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Log : 20260410_140000
OK
Durée : 1068s
8 OK
5267 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-10 14:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-10 14:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-10 14:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-10 14:00:00 [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 2026-04-10 14:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-10 14:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:00:03 [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 2026-04-10 14:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:00:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-10 14:00:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:00:08 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-10 14:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:00:13 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-10 14:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:00:15 [INFO] [clio_4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=6 2026-04-10 14:00:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:00:20 [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 2026-04-10 14:00:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-10 14:00:22 [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 2026-04-10 14:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-10 14:00:26 [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 2026-04-10 14:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-10 14:00:28 [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 2026-04-10 14:00:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-10 14:00:30 [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 2026-04-10 14:00:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-10 14:00:32 [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 2026-04-10 14:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-10 14:00:34 [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 2026-04-10 14:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-10 14:00:37 [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 2026-04-10 14:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-10 14:00:40 [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 2026-04-10 14:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-10 14:00:42 [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 2026-04-10 14:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-10 14:00:45 [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 2026-04-10 14:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-10 14:00:47 [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 2026-04-10 14:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-10 14:00:50 [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 2026-04-10 14:00:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-10 14:00:53 [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 2026-04-10 14:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-10 14:00:55 [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 2026-04-10 14:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-10 14:00:58 [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 2026-04-10 14:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-10 14:01:00 [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 2026-04-10 14:01:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-10 14:01:03 [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 2026-04-10 14:01:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-10 14:01:05 [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 2026-04-10 14:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-10 14:01:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=26 2026-04-10 14:01:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-10 14:01:10 [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 2026-04-10 14:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-10 14:01:12 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-10 14:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-10 14:01:14 [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 2026-04-10 14:01:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-10 14:01:18 [INFO] [clio_4] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=30 2026-04-10 14:01:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-10 14:01:20 [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 2026-04-10 14:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-10 14:01:23 [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 2026-04-10 14:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-10 14:01:28 [INFO] [clio_4] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=33 2026-04-10 14:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-10 14:01:30 [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 2026-04-10 14:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-10 14:01:33 [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 2026-04-10 14:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-10 14:01:36 [INFO] [clio_4] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=36 2026-04-10 14:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-10 14:01:39 [INFO] [clio_4] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=37 2026-04-10 14:01:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-10 14:01:41 [INFO] [clio_4] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=38 2026-04-10 14:01:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-10 14:01:44 [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 2026-04-10 14:01:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-10 14:01:46 [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 2026-04-10 14:01:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-10 14:01:51 [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 2026-04-10 14:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-10 14:01:54 [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 2026-04-10 14:01:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-10 14:01:56 [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 2026-04-10 14:02:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-10 14:02:02 [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 2026-04-10 14:02:04 [INFO] [clio_4] [SEARCH] 31 annonces recuperees (total: 1536) 2026-04-10 14:02:04 [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 2026-04-10 14:02:11 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-10 14:02:11 [INFO] [clio_4] [SEARCH] Termine : 1536 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260410_140000.csv 2026-04-10 14:02:11 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260410_140000.csv 2026-04-10 14:02:11 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260410_140000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-10 14:02:11 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-10 14:02:11 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:02:11 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260410_140000.csv 2026-04-10 14:02:11 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:02:14 [INFO] [clio_4] [IMPORT] 1536 lus, 1536 inseres, 0 ignores, 0 erreurs 2026-04-10 14:02:14 [INFO] [clio_4] [IMPORT] TOTAL : 1536 lus, 1536 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:02:14 [INFO] [clio_4] [IMPORT] 11421 annonces en base 2026-04-10 14:02:14 [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_20260410_140000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260410_140000.csv, Brand: renault, Model: clio_4 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] 1511 list_id lus dans le CSV. 