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Log : 20260407_200000
OK
Durée : 1370s
8 OK
5182 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-07 20:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-07 20:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-07 20:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-07 20:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-07 20:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-07 20:00:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:00:02 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-04-07 20:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:00:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-07 20:00:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:00:12 [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 2026-04-07 20:00:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:00:14 [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 2026-04-07 20:00:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:00:16 [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 2026-04-07 20:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:00:19 [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 2026-04-07 20:00:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-07 20:00:23 [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 2026-04-07 20:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-07 20:00:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=9 2026-04-07 20:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-07 20:00:28 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-04-07 20:00:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-07 20:00:30 [INFO] [clio_4] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=11 2026-04-07 20:00:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-07 20:00:32 [INFO] [clio_4] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=12 2026-04-07 20:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-07 20:00:37 [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 2026-04-07 20:00:41 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-07 20:00:41 [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 2026-04-07 20:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-07 20:00:44 [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 2026-04-07 20:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-07 20:00:47 [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 2026-04-07 20:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-07 20:00:50 [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 2026-04-07 20:00:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-07 20:00:53 [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 2026-04-07 20:00:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-07 20:00:56 [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 2026-04-07 20:01:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-07 20:01:00 [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 2026-04-07 20:01:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-07 20:01:02 [INFO] [clio_4] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=21 2026-04-07 20:01:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-07 20:01:06 [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 2026-04-07 20:01:09 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-07 20:01:09 [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 2026-04-07 20:01:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-07 20:01:13 [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 2026-04-07 20:01:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-07 20:01:15 [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 2026-04-07 20:01:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-07 20:01:17 [INFO] [clio_4] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=26 2026-04-07 20:01:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-07 20:01:20 [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 2026-04-07 20:01:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-07 20:01:22 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-07 20:01:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-07 20:01:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=29 2026-04-07 20:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-07 20:01:28 [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 2026-04-07 20:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-07 20:01:33 [INFO] [clio_4] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=31 2026-04-07 20:01:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-07 20:01:35 [INFO] [clio_4] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=32 2026-04-07 20:01:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-07 20:01:37 [INFO] [clio_4] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=33 2026-04-07 20:01:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-07 20:01:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=34 2026-04-07 20:01:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-07 20:01:42 [INFO] [clio_4] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=35 2026-04-07 20:01:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-07 20:01:45 [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 2026-04-07 20:01:48 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-07 20:01:48 [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 2026-04-07 20:01:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-07 20:01:51 [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 2026-04-07 20:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-07 20:01:54 [INFO] [clio_4] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=39 2026-04-07 20:01:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-07 20:01:57 [INFO] [clio_4] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=40 2026-04-07 20:02:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-07 20:02:01 [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 2026-04-07 20:02:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-07 20:02:05 [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 2026-04-07 20:02:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-07 20:02:07 [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 2026-04-07 20:02:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-07 20:02:10 [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 2026-04-07 20:02:13 [INFO] [clio_4] [SEARCH] 7 annonces recuperees (total: 1512) 2026-04-07 20:02:13 [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 2026-04-07 20:02:15 [INFO] [clio_4] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-07 20:02:15 [INFO] [clio_4] [SEARCH] Termine : 1512 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260407_200000.csv 2026-04-07 20:02:15 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260407_200000.csv 2026-04-07 20:02:15 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260407_200000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-07 20:02:15 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-07 20:02:15 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:02:15 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260407_200000.csv 2026-04-07 20:02:15 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:02:18 [INFO] [clio_4] [IMPORT] 1512 lus, 1512 inseres, 0 ignores, 0 erreurs 2026-04-07 20:02:18 [INFO] [clio_4] [IMPORT] TOTAL : 1512 lus, 1512 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:02:18 [INFO] [clio_4] [IMPORT] 10831 annonces en base 2026-04-07 20:02:18 [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_20260407_200000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260407_200000.csv, Brand: renault, Model: clio_4 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] 1497 list_id lus dans le CSV. 