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Log : 20260409_080000
OK
Durée : 1151s
8 OK
5238 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-09 08:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-09 08:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-09 08:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-09 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 2026-04-09 08:00:01 [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 2026-04-09 08:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 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 2026-04-09 08:00:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:00:06 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-09 08:00:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:00:09 [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 2026-04-09 08:00:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:00:11 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-09 08:00:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:00:14 [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 2026-04-09 08:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:00:15 [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 2026-04-09 08:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-09 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 2026-04-09 08:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-09 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 2026-04-09 08:00:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-09 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 2026-04-09 08:00:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-09 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 2026-04-09 08:00:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-09 08:00:29 [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 2026-04-09 08:00:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-09 08:00:32 [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 2026-04-09 08:00:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-09 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 2026-04-09 08:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-09 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 2026-04-09 08:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-09 08:00:40 [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 2026-04-09 08:00:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-09 08:00:43 [INFO] [clio_4] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=17 2026-04-09 08:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-09 08:00:45 [INFO] [clio_4] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=18 2026-04-09 08:00:48 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-09 08:00:48 [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 2026-04-09 08:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-09 08:00:50 [INFO] [clio_4] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=20 2026-04-09 08:00:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-09 08:00:54 [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 2026-04-09 08:00:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-09 08:00:56 [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 2026-04-09 08:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-09 08:00:58 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-09 08:01:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-09 08:01:03 [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 2026-04-09 08:01:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-09 08:01:05 [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 2026-04-09 08:01:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-09 08:01:09 [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 2026-04-09 08:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-09 08:01:12 [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 2026-04-09 08:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-09 08:01:14 [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 2026-04-09 08:01:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-09 08:01:16 [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 2026-04-09 08:01:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-09 08:01:19 [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 2026-04-09 08:01:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-09 08:01:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=31 2026-04-09 08:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-09 08:01:23 [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 2026-04-09 08:01:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-09 08:01:26 [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 2026-04-09 08:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-09 08:01:28 [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 2026-04-09 08:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-09 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 2026-04-09 08:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-09 08:01:33 [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 2026-04-09 08:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-09 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 2026-04-09 08:01:38 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-09 08:01:38 [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 2026-04-09 08:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-09 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 2026-04-09 08:01:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-09 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 2026-04-09 08:01:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-09 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 2026-04-09 08:01:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-09 08:01:50 [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 2026-04-09 08:01:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-09 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 2026-04-09 08:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-09 08:01:54 [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 2026-04-09 08:01:57 [INFO] [clio_4] [SEARCH] 21 annonces recuperees (total: 1526) 2026-04-09 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 2026-04-09 08:01:59 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-09 08:01:59 [INFO] [clio_4] [SEARCH] Termine : 1526 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260409_080001.csv 2026-04-09 08:01:59 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260409_080001.csv 2026-04-09 08:01:59 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260409_080001.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-09 08:01:59 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-09 08:01:59 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:01:59 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260409_080001.csv 2026-04-09 08:01:59 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:02:03 [INFO] [clio_4] [IMPORT] 1526 lus, 1526 inseres, 0 ignores, 0 erreurs 2026-04-09 08:02:03 [INFO] [clio_4] [IMPORT] TOTAL : 1526 lus, 1526 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:02:03 [INFO] [clio_4] [IMPORT] 11095 annonces en base 2026-04-09 08:02:03 [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_20260409_080001.