Administration
← Retour
Log : 20260417_200000
OK
Durée : 1013s
8 OK
5383 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-17 20:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-17 20:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-17 20:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-17 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 2026-04-17 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 2026-04-17 20:00:02 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 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 2026-04-17 20:00:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 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 2026-04-17 20:00:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:00:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-17 20:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:00:10 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-17 20:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:00:13 [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 2026-04-17 20:00:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:00:17 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-17 20:00:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-17 20:00:20 [INFO] [clio_4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=8 2026-04-17 20:00:22 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-17 20:00:22 [INFO] [clio_4] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=9 2026-04-17 20:00:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-17 20:00:25 [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 2026-04-17 20:00:27 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-17 20:00:27 [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 2026-04-17 20:00:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-17 20:00:30 [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 2026-04-17 20:00:32 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-17 20:00:32 [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 2026-04-17 20:00:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-17 20:00:35 [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 2026-04-17 20:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-17 20:00:37 [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 2026-04-17 20:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-17 20:00:40 [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 2026-04-17 20:00:42 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-17 20:00:42 [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 2026-04-17 20:00:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-17 20:00:44 [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 2026-04-17 20:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-17 20:00:47 [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 2026-04-17 20:00:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-17 20:00:49 [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 2026-04-17 20:00:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-17 20:00:51 [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 2026-04-17 20:00:53 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-17 20:00:53 [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 2026-04-17 20:00:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-17 20:00:56 [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 2026-04-17 20:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-17 20:00:58 [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 2026-04-17 20:01:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-17 20:01:01 [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 2026-04-17 20:01:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-17 20:01:03 [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 2026-04-17 20:01:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-17 20:01:05 [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 2026-04-17 20:01:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-17 20:01:08 [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 2026-04-17 20:01:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-17 20:01:14 [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 2026-04-17 20:01:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-17 20:01:17 [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 2026-04-17 20:01:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-17 20:01:19 [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 2026-04-17 20:01:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-17 20:01:23 [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 2026-04-17 20:01:25 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-17 20:01:25 [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 2026-04-17 20:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-17 20:01:28 [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 2026-04-17 20:01:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-17 20:01:30 [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 2026-04-17 20:01:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-17 20:01:34 [INFO] [clio_4] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=36 2026-04-17 20:01:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-17 20:01:43 [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 2026-04-17 20:01:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-17 20:01:45 [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 2026-04-17 20:01:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-17 20:01:47 [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 2026-04-17 20:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-17 20:01:49 [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 2026-04-17 20:01:51 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-17 20:01:51 [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 2026-04-17 20:01:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-17 20:01:55 [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 2026-04-17 20:01:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-17 20:01:58 [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 2026-04-17 20:02:00 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-17 20:02:00 [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 2026-04-17 20:02:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-17 20:02:03 [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 2026-04-17 20:02:05 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1575) 2026-04-17 20:02:05 [INFO] [clio_4] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=46 2026-04-17 20:02:07 [INFO] [clio_4] [SEARCH] 27 annonces recuperees (total: 1602) 2026-04-17 20:02:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 47 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=47 2026-04-17 20:02:10 [INFO] [clio_4] [SEARCH] Page 47 : aucune annonce, arret de la pagination. 