Administration
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Log : 20260402_200000
OK
Durée : 1053s
8 OK
5174 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-02 20:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-02 20:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-02 20:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-02 20:00:00 [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 2026-04-02 20:00:00 [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 2026-04-02 20:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:00:03 [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 2026-04-02 20:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:00:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-02 20:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:00:10 [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 2026-04-02 20:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:00:15 [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 2026-04-02 20:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:00:19 [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 2026-04-02 20:00:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-02 20:00:22 [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 2026-04-02 20:00:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-02 20:00:24 [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 2026-04-02 20:00:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-02 20:00:27 [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 2026-04-02 20:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-02 20:00:34 [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 2026-04-02 20:00:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-02 20:00:36 [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 2026-04-02 20:00:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-02 20:00:39 [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 2026-04-02 20:00:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-02 20:00:41 [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 2026-04-02 20:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-02 20:00:44 [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 2026-04-02 20:00:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-02 20:00:46 [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 2026-04-02 20:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-02 20:00:50 [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 2026-04-02 20:00:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-02 20:00:52 [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 2026-04-02 20:00:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-02 20:00:54 [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 2026-04-02 20:00:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-02 20:00:57 [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 2026-04-02 20:00:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-02 20:00:59 [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 2026-04-02 20:01:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-02 20:01:02 [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 2026-04-02 20:01:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-02 20:01:04 [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 2026-04-02 20:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-02 20:01:07 [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 2026-04-02 20:01:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-02 20:01:09 [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 2026-04-02 20:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-02 20:01:14 [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 2026-04-02 20:01:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-02 20:01:17 [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 2026-04-02 20:01:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-02 20:01:19 [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 2026-04-02 20:01:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-02 20:01:22 [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 2026-04-02 20:01:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-02 20:01:26 [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 2026-04-02 20:01:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-02 20:01:31 [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 2026-04-02 20:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-02 20:01:33 [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 2026-04-02 20:01:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-02 20:01:35 [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 2026-04-02 20:01:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-02 20:01:37 [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 2026-04-02 20:01:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-02 20:01:40 [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 2026-04-02 20:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-02 20:01:42 [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 2026-04-02 20:01:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-02 20:01:47 [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 2026-04-02 20:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-02 20:01:49 [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 2026-04-02 20:01:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-02 20:01:52 [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 2026-04-02 20:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-02 20:01:54 [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 2026-04-02 20:01:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-02 20:01:57 [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 2026-04-02 20:01:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-02 20:01:59 [INFO] [clio_4] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=41 2026-04-02 20:02:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-02 20:02:02 [INFO] [clio_4] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=42 2026-04-02 20:02:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-02 20:02:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=43 2026-04-02 20:02:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-02 20:02:09 [INFO] [clio_4] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=44 2026-04-02 20:02:11 [INFO] [clio_4] [SEARCH] 15 annonces recuperees (total: 1520) 2026-04-02 20:02:11 [INFO] [clio_4] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=45 2026-04-02 20:02:13 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-02 20:02:13 [INFO] [clio_4] [SEARCH] Termine : 1520 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260402_200000.csv 2026-04-02 20:02:13 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260402_200000.csv 2026-04-02 20:02:13 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260402_200000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-02 20:02:14 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-02 20:02:14 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:02:14 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260402_200000.csv 2026-04-02 20:02:14 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:02:16 [INFO] [clio_4] [IMPORT] 1520 lus, 1520 inseres, 0 ignores, 0 erreurs 2026-04-02 20:02:16 [INFO] [clio_4] [IMPORT] TOTAL : 1520 lus, 1520 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:02:16 [INFO] [clio_4] [IMPORT] 9859 annonces en base 2026-04-02 20:02:16 [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_20260402_200000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260402_200000.csv, Brand: renault, Model: clio_4 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] 1509 list_id lus dans le CSV. 