Administration
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Log : 20260414_140000
OK
Durée : 1262s
8 OK
5256 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-14 14:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-14 14:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-14 14:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-14 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 2026-04-14 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 2026-04-14 14:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 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 2026-04-14 14:00:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:00:06 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-14 14:00:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 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 2026-04-14 14:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 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 2026-04-14 14:00:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 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 2026-04-14 14:00:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:00:17 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-14 14:00:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 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 2026-04-14 14:00:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 14:00:23 [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 2026-04-14 14:00:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 14:00:27 [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 2026-04-14 14:00:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 14:00:29 [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 2026-04-14 14:00:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-14 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 2026-04-14 14:00:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-14 14:00:35 [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 2026-04-14 14:00:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-14 14:00:39 [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 2026-04-14 14:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-14 14:00:42 [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 2026-04-14 14:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-14 14:00:45 [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 2026-04-14 14:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-14 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 2026-04-14 14:00:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-14 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 2026-04-14 14:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-14 14:00:55 [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 2026-04-14 14:00:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-14 14:00:57 [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 2026-04-14 14:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-14 14:01:00 [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 2026-04-14 14:01:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-14 14:01:02 [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 2026-04-14 14:01:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-14 14:01:04 [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 2026-04-14 14:01:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-14 14:01:08 [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 2026-04-14 14:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-14 14:01:12 [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 2026-04-14 14:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-14 14:01:14 [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 2026-04-14 14:01:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-14 14:01:17 [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 2026-04-14 14:01:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-14 14:01:20 [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 2026-04-14 14:01:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-14 14:01:22 [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 2026-04-14 14:01:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-14 14:01:25 [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 2026-04-14 14:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-14 14:01:30 [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 2026-04-14 14:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-14 14:01:33 [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 2026-04-14 14:01:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-14 14:01:35 [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 2026-04-14 14:01:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-14 14:01:37 [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 2026-04-14 14:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-14 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 2026-04-14 14:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-14 14:01:42 [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 2026-04-14 14:01:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-14 14:01:44 [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 2026-04-14 14:01:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-14 14:01:46 [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 2026-04-14 14:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-14 14:01:49 [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 2026-04-14 14:01:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-14 14:01:52 [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 2026-04-14 14:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-14 14:01:54 [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 2026-04-14 14:01:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-14 14:01:57 [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 2026-04-14 14:01:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-14 14:01:59 [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 2026-04-14 14:02:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-14 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 2026-04-14 14:02:04 [INFO] [clio_4] [SEARCH] 18 annonces recuperees (total: 1523) 2026-04-14 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 2026-04-14 14:02:06 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-14 14:02:06 [INFO] [clio_4] [SEARCH] Termine : 1523 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260414_140000.csv 2026-04-14 14:02:06 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260414_140000.csv 2026-04-14 14:02:06 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260414_140000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-14 14:02:06 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-14 14:02:06 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:02:06 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260414_140000.csv 2026-04-14 14:02:06 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:02:10 [INFO] [clio_4] [IMPORT] 1523 lus, 1523 inseres, 0 ignores, 0 erreurs 2026-04-14 14:02:10 [INFO] [clio_4] [IMPORT] TOTAL : 1523 lus, 1523 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:02:10 [INFO] [clio_4] [IMPORT] 12241 annonces en base 2026-04-14 14:02:10 [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_20260414_140000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260414_140000.csv, Brand: renault, Model: clio_4 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] 1510 list_id lus dans le CSV. 