Administration
← Retour
Log : 20260331_200000
OK
Durée : 1735s
8 OK
5129 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-03-31 20:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-03-31 20:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-03-31 20:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-03-31 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 2026-03-31 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 2026-03-31 20:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:00:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-03-31 20:00:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:00:08 [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 2026-03-31 20:00:10 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:00:10 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-03-31 20:00:13 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:00:13 [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 2026-03-31 20:00:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:00:16 [INFO] [clio_4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=6 2026-03-31 20:00:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:00:19 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-03-31 20:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-03-31 20:00:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=8 2026-03-31 20:00:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-03-31 20:00:23 [INFO] [clio_4] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=9 2026-03-31 20:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-03-31 20:00:28 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-03-31 20:00:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-03-31 20:00:31 [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 2026-03-31 20:00:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-03-31 20:00:33 [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 2026-03-31 20:00:35 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-03-31 20:00:35 [INFO] [clio_4] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=13 2026-03-31 20:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-03-31 20:00:37 [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 2026-03-31 20:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-03-31 20:00:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-03-31 20:00:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-03-31 20:00:43 [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 2026-03-31 20:00:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-03-31 20:00:46 [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 2026-03-31 20:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-03-31 20:00:50 [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 2026-03-31 20:00:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-03-31 20:00:52 [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 2026-03-31 20:00:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-03-31 20:00:55 [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 2026-03-31 20:00:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-03-31 20:00:58 [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 2026-03-31 20:01:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-03-31 20:01:01 [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 2026-03-31 20:01:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-03-31 20:01:03 [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 2026-03-31 20:01:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-03-31 20:01:06 [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 2026-03-31 20:01:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-03-31 20:01:08 [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 2026-03-31 20:01:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-03-31 20:01:11 [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 2026-03-31 20:01:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-03-31 20:01:28 [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 2026-03-31 20:01:31 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-03-31 20:01:31 [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 2026-03-31 20:01:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-03-31 20:01:33 [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 2026-03-31 20:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-03-31 20:01:36 [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 2026-03-31 20:01:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-03-31 20:01:43 [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 2026-03-31 20:01:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-03-31 20:01:52 [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 2026-03-31 20:01:55 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-03-31 20:01:55 [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 2026-03-31 20:01:58 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-03-31 20:01:58 [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 2026-03-31 20:02:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-03-31 20:02:07 [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 2026-03-31 20:02:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-03-31 20:02:12 [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 2026-03-31 20:02:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-03-31 20:02:15 [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 2026-03-31 20:02:17 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-03-31 20:02:17 [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 2026-03-31 20:02:20 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-03-31 20:02:20 [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 2026-03-31 20:02:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-03-31 20:02:23 [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 2026-03-31 20:02:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-03-31 20:02:30 [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 2026-03-31 20:02:33 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-03-31 20:02:33 [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 2026-03-31 20:02:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-03-31 20:02:37 [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 2026-03-31 20:02:40 [INFO] [clio_4] [SEARCH] 24 annonces recuperees (total: 1494) 2026-03-31 20:02:40 [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 2026-03-31 20:02:42 [INFO] [clio_4] [SEARCH] Page 44 : aucune annonce, arret de la pagination. 