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] 1552 annonces actives en base pour renault clio_4. 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] 43 annonce(s) marquées indisponibles. 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] CSV: 1509, Actives DB: 1552, Absentes: 43 2026-04-02 20:02:16 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 43 2026-04-02 20:02:16 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-02 20:02:16 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-02 20:02:16 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:02:16 [INFO] [clio_4] [DETAIL] 41 annonce(s) à enrichir (modèle: clio_4) 2026-04-02 20:02:37 [INFO] [clio_4] [DETAIL] Progression : 10/41 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-02 20:03:00 [INFO] [clio_4] [DETAIL] Progression : 20/41 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-02 20:03:22 [INFO] [clio_4] [DETAIL] Progression : 30/41 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-02 20:03:44 [INFO] [clio_4] [DETAIL] Progression : 40/41 (enrichies: 40, introuvables: 0, erreurs: 0) 2026-04-02 20:03:46 [INFO] [clio_4] [DETAIL] RESULTAT : 41 traitee(s), 41 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:03:46 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-02 20:03:47 [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 2026-04-02 20:03:50 [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. 2026-04-02 20:03:50 [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. 2026-04-02 20:03:51 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:03:51 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 41 2026-04-02 20:05:10 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:05:10 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 11 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] Resultats extraits : 41 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] Evaluations inserees : 41 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:05:48 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:05:49 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-02 20:05:49 [INFO] [clio_4] [STATS] ads.deal_columns : 3488 annonces mises à jour 2026-04-02 20:05:49 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 121.6s — 3488 annonces (run #278) — Modele: clio_4 2026-04-02 20:05:49 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-02 20:05:50 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:05:50 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:05:50 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:05:50 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-02 20:05:50 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-02 20:05:50 [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 2026-04-02 20:05:50 [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 2026-04-02 20:05:53 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:05:53 [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 2026-04-02 20:05:55 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:05:55 [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 2026-04-02 20:05:58 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:05:58 [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 2026-04-02 20:06:01 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:06:01 [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 2026-04-02 20:06:03 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:06:03 [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 2026-04-02 20:06:06 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-02 20:06:06 [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 2026-04-02 20:06:10 [INFO] [i20] [SEARCH] 26 annonces recuperees (total: 236) 2026-04-02 20:06:10 [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 2026-04-02 20:06:12 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-02 20:06:12 [INFO] [i20] [SEARCH] Termine : 236 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260402_200550.csv 2026-04-02 20:06:12 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260402_200550.csv 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260402_200550.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] Model override : i20 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260402_200550.csv 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] 236 lus, 236 inseres, 0 ignores, 0 erreurs 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] TOTAL : 236 lus, 236 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:06:12 [INFO] [i20] [IMPORT] 9861 annonces en base 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260402_200550.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260402_200550.csv, Brand: hyundai, Model: i20 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] 235 list_id lus dans le CSV. 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] 242 annonces actives en base pour hyundai i20. 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] CSV: 235, Actives DB: 242, Absentes: 7 2026-04-02 20:06:12 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 7 2026-04-02 20:06:12 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-02 20:06:12 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-02 20:06:12 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:06:12 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-02 20:06:17 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:06:17 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-02 20:06:17 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-02 20:06:20 [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. 2026-04-02 20:06:20 [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. 