Administration
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Log : 20260418_140000
OK
Durée : 943s
8 OK
5336 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-18 14:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-18 14:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-18 14:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-18 14:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-18 14:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-18 14:00:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:00:04 [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 2026-04-18 14:00:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:00:09 [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 2026-04-18 14:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:00:13 [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 2026-04-18 14:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:00:15 [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 2026-04-18 14:00:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:00:17 [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 2026-04-18 14:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:00:19 [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 2026-04-18 14:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-18 14:00:21 [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 2026-04-18 14:00:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-18 14:00:24 [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 2026-04-18 14:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-18 14:00:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-04-18 14:00:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-18 14:00:29 [INFO] [clio_4] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=11 2026-04-18 14:00:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-18 14:00:31 [INFO] [clio_4] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=12 2026-04-18 14:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-18 14:00:34 [INFO] [clio_4] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=13 2026-04-18 14:00:38 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-18 14:00:38 [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 2026-04-18 14:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-18 14:00:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-04-18 14:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-18 14:00:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=16 2026-04-18 14:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-18 14:00:44 [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 2026-04-18 14:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-18 14:00:47 [INFO] [clio_4] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=18 2026-04-18 14:00:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-18 14:00:49 [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 2026-04-18 14:00:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-18 14:00:52 [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 2026-04-18 14:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-18 14:00:55 [INFO] [clio_4] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=21 2026-04-18 14:00:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-18 14:00:57 [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 2026-04-18 14:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-18 14:01:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-18 14:01:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-18 14:01:04 [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 2026-04-18 14:01:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-18 14:01:07 [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 2026-04-18 14:01:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-18 14:01:10 [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 2026-04-18 14:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-18 14:01:12 [INFO] [clio_4] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=27 2026-04-18 14:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-18 14:01:14 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-18 14:01:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-18 14:01:16 [INFO] [clio_4] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=29 2026-04-18 14:01:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-18 14:01:18 [INFO] [clio_4] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=30 2026-04-18 14:01:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-18 14:01:22 [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 2026-04-18 14:01:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-18 14:01:24 [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 2026-04-18 14:01:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-18 14:01:27 [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 2026-04-18 14:01:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-18 14:01:29 [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 2026-04-18 14:01:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-18 14:01:32 [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 2026-04-18 14:01:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-18 14:01:34 [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 2026-04-18 14:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-18 14:01:36 [INFO] [clio_4] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=37 2026-04-18 14:01:38 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-18 14:01:38 [INFO] [clio_4] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=38 2026-04-18 14:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-18 14:01:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=39 2026-04-18 14:01:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-18 14:01:44 [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 2026-04-18 14:01:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-18 14:01:47 [INFO] [clio_4] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=41 2026-04-18 14:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-18 14:01:49 [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 2026-04-18 14:01:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-18 14:01:51 [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 2026-04-18 14:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-18 14:01:54 [INFO] [clio_4] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=44 2026-04-18 14:01:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-18 14:01:57 [INFO] [clio_4] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=45 2026-04-18 14:02:00 [INFO] [clio_4] [SEARCH] 31 annonces recuperees (total: 1571) 2026-04-18 14:02:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 46 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=46 2026-04-18 14:02:01 [INFO] [clio_4] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-18 14:02:01 [INFO] [clio_4] [SEARCH] Termine : 1571 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260418_140000.csv 2026-04-18 14:02:01 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260418_140000.csv 2026-04-18 14:02:01 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260418_140000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-18 14:02:02 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-18 14:02:02 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:02:02 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260418_140000.csv 2026-04-18 14:02:02 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:02:05 [INFO] [clio_4] [IMPORT] 1571 lus, 1571 inseres, 0 ignores, 0 erreurs 2026-04-18 14:02:05 [INFO] [clio_4] [IMPORT] TOTAL : 1571 lus, 1571 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:02:05 [INFO] [clio_4] [IMPORT] 13130 annonces en base 2026-04-18 14:02:05 [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_20260418_140000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260418_140000.csv, Brand: renault, Model: clio_4 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] 1555 list_id lus dans le CSV. 