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] 1550 annonces actives en base pour renault clio_4. 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] 39 annonce(s) marquées indisponibles. 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] CSV: 1511, Actives DB: 1550, Absentes: 39 2026-04-10 14:02:14 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 39 2026-04-10 14:02:14 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-10 14:02:14 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-10 14:02:14 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:02:14 [INFO] [clio_4] [DETAIL] 24 annonce(s) à enrichir (modèle: clio_4) 2026-04-10 14:02:31 [INFO] [clio_4] [DETAIL] Progression : 10/24 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-10 14:02:55 [INFO] [clio_4] [DETAIL] Progression : 20/24 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-10 14:03:03 [INFO] [clio_4] [DETAIL] RESULTAT : 24 traitee(s), 24 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:03:03 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-10 14:03:03 [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 2026-04-10 14:03:07 [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. 2026-04-10 14:03:07 [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. 2026-04-10 14:03:08 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:03:08 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 24 2026-04-10 14:04:21 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:04:21 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 24 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:04:21 [INFO] [clio_4] [STATS] Resultats extraits : 24 2026-04-10 14:04:21 [INFO] [clio_4] [STATS] Evaluations inserees : 24 2026-04-10 14:04:22 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:04:22 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:04:22 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-10 14:04:23 [INFO] [clio_4] [STATS] ads.deal_columns : 4024 annonces mises à jour 2026-04-10 14:04:23 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 78.0s — 4024 annonces (run #447) — Modele: clio_4 2026-04-10 14:04:23 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-10 14:04:24 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:04:24 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:04:24 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:04:24 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-10 14:04:24 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-10 14:04:24 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-04-10 14:04:24 [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 2026-04-10 14:04:27 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:04:27 [INFO] [i20] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=2 2026-04-10 14:04:30 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:04:30 [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 2026-04-10 14:04:35 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:04:35 [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 2026-04-10 14:04:39 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:04:39 [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 2026-04-10 14:04:42 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:04:42 [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 2026-04-10 14:04:45 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:04:45 [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 2026-04-10 14:04:47 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-10 14:04:47 [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 2026-04-10 14:04:49 [INFO] [i20] [SEARCH] 1 annonces recuperees (total: 246) 2026-04-10 14:04:49 [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 2026-04-10 14:04:52 [INFO] [i20] [SEARCH] Page 9 : aucune annonce, arret de la pagination. 2026-04-10 14:04:52 [INFO] [i20] [SEARCH] Termine : 246 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260410_140424.csv 2026-04-10 14:04:52 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260410_140424.csv 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260410_140424.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] Model override : i20 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260410_140424.csv 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] 246 lus, 246 inseres, 0 ignores, 0 erreurs 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] TOTAL : 246 lus, 246 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:04:52 [INFO] [i20] [IMPORT] 11424 annonces en base 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260410_140424.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260410_140424.csv, Brand: hyundai, Model: i20 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] 245 list_id lus dans le CSV. 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] 248 annonces actives en base pour hyundai i20. 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] CSV: 245, Actives DB: 248, Absentes: 3 2026-04-10 14:04:52 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 3 2026-04-10 14:04:52 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-10 14:04:52 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-10 14:04:52 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:04:53 [INFO] [i20] [DETAIL] 3 annonce(s) à enrichir (modèle: i20) 2026-04-10 14:05:04 [INFO] [i20] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:05:04 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-10 14:05:05 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-10 14:05:08 [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. 2026-04-10 14:05:08 [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. 