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] 1536 annonces actives en base pour renault clio_4. 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] 26 annonce(s) marquées indisponibles. 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] CSV: 1510, Actives DB: 1536, Absentes: 26 2026-04-14 14:02:10 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 26 2026-04-14 14:02:10 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-14 14:02:10 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-14 14:02:10 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:02:10 [INFO] [clio_4] [DETAIL] 19 annonce(s) à enrichir (modèle: clio_4) 2026-04-14 14:02:33 [INFO] [clio_4] [DETAIL] Progression : 10/19 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 14:02:51 [INFO] [clio_4] [DETAIL] RESULTAT : 19 traitee(s), 19 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:02:51 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-14 14:02:51 [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 2026-04-14 14:02:56 [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. 2026-04-14 14:02:56 [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. 2026-04-14 14:02:57 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:02:57 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 17 2026-04-14 14:04:50 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:04:50 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 17 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:04:50 [INFO] [clio_4] [STATS] Resultats extraits : 17 2026-04-14 14:04:50 [INFO] [clio_4] [STATS] Evaluations inserees : 17 2026-04-14 14:04:52 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:04:52 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:04:52 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-14 14:04:52 [INFO] [clio_4] [STATS] ads.deal_columns : 4311 annonces mises à jour 2026-04-14 14:04:52 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 119.2s — 4311 annonces (run #541) — Modele: clio_4 2026-04-14 14:04:53 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-14 14:04:53 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:04:53 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:04:53 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:04:53 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-14 14:04:53 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-14 14:04:53 [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 2026-04-14 14:04:54 [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 2026-04-14 14:04:56 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:04:56 [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 2026-04-14 14:04:58 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:04:58 [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 2026-04-14 14:05:00 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:05:00 [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 2026-04-14 14:05:04 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 14:05:04 [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 2026-04-14 14:05:06 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 14:05:06 [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 2026-04-14 14:05:10 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:05:10 [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 2026-04-14 14:05:12 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 14:05:12 [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 2026-04-14 14:05:16 [INFO] [i20] [SEARCH] 4 annonces recuperees (total: 249) 2026-04-14 14:05:16 [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 2026-04-14 14:05:17 [INFO] [i20] [SEARCH] Page 9 : aucune annonce, arret de la pagination. 2026-04-14 14:05:17 [INFO] [i20] [SEARCH] Termine : 249 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260414_140454.csv 2026-04-14 14:05:17 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260414_140454.csv 2026-04-14 14:05:17 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260414_140454.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] Model override : i20 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260414_140454.csv 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] 249 lus, 249 inseres, 0 ignores, 0 erreurs 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] TOTAL : 249 lus, 249 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:05:18 [INFO] [i20] [IMPORT] 12245 annonces en base 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260414_140454.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260414_140454.csv, Brand: hyundai, Model: i20 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] 247 list_id lus dans le CSV. 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] 255 annonces actives en base pour hyundai i20. 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] 8 annonce(s) marquées indisponibles. 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] CSV: 247, Actives DB: 255, Absentes: 8 2026-04-14 14:05:18 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 8 2026-04-14 14:05:18 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-14 14:05:18 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-14 14:05:18 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:05:18 [INFO] [i20] [DETAIL] 4 annonce(s) à enrichir (modèle: i20) 2026-04-14 14:05:27 [INFO] [i20] [DETAIL] RESULTAT : 4 traitee(s), 4 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:05:27 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-14 14:05:28 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-14 14:05:31 [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. 2026-04-14 14:05:31 [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. 