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] 1621 annonces actives en base pour renault clio_4. 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] 66 annonce(s) marquées indisponibles. 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] CSV: 1555, Actives DB: 1621, Absentes: 66 2026-04-18 14:02:05 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 66 2026-04-18 14:02:05 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-18 14:02:05 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-18 14:02:05 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:02:05 [INFO] [clio_4] [DETAIL] 28 annonce(s) à enrichir (modèle: clio_4) 2026-04-18 14:02:23 [INFO] [clio_4] [DETAIL] Progression : 10/28 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-18 14:02:45 [INFO] [clio_4] [DETAIL] Progression : 20/28 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-18 14:03:00 [INFO] [clio_4] [DETAIL] RESULTAT : 28 traitee(s), 28 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:03:00 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-18 14:03:01 [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 2026-04-18 14:03:06 [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. 2026-04-18 14:03:06 [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. 2026-04-18 14:03:07 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:03:07 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 28 2026-04-18 14:04:37 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:04:37 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 28 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:04:37 [INFO] [clio_4] [STATS] Resultats extraits : 28 2026-04-18 14:04:37 [INFO] [clio_4] [STATS] Evaluations inserees : 28 2026-04-18 14:04:39 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:04:39 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:04:39 [INFO] [clio_4] [STATS] referentiel_prix : 52 segments insérés 2026-04-18 14:04:39 [INFO] [clio_4] [STATS] ads.deal_columns : 4648 annonces mises à jour 2026-04-18 14:04:39 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 96.3s — 4648 annonces (run #637) — Modele: clio_4 2026-04-18 14:04:40 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-18 14:04:40 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:04:40 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:04:40 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:04:40 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-18 14:04:40 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-18 14:04:40 [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 2026-04-18 14:04:41 [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 2026-04-18 14:04:45 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:04:45 [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 2026-04-18 14:04:47 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:04:47 [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 2026-04-18 14:04:50 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:04:50 [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 2026-04-18 14:04:52 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:04:52 [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 2026-04-18 14:04:55 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:04:55 [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 2026-04-18 14:04:57 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:04:57 [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 2026-04-18 14:04:59 [INFO] [i20] [SEARCH] 34 annonces recuperees (total: 244) 2026-04-18 14:04:59 [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 2026-04-18 14:05:01 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-18 14:05:01 [INFO] [i20] [SEARCH] Termine : 244 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260418_140441.csv 2026-04-18 14:05:01 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260418_140441.csv 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260418_140441.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] Model override : i20 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260418_140441.csv 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] 244 lus, 244 inseres, 0 ignores, 0 erreurs 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] TOTAL : 244 lus, 244 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:05:01 [INFO] [i20] [IMPORT] 13132 annonces en base 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260418_140441.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260418_140441.csv, Brand: hyundai, Model: i20 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] 242 list_id lus dans le CSV. 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] 249 annonces actives en base pour hyundai i20. 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] CSV: 242, Actives DB: 249, Absentes: 7 2026-04-18 14:05:01 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 7 2026-04-18 14:05:01 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-18 14:05:01 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-18 14:05:01 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:05:02 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-18 14:05:05 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:05:05 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-18 14:05:05 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-18 14:05:08 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-18 14:05:08 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-18 14:05:09 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:05:09 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-18 14:05:42 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:05:42 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:05:42 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-18 14:05:42 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-18 14:05:42 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:05:42 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:05:42 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-18 14:05:42 [INFO] [i20] [STATS] ads.deal_columns : 572 annonces mises à jour 2026-04-18 14:05:42 [INFO] [i20] [STATS] ANALYSE TERMINEE