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] 1541 annonces actives en base pour renault clio_4. 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] 44 annonce(s) marquées indisponibles. 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] CSV: 1497, Actives DB: 1541, Absentes: 44 2026-04-07 20:02:18 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 44 2026-04-07 20:02:18 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-07 20:02:18 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-07 20:02:18 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:02:18 [INFO] [clio_4] [DETAIL] 33 annonce(s) à enrichir (modèle: clio_4) 2026-04-07 20:02:37 [INFO] [clio_4] [DETAIL] Progression : 10/33 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-07 20:02:58 [INFO] [clio_4] [DETAIL] Progression : 20/33 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-07 20:03:23 [INFO] [clio_4] [DETAIL] Progression : 30/33 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-04-07 20:03:29 [INFO] [clio_4] [DETAIL] RESULTAT : 33 traitee(s), 33 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:03:29 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-07 20:03:29 [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 2026-04-07 20:03:33 [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. 2026-04-07 20:03:33 [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. 2026-04-07 20:03:34 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:03:34 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 31 2026-04-07 20:04:42 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:04:42 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:04:50 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:04:50 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 1 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:04:50 [INFO] [clio_4] [STATS] Resultats extraits : 31 2026-04-07 20:04:50 [INFO] [clio_4] [STATS] Evaluations inserees : 31 2026-04-07 20:04:51 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:04:51 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:04:51 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-07 20:04:51 [INFO] [clio_4] [STATS] ads.deal_columns : 3832 annonces mises à jour 2026-04-07 20:04:51 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 81.1s — 3832 annonces (run #390) — Modele: clio_4 2026-04-07 20:04:52 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-07 20:04:52 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:04:52 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:04:52 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:04:52 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-07 20:04:52 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-07 20:04:52 [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 2026-04-07 20:04:53 [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 2026-04-07 20:04:56 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:04:56 [INFO] [i20] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=2 2026-04-07 20:05:06 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:05:06 [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 2026-04-07 20:05:09 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:05:09 [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 2026-04-07 20:05:11 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:05:11 [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 2026-04-07 20:05:14 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:05:14 [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 2026-04-07 20:05:16 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:05:16 [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 2026-04-07 20:05:18 [INFO] [i20] [SEARCH] 31 annonces recuperees (total: 241) 2026-04-07 20:05:18 [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 2026-04-07 20:05:21 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-07 20:05:21 [INFO] [i20] [SEARCH] Termine : 241 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260407_200453.csv 2026-04-07 20:05:21 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260407_200453.csv 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260407_200453.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] Model override : i20 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260407_200453.csv 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] 241 lus, 241 inseres, 0 ignores, 0 erreurs 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] TOTAL : 241 lus, 241 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:05:21 [INFO] [i20] [IMPORT] 10835 annonces en base 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260407_200453.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260407_200453.csv, Brand: hyundai, Model: i20 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] 240 list_id lus dans le CSV. 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] 246 annonces actives en base pour hyundai i20. 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] 6 annonce(s) marquées indisponibles. 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] CSV: 240, Actives DB: 246, Absentes: 6 2026-04-07 20:05:21 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 6 2026-04-07 20:05:21 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-07 20:05:21 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-07 20:05:21 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:05:21 [INFO] [i20] [DETAIL] 4 annonce(s) à enrichir (modèle: i20) 2026-04-07 20:05:33 [INFO] [i20] [DETAIL] RESULTAT : 4 traitee(s), 4 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:05:33 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-07 20:05:33 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-07 20:05:36 [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. 2026-04-07 20:05:36 [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. 