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Log : 20260419_080000
OK
Durée : 716s
8 OK
5316 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-19 08:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-19 08:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-19 08:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-19 08:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-19 08:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-19 08:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:00:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-04-19 08:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:00:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-19 08:00:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:00:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-19 08:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:00:13 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-19 08:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:00:15 [INFO] [clio_4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=6 2026-04-19 08:00:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:00:17 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-19 08:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 08:00:19 [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 2026-04-19 08:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 08:00:21 [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 2026-04-19 08:00:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 08:00:24 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-04-19 08:00:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 08:00:27 [INFO] [clio_4] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=11 2026-04-19 08:00:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 08:00:30 [INFO] [clio_4] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=12 2026-04-19 08:00:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 08:00:33 [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 2026-04-19 08:00:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 08:00:35 [INFO] [clio_4] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=14 2026-04-19 08:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 08:00:37 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-04-19 08:00:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 08:00:39 [INFO] [clio_4] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=16 2026-04-19 08:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 08:00:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=17 2026-04-19 08:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 08:00:44 [INFO] [clio_4] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=18 2026-04-19 08:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 08:00:47 [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 2026-04-19 08:00:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 08:00:49 [INFO] [clio_4] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=20 2026-04-19 08:00:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 08:00:51 [INFO] [clio_4] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=21 2026-04-19 08:00:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 08:00:53 [INFO] [clio_4] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=22 2026-04-19 08:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 08:00:55 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-19 08:00:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 08:00:57 [INFO] [clio_4] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=24 2026-04-19 08:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 08:01:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=25 2026-04-19 08:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 08:01:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=26 2026-04-19 08:01:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 08:01:09 [INFO] [clio_4] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=27 2026-04-19 08:01:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 08:01:11 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-19 08:01:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 08:01:13 [INFO] [clio_4] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=29 2026-04-19 08:01:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 08:01:16 [INFO] [clio_4] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=30 2026-04-19 08:01:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 08:01:18 [INFO] [clio_4] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=31 2026-04-19 08:01:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 08:01:20 [INFO] [clio_4] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=32 2026-04-19 08:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 08:01:23 [INFO] [clio_4] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=33 2026-04-19 08:01:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-19 08:01:25 [INFO] [clio_4] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=34 2026-04-19 08:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-19 08:01:30 [INFO] [clio_4] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=35 2026-04-19 08:01:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-19 08:01:34 [INFO] [clio_4] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=36 2026-04-19 08:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-19 08:01:36 [INFO] [clio_4] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=37 2026-04-19 08:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-19 08:01:39 [INFO] [clio_4] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=38 2026-04-19 08:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-19 08:01:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=39 2026-04-19 08:01:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-19 08:01:45 [INFO] [clio_4] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=40 2026-04-19 08:01:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-19 08:01:47 [INFO] [clio_4] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=41 2026-04-19 08:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-19 08:01:49 [INFO] [clio_4] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=42 2026-04-19 08:01:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-19 08:01:52 [INFO] [clio_4] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=43 2026-04-19 08:01:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-19 08:01:55 [INFO] [clio_4] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=44 2026-04-19 08:01:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-19 08:01:57 [INFO] [clio_4] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=45 2026-04-19 08:02:00 [INFO] [clio_4] [SEARCH] 18 annonces recuperees (total: 1558) 2026-04-19 08:02:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=46 2026-04-19 08:02:02 [INFO] [clio_4] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-19 08:02:02 [INFO] [clio_4] [SEARCH] Termine : 1558 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260419_080000.csv 2026-04-19 08:02:02 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260419_080000.csv 2026-04-19 08:02:02 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260419_080000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-19 08:02:02 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-19 08:02:02 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:02:02 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260419_080000.csv 2026-04-19 08:02:02 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:02:06 [INFO] [clio_4] [IMPORT] 1558 lus, 1558 inseres, 0 ignores, 0 erreurs 2026-04-19 08:02:06 [INFO] [clio_4] [IMPORT] TOTAL : 1558 lus, 1558 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:02:06 [INFO] [clio_4] [IMPORT] 13268 annonces en base 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_clio_4_20260419_080000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260419_080000.csv, Brand: renault, Model: clio_4 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] 1542 list_id lus dans le CSV. 