en 36.9s — 572 annonces (run #638) — Modele: i20 2026-04-18 14:05:43 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-18 14:05:43 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:05:43 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:05:43 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:05:43 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-18 14:05:43 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-18 14:05:43 [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 2026-04-18 14:05:44 [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 2026-04-18 14:05:48 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:05:48 [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 2026-04-18 14:05:50 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:05:50 [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 2026-04-18 14:05:53 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:05:53 [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 2026-04-18 14:05:56 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:05:56 [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 2026-04-18 14:05:58 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:05:58 [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 2026-04-18 14:06:00 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:06:00 [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 2026-04-18 14:06:02 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-18 14:06:02 [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 2026-04-18 14:06:05 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-18 14:06:05 [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 2026-04-18 14:06:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-18 14:06:07 [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 2026-04-18 14:06:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-18 14:06:09 [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 2026-04-18 14:06:11 [INFO] [berlingo] [SEARCH] 21 annonces recuperees (total: 371) 2026-04-18 14:06:11 [INFO] [berlingo] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=12 2026-04-18 14:06:14 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-18 14:06:14 [INFO] [berlingo] [SEARCH] Termine : 371 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260418_140544.csv 2026-04-18 14:06:14 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260418_140544.csv 2026-04-18 14:06:14 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260418_140544.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-18 14:06:14 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-18 14:06:14 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:06:14 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260418_140544.csv 2026-04-18 14:06:14 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:15 [INFO] [berlingo] [IMPORT] 371 lus, 371 inseres, 0 ignores, 0 erreurs 2026-04-18 14:06:15 [INFO] [berlingo] [IMPORT] TOTAL : 371 lus, 371 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:15 [INFO] [berlingo] [IMPORT] 13134 annonces en base 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260418_140544.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260418_140544.csv, Brand: citroen, Model: berlingo 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] 369 list_id lus dans le CSV. 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] 376 annonces actives en base pour citroen berlingo. 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] CSV: 369, Actives DB: 376, Absentes: 7 2026-04-18 14:06:15 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 7 2026-04-18 14:06:15 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-18 14:06:15 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-18 14:06:15 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:15 [INFO] [berlingo] [DETAIL] 2 annonce(s) à enrichir (modèle: berlingo) 2026-04-18 14:06:19 [INFO] [berlingo] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:06:19 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-18 14:06:19 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-18 14:06:22 [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. 2026-04-18 14:06:22 [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. 2026-04-18 14:06:23 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:06:23 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 2 2026-04-18 14:06:38 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:06:38 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:06:38 [INFO] [berlingo] [STATS] Resultats extraits : 2 2026-04-18 14:06:38 [INFO] [berlingo] [STATS] Evaluations inserees : 2 2026-04-18 14:06:39 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:06:39 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:06:39 [INFO] [berlingo] [STATS] referentiel_prix : 65 segments insérés 2026-04-18 14:06:39 [INFO] [berlingo] [STATS] ads.deal_columns : 760 annonces mises à jour 2026-04-18 14:06:39 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 19.6s — 760 annonces (run #639) — Modele: berlingo 2026-04-18 14:06:39 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-18 14:06:40 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:06:40 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:06:40 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:06:40 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-18 14:06:40 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-18 14:06:40 [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 2026-04-18 14:06:40 [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 2026-04-18 14:06:43 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:06:43 [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 2026-04-18 14:06:45 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:06:45 [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 2026-04-18 14:06:47 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:06:47 [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 2026-04-18 14:06:49 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:06:49 [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 2026-04-18 14:06:51 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:06:51 [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 2026-04-18 14:06:54 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:06:54 [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 2026-04-18 14:06:55 [INFO] [c4] [SEARCH] 6 annonces recuperees (total: 216) 2026-04-18 14:06:55 [INFO] [c4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=8 2026-04-18 14:06:57 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-18 14:06:57 [INFO] [c4] [SEARCH] Termine : 216 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260418_140640.csv 2026-04-18 14:06:57 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260418_140640.csv 2026-04-18 14:06:57 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260418_140640.