2026-04-07 20:05:37 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:05:37 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 4 2026-04-07 20:07:00 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:07:00 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 4 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:07:00 [INFO] [i20] [STATS] Resultats extraits : 4 2026-04-07 20:07:00 [INFO] [i20] [STATS] Evaluations inserees : 4 2026-04-07 20:07:00 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:07:00 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:07:00 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-07 20:07:01 [INFO] [i20] [STATS] ads.deal_columns : 463 annonces mises à jour 2026-04-07 20:07:01 [INFO] [i20] [STATS] ANALYSE TERMINEE en 87.4s — 463 annonces (run #391) — Modele: i20 2026-04-07 20:07:01 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-07 20:07:02 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:07:02 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:07:02 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:07:02 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-07 20:07:02 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-07 20:07:02 [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 2026-04-07 20:07:02 [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 2026-04-07 20:07:05 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:07:05 [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 2026-04-07 20:07:09 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:07:09 [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 2026-04-07 20:07:11 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:07:11 [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 2026-04-07 20:07:15 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:07:15 [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 2026-04-07 20:07:17 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:07:17 [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 2026-04-07 20:07:22 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:07:22 [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 2026-04-07 20:07:24 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-07 20:07:24 [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 2026-04-07 20:07:27 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-07 20:07:27 [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 2026-04-07 20:07:32 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-07 20:07:32 [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 2026-04-07 20:07:35 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-07 20:07:35 [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 2026-04-07 20:07:41 [INFO] [berlingo] [SEARCH] 7 annonces recuperees (total: 357) 2026-04-07 20:07:41 [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 2026-04-07 20:07:43 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-07 20:07:43 [INFO] [berlingo] [SEARCH] Termine : 357 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260407_200702.csv 2026-04-07 20:07:43 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260407_200702.csv 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260407_200702.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260407_200702.csv 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] 357 lus, 357 inseres, 0 ignores, 0 erreurs 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] TOTAL : 357 lus, 357 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:07:43 [INFO] [berlingo] [IMPORT] 10836 annonces en base 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260407_200702.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260407_200702.csv, Brand: citroen, Model: berlingo 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] 357 list_id lus dans le CSV. 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] 360 annonces actives en base pour citroen berlingo. 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] CSV: 357, Actives DB: 360, Absentes: 3 2026-04-07 20:07:44 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 3 2026-04-07 20:07:44 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-07 20:07:44 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-07 20:07:44 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:07:44 [INFO] [berlingo] [DETAIL] 1 annonce(s) à enrichir (modèle: berlingo) 2026-04-07 20:07:45 [INFO] [berlingo] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:07:45 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-07 20:07:45 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-07 20:07:49 [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. 2026-04-07 20:07:49 [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. 2026-04-07 20:07:50 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:07:50 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 1 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] Resultats extraits : 1 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] Evaluations inserees : 1 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] ads.deal_columns : 653 annonces mises à jour 2026-04-07 20:08:02 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 16.7s — 653 annonces (run #392) — Modele: berlingo 2026-04-07 20:08:03 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-07 20:08:03 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:08:03 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:08:03 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:08:03 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-07 20:08:03 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-07 20:08:03 [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 2026-04-07 20:08:04 [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 2026-04-07 20:08:13 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:08:13 [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 2026-04-07 20:08:16 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:08:16 [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 2026-04-07 20:08:19 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:08:19 [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 2026-04-07 20:08:21 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:08:21 [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 2026-04-07 20:08:24 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:08:24 [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 2026-04-07 20:08:26 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:08:26 [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 2026-04-07 20:08:28 [INFO] [c4] [SEARCH] 1 annonces recuperees (total: 211) 2026-04-07 20:08:28 [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 2026-04-07 20:08:31 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-07 20:08:31 [INFO] [c4] [SEARCH] Termine : 211 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260407_200804.csv 2026-04-07 20:08:31 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260407_200804.csv 2026-04-07 20:08:31 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260407_200804.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-07 20:08:31 [INFO] [c4] [IMPORT] Model override : c4 2026-04-07 20:08:31 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:08:31 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260407_200804.csv 2026-04-07 20:08:31 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:08:32 [INFO] [c4] [IMPORT] 211 lus, 211 inseres, 0 ignores, 0 erreurs 2026-04-07 20:08:32 [INFO] [c4] [IMPORT] TOTAL : 211 lus, 211 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:08:32 [INFO] [c4] [IMPORT] 10843 annonces en base 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260407_200804.