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Log : 20260401_140000
Erreur
Durée : 1398s
7 OK
/ 1 erreur(s)
5075 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-01 14:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-01 14:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-01 14:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-01 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 2026-04-01 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 2026-04-01 14:00:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:00:02 [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 2026-04-01 14:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 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 2026-04-01 14:00:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:00:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-01 14:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:00:10 [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 2026-04-01 14:00:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:00:12 [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 2026-04-01 14:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-01 14:00:15 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-01 14:00:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-01 14:00:20 [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 2026-04-01 14:00:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-01 14:00:22 [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 2026-04-01 14:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-01 14:00:26 [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 2026-04-01 14:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-01 14:00:28 [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 2026-04-01 14:00:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-01 14:00:31 [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 2026-04-01 14:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-01 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 2026-04-01 14:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-01 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 2026-04-01 14:00:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-01 14:00:39 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-04-01 14:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-01 14:00:44 [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 2026-04-01 14:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-01 14:00:47 [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 2026-04-01 14:00:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-01 14:00:51 [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 2026-04-01 14:00:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-01 14:00:53 [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 2026-04-01 14:00:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-01 14:00:56 [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 2026-04-01 14:00:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-01 14:00:59 [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 2026-04-01 14:01:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-01 14:01:01 [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 2026-04-01 14:01:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-01 14:01:05 [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 2026-04-01 14:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-01 14:01:07 [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 2026-04-01 14:01:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-01 14:01:09 [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 2026-04-01 14:01:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-01 14:01:11 [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 2026-04-01 14:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-01 14:01:14 [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 2026-04-01 14:01:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-01 14:01:17 [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 2026-04-01 14:01:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-01 14:01:21 [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 2026-04-01 14:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-01 14:01:23 [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 2026-04-01 14:01:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-01 14:01:26 [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 2026-04-01 14:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-01 14:01:28 [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 2026-04-01 14:01:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-01 14:01:32 [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 2026-04-01 14:01:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-01 14:01:35 [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 2026-04-01 14:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-01 14:01:39 [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 2026-04-01 14:01:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-01 14:01:43 [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 2026-04-01 14:01:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-01 14:01:46 [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 2026-04-01 14:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-01 14:01:49 [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 2026-04-01 14:01:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-01 14:01:53 [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 2026-04-01 14:01:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-01 14:01:56 [INFO] [clio_4] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=40 2026-04-01 14:01:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-01 14:01:59 [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 2026-04-01 14:02:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-01 14:02:02 [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 2026-04-01 14:02:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-01 14:02:05 [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 2026-04-01 14:02:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-01 14:02:09 [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 2026-04-01 14:02:11 [INFO] [clio_4] [SEARCH] 14 annonces recuperees (total: 1519) 2026-04-01 14:02:11 [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 2026-04-01 14:02:13 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-01 14:02:13 [INFO] [clio_4] [SEARCH] Termine : 1519 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260401_140000.csv 2026-04-01 14:02:13 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260401_140000.csv 2026-04-01 14:02:13 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260401_140000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-01 14:02:13 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-01 14:02:13 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:02:13 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260401_140000.csv 2026-04-01 14:02:13 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:02:15 [INFO] [clio_4] [IMPORT] 1519 lus, 1519 inseres, 0 ignores, 0 erreurs 2026-04-01 14:02:15 [INFO] [clio_4] [IMPORT] TOTAL : 1519 lus, 1519 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:02:15 [INFO] [clio_4] [IMPORT] 9567 annonces en base 2026-04-01 14:02:15 [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_20260401_140000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260401_140000.csv, Brand: renault, Model: clio_4 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] 1505 list_id lus dans le CSV. 