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260409_080001.csv, Brand: renault, Model: clio_4 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] 1516 list_id lus dans le CSV. 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] 1537 annonces actives en base pour renault clio_4. 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] 21 annonce(s) marquées indisponibles. 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] CSV: 1516, Actives DB: 1537, Absentes: 21 2026-04-09 08:02:03 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 21 2026-04-09 08:02:03 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-09 08:02:03 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-09 08:02:03 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:02:03 [INFO] [clio_4] [DETAIL] 15 annonce(s) à enrichir (modèle: clio_4) 2026-04-09 08:02:23 [INFO] [clio_4] [DETAIL] Progression : 10/15 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-09 08:02:33 [INFO] [clio_4] [DETAIL] RESULTAT : 15 traitee(s), 15 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:02:33 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-09 08:02:34 [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 2026-04-09 08:02:39 [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. 2026-04-09 08:02:39 [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. 2026-04-09 08:02:40 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:02:40 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 15 2026-04-09 08:04:24 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:04:24 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 15 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:04:24 [INFO] [clio_4] [STATS] Resultats extraits : 15 2026-04-09 08:04:24 [INFO] [clio_4] [STATS] Evaluations inserees : 15 2026-04-09 08:04:26 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:04:26 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:04:26 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-09 08:04:26 [INFO] [clio_4] [STATS] ads.deal_columns : 3934 annonces mises à jour 2026-04-09 08:04:26 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 110.8s — 3934 annonces (run #415) — Modele: clio_4 2026-04-09 08:04:27 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-09 08:04:27 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:04:27 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:04:27 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:04:27 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-09 08:04:27 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-09 08:04:27 [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 2026-04-09 08:04:28 [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 2026-04-09 08:04:30 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:04:30 [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 2026-04-09 08:04:33 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:04:33 [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 2026-04-09 08:04:35 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:04:35 [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 2026-04-09 08:04:37 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:04:37 [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 2026-04-09 08:04:39 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:04:39 [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 2026-04-09 08:04:41 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:04:41 [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 2026-04-09 08:04:44 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-09 08:04:44 [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 2026-04-09 08:04:45 [INFO] [i20] [SEARCH] 4 annonces recuperees (total: 249) 2026-04-09 08:04:45 [INFO] [i20] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=9 2026-04-09 08:04:47 [INFO] [i20] [SEARCH] Page 9 : aucune annonce, arret de la pagination. 2026-04-09 08:04:47 [INFO] [i20] [SEARCH] Termine : 249 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260409_080428.csv 2026-04-09 08:04:47 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260409_080428.csv 2026-04-09 08:04:47 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260409_080428.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] Model override : i20 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260409_080428.csv 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] 249 lus, 249 inseres, 0 ignores, 0 erreurs 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] TOTAL : 249 lus, 249 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:04:48 [INFO] [i20] [IMPORT] 11100 annonces en base 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260409_080428.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260409_080428.csv, Brand: hyundai, Model: i20 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] 248 list_id lus dans le CSV. 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] 250 annonces actives en base pour hyundai i20. 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] CSV: 248, Actives DB: 250, Absentes: 2 2026-04-09 08:04:48 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 2 2026-04-09 08:04:48 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-09 08:04:48 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-09 08:04:48 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:04:48 [INFO] [i20] [DETAIL] 5 annonce(s) à enrichir (modèle: i20) 2026-04-09 08:05:03 [INFO] [i20] [DETAIL] RESULTAT : 5 traitee(s), 5 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:05:03 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-09 08:05:03 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-09 08:05:06 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-09 08:05:06 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-09 08:05:07 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:05:07 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 5 2026-04-09 08:05:31 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:05:31 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 5 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:05:31 [INFO] [i20] [STATS] Resultats extraits : 5 2026-04-09 08:05:31 [INFO] [i20] [STATS] Evaluations inserees : 5 2026-04-09 08:05:32 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:05:32 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:05:32 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-09 08:05:32 [INFO] [i20] [STATS] ads.deal_columns : 475 annonces mises à jour 2026-04-09 08:05:32 [INFO] [i20] [STATS] ANALYSE TERMINEE en 28.9s — 475 annonces (run #416) — Modele: i20 2026-04-09 08:05:32 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-09 08:05:33 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:05:33 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:05:33 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:05:33 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-09 08:05:33 