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] Model override : c4 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260418_140640.csv 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] 216 lus, 216 inseres, 0 ignores, 0 erreurs 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] TOTAL : 216 lus, 216 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:58 [INFO] [c4] [IMPORT] 13135 annonces en base 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260418_140640.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260418_140640.csv, Brand: citroen, Model: c4 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] 215 list_id lus dans le CSV. 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] 222 annonces actives en base pour citroen c4. 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] 7 annonce(s) marquées indisponibles. 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] CSV: 215, Actives DB: 222, Absentes: 7 2026-04-18 14:06:58 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 7 2026-04-18 14:06:58 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-18 14:06:58 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-18 14:06:58 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:06:58 [INFO] [c4] [DETAIL] 1 annonce(s) à enrichir (modèle: c4) 2026-04-18 14:07:03 [INFO] [c4] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:07:03 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-18 14:07:04 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-18 14:07:06 [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. 2026-04-18 14:07:06 [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. 2026-04-18 14:07:07 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:07:07 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 1 2026-04-18 14:07:25 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:07:25 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:07:25 [INFO] [c4] [STATS] Resultats extraits : 1 2026-04-18 14:07:25 [INFO] [c4] [STATS] Evaluations inserees : 1 2026-04-18 14:07:25 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:07:25 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:07:26 [INFO] [c4] [STATS] referentiel_prix : 31 segments insérés 2026-04-18 14:07:26 [INFO] [c4] [STATS] ads.deal_columns : 487 annonces mises à jour 2026-04-18 14:07:26 [INFO] [c4] [STATS] ANALYSE TERMINEE en 21.8s — 487 annonces (run #640) — Modele: c4 2026-04-18 14:07:26 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-18 14:07:27 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:07:27 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:07:27 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:07:27 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-18 14:07:27 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-18 14:07:27 [INFO] [scenic] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model scenic 2026-04-18 14:07:27 [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 2026-04-18 14:07:30 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:07:30 [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 2026-04-18 14:07:32 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:07:32 [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 2026-04-18 14:07:35 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:07:35 [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 2026-04-18 14:07:37 [INFO] [scenic] [SEARCH] 27 annonces recuperees (total: 132) 2026-04-18 14:07:37 [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 2026-04-18 14:07:39 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-18 14:07:39 [INFO] [scenic] [SEARCH] Termine : 132 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260418_140727.csv 2026-04-18 14:07:39 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260418_140727.csv 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260418_140727.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260418_140727.csv 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] 132 lus, 132 inseres, 0 ignores, 0 erreurs 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] TOTAL : 132 lus, 132 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:07:39 [INFO] [scenic] [IMPORT] 13138 annonces en base 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260418_140727.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260418_140727.csv, Brand: renault, Model: scenic 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] 132 list_id lus dans le CSV. 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] 133 annonces actives en base pour renault scenic. 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] CSV: 132, Actives DB: 133, Absentes: 1 2026-04-18 14:07:39 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 1 2026-04-18 14:07:39 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-18 14:07:39 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-18 14:07:39 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:07:39 [INFO] [scenic] [DETAIL] 3 annonce(s) à enrichir (modèle: scenic) 2026-04-18 14:07:44 [INFO] [scenic] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:07:44 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-18 14:07:44 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-18 14:07:47 [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. 2026-04-18 14:07:47 [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. 2026-04-18 14:07:48 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:07:48 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 3 2026-04-18 14:08:11 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:08:11 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:08:11 [INFO] [scenic] [STATS] Resultats extraits : 3 2026-04-18 14:08:11 [INFO] [scenic] [STATS] Evaluations inserees : 3 2026-04-18 14:08:12 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:08:12 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:08:12 [INFO] [scenic] [STATS] referentiel_prix : 27 segments insérés 2026-04-18 14:08:12 [INFO] [scenic] [STATS] ads.deal_columns : 330 annonces mises à jour 2026-04-18 14:08:12 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 27.1s — 330 annonces (run #641) — Modele: scenic 2026-04-18 14:08:12 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-18 14:08:13 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:08:13 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:08:13 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:08:13 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-18 14:08:13 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-18 14:08:13 [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 2026-04-18 14:08:13 [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 2026-04-18 14:08:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:08:16 [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 2026-04-18 14:08:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:08:18 [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 2026-04-18 14:08:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:08:20 [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 2026-04-18 14:08:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:08:23 [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 2026-04-18 14:08:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:08:25 [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 2026-04-18 14:08:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:08:27 [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 2026-04-18 14:08:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-18 14:08:29 [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 2026-04-18 14:08:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-18 14:08:32 [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 2026-04-18 14:08:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-18 14:08:34 [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 2026-04-18 14:08:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-18 14:08:36 [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 2026-04-18 14:08:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-18 14:08:41 [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 2026-04-18 14:08:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-18 14:08:43 [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 2026-04-18 14:08:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-18 14:08:46 [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 2026-04-18 14:08:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-18 14:08:48 [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 2026-04-18 14:08:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-18 14:08:50 [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 2026-04-18 14:08:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-18 14:08:52 [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 2026-04-18 14:08:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-18 14:08:55 [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 2026-04-18 14:08:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-18 14:08:58 [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 2026-04-18 14:09:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-18 14:09:00 [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 2026-04-18 14:09:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-18 14:09:03 [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 2026-04-18 14:09:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-18 14:09:05 [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 2026-04-18 14:09:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-18 14:09:09 [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 2026-04-18 14:09:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-18 14:09:14 [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 2026-04-18 14:09:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-18 14:09:16 [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 2026-04-18 14:09:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-18 14:09:19 [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 2026-04-18 14:09:22 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-18 14:09:22 [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 2026-04-18 14:09:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-18 14:09:29 [INFO] [5008] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=28 2026-04-18 14:09:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-18 14:09:31 [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 2026-04-18 14:09:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-18 14:09:34 [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 2026-04-18 14:09:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-18 14:09:36 [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 2026-04-18 14:09:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-18 14:09:38 [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 2026-04-18 14:09:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-18 14:09:40 [INFO] [5008] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=33 2026-04-18 14:09:42 [INFO] [5008] [SEARCH] 11 annonces recuperees (total: 1131) 2026-04-18 14:09:42 [INFO] [5008] [SEARCH] Recuperation de la page 34 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=34 2026-04-18 14:09:44 [INFO] [5008] [SEARCH] Page 34 : aucune annonce, arret de la pagination. 2026-04-18 14:09:44 [INFO] [5008] [SEARCH] Termine : 1131 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260418_140813.csv 2026-04-18 14:09:44 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260418_140813.csv 2026-04-18 14:09:44 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260418_140813.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-18 14:09:44 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-18 14:09:44 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:09:44 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260418_140813.csv 2026-04-18 14:09:44 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:09:46 [INFO] [5008] [IMPORT] 1131 lus, 1131 inseres, 0 ignores, 0 erreurs 2026-04-18 14:09:46 [INFO] [5008] [IMPORT] TOTAL : 1131 lus, 1131 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:09:46 [INFO] [5008] [IMPORT] 13158 annonces en base 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260418_140813.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260418_140813.csv, Brand: peugeot, Model: 5008 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] 1115 list_id lus dans le CSV. 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] 1149 annonces actives en base pour peugeot 5008. 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] 34 annonce(s) marquées indisponibles. 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] CSV: 1115, Actives DB: 1149, Absentes: 34 2026-04-18 14:09:46 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 34 2026-04-18 14:09:46 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-18 14:09:47 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-18 14:09:47 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:09:47 [INFO] [5008] [DETAIL] 20 annonce(s) à enrichir (modèle: 5008) 2026-04-18 14:10:05 [INFO] [5008] [DETAIL] Progression : 10/20 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-18 14:10:28 [INFO] [5008] [DETAIL] Progression : 20/20 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-18 14:10:28 [INFO] [5008] [DETAIL] RESULTAT : 20 traitee(s), 20 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:10:28 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-18 14:10:28 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-18 14:10:31 [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. 2026-04-18 14:10:31 [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. 