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260407_200804.csv, Brand: citroen, Model: c4 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] 211 list_id lus dans le CSV. 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] 213 annonces actives en base pour citroen c4. 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] CSV: 211, Actives DB: 213, Absentes: 2 2026-04-07 20:08:32 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 2 2026-04-07 20:08:32 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-07 20:08:32 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-07 20:08:32 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:08:32 [INFO] [c4] [DETAIL] 7 annonce(s) à enrichir (modèle: c4) 2026-04-07 20:08:46 [INFO] [c4] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:08:46 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-07 20:08:46 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-07 20:08:49 [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. 2026-04-07 20:08:49 [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. 2026-04-07 20:08:50 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:08:50 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 7 2026-04-07 20:10:11 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:10:11 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:10:11 [INFO] [c4] [STATS] Resultats extraits : 7 2026-04-07 20:10:11 [INFO] [c4] [STATS] Evaluations inserees : 7 2026-04-07 20:10:12 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:10:12 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:10:12 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-07 20:10:12 [INFO] [c4] [STATS] ads.deal_columns : 411 annonces mises à jour 2026-04-07 20:10:12 [INFO] [c4] [STATS] ANALYSE TERMINEE en 85.3s — 411 annonces (run #393) — Modele: c4 2026-04-07 20:10:12 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-07 20:10:13 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:10:13 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:10:13 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:10:13 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-07 20:10:13 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-07 20:10:13 [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 2026-04-07 20:10:13 [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 2026-04-07 20:10:16 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:10:16 [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 2026-04-07 20:10:19 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:10:19 [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 2026-04-07 20:10:22 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:10:22 [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 2026-04-07 20:10:26 [INFO] [scenic] [SEARCH] 26 annonces recuperees (total: 131) 2026-04-07 20:10:26 [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 2026-04-07 20:10:33 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-07 20:10:33 [INFO] [scenic] [SEARCH] Termine : 131 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260407_201013.csv 2026-04-07 20:10:33 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260407_201013.csv 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260407_201013.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260407_201013.csv 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] 131 lus, 131 inseres, 0 ignores, 0 erreurs 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] TOTAL : 131 lus, 131 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:10:33 [INFO] [scenic] [IMPORT] 10850 annonces en base 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260407_201013.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260407_201013.csv, Brand: renault, Model: scenic 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] 131 list_id lus dans le CSV. 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] 134 annonces actives en base pour renault scenic. 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] CSV: 131, Actives DB: 134, Absentes: 3 2026-04-07 20:10:33 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 3 2026-04-07 20:10:33 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-07 20:10:34 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-07 20:10:34 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:10:34 [INFO] [scenic] [DETAIL] 7 annonce(s) à enrichir (modèle: scenic) 2026-04-07 20:10:46 [INFO] [scenic] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:10:46 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-07 20:10:46 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-07 20:10:49 [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. 2026-04-07 20:10:49 [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. 2026-04-07 20:10:50 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:10:50 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 7 2026-04-07 20:11:56 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:11:56 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:11:56 [INFO] [scenic] [STATS] Resultats extraits : 7 2026-04-07 20:11:56 [INFO] [scenic] [STATS] Evaluations inserees : 7 2026-04-07 20:11:56 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:11:56 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:11:56 [INFO] [scenic] [STATS] referentiel_prix : 26 segments insérés 2026-04-07 20:11:56 [INFO] [scenic] [STATS] ads.deal_columns : 278 annonces mises à jour 2026-04-07 20:11:56 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 69.6s — 278 annonces (run #394) — Modele: scenic 2026-04-07 20:11:57 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-07 20:11:57 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:11:57 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:11:57 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:11:57 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-07 20:11:57 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-07 20:11:57 [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 2026-04-07 20:11:58 [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 2026-04-07 20:12:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:12:00 [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 2026-04-07 20:12:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:12:04 [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 2026-04-07 20:12:13 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:12:13 [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 2026-04-07 20:12:15 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:12:15 [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 2026-04-07 20:12:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:12:17 [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 2026-04-07 20:12:20 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:12:20 [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 2026-04-07 20:12:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-07 