Administration
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Log : 20260405_080000
OK
Durée : 779s
8 OK
5153 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-05 08:00:00 [INFO] [GLOBAL] [INIT] CRAWL ALL — 8 modele(s) 2026-04-05 08:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-05 08:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-05 08:00:00 [INFO] [clio_4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model clio_4 2026-04-05 08:00:01 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-05 08:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:00:03 [INFO] [clio_4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=2 2026-04-05 08:00:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:00:06 [INFO] [clio_4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=3 2026-04-05 08:00:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:00:08 [INFO] [clio_4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=4 2026-04-05 08:00:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:00:11 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-05 08:00:15 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:00:15 [INFO] [clio_4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=6 2026-04-05 08:00:18 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-05 08:00:18 [INFO] [clio_4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=7 2026-04-05 08:00:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-05 08:00:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=8 2026-04-05 08:00:23 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-05 08:00:23 [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 2026-04-05 08:00:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-05 08:00:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=10 2026-04-05 08:00:28 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-05 08:00:28 [INFO] [clio_4] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=11 2026-04-05 08:00:30 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-05 08:00:30 [INFO] [clio_4] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=12 2026-04-05 08:00:34 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-05 08:00:34 [INFO] [clio_4] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=13 2026-04-05 08:00:37 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-05 08:00:37 [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 2026-04-05 08:00:40 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-05 08:00:40 [INFO] [clio_4] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=15 2026-04-05 08:00:43 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-05 08:00:43 [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 2026-04-05 08:00:45 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-05 08:00:45 [INFO] [clio_4] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=17 2026-04-05 08:00:47 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-05 08:00:47 [INFO] [clio_4] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=18 2026-04-05 08:00:50 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-05 08:00:50 [INFO] [clio_4] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=19 2026-04-05 08:00:52 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-05 08:00:52 [INFO] [clio_4] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=20 2026-04-05 08:00:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-05 08:00:54 [INFO] [clio_4] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=21 2026-04-05 08:00:57 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-05 08:00:57 [INFO] [clio_4] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=22 2026-04-05 08:00:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-05 08:00:59 [INFO] [clio_4] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=23 2026-04-05 08:01:01 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-05 08:01:01 [INFO] [clio_4] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=24 2026-04-05 08:01:04 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-05 08:01:04 [INFO] [clio_4] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=25 2026-04-05 08:01:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-05 08:01:06 [INFO] [clio_4] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=26 2026-04-05 08:01:08 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-05 08:01:08 [INFO] [clio_4] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=27 2026-04-05 08:01:12 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-05 08:01:12 [INFO] [clio_4] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=28 2026-04-05 08:01:16 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-05 08:01:16 [INFO] [clio_4] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=29 2026-04-05 08:01:19 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-05 08:01:19 [INFO] [clio_4] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=30 2026-04-05 08:01:21 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-05 08:01:21 [INFO] [clio_4] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=31 2026-04-05 08:01:24 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-05 08:01:24 [INFO] [clio_4] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=32 2026-04-05 08:01:26 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-05 08:01:26 [INFO] [clio_4] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=33 2026-04-05 08:01:29 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-05 08:01:29 [INFO] [clio_4] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=34 2026-04-05 08:01:36 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-05 08:01:36 [INFO] [clio_4] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=35 2026-04-05 08:01:39 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-05 08:01:39 [INFO] [clio_4] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=36 2026-04-05 