2026-04-14 14:05:31 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:05:31 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 4 2026-04-14 14:06:15 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:06:15 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:06:15 [INFO] [i20] [STATS] Resultats extraits : 3 2026-04-14 14:06:15 [INFO] [i20] [STATS] Evaluations inserees : 3 2026-04-14 14:06:16 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:06:16 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:06:16 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-14 14:06:16 [INFO] [i20] [STATS] ads.deal_columns : 544 annonces mises à jour 2026-04-14 14:06:16 [INFO] [i20] [STATS] ANALYSE TERMINEE en 48.1s — 544 annonces (run #542) — Modele: i20 2026-04-14 14:06:16 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-14 14:06:17 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:06:17 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 1 2026-04-14 14:06:25 [INFO] [i20] [LLM] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:06:25 [INFO] [i20] [LLM] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:06:25 [INFO] [i20] [LLM] Resultats extraits : 1 2026-04-14 14:06:25 [INFO] [i20] [LLM] Evaluations inserees : 1 2026-04-14 14:06:26 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-14 14:06:26 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-14 14:06:26 [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 2026-04-14 14:06:26 [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 2026-04-14 14:06:29 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:06:29 [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 2026-04-14 14:06:31 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:06:31 [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 2026-04-14 14:06:34 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:06:34 [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 2026-04-14 14:06:37 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 14:06:37 [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 2026-04-14 14:06:39 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 14:06:39 [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 2026-04-14 14:06:43 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:06:43 [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 2026-04-14 14:06:46 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 14:06:46 [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 2026-04-14 14:06:49 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 14:06:49 [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 2026-04-14 14:06:52 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 14:06:52 [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 2026-04-14 14:06:55 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 14:06:55 [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 2026-04-14 14:06:57 [INFO] [berlingo] [SEARCH] 11 annonces recuperees (total: 361) 2026-04-14 14:06:57 [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 2026-04-14 14:06:59 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-14 14:06:59 [INFO] [berlingo] [SEARCH] Termine : 361 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260414_140626.csv 2026-04-14 14:06:59 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260414_140626.csv 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260414_140626.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260414_140626.csv 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] 361 lus, 361 inseres, 0 ignores, 0 erreurs 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] TOTAL : 361 lus, 361 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:06:59 [INFO] [berlingo] [IMPORT] 12262 annonces en base 2026-04-14 14:06:59 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260414_140626.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:06:59 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260414_140626.csv, Brand: citroen, Model: berlingo 2026-04-14 14:07:00 [INFO] [berlingo] [AVAILABILITY] 360 list_id lus dans le CSV. 2026-04-14 14:07:00 [INFO] [berlingo] [AVAILABILITY] 379 annonces actives en base pour citroen berlingo. 2026-04-14 14:07:00 [INFO] [berlingo] [AVAILABILITY] 19 annonce(s) marquées indisponibles. 2026-04-14 14:07:00 [INFO] [berlingo] [AVAILABILITY] CSV: 360, Actives DB: 379, Absentes: 19 2026-04-14 14:07:00 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 19 2026-04-14 14:07:00 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-14 14:07:00 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-14 14:07:00 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:07:00 [INFO] [berlingo] [DETAIL] 17 annonce(s) à enrichir (modèle: berlingo) 2026-04-14 14:07:23 [INFO] [berlingo] [DETAIL] Progression : 10/17 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 14:07:36 [INFO] [berlingo] [DETAIL] RESULTAT : 17 traitee(s), 17 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:07:36 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-14 14:07:36 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-14 14:07:39 [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. 2026-04-14 14:07:39 [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. 2026-04-14 14:07:40 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:07:40 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 17 2026-04-14 14:09:14 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:09:14 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 17 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:09:14 [INFO] [berlingo] [STATS] Resultats extraits : 17 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] Evaluations inserees : 17 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] referentiel_prix : 63 segments insérés 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] ads.deal_columns : 716 annonces mises à jour 2026-04-14 14:09:15 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 98.9s — 716 annonces (run #543) — Modele: berlingo 2026-04-14 14:09:16 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-14 14:09:16 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:09:16 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:09:16 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:09:16 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-14 14:09:16 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-14 14:09:16 [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 2026-04-14 14:09:17 [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 2026-04-14 14:09:19 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:09:19 [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 2026-04-14 14:09:21 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:09:21 [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 2026-04-14 14:09:24 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:09:24 [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 2026-04-14 14:09:26 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 14:09:26 [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 2026-04-14 14:09:29 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 14:09:29 [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 2026-04-14 14:09:37 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:09:37 [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 2026-04-14 14:09:38 [INFO] [c4] [SEARCH] 8 annonces recuperees (total: 218) 2026-04-14 14:09:38 [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 2026-04-14 14:09:40 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-14 14:09:40 [INFO] [c4] [SEARCH] Termine : 218 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260414_140917.csv 2026-04-14 14:09:40 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260414_140917.csv 2026-04-14 14:09:40 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260414_140917.