2026-03-31 20:02:42 [INFO] [clio_4] [SEARCH] Termine : 1494 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260331_200000.csv 2026-03-31 20:02:42 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260331_200000.csv 2026-03-31 20:02:42 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260331_200000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-03-31 20:02:42 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-03-31 20:02:42 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:02:42 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260331_200000.csv 2026-03-31 20:02:42 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:02:44 [INFO] [clio_4] [IMPORT] 1494 lus, 1494 inseres, 0 ignores, 0 erreurs 2026-03-31 20:02:44 [INFO] [clio_4] [IMPORT] TOTAL : 1494 lus, 1494 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:02:44 [INFO] [clio_4] [IMPORT] 9400 annonces en base 2026-03-31 20:02:44 [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_20260331_200000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260331_200000.csv, Brand: renault, Model: clio_4 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] 1477 list_id lus dans le CSV. 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] 1518 annonces actives en base pour renault clio_4. 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] 41 annonce(s) marquées indisponibles. 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] CSV: 1477, Actives DB: 1518, Absentes: 41 2026-03-31 20:02:44 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 41 2026-03-31 20:02:44 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-03-31 20:02:44 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-03-31 20:02:44 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:02:44 [INFO] [clio_4] [DETAIL] 37 annonce(s) à enrichir (modèle: clio_4) 2026-03-31 20:03:09 [INFO] [clio_4] [DETAIL] Progression : 10/37 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-03-31 20:03:39 [INFO] [clio_4] [DETAIL] Progression : 20/37 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-03-31 20:04:04 [INFO] [clio_4] [DETAIL] Progression : 30/37 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-03-31 20:04:42 [WARNING] [clio_4] [DETAIL] Erreur réseau pour 3171641805 : HTTPSConnectionPool(host='piloterr.com', port=443): Read timed out. (read timeout=30) 2026-03-31 20:04:42 [WARNING] [clio_4] [DETAIL] Impossible de récupérer le détail pour 3171641805 (None renvoyé), annonce marquée comme not_found 2026-03-31 20:04:47 [INFO] [clio_4] [DETAIL] RESULTAT : 37 traitee(s), 36 enrichies, 1 introuvables, 0 erreurs 2026-03-31 20:04:47 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-03-31 20:04:47 [INFO] [clio_4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/clio_4/figures, Modele: clio_4, Graphiques: Non 2026-03-31 20:04:51 [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. 2026-03-31 20:04:51 [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. 2026-03-31 20:04:51 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:04:51 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 37 2026-03-31 20:06:04 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:06:04 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] LLM OUTPUT batch 2/2: 7 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] Resultats extraits : 37 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] Evaluations inserees : 37 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:06:50 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-03-31 20:06:51 [INFO] [clio_4] [STATS] ads.deal_columns : 3322 annonces mises à jour 2026-03-31 20:06:51 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 123.1s — 3322 annonces (run #231) — Modele: clio_4 2026-03-31 20:06:51 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-03-31 20:06:52 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:06:52 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:06:52 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:06:52 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-03-31 20:06:52 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-03-31 20:06:52 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-03-31 20:06:52 [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 2026-03-31 20:07:00 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:07:00 [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 2026-03-31 20:07:02 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:07:02 [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 2026-03-31 20:07:07 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:07:07 [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 2026-03-31 20:07:09 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:07:09 [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 2026-03-31 20:07:12 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:07:12 [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 2026-03-31 20:07:16 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:07:16 [INFO] [i20] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=7 2026-03-31 20:07:19 [INFO] [i20] [SEARCH] 22 annonces recuperees (total: 232) 2026-03-31 20:07:19 [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 2026-03-31 20:07:21 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-03-31 20:07:21 [INFO] [i20] [SEARCH] Termine : 232 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260331_200652.csv 2026-03-31 20:07:21 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260331_200652.csv 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260331_200652.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] Model override : i20 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260331_200652.csv 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] 232 lus, 232 inseres, 0 ignores, 0 erreurs 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] TOTAL : 232 lus, 232 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:07:21 [INFO] [i20] [IMPORT] 9404 annonces en base 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260331_200652.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260331_200652.csv, Brand: hyundai, Model: i20 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] 232 list_id lus dans le CSV. 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] 233 annonces actives en base pour hyundai i20. 