08:01:44 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-05 08:01:44 [INFO] [clio_4] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=37 2026-04-05 08:01:46 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-05 08:01:46 [INFO] [clio_4] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=38 2026-04-05 08:01:49 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-05 08:01:49 [INFO] [clio_4] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=39 2026-04-05 08:01:54 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-05 08:01:54 [INFO] [clio_4] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=40 2026-04-05 08:01:56 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-05 08:01:56 [INFO] [clio_4] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=41 2026-04-05 08:01:59 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-05 08:01:59 [INFO] [clio_4] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=42 2026-04-05 08:02:07 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-05 08:02:07 [INFO] [clio_4] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=43 2026-04-05 08:02:09 [INFO] [clio_4] [SEARCH] 34 annonces recuperees (total: 1504) 2026-04-05 08:02:09 [INFO] [clio_4] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=44 2026-04-05 08:02:12 [INFO] [clio_4] [SEARCH] Page 44 : aucune annonce, arret de la pagination. 2026-04-05 08:02:12 [INFO] [clio_4] [SEARCH] Termine : 1504 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260405_080001.csv 2026-04-05 08:02:12 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260405_080001.csv 2026-04-05 08:02:12 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260405_080001.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-05 08:02:12 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-05 08:02:12 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:02:12 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260405_080001.csv 2026-04-05 08:02:12 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:02:15 [INFO] [clio_4] [IMPORT] 1504 lus, 1504 inseres, 0 ignores, 0 erreurs 2026-04-05 08:02:15 [INFO] [clio_4] [IMPORT] TOTAL : 1504 lus, 1504 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:02:15 [INFO] [clio_4] [IMPORT] 10347 annonces en base 2026-04-05 08:02:15 [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_20260405_080001.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260405_080001.csv, Brand: renault, Model: clio_4 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] 1494 list_id lus dans le CSV. 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] 1517 annonces actives en base pour renault clio_4. 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] 23 annonce(s) marquées indisponibles. 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] CSV: 1494, Actives DB: 1517, Absentes: 23 2026-04-05 08:02:15 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 23 2026-04-05 08:02:15 [INFO] [clio_4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model clio_4 --delay 0.5 --limit 200 2026-04-05 08:02:15 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-05 08:02:15 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:02:15 [INFO] [clio_4] [DETAIL] 12 annonce(s) à enrichir (modèle: clio_4) 2026-04-05 08:02:34 [INFO] [clio_4] [DETAIL] Progression : 10/12 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-05 08:02:38 [INFO] [clio_4] [DETAIL] RESULTAT : 12 traitee(s), 12 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:02:38 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-05 08:02:38 [INFO] [clio_4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/clio_4/figures, Modele: clio_4, Graphiques: Non 2026-04-05 08:02:43 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:02:43 [INFO] [clio_4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:02:44 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:02:44 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 11 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 11 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] Resultats extraits : 11 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] Evaluations inserees : 11 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:03:10 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:03:11 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-05 08:03:11 [INFO] [clio_4] [STATS] ads.deal_columns : 3644 annonces mises à jour 2026-04-05 08:03:11 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 32.0s — 3644 annonces (run #326) — Modele: clio_4 2026-04-05 08:03:12 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-05 08:03:12 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:03:12 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:03:12 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:03:12 [INFO] [i20] [LLM] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-05 08:03:12 [INFO] [i20] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-05 08:03:12 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-04-05 08:03:13 [INFO] [i20] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=1 2026-04-05 08:03:15 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:03:15 [INFO] [i20] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=2 2026-04-05 08:03:18 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:03:18 [INFO] [i20] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=3 2026-04-05 08:03:20 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:03:20 [INFO] [i20] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=4 2026-04-05 08:03:23 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:03:23 [INFO] [i20] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=5 2026-04-05 08:03:27 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:03:27 [INFO] [i20] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=6 2026-04-05 08:03:31 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-05 08:03:31 [INFO] [i20] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=7 2026-04-05 08:03:33 [INFO] [i20] [SEARCH] 24 annonces recuperees (total: 234) 2026-04-05 08:03:33 [INFO] [i20] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=8 2026-04-05 08:03:35 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-05 08:03:35 [INFO] [i20] [SEARCH] Termine : 234 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260405_080313.csv 2026-04-05 08:03:35 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260405_080313.csv 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260405_080313.