2026-04-17 20:02:10 [INFO] [clio_4] [SEARCH] Termine : 1602 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260417_200000.csv 2026-04-17 20:02:10 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260417_200000.csv 2026-04-17 20:02:10 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260417_200000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-17 20:02:10 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-17 20:02:10 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:02:10 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260417_200000.csv 2026-04-17 20:02:10 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:02:12 [INFO] [clio_4] [IMPORT] 1602 lus, 1602 inseres, 0 ignores, 0 erreurs 2026-04-17 20:02:12 [INFO] [clio_4] [IMPORT] TOTAL : 1602 lus, 1602 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:02:12 [INFO] [clio_4] [IMPORT] 13006 annonces en base 2026-04-17 20:02:12 [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_20260417_200000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:02:12 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260417_200000.csv, Brand: renault, Model: clio_4 2026-04-17 20:02:13 [INFO] [clio_4] [AVAILABILITY] 1578 list_id lus dans le CSV. 2026-04-17 20:02:13 [INFO] [clio_4] [AVAILABILITY] 1625 annonces actives en base pour renault clio_4. 2026-04-17 20:02:13 [INFO] [clio_4] [AVAILABILITY] 47 annonce(s) marquées indisponibles. 2026-04-17 20:02:13 [INFO] [clio_4] [AVAILABILITY] CSV: 1578, Actives DB: 1625, Absentes: 47 2026-04-17 20:02:13 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 47 2026-04-17 20:02:13 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-17 20:02:13 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-17 20:02:13 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:02:13 [INFO] [clio_4] [DETAIL] 28 annonce(s) à enrichir (modèle: clio_4) 2026-04-17 20:02:35 [INFO] [clio_4] [DETAIL] Progression : 10/28 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-17 20:02:54 [INFO] [clio_4] [DETAIL] Progression : 20/28 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-17 20:03:13 [INFO] [clio_4] [DETAIL] RESULTAT : 28 traitee(s), 28 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:03:13 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-17 20:03:14 [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 2026-04-17 20:03:17 [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. 2026-04-17 20:03:17 [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. 2026-04-17 20:03:18 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:03:18 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 28 2026-04-17 20:04:35 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:04:35 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 28 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:04:35 [INFO] [clio_4] [STATS] Resultats extraits : 28 2026-04-17 20:04:35 [INFO] [clio_4] [STATS] Evaluations inserees : 28 2026-04-17 20:04:36 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:04:36 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:04:36 [INFO] [clio_4] [STATS] referentiel_prix : 52 segments insérés 2026-04-17 20:04:36 [INFO] [clio_4] [STATS] ads.deal_columns : 4609 annonces mises à jour 2026-04-17 20:04:36 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 81.4s — 4609 annonces (run #621) — Modele: clio_4 2026-04-17 20:04:37 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-17 20:04:37 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:04:37 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:04:37 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:04:37 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-17 20:04:37 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-17 20:04:37 [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 2026-04-17 20:04:38 [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 2026-04-17 20:04:40 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:04:40 [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 2026-04-17 20:04:42 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:04:42 [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 2026-04-17 20:04:45 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:04:45 [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 2026-04-17 20:04:50 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:04:50 [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 2026-04-17 20:04:52 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:04:52 [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 2026-04-17 20:04:54 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:04:54 [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 2026-04-17 20:04:56 [INFO] [i20] [SEARCH] 34 annonces recuperees (total: 244) 2026-04-17 20:04:56 [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 2026-04-17 20:04:58 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-17 20:04:58 [INFO] [i20] [SEARCH] Termine : 244 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260417_200438.csv 2026-04-17 20:04:58 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260417_200438.csv 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260417_200438.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] Model override : i20 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260417_200438.csv 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] 244 lus, 244 inseres, 0 ignores, 0 erreurs 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] TOTAL : 244 lus, 244 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:04:58 [INFO] [i20] [IMPORT] 13012 annonces en base 2026-04-17 20:04:58 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260417_200438.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:04:58 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260417_200438.csv, Brand: hyundai, Model: i20 2026-04-17 20:04:58 [INFO] [i20] [AVAILABILITY] 244 list_id lus dans le CSV. 2026-04-17 20:04:59 [INFO] [i20] [AVAILABILITY] 253 annonces actives en base pour hyundai i20. 2026-04-17 20:04:59 [INFO] [i20] [AVAILABILITY] 9 annonce(s) marquées indisponibles. 2026-04-17 20:04:59 [INFO] [i20] [AVAILABILITY] CSV: 244, Actives DB: 253, Absentes: 9 2026-04-17 20:04:59 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 9 2026-04-17 20:04:59 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-17 20:04:59 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-17 20:04:59 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:04:59 [INFO] [i20] [DETAIL] 6 annonce(s) à enrichir (modèle: i20) 2026-04-17 20:05:10 [INFO] [i20] [DETAIL] RESULTAT : 6 traitee(s), 6 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:05:10 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-17 20:05:10 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-17 20:05:13 [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. 2026-04-17 20:05:13 [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. 