2026-04-02 20:06:21 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:06:21 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-02 20:06:43 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:06:43 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:06:43 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-02 20:06:43 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-02 20:06:43 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:06:43 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:06:43 [INFO] [i20] [STATS] referentiel_prix : 43 segments insérés 2026-04-02 20:06:43 [INFO] [i20] [STATS] ads.deal_columns : 413 annonces mises à jour 2026-04-02 20:06:43 [INFO] [i20] [STATS] ANALYSE TERMINEE en 26.1s — 413 annonces (run #279) — Modele: i20 2026-04-02 20:06:44 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-02 20:06:44 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:06:44 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:06:44 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:06:44 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-02 20:06:44 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-02 20:06:44 [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 2026-04-02 20:06:45 [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 2026-04-02 20:06:48 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:06:48 [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 2026-04-02 20:06:51 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:06:51 [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 2026-04-02 20:06:54 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:06:54 [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 2026-04-02 20:06:56 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:06:56 [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 2026-04-02 20:06:58 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:06:58 [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 2026-04-02 20:07:02 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-02 20:07:02 [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 2026-04-02 20:07:04 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-02 20:07:04 [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 2026-04-02 20:07:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-02 20:07:07 [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 2026-04-02 20:07:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-02 20:07:09 [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 2026-04-02 20:07:17 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-02 20:07:17 [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 2026-04-02 20:07:19 [INFO] [berlingo] [SEARCH] Page 11 : aucune annonce, arret de la pagination. 2026-04-02 20:07:19 [INFO] [berlingo] [SEARCH] Termine : 350 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260402_200645.csv 2026-04-02 20:07:19 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260402_200645.csv 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260402_200645.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260402_200645.csv 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] 350 lus, 350 inseres, 0 ignores, 0 erreurs 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] TOTAL : 350 lus, 350 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:07:19 [INFO] [berlingo] [IMPORT] 9864 annonces en base 2026-04-02 20:07:19 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260402_200645.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:07:19 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260402_200645.csv, Brand: citroen, Model: berlingo 2026-04-02 20:07:20 [INFO] [berlingo] [AVAILABILITY] 350 list_id lus dans le CSV. 2026-04-02 20:07:20 [INFO] [berlingo] [AVAILABILITY] 354 annonces actives en base pour citroen berlingo. 2026-04-02 20:07:20 [INFO] [berlingo] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-02 20:07:20 [INFO] [berlingo] [AVAILABILITY] CSV: 350, Actives DB: 354, Absentes: 4 2026-04-02 20:07:20 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 4 2026-04-02 20:07:20 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-02 20:07:20 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-02 20:07:20 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:07:20 [INFO] [berlingo] [DETAIL] 3 annonce(s) à enrichir (modèle: berlingo) 2026-04-02 20:07:25 [INFO] [berlingo] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:07:25 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-02 20:07:25 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-02 20:07:28 [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. 2026-04-02 20:07:28 [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. 2026-04-02 20:07:29 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:07:29 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 3 2026-04-02 20:07:49 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:07:49 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:07:49 [INFO] [berlingo] [STATS] Resultats extraits : 3 2026-04-02 20:07:49 [INFO] [berlingo] [STATS] Evaluations inserees : 3 2026-04-02 20:07:50 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:07:50 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:07:50 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-02 20:07:50 [INFO] [berlingo] [STATS] ads.deal_columns : 615 annonces mises à jour 2026-04-02 20:07:50 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 24.3s — 615 annonces (run #280) — Modele: berlingo 2026-04-02 20:07:50 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-02 20:07:51 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:07:51 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:07:51 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:07:51 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-02 20:07:51 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-02 20:07:51 [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 2026-04-02 20:07:51 [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 2026-04-02 20:07:56 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:07:56 [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 2026-04-02 20:08:00 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:08:00 [INFO] [c4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=3 2026-04-02 20:08:04 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:08:04 [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 2026-04-02 20:08:08 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:08:08 [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 2026-04-02 20:08:11 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:08:11 [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 2026-04-02 20:08:13 [INFO] [c4] [SEARCH] 30 annonces recuperees (total: 205) 2026-04-02 20:08:13 [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 2026-04-02 20:08:16 [INFO] [c4] [SEARCH] Page 7 : aucune annonce, arret de la pagination. 2026-04-02 20:08:16 [INFO] [c4] [SEARCH] Termine : 205 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260402_200751.csv 2026-04-02 20:08:16 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260402_200751.csv 2026-04-02 20:08:16 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260402_200751.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-02 20:08:16 [INFO] [c4] [IMPORT] Model override : c4 2026-04-02 20:08:16 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:08:16 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260402_200751.csv 2026-04-02 20:08:16 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:08:17 [INFO] [c4] [IMPORT] 205 lus, 205 inseres, 0 ignores, 0 erreurs 2026-04-02 20:08:17 [INFO] [c4] [IMPORT] TOTAL : 205 lus, 205 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:08:17 [INFO] [c4] [IMPORT] 9867 annonces en base 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260402_200751.