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] Model override : i20 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260405_080313.csv 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] 234 lus, 234 inseres, 0 ignores, 0 erreurs 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] TOTAL : 234 lus, 234 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:03:35 [INFO] [i20] [IMPORT] 10349 annonces en base 2026-04-05 08:03:35 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260405_080313.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:03:35 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260405_080313.csv, Brand: hyundai, Model: i20 2026-04-05 08:03:35 [INFO] [i20] [AVAILABILITY] 233 list_id lus dans le CSV. 2026-04-05 08:03:35 [INFO] [i20] [AVAILABILITY] 236 annonces actives en base pour hyundai i20. 2026-04-05 08:03:36 [INFO] [i20] [AVAILABILITY] 3 annonce(s) marquées indisponibles. 2026-04-05 08:03:36 [INFO] [i20] [AVAILABILITY] CSV: 233, Actives DB: 236, Absentes: 3 2026-04-05 08:03:36 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 3 2026-04-05 08:03:36 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-05 08:03:36 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-05 08:03:36 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:03:36 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-05 08:03:39 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:03:39 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-05 08:03:39 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-05 08:03:42 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:03:42 [INFO] [i20] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:03:43 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:03:43 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-05 08:03:59 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:03:59 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:03:59 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-05 08:03:59 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-05 08:04:00 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:04:00 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:04:00 [INFO] [i20] [STATS] referentiel_prix : 44 segments insérés 2026-04-05 08:04:00 [INFO] [i20] [STATS] ads.deal_columns : 436 annonces mises à jour 2026-04-05 08:04:00 [INFO] [i20] [STATS] ANALYSE TERMINEE en 20.1s — 436 annonces (run #327) — Modele: i20 2026-04-05 08:04:00 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-05 08:04:01 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:04:01 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:04:01 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:04:01 [INFO] [berlingo] [LLM] [3/8] BERLINGO (brand=citroen, pages=auto) 2026-04-05 08:04:01 [INFO] [berlingo] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=C... 2026-04-05 08:04:01 [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 2026-04-05 08:04:01 [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 2026-04-05 08:04:03 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:04:03 [INFO] [berlingo] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=2 2026-04-05 08:04:07 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:04:07 [INFO] [berlingo] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=3 2026-04-05 08:04:10 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:04:10 [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 2026-04-05 08:04:12 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:04:12 [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 2026-04-05 08:04:14 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:04:14 [INFO] [berlingo] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=6 2026-04-05 08:04:20 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-05 08:04:20 [INFO] [berlingo] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=7 2026-04-05 08:04:22 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-05 08:04:22 [INFO] [berlingo] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=8 2026-04-05 08:04:25 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-05 08:04:25 [INFO] [berlingo] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=9 2026-04-05 08:04:28 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-05 08:04:28 [INFO] [berlingo] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=10 2026-04-05 08:04:32 [INFO] [berlingo] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-05 08:04:32 [INFO] [berlingo] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=11 2026-04-05 08:04:35 [INFO] [berlingo] [SEARCH] 13 annonces recuperees (total: 363) 2026-04-05 08:04:35 [INFO] [berlingo] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=berlingo+xl&u_utility_brand=CITROEN&u_utility_model=CITROEN_Berlingo&page=12 2026-04-05 08:04:41 [INFO] [berlingo] [SEARCH] Page 12 : aucune annonce, arret de la pagination. 