20:12:23 [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 2026-04-07 20:12:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-07 20:12:28 [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 2026-04-07 20:12:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-07 20:12:30 [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 2026-04-07 20:12:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-07 20:12:35 [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 2026-04-07 20:12:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-07 20:12:37 [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 2026-04-07 20:12:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-07 20:12:40 [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 2026-04-07 20:12:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-07 20:12:43 [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 2026-04-07 20:12:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-07 20:12:46 [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 2026-04-07 20:12:48 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-07 20:12:48 [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 2026-04-07 20:12:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-07 20:12:50 [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 2026-04-07 20:13:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-07 20:13:04 [INFO] [5008] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=18 2026-04-07 20:13:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-07 20:13:07 [INFO] [5008] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=19 2026-04-07 20:13:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-07 20:13:09 [INFO] [5008] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=20 2026-04-07 20:13:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-07 20:13:11 [INFO] [5008] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=21 2026-04-07 20:13:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-07 20:13:14 [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 2026-04-07 20:13:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-07 20:13:16 [INFO] [5008] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=23 2026-04-07 20:13:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-07 20:13:19 [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 2026-04-07 20:13:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-07 20:13:21 [INFO] [5008] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=25 2026-04-07 20:13:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-07 20:13:24 [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 2026-04-07 20:13:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-07 20:13:27 [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 2026-04-07 20:13:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-07 20:13:30 [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 2026-04-07 20:13:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-07 20:13:33 [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 2026-04-07 20:13:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-07 20:13:35 [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 2026-04-07 20:13:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-07 20:13:38 [INFO] [5008] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=31 2026-04-07 20:13:40 [INFO] [5008] [SEARCH] 25 annonces recuperees (total: 1075) 2026-04-07 20:13:40 [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 2026-04-07 20:13:42 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-04-07 20:13:42 [INFO] [5008] [SEARCH] Termine : 1075 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260407_201158.csv 2026-04-07 20:13:42 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260407_201158.csv 2026-04-07 20:13:42 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260407_201158.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-07 20:13:42 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-07 20:13:42 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:13:42 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260407_201158.csv 2026-04-07 20:13:42 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:13:44 [INFO] [5008] [IMPORT] 1075 lus, 1075 inseres, 0 ignores, 0 erreurs 2026-04-07 20:13:44 [INFO] [5008] [IMPORT] TOTAL : 1075 lus, 1075 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:13:44 [INFO] [5008] [IMPORT] 10874 annonces en base 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260407_201158.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260407_201158.csv, Brand: peugeot, Model: 5008 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] 1063 list_id lus dans le CSV. 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] 1093 annonces actives en base pour peugeot 5008. 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] 30 annonce(s) marquées indisponibles. 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] CSV: 1063, Actives DB: 1093, Absentes: 30 2026-04-07 20:13:44 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 30 2026-04-07 20:13:44 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-07 20:13:44 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-07 20:13:44 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:13:44 [INFO] [5008] [DETAIL] 24 annonce(s) à enrichir (modèle: 5008) 2026-04-07 20:14:05 [INFO] [5008] [DETAIL] Progression : 10/24 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-07 20:14:26 [INFO] [5008] [DETAIL] Progression : 20/24 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-07 20:14:34 [INFO] [5008] [DETAIL] RESULTAT : 24 traitee(s), 24 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:14:34 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-07 20:14:34 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-07 20:14:38 [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. 2026-04-07 20:14:38 [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. 2026-04-07 20:14:39 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:14:39 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 24 2026-04-07 20:17:06 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:17:06 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 24 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:17:06 [INFO] [5008] [STATS] Resultats extraits : 24 2026-04-07 20:17:06 [INFO] [5008] [STATS] PureTech flaggues : 1 2026-04-07 20:17:06 [INFO] [5008] [STATS] Evaluations inserees : 24 2026-04-07 20:17:07 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:17:07 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:17:07 [INFO] [5008] [STATS] referentiel_prix : 74 segments insérés 2026-04-07 20:17:07 [INFO] [5008] [STATS] ads.deal_columns : 2307 annonces mises à jour 2026-04-07 20:17:07 [INFO] [5008] [STATS] ANALYSE TERMINEE en 151.6s — 2307 annonces (run #395) — Modele: 5008 2026-04-07 20:17:08 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-07 20:17:08 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:17:08 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:17:08 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:17:08 