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260402_200751.csv, Brand: citroen, Model: c4 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] 205 list_id lus dans le CSV. 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] 209 annonces actives en base pour citroen c4. 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] CSV: 205, Actives DB: 209, Absentes: 4 2026-04-02 20:08:17 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 4 2026-04-02 20:08:17 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-02 20:08:17 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-02 20:08:17 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:08:17 [INFO] [c4] [DETAIL] 3 annonce(s) à enrichir (modèle: c4) 2026-04-02 20:08:22 [INFO] [c4] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:08:22 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-02 20:08:23 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-02 20:08:25 [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. 2026-04-02 20:08:25 [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. 2026-04-02 20:08:26 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:08:26 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 3 2026-04-02 20:08:43 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:08:43 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:08:43 [INFO] [c4] [STATS] Resultats extraits : 3 2026-04-02 20:08:43 [INFO] [c4] [STATS] Evaluations inserees : 3 2026-04-02 20:08:43 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:08:43 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:08:43 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-02 20:08:43 [INFO] [c4] [STATS] ads.deal_columns : 372 annonces mises à jour 2026-04-02 20:08:43 [INFO] [c4] [STATS] ANALYSE TERMINEE en 20.5s — 372 annonces (run #281) — Modele: c4 2026-04-02 20:08:44 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-02 20:08:44 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:08:44 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:08:44 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:08:44 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-02 20:08:44 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-02 20:08:44 [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 2026-04-02 20:08:45 [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 2026-04-02 20:08:48 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:08:48 [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 2026-04-02 20:08:53 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:08:53 [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 2026-04-02 20:08:57 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:08:57 [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 2026-04-02 20:09:00 [INFO] [scenic] [SEARCH] 31 annonces recuperees (total: 136) 2026-04-02 20:09:00 [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 2026-04-02 20:09:01 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-02 20:09:01 [INFO] [scenic] [SEARCH] Termine : 136 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260402_200845.csv 2026-04-02 20:09:01 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260402_200845.csv 2026-04-02 20:09:01 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260402_200845.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-02 20:09:01 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-02 20:09:01 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:09:01 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260402_200845.csv 2026-04-02 20:09:01 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:09:02 [INFO] [scenic] [IMPORT] 136 lus, 136 inseres, 0 ignores, 0 erreurs 2026-04-02 20:09:02 [INFO] [scenic] [IMPORT] TOTAL : 136 lus, 136 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:09:02 [INFO] [scenic] [IMPORT] 9868 annonces en base 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260402_200845.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260402_200845.csv, Brand: renault, Model: scenic 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] 136 list_id lus dans le CSV. 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] 139 annonces actives en base pour renault scenic. 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] CSV: 136, Actives DB: 139, Absentes: 3 2026-04-02 20:09:02 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 3 2026-04-02 20:09:02 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-02 20:09:02 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-02 20:09:02 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:09:02 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-02 20:09:03 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:09:03 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-02 20:09:03 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-02 20:09:06 [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. 2026-04-02 20:09:06 [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. 2026-04-02 20:09:07 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:09:07 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-02 20:09:20 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:09:20 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:09:20 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-02 20:09:20 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-02 20:09:21 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:09:21 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:09:21 [INFO] [scenic] [STATS] referentiel_prix : 24 segments insérés 2026-04-02 20:09:21 [INFO] [scenic] [STATS] ads.deal_columns : 255 annonces mises à jour 2026-04-02 20:09:21 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 17.3s — 255 annonces (run #282) — Modele: scenic 2026-04-02 20:09:21 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-02 20:09:22 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:09:22 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:09:22 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:09:22 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-02 20:09:22 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-02 20:09:22 [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 2026-04-02 20:09:22 [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 2026-04-02 20:09:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:09:25 [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 2026-04-02 20:09:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:09:28 [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 2026-04-02 20:09:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:09:31 [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 2026-04-02 20:09:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:09:34 [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 2026-04-02 20:09:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:09:37 [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 2026-04-02 20:09:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-02 20:09:39 [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 2026-04-02 20:09:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-02 20:09:43 [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 2026-04-02 20:09:45 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-02 20:09:45 [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 2026-04-02 20:09:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-02 20:09:48 [INFO] [5008] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=10 2026-04-02 20:09:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-02 20:09:50 [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 2026-04-02 20:09:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-02 20:09:53 [INFO] [5008] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=12 2026-04-02 20:09:57 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-02 20:09:57 [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 2026-04-02 20:09:59 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-02 20:09:59 [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 2026-04-02 20:10:01 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-02 20:10:01 [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 2026-04-02 20:10:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-02 20:10:05 [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 2026-04-02 20:10:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-02 20:10:07 [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 2026-04-02 20:10:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-02 20:10:10 [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 2026-04-02 20:10:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-02 20:10:12 [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 2026-04-02 20:10:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-02 20:10:14 [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 2026-04-02 20:10:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-02 20:10:17 [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 2026-04-02 20:10:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-02 20:10:20 [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 2026-04-02 20:10:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-02 20:10:23 [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 2026-04-02 20:10:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-02 20:10:25 [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 2026-04-02 20:10:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-02 20:10:29 [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 2026-04-02 20:10:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-02 20:10:32 [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 2026-04-02 20:10:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-02 20:10:34 [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 2026-04-02 20:10:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-02 20:10:37 [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 2026-04-02 20:10:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-02 20:10:40 [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 2026-04-02 20:10:42 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-02 20:10:42 [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 2026-04-02 20:10:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-02 20:10:46 [INFO] [5008] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=31 2026-04-02 20:10:48 [INFO] [5008] [SEARCH] 15 annonces recuperees (total: 1065) 2026-04-02 20:10:48 [INFO] [5008] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=32 2026-04-02 20:10:50 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-04-02 20:10:50 [INFO] [5008] [SEARCH] Termine : 1065 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260402_200922.csv 2026-04-02 20:10:50 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260402_200922.csv 2026-04-02 20:10:50 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260402_200922.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-02 20:10:50 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-02 20:10:50 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:10:50 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260402_200922.csv 2026-04-02 20:10:50 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:10:52 [INFO] [5008] [IMPORT] 1065 lus, 1065 inseres, 0 ignores, 0 erreurs 2026-04-02 20:10:52 [INFO] [5008] [IMPORT] TOTAL : 1065 lus, 1065 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:10:52 [INFO] [5008] [IMPORT] 9885 annonces en base 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260402_200922.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260402_200922.csv, Brand: peugeot, Model: 5008 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] 1052 list_id lus dans le CSV. 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] 1081 annonces actives en base pour peugeot 5008. 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] 29 annonce(s) marquées indisponibles. 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] CSV: 1052, Actives DB: 1081, Absentes: 29 2026-04-02 20:10:52 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 29 2026-04-02 20:10:52 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-02 20:10:52 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-02 20:10:52 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:10:52 [INFO] [5008] [DETAIL] 17 annonce(s) à enrichir (modèle: 5008) 2026-04-02 20:11:12 [INFO] [5008] [DETAIL] Progression : 10/17 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-02 20:11:27 [INFO] [5008] [DETAIL] RESULTAT : 17 traitee(s), 17 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:11:28 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-02 20:11:28 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-02 20:11:31 [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. 2026-04-02 20:11:31 [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. 