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] 1581 annonces actives en base pour renault clio_4. 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] 39 annonce(s) marquées indisponibles. 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] CSV: 1542, Actives DB: 1581, Absentes: 39 2026-04-19 08:02:06 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 39 2026-04-19 08:02:06 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-19 08:02:06 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-19 08:02:06 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:02:06 [INFO] [clio_4] [DETAIL] 12 annonce(s) à enrichir (modèle: clio_4) 2026-04-19 08:02:28 [INFO] [clio_4] [DETAIL] Progression : 10/12 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-19 08:02:32 [INFO] [clio_4] [DETAIL] RESULTAT : 12 traitee(s), 12 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:02:32 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-19 08:02:32 [INFO] [clio_4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/clio_4/figures, Modele: clio_4, Graphiques: Non 2026-04-19 08:02:36 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:02:36 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:02:37 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:02:37 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 12 2026-04-19 08:03:08 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:03:08 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 12 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:03:08 [INFO] [clio_4] [STATS] Resultats extraits : 12 2026-04-19 08:03:08 [INFO] [clio_4] [STATS] Evaluations inserees : 12 2026-04-19 08:03:10 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:03:10 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:03:10 [INFO] [clio_4] [STATS] referentiel_prix : 52 segments insérés 2026-04-19 08:03:10 [INFO] [clio_4] [STATS] ads.deal_columns : 4692 annonces mises à jour 2026-04-19 08:03:10 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 36.4s — 4692 annonces (run #653) — Modele: clio_4 2026-04-19 08:03:11 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-19 08:03:11 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:03:11 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:03:11 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:03:11 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-19 08:03:11 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-19 08:03:11 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-04-19 08:03:12 [INFO] [i20] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=1 2026-04-19 08:03:14 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:03:14 [INFO] [i20] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=2 2026-04-19 08:03:16 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:03:16 [INFO] [i20] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=3 2026-04-19 08:03:19 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:03:19 [INFO] [i20] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=4 2026-04-19 08:03:21 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:03:21 [INFO] [i20] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=5 2026-04-19 08:03:24 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:03:24 [INFO] [i20] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=6 2026-04-19 08:03:26 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:03:26 [INFO] [i20] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=7 2026-04-19 08:03:30 [INFO] [i20] [SEARCH] 34 annonces recuperees (total: 244) 2026-04-19 08:03:30 [INFO] [i20] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=8 2026-04-19 08:03:32 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-19 08:03:32 [INFO] [i20] [SEARCH] Termine : 244 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260419_080312.csv 2026-04-19 08:03:32 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260419_080312.csv 2026-04-19 08:03:32 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260419_080312.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-19 08:03:32 [INFO] [i20] [IMPORT] Model override : i20 2026-04-19 08:03:32 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:03:32 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260419_080312.csv 2026-04-19 08:03:32 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:03:33 [INFO] [i20] [IMPORT] 244 lus, 244 inseres, 0 ignores, 0 erreurs 2026-04-19 08:03:33 [INFO] [i20] [IMPORT] TOTAL : 244 lus, 244 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:03:33 [INFO] [i20] [IMPORT] 13270 annonces en base 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260419_080312.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260419_080312.csv, Brand: hyundai, Model: i20 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] 244 list_id lus dans le CSV. 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] 246 annonces actives en base pour hyundai i20. 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] CSV: 244, Actives DB: 246, Absentes: 2 2026-04-19 08:03:33 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 2 2026-04-19 08:03:33 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-19 08:03:33 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-19 08:03:33 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:03:33 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-19 08:03:38 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:03:38 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-19 08:03:38 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-19 08:03:41 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:03:41 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:03:42 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:03:42 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-19 08:04:00 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:04:00 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:04:00 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-19 08:04:00 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-19 08:04:00 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:04:00 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:04:00 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-19 08:04:01 [INFO] [i20] [STATS] ads.deal_columns : 576 annonces mises à jour 2026-04-19 08:04:01 [INFO] [i20] [STATS] ANALYSE TERMINEE en 22.3s — 576 annonces (run #654) — Modele: i20 2026-04-19 08:04:01 