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] 1538 annonces actives en base pour renault clio_4. 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] 33 annonce(s) marquées indisponibles. 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] CSV: 1505, Actives DB: 1538, Absentes: 33 2026-04-01 14:02:15 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 33 2026-04-01 14:02:15 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-01 14:02:15 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-01 14:02:15 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:02:15 [INFO] [clio_4] [DETAIL] 36 annonce(s) à enrichir (modèle: clio_4) 2026-04-01 14:02:36 [INFO] [clio_4] [DETAIL] Progression : 10/36 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-01 14:02:58 [INFO] [clio_4] [DETAIL] Progression : 20/36 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-01 14:03:23 [INFO] [clio_4] [DETAIL] Progression : 30/36 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-01 14:03:35 [INFO] [clio_4] [DETAIL] RESULTAT : 36 traitee(s), 36 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:03:35 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-01 14:03:35 [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 2026-04-01 14:03:39 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:03:39 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:03:39 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:03:39 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 34 2026-04-01 14:05:25 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:05:25 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:05:57 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:05:57 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 4 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:05:57 [INFO] [clio_4] [STATS] Resultats extraits : 34 2026-04-01 14:05:57 [INFO] [clio_4] [STATS] Evaluations inserees : 34 2026-04-01 14:05:58 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:05:58 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:05:58 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-01 14:05:58 [INFO] [clio_4] [STATS] ads.deal_columns : 3382 annonces mises à jour 2026-04-01 14:05:58 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 142.8s — 3382 annonces (run #247) — Modele: clio_4 2026-04-01 14:05:59 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-01 14:05:59 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:05:59 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:05:59 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:05:59 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-01 14:05:59 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-01 14:05:59 [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 2026-04-01 14:06:00 [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 2026-04-01 14:06:02 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:06:02 [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 2026-04-01 14:06:05 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:06:05 [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 2026-04-01 14:06:11 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:06:11 [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 2026-04-01 14:06:16 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:06:16 [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 2026-04-01 14:06:19 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:06:19 [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 2026-04-01 14:06:21 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-01 14:06:21 [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 2026-04-01 14:06:24 [INFO] [i20] [SEARCH] 25 annonces recuperees (total: 235) 2026-04-01 14:06:24 [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 2026-04-01 14:06:26 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-01 14:06:26 [INFO] [i20] [SEARCH] Termine : 235 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260401_140600.csv 2026-04-01 14:06:26 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260401_140600.csv 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260401_140600.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] Model override : i20 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260401_140600.csv 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] 235 lus, 235 inseres, 0 ignores, 0 erreurs 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] TOTAL : 235 lus, 235 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:06:26 [INFO] [i20] [IMPORT] 9572 annonces en base 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260401_140600.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260401_140600.csv, Brand: hyundai, Model: i20 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] 235 list_id lus dans le CSV. 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] 238 annonces actives en base pour hyundai i20. 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] CSV: 235, Actives DB: 238, Absentes: 3 2026-04-01 14:06:26 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 3 2026-04-01 14:06:26 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-01 14:06:26 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-01 14:06:26 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:06:26 [INFO] [i20] [DETAIL] 5 annonce(s) à enrichir (modèle: i20) 2026-04-01 14:06:37 [INFO] [i20] [DETAIL] RESULTAT : 5 traitee(s), 5 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:06:37 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-01 14:06:37 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-01 14:06:40 [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. 2026-04-01 14:06:40 [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. 2026-04-01 14:06:41 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:06:41 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 5 2026-04-01 14:07:16 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:07:16 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 5 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:07:16 [INFO] [i20] [STATS] Resultats extraits : 5 2026-04-01 14:07:16 [INFO] [i20] [STATS] Evaluations inserees : 5 2026-04-01 14:07:16 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:07:16 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:07:16 [INFO] [i20] [STATS] referentiel_prix : 43 segments insérés 2026-04-01 14:07:16 [INFO] [i20] [STATS] ads.deal_columns : 398 annonces mises à jour 2026-04-01 14:07:16 [INFO] [i20] [STATS] ANALYSE TERMINEE en 38.8s — 398 annonces (run #248) — Modele: i20 2026-04-01 14:07:17 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-01 14:07:17 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:07:17 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:07:17 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:07:17 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-01 14:07:17 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-01 14:07:17 [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 2026-04-01 14:07:18 [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 2026-04-01 14:07:22 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:07:22 [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 2026-04-01 14:07:24 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:07:24 [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 2026-04-01 14:07:27 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:07:27 [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 2026-04-01 14:07:29 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:07:29 [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 2026-04-01 14:07:32 