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] CSV: 232, Actives DB: 233, Absentes: 1 2026-03-31 20:07:21 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 1 2026-03-31 20:07:21 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-03-31 20:07:21 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-03-31 20:07:21 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:07:21 [INFO] [i20] [DETAIL] 4 annonce(s) à enrichir (modèle: i20) 2026-03-31 20:07:29 [INFO] [i20] [DETAIL] RESULTAT : 4 traitee(s), 4 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:07:29 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-03-31 20:07:29 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-03-31 20:07:32 [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. 2026-03-31 20:07:32 [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. 2026-03-31 20:07:33 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:07:33 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 4 2026-03-31 20:07:59 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:07:59 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 4 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:07:59 [INFO] [i20] [STATS] Resultats extraits : 4 2026-03-31 20:07:59 [INFO] [i20] [STATS] Evaluations inserees : 4 2026-03-31 20:07:59 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:07:59 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:08:00 [INFO] [i20] [STATS] referentiel_prix : 43 segments insérés 2026-03-31 20:08:00 [INFO] [i20] [STATS] ads.deal_columns : 387 annonces mises à jour 2026-03-31 20:08:00 [INFO] [i20] [STATS] ANALYSE TERMINEE en 30.2s — 387 annonces (run #232) — Modele: i20 2026-03-31 20:08:00 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-03-31 20:08:01 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:08:01 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:08:01 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:08:01 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-03-31 20:08:01 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-03-31 20:08:01 [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 2026-03-31 20:08:01 [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 2026-03-31 20:08:04 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:08:04 [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 2026-03-31 20:08:06 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:08:06 [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 2026-03-31 20:08:10 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:08:10 [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 2026-03-31 20:08:12 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:08:12 [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 2026-03-31 20:08:15 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:08:15 [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 2026-03-31 20:08:19 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:08:19 [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 2026-03-31 20:08:21 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-03-31 20:08:21 [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 2026-03-31 20:08:24 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-03-31 20:08:24 [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 2026-03-31 20:08:26 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-03-31 20:08:26 [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 2026-03-31 20:08:29 [INFO] [berlingo] [SEARCH] 32 annonces recuperees (total: 347) 2026-03-31 20:08:29 [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 2026-03-31 20:08:32 [INFO] [berlingo] [SEARCH] Page 11 : aucune annonce, arret de la pagination. 2026-03-31 20:08:32 [INFO] [berlingo] [SEARCH] Termine : 347 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260331_200801.csv 2026-03-31 20:08:32 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260331_200801.csv 2026-03-31 20:08:32 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260331_200801.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-03-31 20:08:32 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-03-31 20:08:32 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:08:32 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260331_200801.csv 2026-03-31 20:08:32 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:08:33 [INFO] [berlingo] [IMPORT] 347 lus, 347 inseres, 0 ignores, 0 erreurs 2026-03-31 20:08:33 [INFO] [berlingo] [IMPORT] TOTAL : 347 lus, 347 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:08:33 [INFO] [berlingo] [IMPORT] 9407 annonces en base 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260331_200801.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260331_200801.csv, Brand: citroen, Model: berlingo 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] 345 list_id lus dans le CSV. 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] 349 annonces actives en base pour citroen berlingo. 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] 4 annonce(s) marquées indisponibles. 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] CSV: 345, Actives DB: 349, Absentes: 4 2026-03-31 20:08:33 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 4 2026-03-31 20:08:33 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-03-31 20:08:33 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-03-31 20:08:33 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:08:33 [INFO] [berlingo] [DETAIL] 3 annonce(s) à enrichir (modèle: berlingo) 2026-03-31 20:08:38 [INFO] [berlingo] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:08:38 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-03-31 20:08:38 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-03-31 20:08:41 [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. 2026-03-31 20:08:41 [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. 