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-09 08:05:33 [INFO] [berlingo] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model berlingo 2026-04-09 08:05:33 [INFO] [berlingo] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=1 2026-04-09 08:05:36 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:05:36 [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 2026-04-09 08:05:38 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:05:38 [INFO] [berlingo] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=3 2026-04-09 08:05:41 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:05:41 [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 2026-04-09 08:05:44 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:05:44 [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 2026-04-09 08:05:46 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:05:46 [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 2026-04-09 08:05:48 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:05:48 [INFO] [berlingo] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=7 2026-04-09 08:05:51 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-09 08:05:51 [INFO] [berlingo] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=8 2026-04-09 08:05:53 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-09 08:05:53 [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 2026-04-09 08:05:55 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-09 08:05:55 [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 2026-04-09 08:05:58 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-09 08:05:58 [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 2026-04-09 08:05:59 [INFO] [berlingo] [SEARCH] 14 annonces recuperees (total: 364) 2026-04-09 08:05:59 [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 2026-04-09 08:06:01 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-09 08:06:01 [INFO] [berlingo] [SEARCH] Termine : 364 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260409_080533.csv 2026-04-09 08:06:01 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260409_080533.csv 2026-04-09 08:06:01 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260409_080533.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-09 08:06:01 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-09 08:06:01 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:06:01 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260409_080533.csv 2026-04-09 08:06:01 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:06:02 [INFO] [berlingo] [IMPORT] 364 lus, 364 inseres, 0 ignores, 0 erreurs 2026-04-09 08:06:02 [INFO] [berlingo] [IMPORT] TOTAL : 364 lus, 364 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:06:02 [INFO] [berlingo] [IMPORT] 11108 annonces en base 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260409_080533.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260409_080533.csv, Brand: citroen, Model: berlingo 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] 364 list_id lus dans le CSV. 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] 370 annonces actives en base pour citroen berlingo. 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] 6 annonce(s) marquées indisponibles. 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] CSV: 364, Actives DB: 370, Absentes: 6 2026-04-09 08:06:02 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 6 2026-04-09 08:06:02 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-09 08:06:02 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-09 08:06:02 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:06:02 [INFO] [berlingo] [DETAIL] 8 annonce(s) à enrichir (modèle: berlingo) 2026-04-09 08:06:20 [INFO] [berlingo] [DETAIL] RESULTAT : 8 traitee(s), 8 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:06:20 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-09 08:06:20 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-09 08:06:23 [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. 2026-04-09 08:06:23 [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. 2026-04-09 08:06:24 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:06:24 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 8 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 8 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] Resultats extraits : 8 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] Evaluations inserees : 8 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:07:08 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-09 08:07:09 [INFO] [berlingo] [STATS] ads.deal_columns : 670 annonces mises à jour 2026-04-09 08:07:09 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 47.8s — 670 annonces (run #417) — Modele: berlingo 2026-04-09 08:07:09 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-09 08:07:09 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:07:09 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:07:09 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:07:10 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-09 08:07:10 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-09 08:07:10 [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 2026-04-09 08:07:10 [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 2026-04-09 08:07:13 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:07:13 [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 2026-04-09 08:07:15 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:07:15 [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 2026-04-09 08:07:17 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:07:17 [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 2026-04-09 08:07:19 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:07:19 [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 2026-04-09 08:07:22 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:07:22 [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 2026-04-09 08:07:25 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:07:25 [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 2026-04-09 08:07:26 [INFO] [c4] [SEARCH] 7 annonces recuperees (total: 217) 2026-04-09 08:07:26 [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 2026-04-09 08:07:28 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-09 08:07:28 [INFO] [c4] [SEARCH] Termine : 217 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260409_080710.csv 2026-04-09 08:07:28 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260409_080710.csv 2026-04-09 08:07:28 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260409_080710.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-09 08:07:28 [INFO] [c4] [IMPORT] Model override : c4 2026-04-09 08:07:28 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:07:28 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260409_080710.csv 2026-04-09 08:07:28 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:07:29 [INFO] [c4] [IMPORT] 217 lus, 217 inseres, 0 ignores, 0 erreurs 2026-04-09 08:07:29 [INFO] [c4] [IMPORT] TOTAL : 217 lus, 217 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:07:29 [INFO] [c4] [IMPORT] 11117 annonces en base 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260409_080710.