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-19 08:04:01 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:04:02 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:04:02 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:04:02 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-19 08:04:02 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-19 08:04:02 [INFO] [berlingo] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model berlingo 2026-04-19 08:04:02 [INFO] [berlingo] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=1 2026-04-19 08:04:05 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:04:05 [INFO] [berlingo] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=2 2026-04-19 08:04:08 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:04:08 [INFO] [berlingo] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=3 2026-04-19 08:04:10 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:04:10 [INFO] [berlingo] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=4 2026-04-19 08:04:12 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:04:12 [INFO] [berlingo] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=5 2026-04-19 08:04:14 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:04:14 [INFO] [berlingo] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=6 2026-04-19 08:04:17 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:04:17 [INFO] [berlingo] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=7 2026-04-19 08:04:20 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 08:04:20 [INFO] [berlingo] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=8 2026-04-19 08:04:22 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 08:04:22 [INFO] [berlingo] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=9 2026-04-19 08:04:25 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 08:04:25 [INFO] [berlingo] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=10 2026-04-19 08:04:27 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 08:04:27 [INFO] [berlingo] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=11 2026-04-19 08:04:29 [INFO] [berlingo] [SEARCH] 19 annonces recuperees (total: 369) 2026-04-19 08:04:29 [INFO] [berlingo] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=12 2026-04-19 08:04:37 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-19 08:04:37 [INFO] [berlingo] [SEARCH] Termine : 369 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260419_080402.csv 2026-04-19 08:04:37 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260419_080402.csv 2026-04-19 08:04:37 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260419_080402.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-19 08:04:37 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-19 08:04:37 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:04:37 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260419_080402.csv 2026-04-19 08:04:37 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:04:38 [INFO] [berlingo] [IMPORT] 369 lus, 369 inseres, 0 ignores, 0 erreurs 2026-04-19 08:04:38 [INFO] [berlingo] [IMPORT] TOTAL : 369 lus, 369 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:04:38 [INFO] [berlingo] [IMPORT] 13271 annonces en base 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260419_080402.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260419_080402.csv, Brand: citroen, Model: berlingo 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] 368 list_id lus dans le CSV. 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] 370 annonces actives en base pour citroen berlingo. 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] CSV: 368, Actives DB: 370, Absentes: 2 2026-04-19 08:04:38 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 2 2026-04-19 08:04:38 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-19 08:04:38 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-19 08:04:38 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:04:38 [INFO] [berlingo] [DETAIL] 1 annonce(s) à enrichir (modèle: berlingo) 2026-04-19 08:04:40 [INFO] [berlingo] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:04:40 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-19 08:04:40 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-19 08:04:44 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:04:44 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:04:44 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:04:44 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 1 2026-04-19 08:04:50 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:04:50 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:04:50 [INFO] [berlingo] [STATS] Resultats extraits : 1 2026-04-19 08:04:50 [INFO] [berlingo] [STATS] Evaluations inserees : 1 2026-04-19 08:04:51 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:04:51 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:04:51 [INFO] [berlingo] [STATS] referentiel_prix : 65 segments insérés 2026-04-19 08:04:51 [INFO] [berlingo] [STATS] ads.deal_columns : 762 annonces mises à jour 2026-04-19 08:04:51 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 10.2s — 762 annonces (run #655) — Modele: berlingo 2026-04-19 08:04:51 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-19 08:04:52 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:04:52 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:04:52 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:04:52 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-19 08:04:52 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-19 08:04:52 [INFO] [c4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model c4 2026-04-19 08:04:52 [INFO] [c4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=1 2026-04-19 08:04:55 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:04:55 [INFO] [c4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=2 2026-04-19 08:05:00 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:05:00 [INFO] [c4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=3 2026-04-19 08:05:03 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:05:03 [INFO] [c4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=4 2026-04-19 08:05:05 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:05:05 [INFO] [c4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=5 2026-04-19 08:05:07 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:05:07 [INFO] [c4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=6 2026-04-19 08:05:09 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:05:09 [INFO] [c4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=7 2026-04-19 08:05:11 [INFO] [c4] [SEARCH] 4 annonces recuperees (total: 214) 2026-04-19 08:05:11 [INFO] [c4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=8 2026-04-19 08:05:13 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-19 08:05:13 [INFO] [c4] [SEARCH] Termine : 214 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260419_080452.csv 2026-04-19 08:05:13 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260419_080452.csv 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260419_080452.