2026-03-31 20:08:42 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:08:42 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 3 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] Resultats extraits : 3 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] Evaluations inserees : 3 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:09:27 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:09:28 [INFO] [berlingo] [STATS] referentiel_prix : 59 segments insérés 2026-03-31 20:09:28 [INFO] [berlingo] [STATS] ads.deal_columns : 589 annonces mises à jour 2026-03-31 20:09:28 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 49.1s — 589 annonces (run #233) — Modele: berlingo 2026-03-31 20:09:28 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-03-31 20:09:29 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:09:29 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:09:29 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:09:29 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-03-31 20:09:29 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-03-31 20:09:29 [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 2026-03-31 20:09:29 [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 2026-03-31 20:09:32 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:09:32 [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 2026-03-31 20:09:35 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:09:35 [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 2026-03-31 20:09:37 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:09:37 [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 2026-03-31 20:09:40 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:09:40 [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 2026-03-31 20:09:44 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:09:44 [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 2026-03-31 20:09:47 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:09:47 [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 2026-03-31 20:09:48 [INFO] [c4] [SEARCH] 1 annonces recuperees (total: 211) 2026-03-31 20:09:48 [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 2026-03-31 20:10:16 [INFO] [c4] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-03-31 20:10:16 [INFO] [c4] [SEARCH] Termine : 211 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260331_200929.csv 2026-03-31 20:10:17 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260331_200929.csv 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260331_200929.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] Model override : c4 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260331_200929.csv 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] 211 lus, 211 inseres, 0 ignores, 0 erreurs 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] TOTAL : 211 lus, 211 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:17 [INFO] [c4] [IMPORT] 9408 annonces en base 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260331_200929.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260331_200929.csv, Brand: citroen, Model: c4 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] 211 list_id lus dans le CSV. 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] 213 annonces actives en base pour citroen c4. 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] CSV: 211, Actives DB: 213, Absentes: 2 2026-03-31 20:10:17 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 2 2026-03-31 20:10:17 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-03-31 20:10:17 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-03-31 20:10:17 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:17 [INFO] [c4] [DETAIL] 1 annonce(s) à enrichir (modèle: c4) 2026-03-31 20:10:19 [INFO] [c4] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:10:19 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-03-31 20:10:19 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-03-31 20:10:22 [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. 2026-03-31 20:10:22 [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. 2026-03-31 20:10:22 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:10:22 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 1 2026-03-31 20:10:34 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:10:34 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:10:34 [INFO] [c4] [STATS] Resultats extraits : 1 2026-03-31 20:10:34 [INFO] [c4] [STATS] Evaluations inserees : 1 2026-03-31 20:10:35 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:10:35 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:10:35 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-03-31 20:10:35 [INFO] [c4] [STATS] ads.deal_columns : 363 annonces mises à jour 2026-03-31 20:10:35 [INFO] [c4] [STATS] ANALYSE TERMINEE en 15.8s — 363 annonces (run #234) — Modele: c4 2026-03-31 20:10:35 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-03-31 20:10:36 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:10:36 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:10:36 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:10:36 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-03-31 20:10:36 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-03-31 20:10:36 [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 2026-03-31 20:10:36 [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 2026-03-31 20:10:40 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:10:40 [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 2026-03-31 20:10:42 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:10:42 [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 2026-03-31 20:10:44 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:10:44 [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 2026-03-31 20:10:46 [INFO] [scenic] [SEARCH] 28 annonces recuperees (total: 133) 2026-03-31 20:10:46 [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 2026-03-31 20:10:48 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-03-31 20:10:48 [INFO] [scenic] [SEARCH] Termine : 133 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260331_201036.csv 2026-03-31 20:10:48 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260331_201036.csv 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260331_201036.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] Model override : scenic 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260331_201036.csv 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] 133 lus, 133 inseres, 0 ignores, 0 erreurs 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] TOTAL : 133 lus, 133 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:48 [INFO] [scenic] [IMPORT] 9410 annonces en base 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260331_201036.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260331_201036.csv, Brand: renault, Model: scenic 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] 132 list_id lus dans le CSV. 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] 134 annonces actives en base pour renault scenic. 