20:09:49 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:09:49 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-16 20:10:05 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:10:05 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:10:05 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-16 20:10:05 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-16 20:10:05 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:10:05 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:10:05 [INFO] [scenic] [STATS] referentiel_prix : 27 segments insérés 2026-04-16 20:10:05 [INFO] [scenic] [STATS] ads.deal_columns : 322 annonces mises à jour 2026-04-16 20:10:05 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 19.7s — 322 annonces (run #601) — Modele: scenic 2026-04-16 20:10:05 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-16 20:10:06 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:10:06 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:10:06 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:10:06 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-16 20:10:06 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-16 20:10:06 [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 2026-04-16 20:10:06 [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 2026-04-16 20:10:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:10:09 [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 2026-04-16 20:10:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:10:11 [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 2026-04-16 20:10:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:10:13 [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 2026-04-16 20:10:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:10:16 [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 2026-04-16 20:10:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:10:19 [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 2026-04-16 20:10:22 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:10:22 [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 2026-04-16 20:10:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-16 20:10:25 [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 2026-04-16 20:10:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-16 20:10:27 [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 2026-04-16 20:10:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-16 20:10:30 [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 2026-04-16 20:10:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-16 20:10:32 [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 2026-04-16 20:10:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-16 20:10:34 [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 2026-04-16 20:10:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-16 20:10:37 [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 2026-04-16 20:10:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-16 20:10:39 [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 2026-04-16 20:10:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-16 20:10:41 [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 2026-04-16 20:10:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-16 20:10:44 [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 2026-04-16 20:10:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-16 20:10:46 [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 2026-04-16 20:10:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-16 20:10:51 [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 2026-04-16 20:10:54 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-16 20:10:54 [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 2026-04-16 20:10:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-16 20:10:56 [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 2026-04-16 20:10:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-16 20:10:58 [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 2026-04-16 20:11:01 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-16 20:11:01 [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 2026-04-16 20:11:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-16 20:11:04 [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 2026-04-16 20:11:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-16 20:11:06 [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 2026-04-16 20:11:08 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-16 20:11:08 [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 2026-04-16 20:11:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-16 20:11:12 [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 2026-04-16 20:11:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-16 20:11:14 [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 2026-04-16 20:11:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-16 20:11:17 [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 2026-04-16 20:11:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-16 20:11:25 [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 2026-04-16 20:11:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-16 20:11:27 [INFO] [5008] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=30 2026-04-16 20:11:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-16 20:11:30 [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 2026-04-16 20:11:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-16 20:11:32 [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 2026-04-16 20:11:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-16 20:11:35 [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 2026-04-16 20:11:36 [INFO] [5008] [SEARCH] 2 annonces recuperees (total: 1122) 2026-04-16 20:11:36 [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 2026-04-16 20:11:38 [INFO] [5008] [SEARCH] Page 34 : aucune annonce, arret de la pagination. 2026-04-16 20:11:38 [INFO] [5008] [SEARCH] Termine : 1122 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260416_201006.csv 2026-04-16 20:11:38 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260416_201006.csv 2026-04-16 20:11:38 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260416_201006.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-16 20:11:38 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-16 20:11:38 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:11:38 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260416_201006.csv 2026-04-16 20:11:38 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:11:39 [INFO] [5008] [IMPORT] 1122 lus, 1122 inseres, 0 ignores, 0 erreurs 2026-04-16 20:11:39 [INFO] [5008] [IMPORT] TOTAL : 1122 lus, 1122 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:11:39 [INFO] [5008] [IMPORT] 12825 annonces en base 2026-04-16 20:11:39 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260416_201006.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260416_201006.csv, Brand: peugeot, Model: 5008 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] 1106 list_id lus dans le CSV. 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] 1141 annonces actives en base pour peugeot 5008. 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] 35 annonce(s) marquées indisponibles. 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] CSV: 1106, Actives DB: 1141, Absentes: 35 2026-04-16 20:11:40 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 35 2026-04-16 20:11:40 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-16 20:11:40 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-16 20:11:40 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:11:40 [INFO] [5008] [DETAIL] 23 annonce(s) à enrichir (modèle: 5008) 2026-04-16 20:12:03 [INFO] [5008] [DETAIL] Progression : 10/23 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-16 20:12:20 [INFO] [5008] [DETAIL] Progression : 20/23 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-16 20:12:27 [INFO] [5008] [DETAIL] RESULTAT : 23 traitee(s), 23 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:12:27 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-16 20:12:28 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-16 20:12:31 [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. 