2026-04-10 14:05:09 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:05:09 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 3 2026-04-10 14:05:32 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:05:32 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:05:32 [INFO] [i20] [STATS] Resultats extraits : 3 2026-04-10 14:05:32 [INFO] [i20] [STATS] Evaluations inserees : 3 2026-04-10 14:05:32 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:05:32 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:05:32 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-10 14:05:32 [INFO] [i20] [STATS] ads.deal_columns : 493 annonces mises à jour 2026-04-10 14:05:32 [INFO] [i20] [STATS] ANALYSE TERMINEE en 27.5s — 493 annonces (run #448) — Modele: i20 2026-04-10 14:05:33 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-10 14:05:33 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:05:33 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:05:33 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:05:33 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-10 14:05:33 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-10 14:05:33 [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 2026-04-10 14:05:34 [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 2026-04-10 14:05:36 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:05:36 [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 2026-04-10 14:05:39 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:05:39 [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 2026-04-10 14:05:41 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:05:41 [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 2026-04-10 14:05:44 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:05:44 [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 2026-04-10 14:05:47 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:05:47 [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 2026-04-10 14:05:49 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:05:49 [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 2026-04-10 14:05:52 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-10 14:05:52 [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 2026-04-10 14:05:54 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-10 14:05:54 [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 2026-04-10 14:05:57 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-10 14:05:57 [INFO] [berlingo] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=10 2026-04-10 14:05:59 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-10 14:05:59 [INFO] [berlingo] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=11 2026-04-10 14:06:02 [INFO] [berlingo] [SEARCH] 19 annonces recuperees (total: 369) 2026-04-10 14:06:02 [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 2026-04-10 14:06:04 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-10 14:06:04 [INFO] [berlingo] [SEARCH] Termine : 369 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260410_140534.csv 2026-04-10 14:06:04 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260410_140534.csv 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260410_140534.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260410_140534.csv 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] 369 lus, 369 inseres, 0 ignores, 0 erreurs 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] TOTAL : 369 lus, 369 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:06:04 [INFO] [berlingo] [IMPORT] 11431 annonces en base 2026-04-10 14:06:04 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260410_140534.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260410_140534.csv, Brand: citroen, Model: berlingo 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] 368 list_id lus dans le CSV. 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] 371 annonces actives en base pour citroen berlingo. 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] CSV: 368, Actives DB: 371, Absentes: 3 2026-04-10 14:06:05 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 3 2026-04-10 14:06:05 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-10 14:06:05 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-10 14:06:05 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:06:05 [INFO] [berlingo] [DETAIL] 7 annonce(s) à enrichir (modèle: berlingo) 2026-04-10 14:06:20 [INFO] [berlingo] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:06:20 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-10 14:06:21 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-10 14:06:24 [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. 2026-04-10 14:06:24 [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. 2026-04-10 14:06:25 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:06:25 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 7 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] Resultats extraits : 7 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] Evaluations inserees : 7 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] ads.deal_columns : 686 annonces mises à jour 2026-04-10 14:07:41 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 80.3s — 686 annonces (run #449) — Modele: berlingo 2026-04-10 14:07:42 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-10 14:07:42 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:07:42 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:07:42 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:07:42 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-10 14:07:42 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-10 14:07:42 [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 2026-04-10 14:07:43 [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 2026-04-10 14:07:47 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:07:47 [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 2026-04-10 14:07:50 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:07:50 [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 2026-04-10 14:07:53 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:07:53 [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 2026-04-10 14:07:56 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:07:56 [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 2026-04-10 14:07:59 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:07:59 [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 2026-04-10 14:08:02 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:08:02 [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 2026-04-10 14:08:04 [INFO] [c4] [SEARCH] 5 annonces recuperees (total: 215) 2026-04-10 14:08:04 [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 2026-04-10 14:08:06 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-10 14:08:06 [INFO] [c4] [SEARCH] Termine : 215 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260410_140743.csv 2026-04-10 14:08:06 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260410_140743.csv 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260410_140743.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] Model override : c4 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260410_140743.csv 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] 215 lus, 215 inseres, 0 ignores, 0 erreurs 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] TOTAL : 215 lus, 215 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:06 [INFO] [c4] [IMPORT] 11433 annonces en base 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260410_140743.