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] CSV: 132, Actives DB: 134, Absentes: 2 2026-03-31 20:10:48 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 2 2026-03-31 20:10:48 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-03-31 20:10:48 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-03-31 20:10:48 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:10:48 [INFO] [scenic] [DETAIL] 2 annonce(s) à enrichir (modèle: scenic) 2026-03-31 20:10:52 [INFO] [scenic] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:10:53 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-03-31 20:10:53 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-03-31 20:10:56 [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. 2026-03-31 20:10:56 [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. 2026-03-31 20:10:56 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:10:56 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 2 2026-03-31 20:11:19 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:11:19 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:11:19 [INFO] [scenic] [STATS] Resultats extraits : 2 2026-03-31 20:11:19 [INFO] [scenic] [STATS] Evaluations inserees : 2 2026-03-31 20:11:20 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:11:20 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:11:20 [INFO] [scenic] [STATS] referentiel_prix : 24 segments insérés 2026-03-31 20:11:20 [INFO] [scenic] [STATS] ads.deal_columns : 245 annonces mises à jour 2026-03-31 20:11:20 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 26.9s — 245 annonces (run #235) — Modele: scenic 2026-03-31 20:11:20 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-03-31 20:11:21 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:11:21 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:11:21 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:11:21 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-03-31 20:11:21 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-03-31 20:11:21 [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 2026-03-31 20:11:21 [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 2026-03-31 20:11:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:11:32 [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 2026-03-31 20:11:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:11:35 [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 2026-03-31 20:11:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:11:37 [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 2026-03-31 20:11:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:11:41 [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 2026-03-31 20:11:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:11:44 [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 2026-03-31 20:11:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:11:46 [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 2026-03-31 20:11:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-03-31 20:11:49 [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 2026-03-31 20:11:51 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-03-31 20:11:51 [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 2026-03-31 20:11:59 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-03-31 20:11:59 [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 2026-03-31 20:12:02 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-03-31 20:12:02 [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 2026-03-31 20:12:04 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-03-31 20:12:04 [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 2026-03-31 20:12:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-03-31 20:12:06 [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 2026-03-31 20:12:12 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-03-31 20:12:12 [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 2026-03-31 20:12:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-03-31 20:12:14 [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 2026-03-31 20:12:16 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-03-31 20:12:16 [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 2026-03-31 20:12:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-03-31 20:12:19 [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 2026-03-31 20:12:23 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-03-31 20:12:23 [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 2026-03-31 20:12:25 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-03-31 20:12:25 [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 2026-03-31 20:12:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-03-31 20:12:28 [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 2026-03-31 20:12:30 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-03-31 20:12:30 [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 2026-03-31 20:12:33 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-03-31 20:12:33 [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 2026-03-31 20:12:35 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-03-31 20:12:35 [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 2026-03-31 20:12:38 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-03-31 20:12:38 [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 2026-03-31 20:12:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-03-31 20:12:41 [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 2026-03-31 20:12:43 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-03-31 20:12:43 [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 2026-03-31 20:12:45 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-03-31 20:12:45 [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 2026-03-31 20:12:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-03-31 20:12:50 [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 2026-03-31 20:12:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-03-31 20:12:58 [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 2026-03-31 20:13:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-03-31 20:13:03 [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 2026-03-31 20:13:05 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-03-31 20:13:05 [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 2026-03-31 20:13:07 [INFO] [5008] [SEARCH] 22 annonces recuperees (total: 1072) 2026-03-31 20:13:07 [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 2026-03-31 20:13:09 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-03-31 20:13:09 [INFO] [5008] [SEARCH] Termine : 1072 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260331_201121.csv 2026-03-31 20:13:09 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260331_201121.csv 2026-03-31 20:13:09 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260331_201121.