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260409_080710.csv, Brand: citroen, Model: c4 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] 217 list_id lus dans le CSV. 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] 220 annonces actives en base pour citroen c4. 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] CSV: 217, Actives DB: 220, Absentes: 3 2026-04-09 08:07:29 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 3 2026-04-09 08:07:29 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-09 08:07:29 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-09 08:07:29 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:07:29 [INFO] [c4] [DETAIL] 9 annonce(s) à enrichir (modèle: c4) 2026-04-09 08:07:46 [INFO] [c4] [DETAIL] RESULTAT : 9 traitee(s), 9 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:07:46 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-09 08:07:46 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-09 08:07:49 [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. 2026-04-09 08:07:49 [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. 2026-04-09 08:07:50 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:07:50 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 9 2026-04-09 08:08:26 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:08:26 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 9 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:08:26 [INFO] [c4] [STATS] Resultats extraits : 9 2026-04-09 08:08:26 [INFO] [c4] [STATS] PureTech flaggues : 1 2026-04-09 08:08:26 [INFO] [c4] [STATS] Evaluations inserees : 9 2026-04-09 08:08:26 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:08:26 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:08:26 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-09 08:08:26 [INFO] [c4] [STATS] ads.deal_columns : 426 annonces mises à jour 2026-04-09 08:08:26 [INFO] [c4] [STATS] ANALYSE TERMINEE en 39.9s — 426 annonces (run #418) — Modele: c4 2026-04-09 08:08:27 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-09 08:08:27 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:08:27 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:08:27 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:08:27 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-09 08:08:27 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-09 08:08:27 [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 2026-04-09 08:08:28 [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 2026-04-09 08:08:32 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:08:32 [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 2026-04-09 08:08:34 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:08:34 [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 2026-04-09 08:08:36 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:08:36 [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 2026-04-09 08:08:39 [INFO] [scenic] [SEARCH] 25 annonces recuperees (total: 130) 2026-04-09 08:08:39 [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 2026-04-09 08:08:42 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-09 08:08:42 [INFO] [scenic] [SEARCH] Termine : 130 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260409_080828.csv 2026-04-09 08:08:42 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260409_080828.csv 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260409_080828.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260409_080828.csv 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] 130 lus, 130 inseres, 0 ignores, 0 erreurs 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] TOTAL : 130 lus, 130 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:08:42 [INFO] [scenic] [IMPORT] 11123 annonces en base 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260409_080828.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260409_080828.csv, Brand: renault, Model: scenic 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] 130 list_id lus dans le CSV. 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] 134 annonces actives en base pour renault scenic. 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] CSV: 130, Actives DB: 134, Absentes: 4 2026-04-09 08:08:42 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 4 2026-04-09 08:08:42 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-09 08:08:42 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-09 08:08:42 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:08:42 [INFO] [scenic] [DETAIL] 6 annonce(s) à enrichir (modèle: scenic) 2026-04-09 08:08:55 [INFO] [scenic] [DETAIL] RESULTAT : 6 traitee(s), 6 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:08:55 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-09 08:08:55 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-09 08:08:58 [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. 2026-04-09 08:08:58 [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. 2026-04-09 08:08:59 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:08:59 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 6 2026-04-09 08:09:24 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:09:24 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 6 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:09:24 [INFO] [scenic] [STATS] Resultats extraits : 6 2026-04-09 08:09:24 [INFO] [scenic] [STATS] Evaluations inserees : 6 2026-04-09 08:09:24 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:09:24 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:09:25 [INFO] [scenic] [STATS] referentiel_prix : 26 segments insérés 2026-04-09 08:09:25 [INFO] [scenic] [STATS] ads.deal_columns : 286 annonces mises à jour 2026-04-09 08:09:25 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 29.1s — 286 annonces (run #419) — Modele: scenic 2026-04-09 08:09:25 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-09 08:09:26 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:09:26 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:09:26 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:09:26 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-09 08:09:26 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-09 08:09:26 [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 2026-04-09 08:09:26 [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 2026-04-09 08:09:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:09:28 [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 2026-04-09 08:09:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:09:30 [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 2026-04-09 08:09:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:09:33 [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 2026-04-09 08:09:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:09:35 [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 2026-04-09 08:09:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:09:38 [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 2026-04-09 08:09:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:09:40 [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 2026-04-09 