2026-04-17 20:05:14 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:05:14 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 6 2026-04-17 20:05:23 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 502 Bad Gateway" 2026-04-17 20:05:23 [INFO] [i20] [STATS] Retrying request to /chat/completions in 0.470722 seconds 2026-04-17 20:05:54 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:05:54 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 6 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:05:54 [INFO] [i20] [STATS] Resultats extraits : 6 2026-04-17 20:05:54 [INFO] [i20] [STATS] Evaluations inserees : 6 2026-04-17 20:05:55 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:05:55 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:05:55 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-17 20:05:55 [INFO] [i20] [STATS] ads.deal_columns : 568 annonces mises à jour 2026-04-17 20:05:55 [INFO] [i20] [STATS] ANALYSE TERMINEE en 44.3s — 568 annonces (run #622) — Modele: i20 2026-04-17 20:05:55 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-17 20:05:56 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:05:56 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:05:56 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:05:56 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-17 20:05:56 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-17 20:05:56 [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 2026-04-17 20:05:56 [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 2026-04-17 20:05:58 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:05:58 [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 2026-04-17 20:06:01 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:06:01 [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 2026-04-17 20:06:05 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:06:05 [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 2026-04-17 20:06:08 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:06:08 [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 2026-04-17 20:06:10 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:06:10 [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 2026-04-17 20:06:13 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:06:13 [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 2026-04-17 20:06:15 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-17 20:06:15 [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 2026-04-17 20:06:18 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-17 20:06:18 [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 2026-04-17 20:06:21 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-17 20:06:21 [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 2026-04-17 20:06:23 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-17 20:06:23 [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 2026-04-17 20:06:26 [INFO] [berlingo] [SEARCH] 27 annonces recuperees (total: 377) 2026-04-17 20:06:26 [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 2026-04-17 20:06:27 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-17 20:06:27 [INFO] [berlingo] [SEARCH] Termine : 377 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260417_200556.csv 2026-04-17 20:06:27 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260417_200556.csv 2026-04-17 20:06:27 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260417_200556.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-17 20:06:27 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-17 20:06:27 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:06:27 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260417_200556.csv 2026-04-17 20:06:27 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:06:28 [INFO] [berlingo] [IMPORT] 377 lus, 377 inseres, 0 ignores, 0 erreurs 2026-04-17 20:06:28 [INFO] [berlingo] [IMPORT] TOTAL : 377 lus, 377 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:06:28 [INFO] [berlingo] [IMPORT] 13019 annonces en base 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260417_200556.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260417_200556.csv, Brand: citroen, Model: berlingo 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] 376 list_id lus dans le CSV. 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] 381 annonces actives en base pour citroen berlingo. 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] 5 annonce(s) marquées indisponibles. 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] CSV: 376, Actives DB: 381, Absentes: 5 2026-04-17 20:06:28 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 5 2026-04-17 20:06:28 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-17 20:06:28 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-17 20:06:28 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:06:28 [INFO] [berlingo] [DETAIL] 7 annonce(s) à enrichir (modèle: berlingo) 2026-04-17 20:06:42 [INFO] [berlingo] [DETAIL] RESULTAT : 7 traitee(s), 7 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:06:42 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-17 20:06:42 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-17 20:06:45 [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. 2026-04-17 20:06:45 [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. 2026-04-17 20:06:46 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:06:46 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 7 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 7 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] Resultats extraits : 7 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] Evaluations inserees : 7 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:07:30 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:07:31 [INFO] [berlingo] [STATS] referentiel_prix : 65 segments insérés 2026-04-17 20:07:31 [INFO] [berlingo] [STATS] ads.deal_columns : 756 annonces mises à jour 2026-04-17 20:07:31 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 48.1s — 756 annonces (run #623) — Modele: berlingo 2026-04-17 20:07:31 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-17 20:07:32 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:07:32 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:07:32 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:07:32 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-17 20:07:32 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-17 20:07:32 [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 2026-04-17 20:07:32 [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 2026-04-17 20:07:35 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:07:35 [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 2026-04-17 20:07:37 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:07:37 [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 2026-04-17 20:07:40 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:07:40 [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 2026-04-17 20:07:42 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:07:42 [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 2026-04-17 20:07:45 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:07:45 [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 2026-04-17 20:07:48 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:07:48 [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 2026-04-17 20:07:51 [INFO] [c4] [SEARCH] 12 annonces recuperees (total: 222) 2026-04-17 20:07:51 [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 2026-04-17 20:07:53 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-17 20:07:53 [INFO] [c4] [SEARCH] Termine : 222 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260417_200732.csv 2026-04-17 20:07:53 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260417_200732.csv 2026-04-17 20:07:53 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260417_200732.