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260410_140743.csv, Brand: citroen, Model: c4 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] 213 list_id lus dans le CSV. 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] 220 annonces actives en base pour citroen c4. 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] CSV: 213, Actives DB: 220, Absentes: 7 2026-04-10 14:08:06 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 7 2026-04-10 14:08:06 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-10 14:08:07 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-10 14:08:07 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:07 [INFO] [c4] [DETAIL] 2 annonce(s) à enrichir (modèle: c4) 2026-04-10 14:08:10 [INFO] [c4] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:08:10 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-10 14:08:10 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-10 14:08:13 [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. 2026-04-10 14:08:13 [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. 2026-04-10 14:08:13 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:08:13 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 2 2026-04-10 14:08:35 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:08:35 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:08:35 [INFO] [c4] [STATS] Resultats extraits : 2 2026-04-10 14:08:35 [INFO] [c4] [STATS] Evaluations inserees : 2 2026-04-10 14:08:35 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:08:35 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:08:35 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-10 14:08:36 [INFO] [c4] [STATS] ads.deal_columns : 434 annonces mises à jour 2026-04-10 14:08:36 [INFO] [c4] [STATS] ANALYSE TERMINEE en 25.6s — 434 annonces (run #450) — Modele: c4 2026-04-10 14:08:36 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-10 14:08:36 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:08:36 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:08:36 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:08:37 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-10 14:08:37 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-10 14:08:37 [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 2026-04-10 14:08:37 [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 2026-04-10 14:08:39 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:08:39 [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 2026-04-10 14:08:42 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:08:42 [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 2026-04-10 14:08:44 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:08:44 [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 2026-04-10 14:08:47 [INFO] [scenic] [SEARCH] 31 annonces recuperees (total: 136) 2026-04-10 14:08:47 [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 2026-04-10 14:08:49 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-10 14:08:49 [INFO] [scenic] [SEARCH] Termine : 136 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260410_140837.csv 2026-04-10 14:08:49 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260410_140837.csv 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260410_140837.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260410_140837.csv 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] 136 lus, 136 inseres, 0 ignores, 0 erreurs 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] TOTAL : 136 lus, 136 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:49 [INFO] [scenic] [IMPORT] 11434 annonces en base 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260410_140837.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260410_140837.csv, Brand: renault, Model: scenic 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] 135 list_id lus dans le CSV. 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] 138 annonces actives en base pour renault scenic. 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] CSV: 135, Actives DB: 138, Absentes: 3 2026-04-10 14:08:49 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 3 2026-04-10 14:08:49 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-10 14:08:49 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-10 14:08:49 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:08:49 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-10 14:08:51 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:08:51 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-10 14:08:52 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-10 14:08:54 [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. 2026-04-10 14:08:54 [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. 2026-04-10 14:08:55 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:08:55 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-10 14:09:18 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:09:18 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:09:18 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-10 14:09:18 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-10 14:09:18 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:09:18 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:09:18 [INFO] [scenic] [STATS] referentiel_prix : 26 segments insérés 2026-04-10 14:09:18 [INFO] [scenic] [STATS] ads.deal_columns : 295 annonces mises à jour 2026-04-10 14:09:18 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 26.3s — 295 annonces (run #451) — Modele: scenic 2026-04-10 14:09:19 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-10 14:09:19 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:09:19 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:09:19 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:09:19 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-10 14:09:19 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-10 14:09:19 [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 2026-04-10 14:09:20 [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 2026-04-10 14:09:22 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:09:22 [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 2026-04-10 14:09:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:09:25 [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 2026-04-10 14:09:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:09:28 [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 2026-04-10 14:09:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:09:30 [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 2026-04-10 14:09:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:09:32 [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 2026-04-10 14:09:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:09:36 [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 2026-04-10 14:09:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-10 14:09:38 [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 2026-04-10 14:09:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-10 14:09:41 [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 2026-04-10 14:09:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-10 14:09:44 [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 2026-04-10 14:09:47 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-10 14:09:47 [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 2026-04-10 14:09:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-10 14:09:49 [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 2026-04-10 14:09:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-10 14:09:51 [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 2026-04-10 14:09:54 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-10 14:09:54 [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 2026-04-10 14:09:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-10 14:09:56 [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 2026-04-10 14:09:59 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-10 14:09:59 [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 2026-04-10 14:10:01 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-10 14:10:01 [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 2026-04-10 14:10:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-10 14:10:04 [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 2026-04-10 14:10:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-10 14:10:07 [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 2026-04-10 14:10:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-10 14:10:09 [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 2026-04-10 14:10:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-10 14:10:11 [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 2026-04-10 14:10:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-10 14:10:13 [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 2026-04-10 14:10:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-10 14:10:16 [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 2026-04-10 14:10:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-10 14:10:18 [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 2026-04-10 14:10:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-10 14:10:21 [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 2026-04-10 14:10:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-10 14:10:23 [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 2026-04-10 14:10:26 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-10 14:10:26 [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 2026-04-10 14:10:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-10 14:10:29 [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 2026-04-10 14:10:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-10 14:10:32 [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 2026-04-10 14:10:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-10 14:10:36 [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 2026-04-10 14:10:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-10 14:10:38 [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 2026-04-10 14:10:42 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-10 14:10:42 [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 2026-04-10 14:10:44 [INFO] [5008] [SEARCH] 13 annonces recuperees (total: 1098) 2026-04-10 14:10:44 [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 2026-04-10 14:10:46 [INFO] [5008] [SEARCH] Page 33 : aucune annonce, arret de la pagination. 2026-04-10 14:10:46 [INFO] [5008] [SEARCH] Termine : 1098 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260410_140920.csv 2026-04-10 14:10:46 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260410_140920.csv 2026-04-10 14:10:46 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260410_140920.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-10 14:10:46 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-10 14:10:46 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:10:46 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260410_140920.csv 2026-04-10 14:10:46 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:10:48 [INFO] [5008] [IMPORT] 1098 lus, 1098 inseres, 0 ignores, 0 erreurs 2026-04-10 14:10:48 [INFO] [5008] [IMPORT] TOTAL : 1098 lus, 1098 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:10:48 [INFO] [5008] [IMPORT] 11449 annonces en base 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260410_140920.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260410_140920.csv, Brand: peugeot, Model: 5008 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] 1075 list_id lus dans le CSV. 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] 1111 annonces actives en base pour peugeot 5008. 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] 36 annonce(s) marquées indisponibles. 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] CSV: 1075, Actives DB: 1111, Absentes: 36 2026-04-10 14:10:48 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 36 2026-04-10 14:10:48 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-10 14:10:48 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-10 14:10:48 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:10:48 [INFO] [5008] [DETAIL] 15 annonce(s) à enrichir (modèle: 5008) 2026-04-10 14:11:07 [INFO] [5008] [DETAIL] Progression : 10/15 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-10 14:11:18 [INFO] [5008] [DETAIL] RESULTAT : 15 traitee(s), 15 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:11:18 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-10 14:11:18 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-10 14:11:21 [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. 2026-04-10 14:11:21 [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. 2026-04-10 14:11:22 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:11:22 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 15 2026-04-10 14:12:17 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:12:17 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 15 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:12:17 [INFO] [5008] [STATS] Resultats extraits : 15 2026-04-10 14:12:17 [INFO] [5008] [STATS] PureTech flaggues : 1 2026-04-10 14:12:17 [INFO] [5008] [STATS] Evaluations inserees : 15 2026-04-10 14:12:17 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:12:17 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:12:17 [INFO] [5008] [STATS] referentiel_prix : 74 segments insérés 2026-04-10 14:12:18 [INFO] [5008] [STATS] ads.deal_columns : 2421 annonces mises à jour 2026-04-10 14:12:18 [INFO] [5008] [STATS] ANALYSE TERMINEE en 59.3s — 2421 annonces (run #452) — Modele: 5008 2026-04-10 14:12:18 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-10 14:12:19 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:12:19 