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-07 20:17:08 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-07 20:17:08 [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 2026-04-07 20:17:09 [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 2026-04-07 20:17:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:17:12 [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 2026-04-07 20:17:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:17:15 [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 2026-04-07 20:17:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:17:18 [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 2026-04-07 20:17:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-07 20:17:21 [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 2026-04-07 20:17:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-07 20:17:24 [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 2026-04-07 20:17:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-07 20:17:27 [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 2026-04-07 20:17:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-07 20:17:29 [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 2026-04-07 20:17:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-07 20:17:31 [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 2026-04-07 20:17:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-07 20:17:34 [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 2026-04-07 20:17:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-07 20:17:37 [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 2026-04-07 20:17:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-07 20:17:40 [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 2026-04-07 20:17:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-07 20:17:42 [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 2026-04-07 20:17:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-07 20:17:45 [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 2026-04-07 20:17:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-07 20:17:48 [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 2026-04-07 20:17:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-07 20:17:52 [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 2026-04-07 20:17:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-07 20:17:56 [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 2026-04-07 20:17:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-07 20:17:58 [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 2026-04-07 20:18:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-07 20:18:01 [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 2026-04-07 20:18:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-07 20:18:04 [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 2026-04-07 20:18:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-07 20:18:07 [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 2026-04-07 20:18:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-07 20:18:09 [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 2026-04-07 20:18:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-07 20:18:12 [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 2026-04-07 20:18:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-07 20:18:15 [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 2026-04-07 20:18:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-07 20:18:19 [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 2026-04-07 20:18:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-07 20:18:22 [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 2026-04-07 20:18:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-07 20:18:24 [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 2026-04-07 20:18:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-07 20:18:27 [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 2026-04-07 20:18:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-07 20:18:30 [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 2026-04-07 20:18:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-07 20:18:33 [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 2026-04-07 20:18:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-07 20:18:37 [INFO] [fiesta] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=31 2026-04-07 20:18:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-07 20:18:40 [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 2026-04-07 20:18:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-07 20:18:44 [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 2026-04-07 20:18:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-07 20:18:46 [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 2026-04-07 20:18:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-07 20:18:49 [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 2026-04-07 20:18:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-07 20:18:52 [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 2026-04-07 20:18:54 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-07 20:18:54 [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 2026-04-07 20:18:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-07 20:18:59 [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 2026-04-07 20:19:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-07 20:19:10 [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 2026-04-07 20:19:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-07 20:19:12 [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 2026-04-07 20:19:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-07 20:19:15 [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 2026-04-07 20:19:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-07 20:19:18 [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 2026-04-07 20:19:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-07 20:19:21 [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 2026-04-07 20:19:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-07 20:19:25 [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 2026-04-07 20:19:27 [INFO] [fiesta] [SEARCH] 22 annonces recuperees (total: 1527) 2026-04-07 20:19:27 [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 2026-04-07 20:19:29 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-07 20:19:29 [INFO] [fiesta] [SEARCH] Termine : 1527 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260407_201709.csv 2026-04-07 20:19:30 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260407_201709.csv 2026-04-07 20:19:30 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260407_201709.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-07 20:19:30 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-07 20:19:30 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:19:30 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260407_201709.csv 2026-04-07 20:19:30 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:19:32 [INFO] [fiesta] [IMPORT] 1527 lus, 1527 inseres, 0 ignores, 0 erreurs 2026-04-07 20:19:32 [INFO] [fiesta] [IMPORT] TOTAL : 1527 lus, 1527 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:19:32 [INFO] [fiesta] [IMPORT] 10899 annonces en base 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260407_201709.