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-17 20:07:53 [INFO] [c4] [IMPORT] Model override : c4 2026-04-17 20:07:53 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:07:53 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260417_200732.csv 2026-04-17 20:07:53 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:07:54 [INFO] [c4] [IMPORT] 222 lus, 222 inseres, 0 ignores, 0 erreurs 2026-04-17 20:07:54 [INFO] [c4] [IMPORT] TOTAL : 222 lus, 222 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:07:54 [INFO] [c4] [IMPORT] 13021 annonces en base 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260417_200732.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260417_200732.csv, Brand: citroen, Model: c4 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] 222 list_id lus dans le CSV. 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] 223 annonces actives en base pour citroen c4. 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] CSV: 222, Actives DB: 223, Absentes: 1 2026-04-17 20:07:54 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 1 2026-04-17 20:07:54 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-17 20:07:54 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-17 20:07:54 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:07:54 [INFO] [c4] [DETAIL] 2 annonce(s) à enrichir (modèle: c4) 2026-04-17 20:07:57 [INFO] [c4] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:07:57 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-17 20:07:57 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-17 20:08:00 [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. 2026-04-17 20:08:00 [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. 2026-04-17 20:08:01 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:08:01 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 2 2026-04-17 20:08:31 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:08:31 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:08:31 [INFO] [c4] [STATS] Resultats extraits : 2 2026-04-17 20:08:31 [INFO] [c4] [STATS] Evaluations inserees : 2 2026-04-17 20:08:32 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:08:32 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:08:32 [INFO] [c4] [STATS] referentiel_prix : 31 segments insérés 2026-04-17 20:08:32 [INFO] [c4] [STATS] ads.deal_columns : 485 annonces mises à jour 2026-04-17 20:08:32 [INFO] [c4] [STATS] ANALYSE TERMINEE en 34.3s — 485 annonces (run #624) — Modele: c4 2026-04-17 20:08:32 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-17 20:08:33 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:08:33 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:08:33 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:08:33 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-17 20:08:33 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-17 20:08:33 [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 2026-04-17 20:08:33 [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 2026-04-17 20:08:35 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:08:35 [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 2026-04-17 20:08:38 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:08:38 [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 2026-04-17 20:08:40 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:08:40 [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 2026-04-17 20:08:42 [INFO] [scenic] [SEARCH] 26 annonces recuperees (total: 131) 2026-04-17 20:08:42 [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 2026-04-17 20:08:44 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-17 20:08:44 [INFO] [scenic] [SEARCH] Termine : 131 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260417_200833.csv 2026-04-17 20:08:44 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260417_200833.csv 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260417_200833.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260417_200833.csv 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] 131 lus, 131 inseres, 0 ignores, 0 erreurs 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] TOTAL : 131 lus, 131 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:08:44 [INFO] [scenic] [IMPORT] 13023 annonces en base 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260417_200833.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260417_200833.csv, Brand: renault, Model: scenic 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] 130 list_id lus dans le CSV. 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] 133 annonces actives en base pour renault scenic. 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] CSV: 130, Actives DB: 133, Absentes: 3 2026-04-17 20:08:44 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 3 2026-04-17 20:08:44 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-17 20:08:44 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-17 20:08:44 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:08:44 [INFO] [scenic] [DETAIL] 2 annonce(s) à enrichir (modèle: scenic) 2026-04-17 20:08:48 [INFO] [scenic] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:08:49 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-17 20:08:49 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-17 20:08:52 [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. 2026-04-17 20:08:52 [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. 2026-04-17 20:08:52 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:08:52 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 2 2026-04-17 20:09:14 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:09:14 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:09:14 [INFO] [scenic] [STATS] Resultats extraits : 2 2026-04-17 20:09:14 [INFO] [scenic] [STATS] Evaluations inserees : 2 2026-04-17 20:09:14 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:09:14 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:09:15 [INFO] [scenic] [STATS] referentiel_prix : 27 segments insérés 2026-04-17 20:09:15 [INFO] [scenic] [STATS] ads.deal_columns : 326 annonces mises à jour 2026-04-17 20:09:15 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 25.6s — 326 annonces (run #625) — Modele: scenic 2026-04-17 20:09:15 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-17 20:09:16 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:09:16 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:09:16 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:09:16 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-17 20:09:16 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-17 20:09:16 [INFO] [5008] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model 5008 2026-04-17 20:09:16 [INFO] [5008] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=1 2026-04-17 20:09:18 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:09:18 [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 2026-04-17 20:09:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:09:21 [INFO] [5008] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=3 2026-04-17 20:09:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:09:23 [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 2026-04-17 20:09:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:09:25 [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 2026-04-17 20:09:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:09:28 [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 