2026-04-18 14:10:32 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:10:32 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 20 2026-04-18 14:11:13 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:11:13 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 20 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:11:13 [INFO] [5008] [STATS] Resultats extraits : 20 2026-04-18 14:11:13 [INFO] [5008] [STATS] Evaluations inserees : 20 2026-04-18 14:11:14 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:11:14 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:11:14 [INFO] [5008] [STATS] referentiel_prix : 76 segments insérés 2026-04-18 14:11:14 [INFO] [5008] [STATS] ads.deal_columns : 2790 annonces mises à jour 2026-04-18 14:11:14 [INFO] [5008] [STATS] ANALYSE TERMINEE en 45.8s — 2790 annonces (run #642) — Modele: 5008 2026-04-18 14:11:15 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-18 14:11:15 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:11:15 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:11:15 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:11:15 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-18 14:11:15 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-18 14:11:15 [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 2026-04-18 14:11:16 [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 2026-04-18 14:11:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:11:18 [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 2026-04-18 14:11:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:11:27 [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 2026-04-18 14:11:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:11:30 [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 2026-04-18 14:11:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-18 14:11:32 [INFO] [fiesta] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=5 2026-04-18 14:11:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-18 14:11:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=6 2026-04-18 14:11:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-18 14:11:37 [INFO] [fiesta] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=7 2026-04-18 14:11:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-18 14:11:40 [INFO] [fiesta] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=8 2026-04-18 14:11:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-18 14:11:42 [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 2026-04-18 14:11:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-18 14:11:45 [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 2026-04-18 14:11:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-18 14:11:47 [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 2026-04-18 14:11:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-18 14:11:50 [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 2026-04-18 14:11:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-18 14:11:52 [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 2026-04-18 14:11:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-18 14:11:55 [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 2026-04-18 14:11:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-18 14:11:57 [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 2026-04-18 14:11:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-18 14:11:59 [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 2026-04-18 14:12:02 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-18 14:12:02 [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 2026-04-18 14:12:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-18 14:12:04 [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 2026-04-18 14:12:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-18 14:12:06 [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 2026-04-18 14:12:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-18 14:12:09 [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 2026-04-18 14:12:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-18 14:12:12 [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 2026-04-18 14:12:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-18 14:12:14 [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 2026-04-18 14:12:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-18 14:12:18 [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 2026-04-18 14:12:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-18 14:12:21 [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 2026-04-18 14:12:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-18 14:12:24 [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 2026-04-18 14:12:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-18 14:12:26 [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 2026-04-18 14:12:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-18 14:12:28 [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 2026-04-18 14:12:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-18 14:12:31 [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 2026-04-18 14:12:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-18 14:12:34 [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 2026-04-18 14:12:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-18 14:12:37 [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 2026-04-18 14:12:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-18 14:12:39 [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 2026-04-18 14:12:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-18 14:12:42 [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 2026-04-18 14:12:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-18 14:12:44 [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 2026-04-18 14:12:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-18 14:12:47 [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 2026-04-18 14:12:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-18 14:12:51 [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 2026-04-18 14:12:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-18 14:12:53 [INFO] [fiesta] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=36 2026-04-18 14:12:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-18 14:12:56 [INFO] [fiesta] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=37 2026-04-18 14:12:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-18 14:12:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=38 2026-04-18 14:13:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-18 14:13:01 [INFO] [fiesta] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=39 2026-04-18 14:13:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-18 14:13:04 [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 2026-04-18 14:13:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-18 14:13:06 [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 2026-04-18 14:13:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-18 14:13:10 [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 2026-04-18 14:13:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-18 14:13:13 [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 2026-04-18 14:13:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-18 14:13:15 [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 2026-04-18 14:13:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-18 14:13:18 [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 2026-04-18 14:13:20 [INFO] [fiesta] [SEARCH] 14 annonces recuperees (total: 1554) 2026-04-18 14:13:20 [INFO] [fiesta] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=46 2026-04-18 14:13:22 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-18 14:13:22 [INFO] [fiesta] [SEARCH] Termine : 1554 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260418_141116.csv 2026-04-18 14:13:22 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260418_141116.csv 2026-04-18 14:13:22 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260418_141116.