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260407_201709.csv, Brand: ford, Model: fiesta 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] 1504 list_id lus dans le CSV. 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] 1554 annonces actives en base pour ford fiesta. 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] 50 annonce(s) marquées indisponibles. 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] CSV: 1504, Actives DB: 1554, Absentes: 50 2026-04-07 20:19:32 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 50 2026-04-07 20:19:32 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-07 20:19:33 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-07 20:19:33 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:19:33 [INFO] [fiesta] [DETAIL] 25 annonce(s) à enrichir (modèle: fiesta) 2026-04-07 20:19:52 [INFO] [fiesta] [DETAIL] Progression : 10/25 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-07 20:20:11 [INFO] [fiesta] [DETAIL] Progression : 20/25 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-07 20:20:20 [INFO] [fiesta] [DETAIL] RESULTAT : 25 traitee(s), 25 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:20:20 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-07 20:20:20 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-07 20:20:24 [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. 2026-04-07 20:20:24 [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. 2026-04-07 20:20:25 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:20:25 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 25 2026-04-07 20:22:09 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:22:09 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 25 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:22:09 [INFO] [fiesta] [STATS] Resultats extraits : 25 2026-04-07 20:22:09 [INFO] [fiesta] [STATS] Evaluations inserees : 25 2026-04-07 20:22:10 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:22:10 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:22:10 [INFO] [fiesta] [STATS] referentiel_prix : 57 segments insérés 2026-04-07 20:22:10 [INFO] [fiesta] [STATS] ads.deal_columns : 2548 annonces mises à jour 2026-04-07 20:22:10 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 108.8s — 2548 annonces (run #396) — Modele: fiesta 2026-04-07 20:22:10 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-07 20:22:11 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:22:11 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:22:11 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:22:11 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-07 20:22:11 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-07 20:22:11 [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 2026-04-07 20:22:11 [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 2026-04-07 20:22:14 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-07 20:22:14 [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 2026-04-07 20:22:16 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-07 20:22:16 [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 2026-04-07 20:22:19 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-07 20:22:19 [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 2026-04-07 20:22:21 [INFO] [nv200] [SEARCH] 6 annonces recuperees (total: 111) 2026-04-07 20:22:21 [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 2026-04-07 20:22:24 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-07 20:22:24 [INFO] [nv200] [SEARCH] Termine : 111 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260407_202211.csv 2026-04-07 20:22:24 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260407_202211.csv 2026-04-07 20:22:24 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260407_202211.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-07 20:22:24 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-07 20:22:24 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-07 20:22:24 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260407_202211.csv 2026-04-07 20:22:25 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:22:25 [INFO] [nv200] [IMPORT] 111 lus, 111 inseres, 0 ignores, 0 erreurs 2026-04-07 20:22:25 [INFO] [nv200] [IMPORT] TOTAL : 111 lus, 111 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:22:25 [INFO] [nv200] [IMPORT] 10901 annonces en base 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260407_202211.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260407_202211.csv, Brand: nissan, Model: nv200 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] 111 list_id lus dans le CSV. 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] 116 annonces actives en base pour nissan nv200. 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] 5 annonce(s) marquées indisponibles. 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] CSV: 111, Actives DB: 116, Absentes: 5 2026-04-07 20:22:25 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 5 2026-04-07 20:22:25 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-07 20:22:25 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-07 20:22:25 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-07 20:22:25 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-07 20:22:29 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-07 20:22:29 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-07 20:22:29 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-07 20:22:32 [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. 2026-04-07 20:22:32 [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. 2026-04-07 20:22:33 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:22:33 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-07 20:22:49 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-07 20:22:49 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-07 20:22:49 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-07 20:22:49 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-07 20:22:49 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-07 20:22:49 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-07 20:22:49 [INFO] [nv200] [STATS] referentiel_prix : 50 segments insérés 2026-04-07 20:22:49 [INFO] [nv200] [STATS] ads.deal_columns : 254 annonces mises à jour 2026-04-07 20:22:49 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 19.8s — 254 annonces (run #397) — Modele: nv200 2026-04-07 20:22:49 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-07 20:22:50 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-07 20:22:50 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-07 20:22:50 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-07 20:22:50 [INFO] [nv200] [LLM] .env restaure 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-07 20:22:50 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260407_200000/_summary.json