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-14 14:09:40 [INFO] [c4] [IMPORT] Model override : c4 2026-04-14 14:09:40 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:09:40 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260414_140917.csv 2026-04-14 14:09:40 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:09:41 [INFO] [c4] [IMPORT] 218 lus, 218 inseres, 0 ignores, 0 erreurs 2026-04-14 14:09:41 [INFO] [c4] [IMPORT] TOTAL : 218 lus, 218 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:09:41 [INFO] [c4] [IMPORT] 12266 annonces en base 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260414_140917.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260414_140917.csv, Brand: citroen, Model: c4 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] 218 list_id lus dans le CSV. 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] 220 annonces actives en base pour citroen c4. 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] CSV: 218, Actives DB: 220, Absentes: 2 2026-04-14 14:09:41 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 2 2026-04-14 14:09:41 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-14 14:09:41 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-14 14:09:41 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:09:41 [INFO] [c4] [DETAIL] 4 annonce(s) à enrichir (modèle: c4) 2026-04-14 14:09:47 [INFO] [c4] [DETAIL] RESULTAT : 4 traitee(s), 4 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:09:47 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-14 14:09:47 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-14 14:09:50 [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. 2026-04-14 14:09:50 [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. 2026-04-14 14:09:51 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:09:51 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 4 2026-04-14 14:10:44 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:10:44 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 4 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:10:44 [INFO] [c4] [STATS] Resultats extraits : 4 2026-04-14 14:10:44 [INFO] [c4] [STATS] Evaluations inserees : 4 2026-04-14 14:10:44 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:10:44 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:10:44 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-14 14:10:45 [INFO] [c4] [STATS] ads.deal_columns : 457 annonces mises à jour 2026-04-14 14:10:45 [INFO] [c4] [STATS] ANALYSE TERMINEE en 56.9s — 457 annonces (run #544) — Modele: c4 2026-04-14 14:10:45 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-14 14:10:46 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:10:46 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:10:46 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:10:46 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-14 14:10:46 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-14 14:10:46 [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 2026-04-14 14:10:46 [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 2026-04-14 14:10:48 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:10:48 [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 2026-04-14 14:10:50 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:10:50 [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 2026-04-14 14:10:53 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:10:53 [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 2026-04-14 14:10:55 [INFO] [scenic] [SEARCH] 22 annonces recuperees (total: 127) 2026-04-14 14:10:55 [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 2026-04-14 14:10:57 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-14 14:10:57 [INFO] [scenic] [SEARCH] Termine : 127 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260414_141046.csv 2026-04-14 14:10:57 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260414_141046.csv 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260414_141046.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260414_141046.csv 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] 127 lus, 127 inseres, 0 ignores, 0 erreurs 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] TOTAL : 127 lus, 127 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:10:57 [INFO] [scenic] [IMPORT] 12267 annonces en base 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260414_141046.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260414_141046.csv, Brand: renault, Model: scenic 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] 127 list_id lus dans le CSV. 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] 129 annonces actives en base pour renault scenic. 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] CSV: 127, Actives DB: 129, Absentes: 2 2026-04-14 14:10:57 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 2 2026-04-14 14:10:57 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-14 14:10:57 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-14 14:10:57 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:10:57 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-14 14:10:59 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:10:59 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-14 14:10:59 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-14 14:11:02 [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. 2026-04-14 14:11:02 [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. 2026-04-14 14:11:03 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:11:03 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-14 14:11:14 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:11:14 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:11:14 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-14 14:11:14 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-14 14:11:14 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:11:14 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:11:14 [INFO] [scenic] [STATS] referentiel_prix : 26 segments insérés 2026-04-14 14:11:14 [INFO] [scenic] [STATS] ads.deal_columns : 309 annonces mises à jour 2026-04-14 14:11:14 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 15.4s — 309 annonces (run #545) — Modele: scenic 2026-04-14 14:11:15 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-14 14:11:15 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:11:15 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:11:15 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:11:16 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-14 14:11:16 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-14 14:11:16 [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 2026-04-14 14:11:16 [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 2026-04-14 14:11:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:11:19 [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 2026-04-14 14:11:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:11:21 [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 2026-04-14 14:11:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:11:24 [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 2026-04-14 14:11:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 14:11:27 [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 2026-04-14 14:11:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 