2026-04-02 20:11:32 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:11:32 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 17 2026-04-02 20:12:28 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:12:28 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 17 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:12:28 [INFO] [5008] [STATS] Resultats extraits : 17 2026-04-02 20:12:28 [INFO] [5008] [STATS] PureTech flaggues : 1 2026-04-02 20:12:28 [INFO] [5008] [STATS] Evaluations inserees : 17 2026-04-02 20:12:28 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:12:28 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:12:29 [INFO] [5008] [STATS] referentiel_prix : 71 segments insérés 2026-04-02 20:12:29 [INFO] [5008] [STATS] ads.deal_columns : 2090 annonces mises à jour 2026-04-02 20:12:29 [INFO] [5008] [STATS] ANALYSE TERMINEE en 60.5s — 2090 annonces (run #283) — Modele: 5008 2026-04-02 20:12:29 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-02 20:12:30 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:12:30 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:12:30 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:12:30 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-02 20:12:30 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-02 20:12:30 [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 2026-04-02 20:12:30 [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 2026-04-02 20:12:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:12:33 [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 2026-04-02 20:12:36 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:12:36 [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 2026-04-02 20:12:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-02 20:12:38 [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 2026-04-02 20:12:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-02 20:12:41 [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 2026-04-02 20:12:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-02 20:12:44 [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 2026-04-02 20:12:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-02 20:12:47 [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 2026-04-02 20:12:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-02 20:12:50 [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 2026-04-02 20:12:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-02 20:12:54 [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 2026-04-02 20:12:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-02 20:12:57 [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 2026-04-02 20:12:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-02 20:12:59 [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 2026-04-02 20:13:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-02 20:13:03 [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 2026-04-02 20:13:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-02 20:13:06 [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 2026-04-02 20:13:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-02 20:13:10 [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 2026-04-02 20:13:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-02 20:13:12 [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 2026-04-02 20:13:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-02 20:13:17 [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 2026-04-02 20:13:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-02 20:13:19 [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 2026-04-02 20:13:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-02 20:13:21 [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 2026-04-02 20:13:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-02 20:13:24 [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 2026-04-02 20:13:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-02 20:13:26 [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 2026-04-02 20:13:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-02 20:13:29 [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 2026-04-02 20:13:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-02 20:13:34 [INFO] [fiesta] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=22 2026-04-02 20:13:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-02 20:13:38 [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 2026-04-02 20:13:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-02 20:13:40 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=24 2026-04-02 20:13:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-02 20:13:44 [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 2026-04-02 20:13:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-02 20:13:46 [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 2026-04-02 20:13:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-02 20:13:49 [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 2026-04-02 20:13:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-02 20:13:54 [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 2026-04-02 20:13:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-02 20:13:58 [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 2026-04-02 20:14:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-02 20:14:01 [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 2026-04-02 20:14:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-02 20:14:06 [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 2026-04-02 20:14:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-02 20:14:10 [INFO] [fiesta] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=32 2026-04-02 20:14:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-02 20:14:12 [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 2026-04-02 20:14:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-02 20:14:15 [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 2026-04-02 20:14:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-02 20:14:18 [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 2026-04-02 20:14:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-02 20:14:21 [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 2026-04-02 20:14:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-02 20:14:23 [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 2026-04-02 20:14:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-02 20:14:28 [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 2026-04-02 20:14:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-02 20:14:30 [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 2026-04-02 20:14:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-02 20:14:33 [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 2026-04-02 20:14:36 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-02 20:14:36 [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 2026-04-02 20:14:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-02 20:14:39 [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 2026-04-02 20:14:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-02 20:14:41 [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 2026-04-02 20:14:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-02 20:14:46 [INFO] [fiesta] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=44 2026-04-02 20:14:49 [INFO] [fiesta] [SEARCH] 34 annonces recuperees (total: 1539) 2026-04-02 20:14:49 [INFO] [fiesta] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=45 2026-04-02 20:14:51 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-02 20:14:51 [INFO] [fiesta] [SEARCH] Termine : 1539 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260402_201230.csv 2026-04-02 20:14:51 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260402_201230.csv 2026-04-02 20:14:51 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260402_201230.