08:09:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-09 08:09:44 [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 2026-04-09 08:09:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-09 08:09:46 [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 2026-04-09 08:09:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-09 08:09:48 [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 2026-04-09 08:09:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-09 08:09:51 [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 2026-04-09 08:09:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-09 08:09:53 [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 2026-04-09 08:09:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-09 08:09:56 [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 2026-04-09 08:09:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-09 08:09:58 [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 2026-04-09 08:10:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-09 08:10:00 [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 2026-04-09 08:10:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-09 08:10:06 [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 2026-04-09 08:10:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-09 08:10:09 [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 2026-04-09 08:10:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-09 08:10:11 [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 2026-04-09 08:10:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-09 08:10:13 [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 2026-04-09 08:10:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-09 08:10:16 [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 2026-04-09 08:10:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-09 08:10:18 [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 2026-04-09 08:10:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-09 08:10:23 [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 2026-04-09 08:10:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-09 08:10:25 [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 2026-04-09 08:10:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-09 08:10:28 [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 2026-04-09 08:10:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-09 08:10:31 [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 2026-04-09 08:10:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-09 08:10:33 [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 2026-04-09 08:10:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-09 08:10:35 [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 2026-04-09 08:10:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-09 08:10:38 [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 2026-04-09 08:10:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-09 08:10:41 [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 2026-04-09 08:10:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-09 08:10:44 [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 2026-04-09 08:10:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-09 08:10:46 [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 2026-04-09 08:10:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-09 08:10:48 [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 2026-04-09 08:10:51 [INFO] [5008] [SEARCH] 5 annonces recuperees (total: 1090) 2026-04-09 08:10:51 [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 2026-04-09 08:10:52 [INFO] [5008] [SEARCH] Page 33 : aucune annonce, arret de la pagination. 2026-04-09 08:10:52 [INFO] [5008] [SEARCH] Termine : 1090 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260409_080926.csv 2026-04-09 08:10:52 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260409_080926.csv 2026-04-09 08:10:52 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260409_080926.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-09 08:10:52 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-09 08:10:52 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:10:52 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260409_080926.csv 2026-04-09 08:10:52 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:10:54 [INFO] [5008] [IMPORT] 1090 lus, 1090 inseres, 0 ignores, 0 erreurs 2026-04-09 08:10:54 [INFO] [5008] [IMPORT] TOTAL : 1090 lus, 1090 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:10:54 [INFO] [5008] [IMPORT] 11153 annonces en base 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260409_080926.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260409_080926.csv, Brand: peugeot, Model: 5008 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] 1079 list_id lus dans le CSV. 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] 1117 annonces actives en base pour peugeot 5008. 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] 38 annonce(s) marquées indisponibles. 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] CSV: 1079, Actives DB: 1117, Absentes: 38 2026-04-09 08:10:54 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 38 2026-04-09 08:10:54 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-09 08:10:55 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-09 08:10:55 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:10:55 [INFO] [5008] [DETAIL] 31 annonce(s) à enrichir (modèle: 5008) 2026-04-09 08:11:15 [INFO] [5008] [DETAIL] Progression : 10/31 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-09 08:11:36 [INFO] [5008] [DETAIL] Progression : 20/31 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-09 08:11:55 [INFO] [5008] [DETAIL] Progression : 30/31 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-09 08:11:58 [INFO] [5008] [DETAIL] RESULTAT : 31 traitee(s), 31 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:11:58 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-09 08:11:58 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-09 08:12:02 [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. 2026-04-09 08:12:02 [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. 