14:11:29 [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 2026-04-14 14:11:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:11:33 [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 2026-04-14 14:11:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 14:11:35 [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 2026-04-14 14:11:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 14:11:38 [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 2026-04-14 14:11:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 14:11:40 [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 2026-04-14 14:11:42 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 14:11:42 [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 2026-04-14 14:11:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-14 14:11:44 [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 2026-04-14 14:11:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-14 14:11:48 [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 2026-04-14 14:11:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-14 14:11:51 [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 2026-04-14 14:11:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-14 14:11:53 [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 2026-04-14 14:11:56 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-14 14:11:56 [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 2026-04-14 14:11:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-14 14:11:58 [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 2026-04-14 14:12:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-14 14:12:00 [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 2026-04-14 14:12:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-14 14:12:03 [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 2026-04-14 14:12:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-14 14:12:05 [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 2026-04-14 14:12:08 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-14 14:12:08 [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 2026-04-14 14:12:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-14 14:12:10 [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 2026-04-14 14:12:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-14 14:12:13 [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 2026-04-14 14:12:15 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-14 14:12:15 [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 2026-04-14 14:12:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-14 14:12:18 [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 2026-04-14 14:12:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-14 14:12:20 [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 2026-04-14 14:12:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-14 14:12:29 [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 2026-04-14 14:12:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-14 14:12:31 [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 2026-04-14 14:12:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-14 14:12:34 [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 2026-04-14 14:12:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-14 14:12:37 [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 2026-04-14 14:12:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-14 14:12:39 [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 2026-04-14 14:12:42 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-14 14:12:42 [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 2026-04-14 14:12:49 [INFO] [5008] [SEARCH] 23 annonces recuperees (total: 1108) 2026-04-14 14:12:49 [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 2026-04-14 14:12:50 [INFO] [5008] [SEARCH] Page 33 : aucune annonce, arret de la pagination. 2026-04-14 14:12:50 [INFO] [5008] [SEARCH] Termine : 1108 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260414_141116.csv 2026-04-14 14:12:51 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260414_141116.csv 2026-04-14 14:12:51 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260414_141116.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-14 14:12:51 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-14 14:12:51 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:12:51 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260414_141116.csv 2026-04-14 14:12:51 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:12:53 [INFO] [5008] [IMPORT] 1108 lus, 1108 inseres, 0 ignores, 0 erreurs 2026-04-14 14:12:53 [INFO] [5008] [IMPORT] TOTAL : 1108 lus, 1108 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:12:53 [INFO] [5008] [IMPORT] 12279 annonces en base 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260414_141116.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260414_141116.csv, Brand: peugeot, Model: 5008 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] 1087 list_id lus dans le CSV. 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] 1124 annonces actives en base pour peugeot 5008. 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] 37 annonce(s) marquées indisponibles. 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] CSV: 1087, Actives DB: 1124, Absentes: 37 2026-04-14 14:12:53 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 37 2026-04-14 14:12:53 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-14 14:12:53 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-14 14:12:53 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:12:53 [INFO] [5008] [DETAIL] 12 annonce(s) à enrichir (modèle: 5008) 2026-04-14 14:13:12 [INFO] [5008] [DETAIL] Progression : 10/12 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 14:13:15 [INFO] [5008] [DETAIL] RESULTAT : 12 traitee(s), 12 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:13:15 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-14 14:13:15 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-14 14:13:19 [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. 2026-04-14 14:13:19 [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. 