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:07:32 [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 2026-04-01 14:07:34 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-01 14:07:34 [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 2026-04-01 14:07:36 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-01 14:07:36 [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 2026-04-01 14:07:39 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-01 14:07:39 [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 2026-04-01 14:07:44 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-01 14:07:44 [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 2026-04-01 14:07:47 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-01 14:07:47 [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 2026-04-01 14:07:49 [INFO] [berlingo] [SEARCH] 1 annonces recuperees (total: 351) 2026-04-01 14:07:49 [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 2026-04-01 14:07:51 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-01 14:07:51 [INFO] [berlingo] [SEARCH] Termine : 351 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260401_140718.csv 2026-04-01 14:07:52 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260401_140718.csv 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260401_140718.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260401_140718.csv 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] 351 lus, 351 inseres, 0 ignores, 0 erreurs 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] TOTAL : 351 lus, 351 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:07:52 [INFO] [berlingo] [IMPORT] 9578 annonces en base 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260401_140718.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260401_140718.csv, Brand: citroen, Model: berlingo 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] 350 list_id lus dans le CSV. 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] 358 annonces actives en base pour citroen berlingo. 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] 8 annonce(s) marquées indisponibles. 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] CSV: 350, Actives DB: 358, Absentes: 8 2026-04-01 14:07:52 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 8 2026-04-01 14:07:52 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-01 14:07:52 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-01 14:07:52 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:07:52 [INFO] [berlingo] [DETAIL] 6 annonce(s) à enrichir (modèle: berlingo) 2026-04-01 14:08:04 [INFO] [berlingo] [DETAIL] RESULTAT : 6 traitee(s), 6 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:08:04 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-01 14:08:04 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-01 14:08:08 [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. 2026-04-01 14:08:08 [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. 2026-04-01 14:08:08 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:08:08 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 6 2026-04-01 14:08:45 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:08:45 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 6 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:08:45 [INFO] [berlingo] [STATS] Resultats extraits : 6 2026-04-01 14:08:45 [INFO] [berlingo] [STATS] Evaluations inserees : 6 2026-04-01 14:08:46 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:08:46 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:08:46 [INFO] [berlingo] [STATS] referentiel_prix : 58 segments insérés 2026-04-01 14:08:46 [INFO] [berlingo] [STATS] ads.deal_columns : 601 annonces mises à jour 2026-04-01 14:08:46 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 41.3s — 601 annonces (run #249) — Modele: berlingo 2026-04-01 14:08:46 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-01 14:08:47 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:08:47 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:08:47 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:08:47 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-01 14:08:47 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-01 14:08:47 [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 2026-04-01 14:08:47 [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 2026-04-01 14:08:52 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:08:52 [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 2026-04-01 14:08:55 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:08:55 [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 2026-04-01 14:08:58 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:08:58 [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 2026-04-01 14:09:00 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:09:00 [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 2026-04-01 14:09:03 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:09:03 [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 2026-04-01 14:09:06 [INFO] [c4] [SEARCH] 34 annonces recuperees (total: 209) 2026-04-01 14:09:06 [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 2026-04-01 14:09:07 [INFO] [c4] [SEARCH] Page 7 : aucune annonce, arret de la pagination. 2026-04-01 14:09:07 [INFO] [c4] [SEARCH] Termine : 209 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260401_140847.csv 2026-04-01 14:09:08 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260401_140847.csv 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260401_140847.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] Model override : c4 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260401_140847.csv 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] 209 lus, 209 inseres, 0 ignores, 0 erreurs 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] TOTAL : 209 lus, 209 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:08 [INFO] [c4] [IMPORT] 9580 annonces en base 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260401_140847.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260401_140847.csv, Brand: citroen, Model: c4 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] 208 list_id lus dans le CSV. 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] 212 annonces actives en base pour citroen c4. 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] CSV: 208, Actives DB: 212, Absentes: 4 2026-04-01 14:09:08 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 4 2026-04-01 14:09:08 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-01 14:09:08 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-01 14:09:08 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:08 [INFO] [c4] [DETAIL] 3 annonce(s) à enrichir (modèle: c4) 2026-04-01 14:09:14 [INFO] [c4] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:09:14 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-01 14:09:14 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-01 14:09:17 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:09:17 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:09:18 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:09:18 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 2 2026-04-01 14:09:38 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:09:38 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:09:38 [INFO] [c4] [STATS] Resultats extraits : 2 2026-04-01 14:09:38 [INFO] [c4] [STATS] Evaluations inserees : 2 2026-04-01 14:09:38 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:09:38 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:09:38 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-01 14:09:38 [INFO] [c4] [STATS] ads.deal_columns : 365 annonces mises à jour 2026-04-01 14:09:38 [INFO] [c4] [STATS] ANALYSE TERMINEE en 23.9s — 365 annonces (run #250) — Modele: c4 2026-04-01 14:09:39 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-01 14:09:39 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:09:39 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:09:39 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:09:39 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-01 14:09:39 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-01 14:09:39 [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 2026-04-01 14:09:40 [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 2026-04-01 14:09:42 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:09:42 [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 2026-04-01 14:09:45 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:09:45 [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 2026-04-01 14:09:48 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:09:48 [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 2026-04-01 14:09:50 [INFO] [scenic] [SEARCH] 31 annonces recuperees (total: 136) 2026-04-01 14:09:50 [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 2026-04-01 14:09:51 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-01 14:09:51 [INFO] [scenic] [SEARCH] Termine : 136 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260401_140940.csv 2026-04-01 14:09:52 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260401_140940.csv 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260401_140940.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260401_140940.csv 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] 136 lus, 136 inseres, 0 ignores, 0 erreurs 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] TOTAL : 136 lus, 136 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:52 [INFO] [scenic] [IMPORT] 9582 annonces en base 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260401_140940.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260401_140940.csv, Brand: renault, Model: scenic 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] 136 list_id lus dans le CSV. 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] 137 annonces actives en base pour renault scenic. 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] CSV: 136, Actives DB: 137, Absentes: 1 2026-04-01 14:09:52 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 1 2026-04-01 14:09:52 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-01 14:09:52 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-01 14:09:52 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:09:52 [INFO] [scenic] [DETAIL] 2 annonce(s) à enrichir (modèle: scenic) 2026-04-01 14:09:55 [INFO] [scenic] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:09:55 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-01 14:09:55 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-01 14:09:58 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:09:58 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-01 14:09:59 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:09:59 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 2 2026-04-01 14:10:33 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:10:33 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:10:33 [INFO] [scenic] [STATS] Resultats extraits : 2 2026-04-01 14:10:33 [INFO] [scenic] [STATS] Evaluations inserees : 2 2026-04-01 14:10:34 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:10:34 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:10:34 [INFO] [scenic] [STATS] referentiel_prix : 24 segments insérés 2026-04-01 14:10:34 [INFO] [scenic] [STATS] ads.deal_columns : 248 annonces mises à jour 2026-04-01 14:10:34 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 38.2s — 248 annonces (run #251) — Modele: scenic 2026-04-01 14:10:34 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-01 14:10:35 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:10:35 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:10:35 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:10:35 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-01 14:10:35 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-01 14:10:35 [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 2026-04-01 14:10:35 [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 2026-04-01 14:10:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:10:37 [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 2026-04-01 14:10:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:10:40 [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 2026-04-01 14:10:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:10:43 [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 2026-04-01 14:10:45 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:10:45 [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 2026-04-01 14:10:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:10:48 [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 2026-04-01 14:10:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-01 14:10:50 [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 2026-04-01 14:10:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-01 14:10:53 [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 2026-04-01 14:10:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-01 14:10:55 [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 2026-04-01 14:11:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-01 14:11:00 [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 2026-04-01 14:11:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-01 14:11:03 [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 2026-04-01 14:11:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-01 14:11:06 [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 2026-04-01 14:11:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-01 14:11:13 [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 2026-04-01 14:11:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-01 14:11:21 [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 2026-04-01 14:11:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-01 14:11:24 [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 2026-04-01 14:11:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-01 14:11:27 [INFO] [5008] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=16 2026-04-01 14:11:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-01 14:11:29 [INFO] [5008] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=17 2026-04-01 14:11:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-01 14:11:32 [INFO] [5008] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=18 2026-04-01 14:11:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-01 14:11:35 [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 2026-04-01 14:11:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-01 14:11:37 [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 2026-04-01 14:11:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-01 14:11:40 [INFO] [5008] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=21 2026-04-01 14:11:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-01 14:11:43 [INFO] [5008] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=22 2026-04-01 14:11:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-01 14:11:46 [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 2026-04-01 14:12:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-01 14:12:05 [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 2026-04-01 14:12:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-01 14:12:07 [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 2026-04-01 14:12:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-01 14:12:10 [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 2026-04-01 14:12:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-01 14:12:24 [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 2026-04-01 14:12:26 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-01 14:12:26 [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 2026-04-01 14:12:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-01 14:12:29 [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 2026-04-01 14:12:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-01 14:12:31 [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 2026-04-01 14:12:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-01 14:12:34 [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 2026-04-01 14:12:37 [INFO] [5008] [SEARCH] 28 annonces recuperees (total: 1078) 2026-04-01 14:12:37 [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 2026-04-01 14:12:59 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-04-01 14:12:59 [INFO] [5008] [SEARCH] Termine : 1078 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260401_141035.csv 2026-04-01 14:12:59 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260401_141035.csv 2026-04-01 14:12:59 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260401_141035.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-01 14:12:59 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-01 14:12:59 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:12:59 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260401_141035.csv 2026-04-01 14:12:59 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:13:01 [INFO] [5008] [IMPORT] 1078 lus, 1078 inseres, 0 ignores, 0 erreurs 2026-04-01 14:13:01 [INFO] [5008] [IMPORT] TOTAL : 1078 lus, 1078 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:13:01 [INFO] [5008] [IMPORT] 9600 annonces en base 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260401_141035.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260401_141035.csv, Brand: peugeot, Model: 5008 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] 1061 list_id lus dans le CSV. 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] 1092 annonces actives en base pour peugeot 5008. 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] 31 annonce(s) marquées indisponibles. 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] CSV: 1061, Actives DB: 1092, Absentes: 31 2026-04-01 14:13:01 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 31 2026-04-01 14:13:01 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-01 14:13:01 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-01 14:13:01 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:13:01 [INFO] [5008] [DETAIL] 18 annonce(s) à enrichir (modèle: 5008) 2026-04-01 14:13:26 [INFO] [5008] [DETAIL] Progression : 10/18 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-01 14:13:57 [INFO] [5008] [DETAIL] RESULTAT : 18 traitee(s), 18 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:13:57 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-01 14:13:57 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-01 14:14:01 [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. 2026-04-01 14:14:01 [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. 2026-04-01 14:14:02 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:14:02 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 18 2026-04-01 14:15:24 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:15:24 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 18 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:15:24 [INFO] [5008] [STATS] Resultats extraits : 18 2026-04-01 14:15:24 [INFO] [5008] [STATS] Evaluations inserees : 18 2026-04-01 14:15:24 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:15:24 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:15:24 [INFO] [5008] [STATS] referentiel_prix : 70 segments insérés 2026-04-01 14:15:24 [INFO] [5008] [STATS] ads.deal_columns : 2038 annonces mises à jour 2026-04-01 14:15:24 [INFO] [5008] [STATS] ANALYSE TERMINEE en 86.5s — 2038 annonces (run #252) — Modele: 5008 2026-04-01 14:15:25 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-01 14:15:25 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:15:25 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:15:25 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:15:25 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-01 14:15:25 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-01 14:15:25 [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 2026-04-01 14:15:26 [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 2026-04-01 14:15:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-01 14:15:29 [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 2026-04-01 14:15:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-01 14:15:47 [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 2026-04-01 14:15:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-01 14:15:52 [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 2026-04-01 14:15:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-01 14:15:55 [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 2026-04-01 14:15:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-01 14:15:57 [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 2026-04-01 14:16:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-01 14:16:15 [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 2026-04-01 14:16:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-01 14:16:18 [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 2026-04-01 14:16:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-01 14:16:20 [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 2026-04-01 14:16:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-01 14:16:24 [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 2026-04-01 14:16:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-01 14:16:27 [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 2026-04-01 14:16:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-01 14:16:30 [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 2026-04-01 14:16:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-01 14:16:32 [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 2026-04-01 14:16:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-01 14:16:35 [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 2026-04-01 14:16:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-01 14:16:37 [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 2026-04-01 14:16:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-01 14:16:42 [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 2026-04-01 14:16:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-01 14:16:46 [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 2026-04-01 14:16:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-01 14:16:49 [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 2026-04-01 14:17:02 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-01 14:17:02 [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 2026-04-01 14:17:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-01 14:17:07 [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 2026-04-01 14:17:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-01 14:17:10 [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 2026-04-01 14:17:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-01 14:17:13 [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 2026-04-01 14:17:16 