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:12:19 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:12:19 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-10 14:12:19 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-10 14:12:19 [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 2026-04-10 14:12:19 [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 2026-04-10 14:12:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:12:22 [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 2026-04-10 14:12:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:12:25 [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 2026-04-10 14:12:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:12:29 [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 2026-04-10 14:12:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-10 14:12:32 [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 2026-04-10 14:12:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-10 14:12:35 [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 2026-04-10 14:12:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-10 14:12:37 [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 2026-04-10 14:12:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-10 14:12:40 [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 2026-04-10 14:12:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-10 14:12:43 [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 2026-04-10 14:12:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-10 14:12:46 [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 2026-04-10 14:12:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-10 14:12:48 [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 2026-04-10 14:12:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-10 14:12:51 [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 2026-04-10 14:12:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-10 14:12:55 [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 2026-04-10 14:12:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-10 14:12:57 [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 2026-04-10 14:12:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-10 14:12:59 [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 2026-04-10 14:13:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-10 14:13:03 [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 2026-04-10 14:13:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-10 14:13:05 [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 2026-04-10 14:13:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-10 14:13:08 [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 2026-04-10 14:13:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-10 14:13:12 [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 2026-04-10 14:13:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-10 14:13:15 [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 2026-04-10 14:13:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-10 14:13:17 [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 2026-04-10 14:13:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-10 14:13:21 [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 2026-04-10 14:13:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-10 14:13:23 [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 2026-04-10 14:13:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-10 14:13:27 [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 2026-04-10 14:13:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-10 14:13:29 [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 2026-04-10 14:13:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-10 14:13:32 [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 2026-04-10 14:13:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-10 14:13:35 [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 2026-04-10 14:13:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-10 14:13:38 [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 2026-04-10 14:13:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-10 14:13:41 [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 2026-04-10 14:13:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-10 14:13:44 [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 2026-04-10 14:13:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-10 14:13:46 [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 2026-04-10 14:13:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-10 14:13:48 [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 2026-04-10 14:13:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-10 14:13:52 [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 2026-04-10 14:13:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-10 14:13:54 [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 2026-04-10 14:13:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-10 14:13:57 [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 2026-04-10 14:14:00 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-10 14:14:00 [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 2026-04-10 14:14:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-10 14:14:05 [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 2026-04-10 14:14:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-10 14:14:10 [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 2026-04-10 14:14:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-10 14:14:12 [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 2026-04-10 14:14:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-10 14:14:15 [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 2026-04-10 14:14:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-10 14:14:17 [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 2026-04-10 14:14:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-10 14:14:20 [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 2026-04-10 14:14:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-10 14:14:24 [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 2026-04-10 14:14:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-10 14:14:31 [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 2026-04-10 14:14:36 [INFO] [fiesta] [SEARCH] 31 annonces recuperees (total: 1536) 2026-04-10 14:14:36 [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 2026-04-10 14:14:39 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-10 14:14:39 [INFO] [fiesta] [SEARCH] Termine : 1536 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260410_141219.csv 2026-04-10 14:14:39 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260410_141219.csv 2026-04-10 14:14:39 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260410_141219.