2026-04-14 14:13:20 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:13:20 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 12 2026-04-14 14:14:56 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:14:56 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 12 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:14:56 [INFO] [5008] [STATS] Resultats extraits : 12 2026-04-14 14:14:56 [INFO] [5008] [STATS] Evaluations inserees : 12 2026-04-14 14:14:57 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:14:57 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:14:57 [INFO] [5008] [STATS] referentiel_prix : 76 segments insérés 2026-04-14 14:14:57 [INFO] [5008] [STATS] ads.deal_columns : 2605 annonces mises à jour 2026-04-14 14:14:57 [INFO] [5008] [STATS] ANALYSE TERMINEE en 101.2s — 2605 annonces (run #546) — Modele: 5008 2026-04-14 14:14:58 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-14 14:14:58 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:14:58 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:14:58 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:14:58 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-14 14:14:58 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-14 14:14:58 [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 2026-04-14 14:14:59 [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 2026-04-14 14:15:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:15:01 [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 2026-04-14 14:15:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:15:05 [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 2026-04-14 14:15:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:15:08 [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 2026-04-14 14:15:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-14 14:15:12 [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 2026-04-14 14:15:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-14 14:15:15 [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 2026-04-14 14:15:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-14 14:15:18 [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 2026-04-14 14:15:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-14 14:15:20 [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 2026-04-14 14:15:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-14 14:15:23 [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 2026-04-14 14:15:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-14 14:15:25 [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 2026-04-14 14:15:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-14 14:15:28 [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 2026-04-14 14:15:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-14 14:15:30 [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 2026-04-14 14:15:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-14 14:15:35 [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 2026-04-14 14:15:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-14 14:15:37 [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 2026-04-14 14:15:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-14 14:15:39 [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 2026-04-14 14:15:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-14 14:15:41 [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 2026-04-14 14:15:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-14 14:15:44 [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 2026-04-14 14:15:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-14 14:15:46 [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 2026-04-14 14:15:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-14 14:15:50 [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 2026-04-14 14:15:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-14 14:15:54 [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 2026-04-14 14:15:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-14 14:15:57 [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 2026-04-14 14:15:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-14 14:15:59 [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 2026-04-14 14:16:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-14 14:16:03 [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 2026-04-14 14:16:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-14 14:16:07 [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 2026-04-14 14:16:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-14 14:16:09 [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 2026-04-14 14:16:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-14 14:16:12 [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 2026-04-14 14:16:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-14 14:16:17 [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 2026-04-14 14:16:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-14 14:16:19 [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 2026-04-14 14:16:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-14 14:16:22 [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 2026-04-14 14:16:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-14 14:16:24 [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 2026-04-14 14:16:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-14 14:16:28 [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 2026-04-14 14:16:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-14 14:16:30 [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 2026-04-14 14:16:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-14 14:16:33 [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 2026-04-14 14:16:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-14 14:16:35 [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 2026-04-14 14:16:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-14 14:16:37 [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 2026-04-14 14:16:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-14 14:16:42 [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 2026-04-14 14:16:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-14 14:16:44 [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 2026-04-14 14:16:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-14 14:16:46 [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 2026-04-14 14:16:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-14 14:16:49 [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 2026-04-14 14:16:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-14 14:16:52 [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 2026-04-14 14:16:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-14 14:16:54 [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 2026-04-14 14:16:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-14 14:16:56 [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 2026-04-14 14:16:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-14 14:16:59 [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 2026-04-14 14:17:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-14 14:17:03 [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 2026-04-14 14:17:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-14 14:17:05 [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 2026-04-14 14:17:07 [INFO] [fiesta] [SEARCH] 7 annonces recuperees (total: 1547) 2026-04-14 14:17:07 [INFO] [fiesta] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=46 2026-04-14 14:17:13 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-14 14:17:13 [INFO] [fiesta] [SEARCH] Termine : 1547 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260414_141459.csv 2026-04-14 14:17:13 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260414_141459.csv 2026-04-14 14:17:13 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260414_141459.