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-03-31 20:13:09 [INFO] [5008] [IMPORT] Model override : 5008 2026-03-31 20:13:09 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:13:09 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260331_201121.csv 2026-03-31 20:13:09 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:13:11 [INFO] [5008] [IMPORT] 1072 lus, 1072 inseres, 0 ignores, 0 erreurs 2026-03-31 20:13:11 [INFO] [5008] [IMPORT] TOTAL : 1072 lus, 1072 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:13:11 [INFO] [5008] [IMPORT] 9429 annonces en base 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260331_201121.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260331_201121.csv, Brand: peugeot, Model: 5008 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] 1057 list_id lus dans le CSV. 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] 1085 annonces actives en base pour peugeot 5008. 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] 28 annonce(s) marquées indisponibles. 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] CSV: 1057, Actives DB: 1085, Absentes: 28 2026-03-31 20:13:11 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 28 2026-03-31 20:13:11 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-03-31 20:13:11 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-03-31 20:13:11 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:13:11 [INFO] [5008] [DETAIL] 19 annonce(s) à enrichir (modèle: 5008) 2026-03-31 20:13:36 [INFO] [5008] [DETAIL] Progression : 10/19 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-03-31 20:13:56 [INFO] [5008] [DETAIL] RESULTAT : 19 traitee(s), 19 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:13:56 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-03-31 20:13:56 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-03-31 20:13:59 [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. 2026-03-31 20:13:59 [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. 2026-03-31 20:14:00 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:14:00 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 19 2026-03-31 20:15:22 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:15:22 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 19 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:15:22 [INFO] [5008] [STATS] Resultats extraits : 19 2026-03-31 20:15:22 [INFO] [5008] [STATS] Evaluations inserees : 19 2026-03-31 20:15:22 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:15:22 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:15:22 [INFO] [5008] [STATS] referentiel_prix : 70 segments insérés 2026-03-31 20:15:22 [INFO] [5008] [STATS] ads.deal_columns : 2006 annonces mises à jour 2026-03-31 20:15:22 [INFO] [5008] [STATS] ANALYSE TERMINEE en 86.0s — 2006 annonces (run #236) — Modele: 5008 2026-03-31 20:15:23 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-03-31 20:15:23 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:15:23 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:15:23 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:15:23 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-03-31 20:15:23 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-03-31 20:15:23 [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 2026-03-31 20:15:24 [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 2026-03-31 20:15:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:15:27 [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 2026-03-31 20:15:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:15:29 [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 2026-03-31 20:15:32 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-03-31 20:15:32 [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 2026-03-31 20:15:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-03-31 20:15:49 [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 2026-03-31 20:15:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-03-31 20:15:51 [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 2026-03-31 20:15:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-03-31 20:15:55 [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 2026-03-31 20:15:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-03-31 20:15:57 [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 2026-03-31 20:16:02 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-03-31 20:16:02 [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 2026-03-31 20:16:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-03-31 20:16:08 [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 2026-03-31 20:16:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-03-31 20:16:11 [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 2026-03-31 20:16:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-03-31 20:16:14 [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 2026-03-31 20:16:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-03-31 20:16:17 [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 2026-03-31 20:16:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-03-31 20:16:20 [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 2026-03-31 20:16:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-03-31 20:16:22 [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 2026-03-31 20:16:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-03-31 20:16:24 [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 2026-03-31 20:16:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-03-31 20:16:27 [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 2026-03-31 20:16:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-03-31 20:16:30 [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 2026-03-31 20:16:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-03-31 20:16:35 [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 2026-03-31 20:16:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-03-31 20:16:42 [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 2026-03-31 20:16:44 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-03-31 20:16:44 [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 2026-03-31 20:16:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-03-31 20:16:49 [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 