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-18 14:13:22 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-18 14:13:22 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:13:22 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260418_141116.csv 2026-04-18 14:13:22 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:13:25 [INFO] [fiesta] [IMPORT] 1554 lus, 1554 inseres, 0 ignores, 0 erreurs 2026-04-18 14:13:25 [INFO] [fiesta] [IMPORT] TOTAL : 1554 lus, 1554 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:13:25 [INFO] [fiesta] [IMPORT] 13177 annonces en base 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260418_141116.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260418_141116.csv, Brand: ford, Model: fiesta 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] 1526 list_id lus dans le CSV. 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] 1582 annonces actives en base pour ford fiesta. 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] 56 annonce(s) marquées indisponibles. 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] CSV: 1526, Actives DB: 1582, Absentes: 56 2026-04-18 14:13:25 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 56 2026-04-18 14:13:25 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-18 14:13:25 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-18 14:13:25 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:13:25 [INFO] [fiesta] [DETAIL] 19 annonce(s) à enrichir (modèle: fiesta) 2026-04-18 14:13:44 [INFO] [fiesta] [DETAIL] Progression : 10/19 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-18 14:14:02 [INFO] [fiesta] [DETAIL] RESULTAT : 19 traitee(s), 19 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:14:02 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-18 14:14:02 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-18 14:14:06 [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. 2026-04-18 14:14:06 [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. 2026-04-18 14:14:07 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:14:07 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 19 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 19 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] Resultats extraits : 19 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] Evaluations inserees : 19 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:15:13 [INFO] [fiesta] [STATS] referentiel_prix : 60 segments insérés 2026-04-18 14:15:14 [INFO] [fiesta] [STATS] ads.deal_columns : 3113 annonces mises à jour 2026-04-18 14:15:14 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 70.9s — 3113 annonces (run #643) — Modele: fiesta 2026-04-18 14:15:14 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-18 14:15:14 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:15:15 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:15:15 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:15:15 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-18 14:15:15 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-18 14:15:15 [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 2026-04-18 14:15:15 [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 2026-04-18 14:15:17 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-18 14:15:17 [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 2026-04-18 14:15:19 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-18 14:15:19 [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 2026-04-18 14:15:21 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-18 14:15:21 [INFO] [nv200] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=4 2026-04-18 14:15:22 [INFO] [nv200] [SEARCH] 2 annonces recuperees (total: 107) 2026-04-18 14:15:22 [INFO] [nv200] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=5 2026-04-18 14:15:25 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-18 14:15:25 [INFO] [nv200] [SEARCH] Termine : 107 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260418_141515.csv 2026-04-18 14:15:25 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260418_141515.csv 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260418_141515.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260418_141515.csv 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] 107 lus, 107 inseres, 0 ignores, 0 erreurs 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] TOTAL : 107 lus, 107 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:15:25 [INFO] [nv200] [IMPORT] 13179 annonces en base 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260418_141515.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260418_141515.csv, Brand: nissan, Model: nv200 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] 107 list_id lus dans le CSV. 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] 109 annonces actives en base pour nissan nv200. 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] CSV: 107, Actives DB: 109, Absentes: 2 2026-04-18 14:15:25 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 2 2026-04-18 14:15:25 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-18 14:15:25 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-18 14:15:25 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-18 14:15:25 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-18 14:15:29 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-18 14:15:29 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-18 14:15:29 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-18 14:15:32 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-18 14:15:32 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-18 14:15:33 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:15:33 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-18 14:15:41 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-18 14:15:41 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-18 14:15:41 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-18 14:15:41 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-18 14:15:42 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-18 14:15:42 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-18 14:15:42 [INFO] [nv200] [STATS] referentiel_prix : 54 segments insérés 2026-04-18 14:15:42 [INFO] [nv200] [STATS] ads.deal_columns : 308 annonces mises à jour 2026-04-18 14:15:42 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 12.5s — 308 annonces (run #644) — Modele: nv200 2026-04-18 14:15:42 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-18 14:15:43 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-18 14:15:43 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-18 14:15:43 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-18 14:15:43 [INFO] [nv200] [LLM] .env restaure 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-18 14:15:43 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260418_140000/_summary.json