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-10 14:14:39 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-10 14:14:39 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:14:39 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260410_141219.csv 2026-04-10 14:14:39 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:14:42 [INFO] [fiesta] [IMPORT] 1536 lus, 1536 inseres, 0 ignores, 0 erreurs 2026-04-10 14:14:42 [INFO] [fiesta] [IMPORT] TOTAL : 1536 lus, 1536 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:14:42 [INFO] [fiesta] [IMPORT] 11470 annonces en base 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260410_141219.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260410_141219.csv, Brand: ford, Model: fiesta 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] 1486 list_id lus dans le CSV. 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] 1559 annonces actives en base pour ford fiesta. 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] 73 annonce(s) marquées indisponibles. 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] CSV: 1486, Actives DB: 1559, Absentes: 73 2026-04-10 14:14:42 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 73 2026-04-10 14:14:42 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-10 14:14:42 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-10 14:14:42 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:14:42 [INFO] [fiesta] [DETAIL] 22 annonce(s) à enrichir (modèle: fiesta) 2026-04-10 14:15:04 [INFO] [fiesta] [DETAIL] Progression : 10/22 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-10 14:15:27 [INFO] [fiesta] [DETAIL] Progression : 20/22 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-10 14:15:31 [INFO] [fiesta] [DETAIL] RESULTAT : 22 traitee(s), 22 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:15:31 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-10 14:15:31 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-10 14:15:35 [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. 2026-04-10 14:15:35 [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. 2026-04-10 14:15:35 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:15:35 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 21 2026-04-10 14:16:50 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:16:50 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 21 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:16:50 [INFO] [fiesta] [STATS] Resultats extraits : 21 2026-04-10 14:16:50 [INFO] [fiesta] [STATS] Evaluations inserees : 21 2026-04-10 14:16:51 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:16:51 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:16:51 [INFO] [fiesta] [STATS] referentiel_prix : 59 segments insérés 2026-04-10 14:16:51 [INFO] [fiesta] [STATS] ads.deal_columns : 2698 annonces mises à jour 2026-04-10 14:16:51 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 79.2s — 2698 annonces (run #453) — Modele: fiesta 2026-04-10 14:16:52 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-10 14:16:52 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:16:52 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:16:52 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:16:52 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-10 14:16:52 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-10 14:16:52 [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 2026-04-10 14:16:53 [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 2026-04-10 14:16:56 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-10 14:16:56 [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 2026-04-10 14:16:58 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-10 14:16:58 [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 2026-04-10 14:17:01 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-10 14:17:01 [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 2026-04-10 14:17:03 [INFO] [nv200] [SEARCH] 9 annonces recuperees (total: 114) 2026-04-10 14:17:03 [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 2026-04-10 14:17:06 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-10 14:17:06 [INFO] [nv200] [SEARCH] Termine : 114 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260410_141653.csv 2026-04-10 14:17:06 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260410_141653.csv 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260410_141653.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260410_141653.csv 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] 114 lus, 114 inseres, 0 ignores, 0 erreurs 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] TOTAL : 114 lus, 114 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:17:06 [INFO] [nv200] [IMPORT] 11472 annonces en base 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260410_141653.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260410_141653.csv, Brand: nissan, Model: nv200 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] 113 list_id lus dans le CSV. 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] 116 annonces actives en base pour nissan nv200. 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] CSV: 113, Actives DB: 116, Absentes: 3 2026-04-10 14:17:06 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 3 2026-04-10 14:17:06 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-10 14:17:06 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-10 14:17:06 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-10 14:17:06 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-10 14:17:11 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-10 14:17:11 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-10 14:17:11 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-10 14:17:14 [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. 2026-04-10 14:17:14 [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. 2026-04-10 14:17:15 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:17:15 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-10 14:17:46 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-10 14:17:46 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-10 14:17:46 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-10 14:17:46 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-10 14:17:47 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-10 14:17:47 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-10 14:17:47 [INFO] [nv200] [STATS] referentiel_prix : 50 segments insérés 2026-04-10 14:17:47 [INFO] [nv200] [STATS] ads.deal_columns : 264 annonces mises à jour 2026-04-10 14:17:47 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 35.4s — 264 annonces (run #454) — Modele: nv200 2026-04-10 14:17:47 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-10 14:17:48 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-10 14:17:48 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-10 14:17:48 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-10 14:17:48 [INFO] [nv200] [LLM] .env restaure 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-10 14:17:48 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260410_140000/_summary.json