2026-04-16 20:12:31 [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. 2026-04-16 20:12:32 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:12:32 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 23 2026-04-16 20:13:42 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:13:42 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 23 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:13:42 [INFO] [5008] [STATS] Resultats extraits : 23 2026-04-16 20:13:42 [INFO] [5008] [STATS] PureTech flaggues : 1 2026-04-16 20:13:42 [INFO] [5008] [STATS] Evaluations inserees : 23 2026-04-16 20:13:43 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:13:43 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:13:43 [INFO] [5008] [STATS] referentiel_prix : 76 segments insérés 2026-04-16 20:13:44 [INFO] [5008] [STATS] ads.deal_columns : 2716 annonces mises à jour 2026-04-16 20:13:44 [INFO] [5008] [STATS] ANALYSE TERMINEE en 74.3s — 2716 annonces (run #602) — Modele: 5008 2026-04-16 20:13:44 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-16 20:13:45 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:13:45 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:13:45 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:13:45 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-16 20:13:45 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-16 20:13:45 [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 2026-04-16 20:13:45 [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 2026-04-16 20:13:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:13:53 [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 2026-04-16 20:13:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:13:55 [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 2026-04-16 20:13:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:13:59 [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 2026-04-16 20:14:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-16 20:14:03 [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 2026-04-16 20:14:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-16 20:14:05 [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 2026-04-16 20:14:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-16 20:14:07 [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 2026-04-16 20:14:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-16 20:14:10 [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 2026-04-16 20:14:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-16 20:14:13 [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 2026-04-16 20:14:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-16 20:14:15 [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 2026-04-16 20:14:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-16 20:14:18 [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 2026-04-16 20:14:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-16 20:14:20 [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 2026-04-16 20:14:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-16 20:14:22 [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 2026-04-16 20:14:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-16 20:14:26 [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 2026-04-16 20:14:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-16 20:14:29 [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 2026-04-16 20:14:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-16 20:14:32 [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 2026-04-16 20:14:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-16 20:14:35 [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 2026-04-16 20:14:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-16 20:14:37 [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 2026-04-16 20:14:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-16 20:14:40 [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 2026-04-16 20:14:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-16 20:14:42 [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 2026-04-16 20:14:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-16 20:14:44 [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 2026-04-16 20:14:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-16 20:14:47 [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 2026-04-16 20:14:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-16 20:14:49 [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 2026-04-16 20:14:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-16 20:14:51 [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 2026-04-16 20:14:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-16 20:14:53 [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 2026-04-16 20:14:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-16 20:14:56 [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 2026-04-16 20:14:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-16 20:14:58 [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 2026-04-16 20:15:00 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-16 20:15:00 [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 2026-04-16 20:15:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-16 20:15:03 [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 2026-04-16 20:15:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-16 20:15:05 [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 2026-04-16 20:15:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-16 20:15:08 [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 2026-04-16 20:15:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-16 20:15:10 [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 2026-04-16 20:15:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-16 20:15:13 [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 2026-04-16 20:15:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-16 20:15:15 [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 2026-04-16 20:15:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-16 20:15:18 [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 2026-04-16 20:15:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-16 20:15:20 [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 2026-04-16 20:15:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-16 20:15:23 [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 2026-04-16 20:15:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-16 20:15:25 [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 2026-04-16 20:15:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-16 20:15:28 [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 2026-04-16 20:15:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-16 20:15:31 [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 2026-04-16 20:15:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-16 20:15:34 [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 2026-04-16 20:15:36 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-16 20:15:36 [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 2026-04-16 20:15:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-16 20:15:41 [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 2026-04-16 20:15:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-16 20:15:44 [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 2026-04-16 20:15:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-16 20:15:46 [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 2026-04-16 20:15:48 [INFO] [fiesta] [SEARCH] 19 annonces recuperees (total: 1559) 2026-04-16 20:15:48 [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 2026-04-16 20:15:50 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-16 20:15:50 [INFO] [fiesta] [SEARCH] Termine : 1559 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260416_201345.csv 2026-04-16 20:15:50 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260416_201345.csv 2026-04-16 20:15:50 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260416_201345.