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] Model override : c4 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260419_080452.csv 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] 214 lus, 214 inseres, 0 ignores, 0 erreurs 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] TOTAL : 214 lus, 214 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:13 [INFO] [c4] [IMPORT] 13271 annonces en base 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260419_080452.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260419_080452.csv, Brand: citroen, Model: c4 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] 214 list_id lus dans le CSV. 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] 214 annonces actives en base pour citroen c4. 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] Aucune annonce manquante — toutes présentes dans le crawl. 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] CSV: 214, Actives DB: 214, Absentes: 0 2026-04-19 08:05:13 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 0 2026-04-19 08:05:13 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-19 08:05:14 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-19 08:05:14 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:14 [INFO] [c4] [DETAIL] 0 annonce(s) à enrichir (modèle: c4) 2026-04-19 08:05:14 [INFO] [c4] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:05:14 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-19 08:05:14 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-19 08:05:17 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:05:17 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:05:18 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:05:18 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 0 2026-04-19 08:05:18 [INFO] [c4] [STATS] Toutes les annonces ont deja ete analysees. 2026-04-19 08:05:18 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:05:18 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:05:18 [INFO] [c4] [STATS] referentiel_prix : 31 segments insérés 2026-04-19 08:05:18 [INFO] [c4] [STATS] ads.deal_columns : 489 annonces mises à jour 2026-04-19 08:05:18 [INFO] [c4] [STATS] ANALYSE TERMINEE en 4.1s — 489 annonces (run #656) — Modele: c4 2026-04-19 08:05:18 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-19 08:05:19 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:05:19 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:05:19 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:05:19 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-19 08:05:19 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-19 08:05:19 [INFO] [scenic] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model scenic 2026-04-19 08:05:19 [INFO] [scenic] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=1 2026-04-19 08:05:21 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:05:21 [INFO] [scenic] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=2 2026-04-19 08:05:23 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:05:23 [INFO] [scenic] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=3 2026-04-19 08:05:26 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:05:26 [INFO] [scenic] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=4 2026-04-19 08:05:29 [INFO] [scenic] [SEARCH] 26 annonces recuperees (total: 131) 2026-04-19 08:05:29 [INFO] [scenic] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=5 2026-04-19 08:05:30 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-19 08:05:30 [INFO] [scenic] [SEARCH] Termine : 131 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260419_080519.csv 2026-04-19 08:05:30 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260419_080519.csv 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260419_080519.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260419_080519.csv 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] 131 lus, 131 inseres, 0 ignores, 0 erreurs 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] TOTAL : 131 lus, 131 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:30 [INFO] [scenic] [IMPORT] 13272 annonces en base 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260419_080519.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260419_080519.csv, Brand: renault, Model: scenic 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] 130 list_id lus dans le CSV. 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] 131 annonces actives en base pour renault scenic. 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] CSV: 130, Actives DB: 131, Absentes: 1 2026-04-19 08:05:31 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 1 2026-04-19 08:05:31 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-19 08:05:31 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-19 08:05:31 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:05:31 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-19 08:05:32 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:05:32 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-19 08:05:32 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-19 08:05:35 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:05:35 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:05:36 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:05:36 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-19 08:05:49 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:05:49 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:05:49 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-19 08:05:49 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-19 08:05:49 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:05:49 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:05:49 [INFO] [scenic] [STATS] referentiel_prix : 27 segments insérés 2026-04-19 08:05:49 [INFO] [scenic] [STATS] ads.deal_columns : 334 annonces mises à jour 2026-04-19 08:05:49 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 16.7s — 334 annonces (run #657) — Modele: scenic 2026-04-19 08:05:50 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-19 08:05:50 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:05:50 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:05:50 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:05:50 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-19 08:05:50 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-19 08:05:50 [INFO] [5008] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model 5008 2026-04-19 08:05:51 [INFO] [5008] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=1 2026-04-19 08:05:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:05:53 [INFO] [5008] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=2 2026-04-19 08:05:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:05:56 [INFO] [5008] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=3 2026-04-19 08:06:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:06:00 [INFO] [5008] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=4 2026-04-19 08:06:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:06:03 [INFO] [5008] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=5 2026-04-19 08:06:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:06:05 [INFO] [5008] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=6 2026-04-19 08:06:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:06:10 [INFO] [5008] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=7 