2026-04-17 20:09:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:09:32 [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 2026-04-17 20:09:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-17 20:09:34 [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 2026-04-17 20:09:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-17 20:09:37 [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 2026-04-17 20:09:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-17 20:09:39 [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 2026-04-17 20:09:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-17 20:09:41 [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 2026-04-17 20:09:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-17 20:09:44 [INFO] [5008] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=12 2026-04-17 20:09:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-17 20:09:46 [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 2026-04-17 20:09:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-17 20:09:49 [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 2026-04-17 20:09:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-17 20:09:51 [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 2026-04-17 20:09:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-17 20:09:53 [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 2026-04-17 20:09:55 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-17 20:09:55 [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 2026-04-17 20:09:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-17 20:09:58 [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 2026-04-17 20:10:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-17 20:10:00 [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 2026-04-17 20:10:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-17 20:10:04 [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 2026-04-17 20:10:07 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-17 20:10:07 [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 2026-04-17 20:10:10 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-17 20:10:10 [INFO] [5008] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=22 2026-04-17 20:10:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-17 20:10:12 [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 2026-04-17 20:10:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-17 20:10:14 [INFO] [5008] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=24 2026-04-17 20:10:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-17 20:10:17 [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 2026-04-17 20:10:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-17 20:10:19 [INFO] [5008] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=26 2026-04-17 20:10:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-17 20:10:21 [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 2026-04-17 20:10:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-17 20:10:23 [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 2026-04-17 20:10:26 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-17 20:10:26 [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 2026-04-17 20:10:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-17 20:10:29 [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 2026-04-17 20:10:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-17 20:10:31 [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 2026-04-17 20:10:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-17 20:10:33 [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 2026-04-17 20:10:36 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-17 20:10:36 [INFO] [5008] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=33 2026-04-17 20:10:38 [INFO] [5008] [SEARCH] 3 annonces recuperees (total: 1123) 2026-04-17 20:10:38 [INFO] [5008] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=34 2026-04-17 20:10:41 [INFO] [5008] [SEARCH] Page 34 : aucune annonce, arret de la pagination. 2026-04-17 20:10:41 [INFO] [5008] [SEARCH] Termine : 1123 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260417_200916.csv 2026-04-17 20:10:41 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260417_200916.csv 2026-04-17 20:10:41 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260417_200916.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-17 20:10:41 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-17 20:10:41 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:10:41 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260417_200916.csv 2026-04-17 20:10:41 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:10:43 [INFO] [5008] [IMPORT] 1123 lus, 1123 inseres, 0 ignores, 0 erreurs 2026-04-17 20:10:43 [INFO] [5008] [IMPORT] TOTAL : 1123 lus, 1123 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:10:43 [INFO] [5008] [IMPORT] 13039 annonces en base 2026-04-17 20:10:43 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260417_200916.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260417_200916.csv, Brand: peugeot, Model: 5008 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] 1108 list_id lus dans le CSV. 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] 1135 annonces actives en base pour peugeot 5008. 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] 27 annonce(s) marquées indisponibles. 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] CSV: 1108, Actives DB: 1135, Absentes: 27 2026-04-17 20:10:44 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 27 2026-04-17 20:10:44 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-17 20:10:44 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-17 20:10:44 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:10:44 [INFO] [5008] [DETAIL] 16 annonce(s) à enrichir (modèle: 5008) 2026-04-17 20:11:06 [INFO] [5008] [DETAIL] Progression : 10/16 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-17 20:11:19 [INFO] [5008] [DETAIL] RESULTAT : 16 traitee(s), 16 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:11:19 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-17 20:11:19 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-17 20:11:23 [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. 2026-04-17 20:11:23 [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. 