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-02 20:14:51 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-02 20:14:51 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:14:51 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260402_201230.csv 2026-04-02 20:14:51 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:14:54 [INFO] [fiesta] [IMPORT] 1539 lus, 1539 inseres, 0 ignores, 0 erreurs 2026-04-02 20:14:54 [INFO] [fiesta] [IMPORT] TOTAL : 1539 lus, 1539 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:14:54 [INFO] [fiesta] [IMPORT] 9908 annonces en base 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260402_201230.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260402_201230.csv, Brand: ford, Model: fiesta 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] 1518 list_id lus dans le CSV. 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] 1552 annonces actives en base pour ford fiesta. 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] 34 annonce(s) marquées indisponibles. 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] CSV: 1518, Actives DB: 1552, Absentes: 34 2026-04-02 20:14:54 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 34 2026-04-02 20:14:54 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-02 20:14:54 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-02 20:14:54 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:14:54 [INFO] [fiesta] [DETAIL] 24 annonce(s) à enrichir (modèle: fiesta) 2026-04-02 20:15:15 [INFO] [fiesta] [DETAIL] Progression : 10/24 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-02 20:15:33 [INFO] [fiesta] [DETAIL] Progression : 20/24 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-02 20:15:41 [INFO] [fiesta] [DETAIL] RESULTAT : 24 traitee(s), 24 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:15:41 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-02 20:15:42 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-02 20:15:45 [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. 2026-04-02 20:15:45 [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. 2026-04-02 20:15:46 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:15:46 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 23 2026-04-02 20:16:48 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:16:48 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 23 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:16:48 [INFO] [fiesta] [STATS] Resultats extraits : 23 2026-04-02 20:16:48 [INFO] [fiesta] [STATS] Evaluations inserees : 23 2026-04-02 20:16:49 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:16:49 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:16:49 [INFO] [fiesta] [STATS] referentiel_prix : 55 segments insérés 2026-04-02 20:16:49 [INFO] [fiesta] [STATS] ads.deal_columns : 2312 annonces mises à jour 2026-04-02 20:16:49 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 66.8s — 2312 annonces (run #284) — Modele: fiesta 2026-04-02 20:16:50 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-02 20:16:50 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:16:50 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:16:50 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:16:50 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-02 20:16:50 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-02 20:16:50 [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 2026-04-02 20:16:51 [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 2026-04-02 20:16:58 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-02 20:16:58 [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 2026-04-02 20:17:00 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-02 20:17:00 [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 2026-04-02 20:17:03 [INFO] [nv200] [SEARCH] 34 annonces recuperees (total: 104) 2026-04-02 20:17:03 [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 2026-04-02 20:17:05 [INFO] [nv200] [SEARCH] Page 4 : aucune annonce, arret de la pagination. 2026-04-02 20:17:05 [INFO] [nv200] [SEARCH] Termine : 104 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260402_201651.csv 2026-04-02 20:17:05 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260402_201651.csv 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260402_201651.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260402_201651.csv 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] 104 lus, 104 inseres, 0 ignores, 0 erreurs 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] TOTAL : 104 lus, 104 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:17:05 [INFO] [nv200] [IMPORT] 9910 annonces en base 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260402_201651.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260402_201651.csv, Brand: nissan, Model: nv200 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] 104 list_id lus dans le CSV. 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] 104 annonces actives en base pour nissan nv200. 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] Aucune annonce manquante — toutes présentes dans le crawl. 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] CSV: 104, Actives DB: 104, Absentes: 0 2026-04-02 20:17:05 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 0 2026-04-02 20:17:05 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-02 20:17:05 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-02 20:17:05 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-02 20:17:05 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-02 20:17:08 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-02 20:17:08 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-02 20:17:09 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-02 20:17:12 [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. 2026-04-02 20:17:12 [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. 2026-04-02 20:17:12 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:17:13 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-02 20:17:31 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-02 20:17:31 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-02 20:17:31 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-02 20:17:31 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-02 20:17:31 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-02 20:17:31 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-02 20:17:31 [INFO] [nv200] [STATS] referentiel_prix : 49 segments insérés 2026-04-02 20:17:31 [INFO] [nv200] [STATS] ads.deal_columns : 223 annonces mises à jour 2026-04-02 20:17:31 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 22.3s — 223 annonces (run #285) — Modele: nv200 2026-04-02 20:17:32 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-02 20:17:32 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-02 20:17:32 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-02 20:17:32 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-02 20:17:32 [INFO] [nv200] [LLM] .env restaure 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-02 20:17:32 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260402_200000/_summary.json