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-01 14:17:16 [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 2026-04-01 14:17:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-01 14:17:18 [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 2026-04-01 14:17:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-01 14:17:21 [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 2026-04-01 14:17:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-01 14:17:23 [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 2026-04-01 14:17:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-01 14:17:25 [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 2026-04-01 14:17:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-01 14:17:29 [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 2026-04-01 14:17:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-01 14:17:31 [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 2026-04-01 14:17:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-01 14:17:34 [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 2026-04-01 14:17:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-01 14:17:37 [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 2026-04-01 14:17:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-01 14:17:39 [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 2026-04-01 14:17:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-01 14:17:43 [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 2026-04-01 14:17:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-01 14:17:45 [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 2026-04-01 14:17:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-01 14:17:48 [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 2026-04-01 14:17:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-01 14:17:53 [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 2026-04-01 14:17:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-01 14:17:56 [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 2026-04-01 14:17:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-01 14:17:58 [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 2026-04-01 14:18:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-01 14:18:01 [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 2026-04-01 14:18:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-01 14:18:20 [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 2026-04-01 14:18:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-01 14:18:22 [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 2026-04-01 14:18:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-01 14:18:24 [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 2026-04-01 14:18:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-01 14:18:43 [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 2026-04-01 14:18:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-01 14:18:46 [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 2026-04-01 14:18:49 [INFO] [fiesta] [SEARCH] 23 annonces recuperees (total: 1528) 2026-04-01 14:18:49 [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 2026-04-01 14:18:51 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-01 14:18:51 [INFO] [fiesta] [SEARCH] Termine : 1528 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260401_141526.csv 2026-04-01 14:18:51 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260401_141526.csv 2026-04-01 14:18:51 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260401_141526.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-01 14:18:51 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-01 14:18:51 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-01 14:18:51 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260401_141526.csv 2026-04-01 14:18:51 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:18:53 [INFO] [fiesta] [IMPORT] 1528 lus, 1528 inseres, 0 ignores, 0 erreurs 2026-04-01 14:18:53 [INFO] [fiesta] [IMPORT] TOTAL : 1528 lus, 1528 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:18:53 [INFO] [fiesta] [IMPORT] 9621 annonces en base 2026-04-01 14:18:53 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260401_141526.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:18:53 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260401_141526.csv, Brand: ford, Model: fiesta 2026-04-01 14:18:54 [INFO] [fiesta] [AVAILABILITY] 1521 list_id lus dans le CSV. 2026-04-01 14:18:54 [INFO] [fiesta] [AVAILABILITY] 1547 annonces actives en base pour ford fiesta. 2026-04-01 14:18:54 [INFO] [fiesta] [AVAILABILITY] 26 annonce(s) marquées indisponibles. 2026-04-01 14:18:54 [INFO] [fiesta] [AVAILABILITY] CSV: 1521, Actives DB: 1547, Absentes: 26 2026-04-01 14:18:54 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 26 2026-04-01 14:18:54 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-01 14:18:54 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-01 14:18:54 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-01 14:18:54 [INFO] [fiesta] [DETAIL] 30 annonce(s) à enrichir (modèle: fiesta) 2026-04-01 14:19:48 [INFO] [fiesta] [DETAIL] Progression : 10/30 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-01 14:20:50 [INFO] [fiesta] [DETAIL] Progression : 20/30 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-01 14:21:28 [INFO] [fiesta] [DETAIL] Progression : 30/30 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-01 14:21:28 [INFO] [fiesta] [DETAIL] RESULTAT : 30 traitee(s), 30 enrichies, 0 introuvables, 0 erreurs 2026-04-01 14:21:28 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-01 14:21:29 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-01 14:21:32 [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. 2026-04-01 14:21:32 [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. 2026-04-01 14:21:33 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:21:33 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 21 2026-04-01 14:22:45 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-01 14:22:45 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 21 resultats extraits (modele=gpt-5-nano) 2026-04-01 14:22:45 [INFO] [fiesta] [STATS] Resultats extraits : 21 2026-04-01 14:22:45 [INFO] [fiesta] [STATS] Evaluations inserees : 21 2026-04-01 14:22:46 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-01 14:22:46 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-01 14:22:46 [INFO] [fiesta] [STATS] referentiel_prix : 55 segments insérés 2026-04-01 14:22:46 [INFO] [fiesta] [STATS] ads.deal_columns : 2231 annonces mises à jour 2026-04-01 14:22:46 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 76.9s — 2231 annonces (run #253) — Modele: fiesta 2026-04-01 14:22:46 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-01 14:22:47 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-01 14:22:47 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-01 14:22:47 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-01 14:22:47 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-01 14:22:47 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-01 14:22:47 [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 2026-04-01 14:22:47 [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 2026-04-01 14:23:18 [ERROR] [nv200] [SEARCH] Erreur lors de l'appel a l'API: HTTPSConnectionPool(host='piloterr.com', port=443): Read timed out. (read timeout=30) 2026-04-01 14:23:18 [ERROR] [nv200] [SEARCH] Crawler echoue pour nv200 2026-04-01 14:23:18 [INFO] [nv200] [SEARCH] .env restaure 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] nv200 -> ERREUR crawler 2026-04-01 14:23:18 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260401_140000/_summary.json