2026-04-05 08:04:41 [INFO] [berlingo] [SEARCH] Termine : 363 annonces au total dans /home/ubuntu/app/leboncoin_ads_berlingo_20260405_080401.csv 2026-04-05 08:04:41 [INFO] [berlingo] [SEARCH] CSV : leboncoin_ads_berlingo_20260405_080401.csv 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_berlingo_20260405_080401.csv --db /home/ubuntu/app/db/lbc.sqlite --model berlingo 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] Model override : berlingo 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] Fichier: leboncoin_ads_berlingo_20260405_080401.csv 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] 363 lus, 363 inseres, 0 ignores, 0 erreurs 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] TOTAL : 363 lus, 363 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:04:41 [INFO] [berlingo] [IMPORT] 10350 annonces en base 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_berlingo_20260405_080401.csv --brand citroen --model berlingo --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_berlingo_20260405_080401.csv, Brand: citroen, Model: berlingo 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] 363 list_id lus dans le CSV. 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] 364 annonces actives en base pour citroen berlingo. 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] CSV: 363, Actives DB: 364, Absentes: 1 2026-04-05 08:04:41 [INFO] [berlingo] [AVAILABILITY] Marquees indisponibles: 1 2026-04-05 08:04:41 [INFO] [berlingo] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model berlingo --delay 0.5 --limit 200 2026-04-05 08:04:42 [INFO] [berlingo] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: berlingo — Limite: 200 2026-04-05 08:04:42 [INFO] [berlingo] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:04:42 [INFO] [berlingo] [DETAIL] 1 annonce(s) à enrichir (modèle: berlingo) 2026-04-05 08:04:43 [INFO] [berlingo] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:04:43 [INFO] [berlingo] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model berlingo --skip-plots 2026-04-05 08:04:43 [INFO] [berlingo] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/berlingo/figures, Modele: berlingo, Graphiques: Non 2026-04-05 08:04:47 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:04:47 [INFO] [berlingo] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:04:47 [INFO] [berlingo] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:04:47 [INFO] [berlingo] [STATS] Annonces sans evaluation LLM : 1 2026-04-05 08:04:55 [INFO] [berlingo] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:04:55 [INFO] [berlingo] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:04:55 [INFO] [berlingo] [STATS] Resultats extraits : 1 2026-04-05 08:04:55 [INFO] [berlingo] [STATS] Evaluations inserees : 1 2026-04-05 08:04:56 [INFO] [berlingo] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:04:56 [INFO] [berlingo] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:04:56 [INFO] [berlingo] [STATS] referentiel_prix : 60 segments insérés 2026-04-05 08:04:56 [INFO] [berlingo] [STATS] ads.deal_columns : 640 annonces mises à jour 2026-04-05 08:04:56 [INFO] [berlingo] [STATS] ANALYSE TERMINEE en 12.1s — 640 annonces (run #328) — Modele: berlingo 2026-04-05 08:04:56 [INFO] [berlingo] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model berlingo 2026-04-05 08:04:57 [INFO] [berlingo] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:04:57 [INFO] [berlingo] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:04:57 [INFO] [berlingo] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:04:57 [INFO] [c4] [LLM] [4/8] C4 (brand=citroen, pages=auto) 2026-04-05 08:04:57 [INFO] [c4] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=20... 2026-04-05 08:04:57 [INFO] [c4] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model c4 2026-04-05 08:04:57 [INFO] [c4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=1 2026-04-05 08:05:00 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:05:00 [INFO] [c4] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=2 2026-04-05 08:05:02 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:05:02 [INFO] [c4] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=3 2026-04-05 08:05:05 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:05:05 [INFO] [c4] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=4 2026-04-05 08:05:08 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:05:08 [INFO] [c4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=5 2026-04-05 08:05:10 [INFO] [c4] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:05:10 [INFO] [c4] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=6 2026-04-05 08:05:13 [INFO] [c4] [SEARCH] 30 annonces recuperees (total: 205) 2026-04-05 08:05:13 [INFO] [c4] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=c4&price=min-11000®date=2013-max&mileage=min-150000&u_car_brand=CITROEN&seats=999999&u_car_model=CITROEN_C4%2CCITROEN_C4+Aircross%2CCITROEN_C4+Cactus%2CCITROEN_C4+Picasso%2CCITROEN_C4+SpaceTourer%2CCITROEN_C4+X&page=7 2026-04-05 08:05:14 [INFO] [c4] [SEARCH] Page 7 : aucune annonce, arret de la pagination. 2026-04-05 08:05:14 [INFO] [c4] [SEARCH] Termine : 205 annonces au total dans /home/ubuntu/app/leboncoin_ads_c4_20260405_080457.csv 2026-04-05 08:05:14 [INFO] [c4] [SEARCH] CSV : leboncoin_ads_c4_20260405_080457.csv 2026-04-05 08:05:14 [INFO] [c4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_c4_20260405_080457.csv --db /home/ubuntu/app/db/lbc.sqlite --model c4 2026-04-05 08:05:14 [INFO] [c4] [IMPORT] Model override : c4 2026-04-05 08:05:14 [INFO] [c4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:05:14 [INFO] [c4] [IMPORT] Fichier: leboncoin_ads_c4_20260405_080457.csv 2026-04-05 08:05:14 [INFO] [c4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:05:15 [INFO] [c4] [IMPORT] 205 lus, 205 inseres, 0 ignores, 0 erreurs 2026-04-05 08:05:15 [INFO] [c4] [IMPORT] TOTAL : 205 lus, 205 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:05:15 [INFO] [c4] [IMPORT] 10353 annonces en base 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_c4_20260405_080457.csv --brand citroen --model c4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_c4_20260405_080457.csv, Brand: citroen, Model: c4 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] 204 list_id lus dans le CSV. 