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-16 20:15:50 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-16 20:15:50 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:15:50 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260416_201345.csv 2026-04-16 20:15:50 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:15:53 [INFO] [fiesta] [IMPORT] 1559 lus, 1559 inseres, 0 ignores, 0 erreurs 2026-04-16 20:15:53 [INFO] [fiesta] [IMPORT] TOTAL : 1559 lus, 1559 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:15:53 [INFO] [fiesta] [IMPORT] 12841 annonces en base 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260416_201345.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260416_201345.csv, Brand: ford, Model: fiesta 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] 1539 list_id lus dans le CSV. 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] 1573 annonces actives en base pour ford fiesta. 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] 34 annonce(s) marquées indisponibles. 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] CSV: 1539, Actives DB: 1573, Absentes: 34 2026-04-16 20:15:53 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 34 2026-04-16 20:15:53 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-16 20:15:53 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-16 20:15:53 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:15:54 [INFO] [fiesta] [DETAIL] 16 annonce(s) à enrichir (modèle: fiesta) 2026-04-16 20:16:12 [INFO] [fiesta] [DETAIL] Progression : 10/16 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-16 20:16:24 [INFO] [fiesta] [DETAIL] RESULTAT : 16 traitee(s), 16 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:16:24 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-16 20:16:25 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-16 20:16:28 [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. 2026-04-16 20:16:28 [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. 2026-04-16 20:16:29 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:16:29 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 16 2026-04-16 20:17:24 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:17:24 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 16 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:17:24 [INFO] [fiesta] [STATS] Resultats extraits : 16 2026-04-16 20:17:24 [INFO] [fiesta] [STATS] Evaluations inserees : 16 2026-04-16 20:17:25 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:17:25 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:17:25 [INFO] [fiesta] [STATS] referentiel_prix : 60 segments insérés 2026-04-16 20:17:26 [INFO] [fiesta] [STATS] ads.deal_columns : 3039 annonces mises à jour 2026-04-16 20:17:26 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 60.0s — 3039 annonces (run #603) — Modele: fiesta 2026-04-16 20:17:26 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-16 20:17:27 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:17:27 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:17:27 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:17:27 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-16 20:17:27 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-16 20:17:27 [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 2026-04-16 20:17:27 [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 2026-04-16 20:17:30 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-16 20:17:30 [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 2026-04-16 20:17:32 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-16 20:17:32 [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 2026-04-16 20:17:34 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-16 20:17:34 [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 2026-04-16 20:17:36 [INFO] [nv200] [SEARCH] 6 annonces recuperees (total: 111) 2026-04-16 20:17:36 [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 2026-04-16 20:17:38 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-16 20:17:38 [INFO] [nv200] [SEARCH] Termine : 111 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260416_201727.csv 2026-04-16 20:17:38 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260416_201727.csv 2026-04-16 20:17:38 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260416_201727.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-16 20:17:38 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-16 20:17:38 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-16 20:17:38 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260416_201727.csv 2026-04-16 20:17:38 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:17:39 [INFO] [nv200] [IMPORT] 111 lus, 111 inseres, 0 ignores, 0 erreurs 2026-04-16 20:17:39 [INFO] [nv200] [IMPORT] TOTAL : 111 lus, 111 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:17:39 [INFO] [nv200] [IMPORT] 12845 annonces en base 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260416_201727.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260416_201727.csv, Brand: nissan, Model: nv200 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] 110 list_id lus dans le CSV. 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] 112 annonces actives en base pour nissan nv200. 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] CSV: 110, Actives DB: 112, Absentes: 2 2026-04-16 20:17:39 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 2 2026-04-16 20:17:39 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-16 20:17:39 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-16 20:17:39 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-16 20:17:39 [INFO] [nv200] [DETAIL] 4 annonce(s) à enrichir (modèle: nv200) 2026-04-16 20:17:47 [INFO] [nv200] [DETAIL] RESULTAT : 4 traitee(s), 4 enrichies, 0 introuvables, 0 erreurs 2026-04-16 20:17:47 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-16 20:17:47 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-16 20:17:50 [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. 2026-04-16 20:17:50 [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. 2026-04-16 20:17:51 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:17:51 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 4 2026-04-16 20:18:15 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-16 20:18:15 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 4 resultats extraits (modele=gpt-5-nano) 2026-04-16 20:18:15 [INFO] [nv200] [STATS] Resultats extraits : 4 2026-04-16 20:18:15 [INFO] [nv200] [STATS] Evaluations inserees : 4 2026-04-16 20:18:15 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-16 20:18:15 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-16 20:18:15 [INFO] [nv200] [STATS] referentiel_prix : 54 segments insérés 2026-04-16 20:18:15 [INFO] [nv200] [STATS] ads.deal_columns : 297 annonces mises à jour 2026-04-16 20:18:15 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 27.6s — 297 annonces (run #604) — Modele: nv200 2026-04-16 20:18:16 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-16 20:18:16 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-16 20:18:16 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-16 20:18:16 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-16 20:18:16 [INFO] [nv200] [LLM] .env restaure 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-16 20:18:16 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260416_200000/_summary.json