2026-04-17 20:11:24 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:11:24 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 16 2026-04-17 20:12:06 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:12:06 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 16 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:12:06 [INFO] [5008] [STATS] Resultats extraits : 16 2026-04-17 20:12:06 [INFO] [5008] [STATS] Evaluations inserees : 16 2026-04-17 20:12:07 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:12:07 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:12:07 [INFO] [5008] [STATS] referentiel_prix : 76 segments insérés 2026-04-17 20:12:07 [INFO] [5008] [STATS] ads.deal_columns : 2757 annonces mises à jour 2026-04-17 20:12:07 [INFO] [5008] [STATS] ANALYSE TERMINEE en 46.8s — 2757 annonces (run #626) — Modele: 5008 2026-04-17 20:12:08 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-17 20:12:08 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:12:08 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:12:08 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:12:08 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-17 20:12:08 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-17 20:12:08 [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 2026-04-17 20:12:09 [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 2026-04-17 20:12:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:12:11 [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 2026-04-17 20:12:15 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:12:15 [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 2026-04-17 20:12:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:12:17 [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 2026-04-17 20:12:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-17 20:12:19 [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 2026-04-17 20:12:21 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-17 20:12:21 [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 2026-04-17 20:12:23 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-17 20:12:23 [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 2026-04-17 20:12:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-17 20:12:25 [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 2026-04-17 20:12:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-17 20:12:28 [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 2026-04-17 20:12:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-17 20:12:35 [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 2026-04-17 20:12:37 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-17 20:12:37 [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 2026-04-17 20:12:39 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-17 20:12:39 [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 2026-04-17 20:12:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-17 20:12:41 [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 2026-04-17 20:12:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-17 20:12:43 [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 2026-04-17 20:12:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-17 20:12:45 [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 2026-04-17 20:12:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-17 20:12:48 [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 2026-04-17 20:12:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-17 20:12:50 [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 2026-04-17 20:12:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-17 20:12:53 [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 2026-04-17 20:12:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-17 20:12:55 [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 2026-04-17 20:12:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-17 20:12:57 [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 2026-04-17 20:12:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-17 20:12:59 [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 2026-04-17 20:13:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-17 20:13:01 [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 2026-04-17 20:13:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-17 20:13:04 [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 2026-04-17 20:13:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-17 20:13:07 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=24 2026-04-17 20:13:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-17 20:13:09 [INFO] [fiesta] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=25 2026-04-17 20:13:12 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-17 20:13:12 [INFO] [fiesta] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=26 2026-04-17 20:13:16 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-17 20:13:16 [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 2026-04-17 20:13:19 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-17 20:13:19 [INFO] [fiesta] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=28 2026-04-17 20:13:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-17 20:13:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=29 2026-04-17 20:13:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-17 20:13:24 [INFO] [fiesta] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=30 2026-04-17 20:13:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-17 20:13:28 [INFO] [fiesta] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=31 2026-04-17 20:13:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-17 20:13:31 [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 2026-04-17 20:13:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-17 20:13:33 [INFO] [fiesta] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=33 2026-04-17 20:13:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-17 20:13:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=34 2026-04-17 20:13:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-17 20:13:38 [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 2026-04-17 20:13:40 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-17 20:13:40 [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 2026-04-17 20:13:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-17 20:13:43 [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 2026-04-17 20:13:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-17 20:13:46 [INFO] [fiesta] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=38 2026-04-17 20:13:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-17 20:13:48 [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 2026-04-17 20:13:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-17 20:13:51 [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 2026-04-17 20:13:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-17 20:13:53 [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 2026-04-17 20:13:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-17 20:13:56 [INFO] [fiesta] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=42 2026-04-17 20:13:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-17 20:13:59 [INFO] [fiesta] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=43 2026-04-17 20:14:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-17 20:14:01 [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 2026-04-17 20:14:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1540) 2026-04-17 20:14:03 [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 2026-04-17 20:14:07 [INFO] [fiesta] [SEARCH] 27 annonces recuperees (total: 1567) 2026-04-17 20:14:07 [INFO] [fiesta] [SEARCH] Recuperation de la page 46 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=46 2026-04-17 20:14:13 [INFO] [fiesta] [SEARCH] Page 46 : aucune annonce, arret de la pagination. 2026-04-17 20:14:13 [INFO] [fiesta] [SEARCH] Termine : 1567 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260417_201209.csv 2026-04-17 20:14:14 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260417_201209.csv 2026-04-17 20:14:14 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260417_201209.