2026-04-19 08:06:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 08:06:12 [INFO] [5008] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=8 2026-04-19 08:06:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 08:06:14 [INFO] [5008] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=9 2026-04-19 08:06:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 08:06:16 [INFO] [5008] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=10 2026-04-19 08:06:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 08:06:18 [INFO] [5008] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=11 2026-04-19 08:06:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 08:06:23 [INFO] [5008] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=12 2026-04-19 08:06:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 08:06:25 [INFO] [5008] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=13 2026-04-19 08:06:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 08:06:27 [INFO] [5008] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=14 2026-04-19 08:06:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 08:06:29 [INFO] [5008] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=15 2026-04-19 08:06:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 08:06:31 [INFO] [5008] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=16 2026-04-19 08:06:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 08:06:33 [INFO] [5008] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=17 2026-04-19 08:06:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 08:06:36 [INFO] [5008] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=18 2026-04-19 08:06:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 08:06:38 [INFO] [5008] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=19 2026-04-19 08:06:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 08:06:40 [INFO] [5008] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=20 2026-04-19 08:06:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 08:06:44 [INFO] [5008] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=21 2026-04-19 08:06:47 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 08:06:47 [INFO] [5008] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=22 2026-04-19 08:06:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 08:06:49 [INFO] [5008] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=23 2026-04-19 08:06:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 08:06:52 [INFO] [5008] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=24 2026-04-19 08:06:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 08:06:55 [INFO] [5008] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=25 2026-04-19 08:06:59 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 08:06:59 [INFO] [5008] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=26 2026-04-19 08:07:01 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 08:07:01 [INFO] [5008] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=27 2026-04-19 08:07:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 08:07:03 [INFO] [5008] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=28 2026-04-19 08:07:08 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 08:07:08 [INFO] [5008] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=29 2026-04-19 08:07:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 08:07:10 [INFO] [5008] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=30 2026-04-19 08:07:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 08:07:13 [INFO] [5008] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=31 2026-04-19 08:07:15 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 08:07:15 [INFO] [5008] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=32 2026-04-19 08:07:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 08:07:19 [INFO] [5008] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=33 2026-04-19 08:07:20 [INFO] [5008] [SEARCH] 2 annonces recuperees (total: 1122) 2026-04-19 08:07:20 [INFO] [5008] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=34 2026-04-19 08:07:22 [INFO] [5008] [SEARCH] Page 34 : aucune annonce, arret de la pagination. 2026-04-19 08:07:22 [INFO] [5008] [SEARCH] Termine : 1122 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260419_080551.csv 2026-04-19 08:07:22 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260419_080551.csv 2026-04-19 08:07:22 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260419_080551.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-19 08:07:22 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-19 08:07:22 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:07:22 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260419_080551.csv 2026-04-19 08:07:22 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:07:25 [INFO] [5008] [IMPORT] 1122 lus, 1122 inseres, 0 ignores, 0 erreurs 2026-04-19 08:07:25 [INFO] [5008] [IMPORT] TOTAL : 1122 lus, 1122 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:07:25 [INFO] [5008] [IMPORT] 13286 annonces en base 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260419_080551.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260419_080551.csv, Brand: peugeot, Model: 5008 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] 1109 list_id lus dans le CSV. 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] 1138 annonces actives en base pour peugeot 5008. 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] 29 annonce(s) marquées indisponibles. 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] CSV: 1109, Actives DB: 1138, Absentes: 29 2026-04-19 08:07:25 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 29 2026-04-19 08:07:25 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-19 08:07:25 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-19 08:07:25 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:07:25 [INFO] [5008] [DETAIL] 14 annonce(s) à enrichir (modèle: 5008) 2026-04-19 08:07:45 [INFO] [5008] [DETAIL] Progression : 10/14 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-19 08:07:55 [INFO] [5008] [DETAIL] RESULTAT : 14 traitee(s), 14 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:07:55 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-19 08:07:55 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-19 08:07:59 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:07:59 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:08:00 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:08:00 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 14 2026-04-19 08:08:51 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:08:51 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 14 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:08:51 [INFO] [5008] [STATS] Resultats extraits : 14 2026-04-19 08:08:51 [INFO] [5008] [STATS] Evaluations inserees : 14 2026-04-19 08:08:51 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:08:51 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:08:51 [INFO] [5008] [STATS] referentiel_prix : 77 segments insérés 2026-04-19 08:08:52 [INFO] [5008] [STATS] ads.deal_columns : 2821 annonces mises à jour 2026-04-19 08:08:52 [INFO] [5008] [STATS] ANALYSE TERMINEE en 55.6s — 2821 annonces (run #658) — Modele: 5008 2026-04-19 08:08:52 