2026-04-09 08:12:03 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:12:03 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 30 2026-04-09 08:13:32 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:13:32 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 30 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:13:32 [INFO] [5008] [STATS] Resultats extraits : 30 2026-04-09 08:13:32 [INFO] [5008] [STATS] PureTech flaggues : 2 2026-04-09 08:13:33 [INFO] [5008] [STATS] Evaluations inserees : 30 2026-04-09 08:13:33 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:13:33 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:13:33 [INFO] [5008] [STATS] referentiel_prix : 74 segments insérés 2026-04-09 08:13:33 [INFO] [5008] [STATS] ads.deal_columns : 2366 annonces mises à jour 2026-04-09 08:13:33 [INFO] [5008] [STATS] ANALYSE TERMINEE en 94.7s — 2366 annonces (run #420) — Modele: 5008 2026-04-09 08:13:34 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-09 08:13:34 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:13:34 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:13:34 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:13:34 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-09 08:13:34 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-09 08:13:34 [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 2026-04-09 08:13:35 [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 2026-04-09 08:13:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:13:39 [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 2026-04-09 08:13:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:13:43 [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 2026-04-09 08:13:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:13:46 [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 2026-04-09 08:13:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-09 08:13:48 [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 2026-04-09 08:13:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-09 08:13:52 [INFO] [fiesta] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=6 2026-04-09 08:13:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-09 08:13:54 [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 2026-04-09 08:13:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-09 08:13:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=8 2026-04-09 08:14:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-09 08:14:01 [INFO] [fiesta] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=9 2026-04-09 08:14:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-09 08:14:03 [INFO] [fiesta] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=10 2026-04-09 08:14:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-09 08:14:05 [INFO] [fiesta] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=11 2026-04-09 08:14:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-09 08:14:07 [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 2026-04-09 08:14:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-09 08:14:09 [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 2026-04-09 08:14:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-09 08:14:14 [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 2026-04-09 08:14:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-09 08:14:17 [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 2026-04-09 08:14:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-09 08:14:19 [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 2026-04-09 08:14:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-09 08:14:22 [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 2026-04-09 08:14:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-09 08:14:24 [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 2026-04-09 08:14:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-09 08:14:27 [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 2026-04-09 08:14:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-09 08:14:29 [INFO] [fiesta] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=20 2026-04-09 08:14:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-09 08:14:31 [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 2026-04-09 08:14:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-09 08:14:34 [INFO] [fiesta] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=22 2026-04-09 08:14:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-09 08:14:37 [INFO] [fiesta] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=23 2026-04-09 08:14:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-09 08:14:40 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=24 2026-04-09 08:14:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-09 08:14:42 [INFO] [fiesta] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=25 2026-04-09 08:14:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-09 08:14:45 [INFO] [fiesta] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=26 2026-04-09 08:14:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-09 08:14:47 [INFO] [fiesta] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=27 2026-04-09 08:14:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-09 08:14:50 [INFO] [fiesta] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=28 2026-04-09 08:14:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-09 08:14:52 [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 2026-04-09 08:14:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-09 08:14:54 [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 2026-04-09 08:14:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-09 08:14:57 [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 2026-04-09 08:14:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-09 08:14:59 [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 2026-04-09 08:15:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-09 08:15:01 [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 2026-04-09 08:15:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-09 08:15:04 [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 2026-04-09 08:15:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-09 08:15:07 [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 2026-04-09 08:15:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-09 08:15:11 [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 2026-04-09 08:15:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-09 08:15:14 [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 2026-04-09 08:15:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-09 08:15:18 [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 2026-04-09 08:15:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-09 08:15:23 [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 2026-04-09 08:15:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-09 08:15:26 [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 2026-04-09 08:15:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-09 08:15:31 [INFO] [fiesta] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=41 2026-04-09 08:15:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-09 08:15:34 [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 2026-04-09 08:15:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-09 08:15:47 [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 2026-04-09 08:15:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-09 08:15:50 [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 2026-04-09 08:15:52 [INFO] [fiesta] [SEARCH] 27 annonces recuperees (total: 1532) 2026-04-09 08:15:52 [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 2026-04-09 08:15:54 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-09 08:15:54 [INFO] [fiesta] [SEARCH] Termine : 1532 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260409_081335.csv 2026-04-09 08:15:54 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260409_081335.csv 2026-04-09 08:15:54 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260409_081335.