2026-03-31 20:16:52 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-03-31 20:16:52 [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 2026-03-31 20:16:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-03-31 20:16:56 [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 2026-03-31 20:16:59 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-03-31 20:16:59 [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 2026-03-31 20:17:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-03-31 20:17:01 [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 2026-03-31 20:17:04 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-03-31 20:17:04 [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 2026-03-31 20:17:07 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-03-31 20:17:07 [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 2026-03-31 20:17:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-03-31 20:17:11 [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 2026-03-31 20:17:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-03-31 20:17:14 [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 2026-03-31 20:17:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-03-31 20:17:17 [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 2026-03-31 20:17:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-03-31 20:17:20 [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 2026-03-31 20:17:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-03-31 20:17:22 [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 2026-03-31 20:17:25 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-03-31 20:17:25 [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 2026-03-31 20:17:27 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-03-31 20:17:27 [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 2026-03-31 20:17:29 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-03-31 20:17:29 [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 2026-03-31 20:17:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-03-31 20:17:31 [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 2026-03-31 20:17:34 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-03-31 20:17:34 [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 2026-03-31 20:17:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-03-31 20:17:38 [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 2026-03-31 20:17:41 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-03-31 20:17:41 [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 2026-03-31 20:17:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-03-31 20:17:43 [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 2026-03-31 20:17:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-03-31 20:17:45 [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 2026-03-31 20:17:47 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-03-31 20:17:47 [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 2026-03-31 20:17:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-03-31 20:17:51 [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 2026-03-31 20:17:53 [INFO] [fiesta] [SEARCH] 17 annonces recuperees (total: 1522) 2026-03-31 20:17:53 [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 2026-03-31 20:17:55 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-03-31 20:17:55 [INFO] [fiesta] [SEARCH] Termine : 1522 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260331_201524.csv 2026-03-31 20:17:55 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260331_201524.csv 2026-03-31 20:17:55 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260331_201524.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-03-31 20:17:55 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-03-31 20:17:55 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:17:55 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260331_201524.csv 2026-03-31 20:17:55 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:17:57 [INFO] [fiesta] [IMPORT] 1522 lus, 1522 inseres, 0 ignores, 0 erreurs 2026-03-31 20:17:57 [INFO] [fiesta] [IMPORT] TOTAL : 1522 lus, 1522 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:17:57 [INFO] [fiesta] [IMPORT] 9462 annonces en base 2026-03-31 20:17:57 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260331_201524.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:17:57 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260331_201524.csv, Brand: ford, Model: fiesta 2026-03-31 20:17:58 [INFO] [fiesta] [AVAILABILITY] 1505 list_id lus dans le CSV. 2026-03-31 20:17:58 [INFO] [fiesta] [AVAILABILITY] 1546 annonces actives en base pour ford fiesta. 2026-03-31 20:17:58 [INFO] [fiesta] [AVAILABILITY] 41 annonce(s) marquées indisponibles. 2026-03-31 20:17:58 [INFO] [fiesta] [AVAILABILITY] CSV: 1505, Actives DB: 1546, Absentes: 41 2026-03-31 20:17:58 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 41 2026-03-31 20:17:58 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-03-31 20:17:58 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-03-31 20:17:58 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:17:58 [INFO] [fiesta] [DETAIL] 200 annonce(s) à enrichir (modèle: fiesta) 2026-03-31 20:18:28 [INFO] [fiesta] [DETAIL] Progression : 10/200 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-03-31 20:19:06 [INFO] [fiesta] [DETAIL] Progression : 20/200 (enrichies: 20, introuvables: 0, erreurs: 0) 2026-03-31 20:19:31 [INFO] [fiesta] [DETAIL] Progression : 30/200 (enrichies: 30, introuvables: 0, erreurs: 0) 2026-03-31 20:19:58 [INFO] [fiesta] [DETAIL] Progression : 40/200 (enrichies: 40, introuvables: 0, erreurs: 0) 2026-03-31 20:20:19 [INFO] [fiesta] [DETAIL] Progression : 50/200 (enrichies: 50, introuvables: 0, erreurs: 0) 2026-03-31 20:20:39 [INFO] [fiesta] [DETAIL] Progression : 60/200 (enrichies: 60, introuvables: 0, erreurs: 0) 2026-03-31 20:20:58 [INFO] [fiesta] [DETAIL] Progression : 70/200 (enrichies: 70, introuvables: 0, erreurs: 0) 2026-03-31 20:21:19 [INFO] [fiesta] [DETAIL] Progression : 80/200 (enrichies: 80, introuvables: 0, erreurs: 0) 2026-03-31 20:21:40 [INFO] [fiesta] [DETAIL] Progression : 90/200 (enrichies: 90, introuvables: 0, erreurs: 0) 2026-03-31 20:21:59 [INFO] [fiesta] [DETAIL] Progression : 100/200 (enrichies: 100, introuvables: 0, erreurs: 0) 2026-03-31 20:22:22 [INFO] [fiesta] [DETAIL] Progression : 110/200 (enrichies: 110, introuvables: 0, erreurs: 0) 2026-03-31 20:22:59 [INFO] [fiesta] [DETAIL] Progression : 120/200 (enrichies: 