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-19 08:08:53 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:08:53 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:08:53 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:08:53 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-19 08:08:53 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-19 08:08:53 [INFO] [fiesta] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model fiesta 2026-04-19 08:08:53 [INFO] [fiesta] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=1 2026-04-19 08:08:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:08:56 [INFO] [fiesta] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=2 2026-04-19 08:08:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:08:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=3 2026-04-19 08:09:02 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:09:02 [INFO] [fiesta] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=4 2026-04-19 08:09:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-19 08:09:05 [INFO] [fiesta] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=5 2026-04-19 08:09:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-19 08:09:07 [INFO] [fiesta] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=6 2026-04-19 08:09:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-19 08:09:09 [INFO] [fiesta] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=7 2026-04-19 08:09:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-19 08:09:11 [INFO] [fiesta] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=8 2026-04-19 08:09:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-19 08:09:13 [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 2026-04-19 08:09:16 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-19 08:09:16 [INFO] [fiesta] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=10 2026-04-19 08:09:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-19 08:09:18 [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 2026-04-19 08:09:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-19 08:09:20 [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 2026-04-19 08:09:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-19 08:09:22 [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 2026-04-19 08:09:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-19 08:09:25 [INFO] [fiesta] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=14 2026-04-19 08:09:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-19 08:09:27 [INFO] [fiesta] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=15 2026-04-19 08:09:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-19 08:09:29 [INFO] [fiesta] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=16 2026-04-19 08:09:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-19 08:09:32 [INFO] [fiesta] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=17 2026-04-19 08:09:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-19 08:09:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=18 2026-04-19 08:09:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-19 08:09:38 [INFO] [fiesta] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=19 2026-04-19 08:09:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-19 08:09:40 [INFO] [fiesta] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=20 2026-04-19 08:09:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-19 08:09:44 [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 2026-04-19 08:09:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-19 08:09:47 [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 2026-04-19 08:09:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-19 08:09:50 [INFO] [fiesta] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=23 2026-04-19 08:09:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-19 08:09:52 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=24 2026-04-19 08:09:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-19 08:09:55 [INFO] [fiesta] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=25 2026-04-19 08:09:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-19 08:09:57 [INFO] [fiesta] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=26 2026-04-19 08:09:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-19 08:09:59 [INFO] [fiesta] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=27 2026-04-19 08:10:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-19 08:10:01 [INFO] [fiesta] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=28 2026-04-19 08:10:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-19 08:10:04 [INFO] [fiesta] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=29 2026-04-19 08:10:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-19 08:10:06 [INFO] [fiesta] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=30 2026-04-19 08:10:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-19 08:10:08 [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 2026-04-19 08:10:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-19 08:10:10 [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 2026-04-19 08:10:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-19 08:10:13 [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 2026-04-19 08:10:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-19 08:10:17 [INFO] [fiesta] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=34 2026-04-19 08:10:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-19 08:10:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=35 2026-04-19 08:10:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-19 08:10:25 [INFO] [fiesta] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=36 2026-04-19 08:10:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-19 08:10:28 [INFO] [fiesta] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=37 2026-04-19 08:10:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-19 08:10:30 [INFO] [fiesta] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=38 2026-04-19 08:10:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-19 08:10:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=39 2026-04-19 08:10:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-19 08:10:38 [INFO] [fiesta] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=40 2026-04-19 08:10:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-19 08:10:42 [INFO] [fiesta] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=41 2026-04-19 08:10:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-19 08:10:44 [INFO] [fiesta] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=42 2026-04-19 08:10:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-19 08:10:47 [INFO] [fiesta] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=43 2026-04-19 08:10:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-19 08:10:49 [INFO] [fiesta] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=44 2026-04-19 08:10:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-19 08:10:51 [INFO] [fiesta] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=45 2026-04-19 08:10:53 [INFO] [fiesta] [SEARCH] 20 annonces recuperees (total: 1560) 2026-04-19 08:10:53 [INFO] [fiesta] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=46 2026-04-19 08:10:55 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-19 08:10:55 [INFO] [fiesta] [SEARCH] Termine : 1560 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260419_080853.csv 2026-04-19 08:10:55 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260419_080853.csv 2026-04-19 08:10:55 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260419_080853.