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-09 08:15:54 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-09 08:15:54 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:15:54 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260409_081335.csv 2026-04-09 08:15:54 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:15:57 [INFO] [fiesta] [IMPORT] 1532 lus, 1532 inseres, 0 ignores, 0 erreurs 2026-04-09 08:15:57 [INFO] [fiesta] [IMPORT] TOTAL : 1532 lus, 1532 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:15:57 [INFO] [fiesta] [IMPORT] 11183 annonces en base 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260409_081335.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260409_081335.csv, Brand: ford, Model: fiesta 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] 1514 list_id lus dans le CSV. 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] 1567 annonces actives en base pour ford fiesta. 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] 53 annonce(s) marquées indisponibles. 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] CSV: 1514, Actives DB: 1567, Absentes: 53 2026-04-09 08:15:57 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 53 2026-04-09 08:15:57 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-09 08:15:57 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-09 08:15:57 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:15:57 [INFO] [fiesta] [DETAIL] 31 annonce(s) à enrichir (modèle: fiesta) 2026-04-09 08:16:19 [INFO] [fiesta] [DETAIL] Progression : 10/31 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-09 08:16:40 [INFO] [fiesta] [DETAIL] Progression : 20/31 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-09 08:17:01 [INFO] [fiesta] [DETAIL] Progression : 30/31 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-09 08:17:04 [INFO] [fiesta] [DETAIL] RESULTAT : 31 traitee(s), 31 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:17:04 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-09 08:17:04 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-09 08:17:07 [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. 2026-04-09 08:17:07 [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. 2026-04-09 08:17:08 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:17:08 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 30 2026-04-09 08:18:41 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:18:41 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 30 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:18:41 [INFO] [fiesta] [STATS] Resultats extraits : 30 2026-04-09 08:18:41 [INFO] [fiesta] [STATS] Evaluations inserees : 30 2026-04-09 08:18:42 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:18:42 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:18:42 [INFO] [fiesta] [STATS] referentiel_prix : 58 segments insérés 2026-04-09 08:18:42 [INFO] [fiesta] [STATS] ads.deal_columns : 2613 annonces mises à jour 2026-04-09 08:18:42 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 97.7s — 2613 annonces (run #421) — Modele: fiesta 2026-04-09 08:18:42 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-09 08:18:43 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:18:43 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:18:43 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:18:43 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-09 08:18:43 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-09 08:18:43 [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 2026-04-09 08:18:43 [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 2026-04-09 08:18:46 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-09 08:18:46 [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 2026-04-09 08:18:49 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-09 08:18:49 [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 2026-04-09 08:18:51 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-09 08:18:51 [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 2026-04-09 08:18:53 [INFO] [nv200] [SEARCH] 8 annonces recuperees (total: 113) 2026-04-09 08:18:53 [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 2026-04-09 08:18:55 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-09 08:18:55 [INFO] [nv200] [SEARCH] Termine : 113 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260409_081843.csv 2026-04-09 08:18:55 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260409_081843.csv 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260409_081843.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260409_081843.csv 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] 113 lus, 113 inseres, 0 ignores, 0 erreurs 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] TOTAL : 113 lus, 113 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:18:55 [INFO] [nv200] [IMPORT] 11184 annonces en base 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260409_081843.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260409_081843.csv, Brand: nissan, Model: nv200 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] 113 list_id lus dans le CSV. 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] 115 annonces actives en base pour nissan nv200. 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] CSV: 113, Actives DB: 115, Absentes: 2 2026-04-09 08:18:55 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 2 2026-04-09 08:18:55 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-09 08:18:55 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-09 08:18:55 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-09 08:18:55 [INFO] [nv200] [DETAIL] 1 annonce(s) à enrichir (modèle: nv200) 2026-04-09 08:18:56 [INFO] [nv200] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-09 08:18:56 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-09 08:18:57 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-09 08:19:00 [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. 2026-04-09 08:19:00 [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. 2026-04-09 08:19:00 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:19:00 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 1 2026-04-09 08:19:09 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-09 08:19:09 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-09 08:19:09 [INFO] [nv200] [STATS] Resultats extraits : 1 2026-04-09 08:19:09 [INFO] [nv200] [STATS] Evaluations inserees : 1 2026-04-09 08:19:10 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-09 08:19:10 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-09 08:19:10 [INFO] [nv200] [STATS] referentiel_prix : 50 segments insérés 2026-04-09 08:19:10 [INFO] [nv200] [STATS] ads.deal_columns : 258 annonces mises à jour 2026-04-09 08:19:10 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 12.9s — 258 annonces (run #422) — Modele: nv200 2026-04-09 08:19:10 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-09 08:19:11 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-09 08:19:11 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-09 08:19:11 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-09 08:19:11 [INFO] [nv200] [LLM] .env restaure 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-09 08:19:11 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260409_080000/_summary.json