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-17 20:14:14 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-17 20:14:14 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:14:14 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260417_201209.csv 2026-04-17 20:14:14 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:14:16 [INFO] [fiesta] [IMPORT] 1567 lus, 1567 inseres, 0 ignores, 0 erreurs 2026-04-17 20:14:16 [INFO] [fiesta] [IMPORT] TOTAL : 1567 lus, 1567 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:14:16 [INFO] [fiesta] [IMPORT] 13059 annonces en base 2026-04-17 20:14:16 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260417_201209.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:14:16 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260417_201209.csv, Brand: ford, Model: fiesta 2026-04-17 20:14:17 [INFO] [fiesta] [AVAILABILITY] 1530 list_id lus dans le CSV. 2026-04-17 20:14:17 [INFO] [fiesta] [AVAILABILITY] 1574 annonces actives en base pour ford fiesta. 2026-04-17 20:14:17 [INFO] [fiesta] [AVAILABILITY] 44 annonce(s) marquées indisponibles. 2026-04-17 20:14:17 [INFO] [fiesta] [AVAILABILITY] CSV: 1530, Actives DB: 1574, Absentes: 44 2026-04-17 20:14:17 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 44 2026-04-17 20:14:17 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-17 20:14:17 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-17 20:14:17 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:14:17 [INFO] [fiesta] [DETAIL] 20 annonce(s) à enrichir (modèle: fiesta) 2026-04-17 20:14:42 [INFO] [fiesta] [DETAIL] Progression : 10/20 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-17 20:15:01 [INFO] [fiesta] [DETAIL] Progression : 20/20 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-04-17 20:15:01 [INFO] [fiesta] [DETAIL] RESULTAT : 20 traitee(s), 20 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:15:01 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-17 20:15:01 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-17 20:15:04 [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. 2026-04-17 20:15:04 [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. 2026-04-17 20:15:05 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:15:05 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 20 2026-04-17 20:16:15 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:16:15 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 20 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:16:15 [INFO] [fiesta] [STATS] Resultats extraits : 20 2026-04-17 20:16:15 [INFO] [fiesta] [STATS] Evaluations inserees : 20 2026-04-17 20:16:16 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:16:16 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:16:16 [INFO] [fiesta] [STATS] referentiel_prix : 60 segments insérés 2026-04-17 20:16:17 [INFO] [fiesta] [STATS] ads.deal_columns : 3085 annonces mises à jour 2026-04-17 20:16:17 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 74.9s — 3085 annonces (run #627) — Modele: fiesta 2026-04-17 20:16:17 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-17 20:16:18 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:16:18 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:16:18 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:16:18 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-17 20:16:18 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-17 20:16:18 [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 2026-04-17 20:16:18 [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 2026-04-17 20:16:21 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-17 20:16:21 [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 2026-04-17 20:16:24 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-17 20:16:24 [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 2026-04-17 20:16:26 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-17 20:16:26 [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 2026-04-17 20:16:28 [INFO] [nv200] [SEARCH] 2 annonces recuperees (total: 107) 2026-04-17 20:16:28 [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 2026-04-17 20:16:31 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-17 20:16:31 [INFO] [nv200] [SEARCH] Termine : 107 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260417_201618.csv 2026-04-17 20:16:31 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260417_201618.csv 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260417_201618.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260417_201618.csv 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] 107 lus, 107 inseres, 0 ignores, 0 erreurs 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] TOTAL : 107 lus, 107 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:16:31 [INFO] [nv200] [IMPORT] 13061 annonces en base 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260417_201618.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260417_201618.csv, Brand: nissan, Model: nv200 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] 107 list_id lus dans le CSV. 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] 112 annonces actives en base pour nissan nv200. 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] 5 annonce(s) marquées indisponibles. 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] CSV: 107, Actives DB: 112, Absentes: 5 2026-04-17 20:16:31 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 5 2026-04-17 20:16:31 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-17 20:16:31 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-17 20:16:31 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-17 20:16:31 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-17 20:16:35 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-17 20:16:35 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-17 20:16:35 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-17 20:16:38 [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. 2026-04-17 20:16:38 [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. 2026-04-17 20:16:39 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:16:39 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-17 20:16:51 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-17 20:16:51 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-17 20:16:51 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-17 20:16:51 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-17 20:16:51 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-17 20:16:51 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-17 20:16:51 [INFO] [nv200] [STATS] referentiel_prix : 54 segments insérés 2026-04-17 20:16:51 [INFO] [nv200] [STATS] ads.deal_columns : 304 annonces mises à jour 2026-04-17 20:16:51 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 15.9s — 304 annonces (run #628) — Modele: nv200 2026-04-17 20:16:52 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-17 20:16:52 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-17 20:16:52 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-17 20:16:52 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-17 20:16:53 [INFO] [nv200] [LLM] .env restaure 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-17 20:16:53 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260417_200000/_summary.json