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-19 08:10:55 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-19 08:10:55 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:10:55 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260419_080853.csv 2026-04-19 08:10:55 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:10:58 [INFO] [fiesta] [IMPORT] 1560 lus, 1560 inseres, 0 ignores, 0 erreurs 2026-04-19 08:10:58 [INFO] [fiesta] [IMPORT] TOTAL : 1560 lus, 1560 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:10:58 [INFO] [fiesta] [IMPORT] 13289 annonces en base 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260419_080853.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260419_080853.csv, Brand: ford, Model: fiesta 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] 1542 list_id lus dans le CSV. 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] 1564 annonces actives en base pour ford fiesta. 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] 22 annonce(s) marquées indisponibles. 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] CSV: 1542, Actives DB: 1564, Absentes: 22 2026-04-19 08:10:58 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 22 2026-04-19 08:10:58 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-19 08:10:58 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-19 08:10:58 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:10:58 [INFO] [fiesta] [DETAIL] 3 annonce(s) à enrichir (modèle: fiesta) 2026-04-19 08:11:03 [INFO] [fiesta] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:11:03 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-19 08:11:04 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-19 08:11:08 [INFO] [fiesta] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:11:08 [INFO] [fiesta] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:11:09 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:11:09 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 3 2026-04-19 08:11:36 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-19 08:11:36 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-19 08:11:36 [INFO] [fiesta] [STATS] Resultats extraits : 3 2026-04-19 08:11:36 [INFO] [fiesta] [STATS] Evaluations inserees : 3 2026-04-19 08:11:37 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:11:37 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:11:37 [INFO] [fiesta] [STATS] referentiel_prix : 60 segments insérés 2026-04-19 08:11:37 [INFO] [fiesta] [STATS] ads.deal_columns : 3133 annonces mises à jour 2026-04-19 08:11:37 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 32.6s — 3133 annonces (run #659) — Modele: fiesta 2026-04-19 08:11:38 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-19 08:11:38 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:11:38 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:11:38 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:11:38 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-19 08:11:38 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-19 08:11:38 [INFO] [nv200] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model nv200 2026-04-19 08:11:39 [INFO] [nv200] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=1 2026-04-19 08:11:42 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-19 08:11:42 [INFO] [nv200] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=2 2026-04-19 08:11:45 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-19 08:11:45 [INFO] [nv200] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=3 2026-04-19 08:11:47 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-19 08:11:47 [INFO] [nv200] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=4 2026-04-19 08:11:48 [INFO] [nv200] [SEARCH] 3 annonces recuperees (total: 108) 2026-04-19 08:11:48 [INFO] [nv200] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=5 2026-04-19 08:11:50 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-19 08:11:50 [INFO] [nv200] [SEARCH] Termine : 108 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260419_081139.csv 2026-04-19 08:11:50 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260419_081139.csv 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260419_081139.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260419_081139.csv 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] 108 lus, 108 inseres, 0 ignores, 0 erreurs 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] TOTAL : 108 lus, 108 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:11:50 [INFO] [nv200] [IMPORT] 13289 annonces en base 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260419_081139.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260419_081139.csv, Brand: nissan, Model: nv200 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] 108 list_id lus dans le CSV. 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] 108 annonces actives en base pour nissan nv200. 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] Aucune annonce manquante — toutes présentes dans le crawl. 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] CSV: 108, Actives DB: 108, Absentes: 0 2026-04-19 08:11:50 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 0 2026-04-19 08:11:50 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-19 08:11:50 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-19 08:11:50 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-19 08:11:50 [INFO] [nv200] [DETAIL] 0 annonce(s) à enrichir (modèle: nv200) 2026-04-19 08:11:50 [INFO] [nv200] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-04-19 08:11:50 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-19 08:11:51 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-19 08:11:54 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:11:54 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-19 08:11:55 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:11:55 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 0 2026-04-19 08:11:55 [INFO] [nv200] [STATS] Toutes les annonces ont deja ete analysees. 2026-04-19 08:11:55 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-19 08:11:55 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-19 08:11:55 [INFO] [nv200] [STATS] referentiel_prix : 54 segments insérés 2026-04-19 08:11:55 [INFO] [nv200] [STATS] ads.deal_columns : 310 annonces mises à jour 2026-04-19 08:11:55 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 4.1s — 310 annonces (run #660) — Modele: nv200 2026-04-19 08:11:55 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-19 08:11:56 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-19 08:11:56 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-19 08:11:56 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-19 08:11:56 [INFO] [nv200] [LLM] .env restaure 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-19 08:11:56 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260419_080000/_summary.json