120, introuvables: 0, erreurs: 0) 2026-03-31 20:23:24 [INFO] [fiesta] [DETAIL] Progression : 130/200 (enrichies: 130, introuvables: 0, erreurs: 0) 2026-03-31 20:23:47 [INFO] [fiesta] [DETAIL] Progression : 140/200 (enrichies: 140, introuvables: 0, erreurs: 0) 2026-03-31 20:24:08 [INFO] [fiesta] [DETAIL] Progression : 150/200 (enrichies: 150, introuvables: 0, erreurs: 0) 2026-03-31 20:24:27 [INFO] [fiesta] [DETAIL] Progression : 160/200 (enrichies: 160, introuvables: 0, erreurs: 0) 2026-03-31 20:24:50 [INFO] [fiesta] [DETAIL] Progression : 170/200 (enrichies: 170, introuvables: 0, erreurs: 0) 2026-03-31 20:25:10 [INFO] [fiesta] [DETAIL] Progression : 180/200 (enrichies: 180, introuvables: 0, erreurs: 0) 2026-03-31 20:25:44 [INFO] [fiesta] [DETAIL] Progression : 190/200 (enrichies: 190, introuvables: 0, erreurs: 0) 2026-03-31 20:26:04 [INFO] [fiesta] [DETAIL] Progression : 200/200 (enrichies: 200, introuvables: 0, erreurs: 0) 2026-03-31 20:26:04 [INFO] [fiesta] [DETAIL] RESULTAT : 200 traitee(s), 200 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:26:04 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-03-31 20:26:05 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-03-31 20:26:08 [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. 2026-03-31 20:26:08 [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. 2026-03-31 20:26:09 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:26:09 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 33 2026-03-31 20:28:10 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:28:10 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/2: 30 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:28:34 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-03-31 20:28:34 [INFO] [fiesta] [STATS] LLM OUTPUT batch 2/2: 3 resultats extraits (modele=gpt-5-nano) 2026-03-31 20:28:34 [INFO] [fiesta] [STATS] Resultats extraits : 33 2026-03-31 20:28:34 [INFO] [fiesta] [STATS] Evaluations inserees : 33 2026-03-31 20:28:35 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:28:35 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:28:35 [INFO] [fiesta] [STATS] referentiel_prix : 55 segments insérés 2026-03-31 20:28:35 [INFO] [fiesta] [STATS] ads.deal_columns : 2192 annonces mises à jour 2026-03-31 20:28:35 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 150.1s — 2192 annonces (run #237) — Modele: fiesta 2026-03-31 20:28:36 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-03-31 20:28:36 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:28:36 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:28:36 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:28:36 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-03-31 20:28:36 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-03-31 20:28:36 [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 2026-03-31 20:28:37 [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 2026-03-31 20:28:40 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-03-31 20:28:40 [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 2026-03-31 20:28:43 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-03-31 20:28:43 [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 2026-03-31 20:28:46 [INFO] [nv200] [SEARCH] 29 annonces recuperees (total: 99) 2026-03-31 20:28:46 [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 2026-03-31 20:28:48 [INFO] [nv200] [SEARCH] Page 4 : aucune annonce, arret de la pagination. 2026-03-31 20:28:48 [INFO] [nv200] [SEARCH] Termine : 99 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260331_202837.csv 2026-03-31 20:28:48 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260331_202837.csv 2026-03-31 20:28:48 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260331_202837.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] Model override : nv200 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260331_202837.csv 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] 99 lus, 99 inseres, 0 ignores, 0 erreurs 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] TOTAL : 99 lus, 99 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:28:49 [INFO] [nv200] [IMPORT] 9462 annonces en base 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260331_202837.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260331_202837.csv, Brand: nissan, Model: nv200 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] 99 list_id lus dans le CSV. 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] 101 annonces actives en base pour nissan nv200. 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] CSV: 99, Actives DB: 101, Absentes: 2 2026-03-31 20:28:49 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 2 2026-03-31 20:28:49 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-03-31 20:28:49 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-03-31 20:28:49 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-03-31 20:28:49 [INFO] [nv200] [DETAIL] 0 annonce(s) à enrichir (modèle: nv200) 2026-03-31 20:28:49 [INFO] [nv200] [DETAIL] RESULTAT : 0 traitee(s), 0 enrichies, 0 introuvables, 0 erreurs 2026-03-31 20:28:49 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-03-31 20:28:49 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-03-31 20:28:52 [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. 2026-03-31 20:28:52 [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. 2026-03-31 20:28:53 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:28:53 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 0 2026-03-31 20:28:53 [INFO] [nv200] [STATS] Toutes les annonces ont deja ete analysees. 2026-03-31 20:28:53 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-03-31 20:28:53 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-03-31 20:28:53 [INFO] [nv200] [STATS] referentiel_prix : 49 segments insérés 2026-03-31 20:28:53 [INFO] [nv200] [STATS] ads.deal_columns : 217 annonces mises à jour 2026-03-31 20:28:53 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 4.0s — 217 annonces (run #238) — Modele: nv200 2026-03-31 20:28:54 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-03-31 20:28:54 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-03-31 20:28:54 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-03-31 20:28:54 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-03-31 20:28:54 [INFO] [nv200] [LLM] .env restaure 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-03-31 20:28:54 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260331_200000/_summary.json