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-14 14:17:13 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-14 14:17:13 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:17:13 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260414_141459.csv 2026-04-14 14:17:13 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:17:16 [INFO] [fiesta] [IMPORT] 1547 lus, 1547 inseres, 0 ignores, 0 erreurs 2026-04-14 14:17:16 [INFO] [fiesta] [IMPORT] TOTAL : 1547 lus, 1547 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:17:16 [INFO] [fiesta] [IMPORT] 12308 annonces en base 2026-04-14 14:17:16 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260414_141459.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260414_141459.csv, Brand: ford, Model: fiesta 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] 1522 list_id lus dans le CSV. 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] 1583 annonces actives en base pour ford fiesta. 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] 61 annonce(s) marquées indisponibles. 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] CSV: 1522, Actives DB: 1583, Absentes: 61 2026-04-14 14:17:17 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 61 2026-04-14 14:17:17 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-14 14:17:17 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-14 14:17:17 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:17:17 [INFO] [fiesta] [DETAIL] 30 annonce(s) à enrichir (modèle: fiesta) 2026-04-14 14:17:40 [INFO] [fiesta] [DETAIL] Progression : 10/30 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-14 14:17:59 [INFO] [fiesta] [DETAIL] Progression : 20/30 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-14 14:18:19 [INFO] [fiesta] [DETAIL] Progression : 30/30 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-14 14:18:19 [INFO] [fiesta] [DETAIL] RESULTAT : 30 traitee(s), 30 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:18:19 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-14 14:18:19 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-14 14:18:23 [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. 2026-04-14 14:18:23 [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. 2026-04-14 14:18:24 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:18:24 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 29 2026-04-14 14:20:10 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:20:10 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 29 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:20:10 [INFO] [fiesta] [STATS] Resultats extraits : 29 2026-04-14 14:20:10 [INFO] [fiesta] [STATS] Evaluations inserees : 29 2026-04-14 14:20:11 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:20:11 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:20:11 [INFO] [fiesta] [STATS] referentiel_prix : 59 segments insérés 2026-04-14 14:20:11 [INFO] [fiesta] [STATS] ads.deal_columns : 2914 annonces mises à jour 2026-04-14 14:20:11 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 111.2s — 2914 annonces (run #547) — Modele: fiesta 2026-04-14 14:20:12 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-14 14:20:12 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:20:12 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:20:12 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:20:12 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-14 14:20:12 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-14 14:20:12 [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 2026-04-14 14:20:13 [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 2026-04-14 14:20:15 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-14 14:20:15 [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 2026-04-14 14:20:18 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-14 14:20:18 [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 2026-04-14 14:20:21 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-14 14:20:21 [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 2026-04-14 14:20:23 [INFO] [nv200] [SEARCH] 4 annonces recuperees (total: 109) 2026-04-14 14:20:23 [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 2026-04-14 14:20:25 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-14 14:20:25 [INFO] [nv200] [SEARCH] Termine : 109 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260414_142013.csv 2026-04-14 14:20:25 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260414_142013.csv 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260414_142013.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260414_142013.csv 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] 109 lus, 109 inseres, 0 ignores, 0 erreurs 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] TOTAL : 109 lus, 109 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:20:25 [INFO] [nv200] [IMPORT] 12310 annonces en base 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260414_142013.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260414_142013.csv, Brand: nissan, Model: nv200 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] 109 list_id lus dans le CSV. 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] 116 annonces actives en base pour nissan nv200. 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] CSV: 109, Actives DB: 116, Absentes: 7 2026-04-14 14:20:25 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 7 2026-04-14 14:20:25 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-14 14:20:25 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-14 14:20:25 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-14 14:20:25 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-14 14:20:29 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-14 14:20:29 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-14 14:20:29 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-14 14:20:32 [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. 2026-04-14 14:20:32 [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. 2026-04-14 14:20:33 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:20:33 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-14 14:21:00 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-14 14:21:00 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-14 14:21:00 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-14 14:21:00 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-14 14:21:01 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-14 14:21:01 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-14 14:21:01 [INFO] [nv200] [STATS] referentiel_prix : 51 segments insérés 2026-04-14 14:21:01 [INFO] [nv200] [STATS] ads.deal_columns : 284 annonces mises à jour 2026-04-14 14:21:01 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 31.5s — 284 annonces (run #548) — Modele: nv200 2026-04-14 14:21:01 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-14 14:21:02 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-14 14:21:02 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-14 14:21:02 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-14 14:21:02 [INFO] [nv200] [LLM] .env restaure 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-14 14:21:02 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260414_140000/_summary.json