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] 206 annonces actives en base pour citroen c4. 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] CSV: 204, Actives DB: 206, Absentes: 2 2026-04-05 08:05:15 [INFO] [c4] [AVAILABILITY] Marquees indisponibles: 2 2026-04-05 08:05:15 [INFO] [c4] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model c4 --delay 0.5 --limit 200 2026-04-05 08:05:15 [INFO] [c4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: c4 — Limite: 200 2026-04-05 08:05:15 [INFO] [c4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:05:15 [INFO] [c4] [DETAIL] 3 annonce(s) à enrichir (modèle: c4) 2026-04-05 08:05:20 [INFO] [c4] [DETAIL] RESULTAT : 3 traitee(s), 3 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:05:20 [INFO] [c4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model c4 --skip-plots 2026-04-05 08:05:20 [INFO] [c4] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/c4/figures, Modele: c4, Graphiques: Non 2026-04-05 08:05:23 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:05:23 [INFO] [c4] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:05:24 [INFO] [c4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:05:24 [INFO] [c4] [STATS] Annonces sans evaluation LLM : 3 2026-04-05 08:05:47 [INFO] [c4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:05:47 [INFO] [c4] [STATS] LLM OUTPUT batch 1/1: 3 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:05:47 [INFO] [c4] [STATS] Resultats extraits : 3 2026-04-05 08:05:47 [INFO] [c4] [STATS] Evaluations inserees : 3 2026-04-05 08:05:47 [INFO] [c4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:05:47 [INFO] [c4] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:05:47 [INFO] [c4] [STATS] referentiel_prix : 30 segments insérés 2026-04-05 08:05:47 [INFO] [c4] [STATS] ads.deal_columns : 392 annonces mises à jour 2026-04-05 08:05:47 [INFO] [c4] [STATS] ANALYSE TERMINEE en 26.5s — 392 annonces (run #329) — Modele: c4 2026-04-05 08:05:48 [INFO] [c4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model c4 2026-04-05 08:05:48 [INFO] [c4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:05:48 [INFO] [c4] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:05:48 [INFO] [c4] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:05:48 [INFO] [scenic] [LLM] [5/8] SCENIC (brand=renault, pages=auto) 2026-04-05 08:05:48 [INFO] [scenic] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®dat... 2026-04-05 08:05:48 [INFO] [scenic] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model scenic 2026-04-05 08:05:49 [INFO] [scenic] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=1 2026-04-05 08:05:56 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:05:56 [INFO] [scenic] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=2 2026-04-05 08:05:59 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:05:59 [INFO] [scenic] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=3 2026-04-05 08:06:01 [INFO] [scenic] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:06:01 [INFO] [scenic] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=4 2026-04-05 08:06:04 [INFO] [scenic] [SEARCH] 24 annonces recuperees (total: 129) 2026-04-05 08:06:04 [INFO] [scenic] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=scenic&price=min-11000®date=2013-max&mileage=min-150000&seats=999999&u_car_brand=RENAULT&page=5 2026-04-05 08:06:05 [INFO] [scenic] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-05 08:06:05 [INFO] [scenic] [SEARCH] Termine : 129 annonces au total dans /home/ubuntu/app/leboncoin_ads_scenic_20260405_080549.csv 2026-04-05 08:06:06 [INFO] [scenic] [SEARCH] CSV : leboncoin_ads_scenic_20260405_080549.csv 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_scenic_20260405_080549.csv --db /home/ubuntu/app/db/lbc.sqlite --model scenic 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] Model override : scenic 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] Fichier: leboncoin_ads_scenic_20260405_080549.csv 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] 129 lus, 129 inseres, 0 ignores, 0 erreurs 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] TOTAL : 129 lus, 129 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:06:06 [INFO] [scenic] [IMPORT] 10354 annonces en base 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_scenic_20260405_080549.csv --brand renault --model scenic --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_scenic_20260405_080549.csv, Brand: renault, Model: scenic 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] 129 list_id lus dans le CSV. 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] 131 annonces actives en base pour renault scenic. 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] 2 annonce(s) marquées indisponibles. 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] CSV: 129, Actives DB: 131, Absentes: 2 2026-04-05 08:06:06 [INFO] [scenic] [AVAILABILITY] Marquees indisponibles: 2 2026-04-05 08:06:06 [INFO] [scenic] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model scenic --delay 0.5 --limit 200 2026-04-05 08:06:06 [INFO] [scenic] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: scenic — Limite: 200 2026-04-05 08:06:06 [INFO] [scenic] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:06:06 [INFO] [scenic] [DETAIL] 1 annonce(s) à enrichir (modèle: scenic) 2026-04-05 08:06:07 [INFO] [scenic] [DETAIL] RESULTAT : 1 traitee(s), 1 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:06:07 [INFO] [scenic] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model scenic --skip-plots 2026-04-05 08:06:08 [INFO] [scenic] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/scenic/figures, Modele: scenic, Graphiques: Non 2026-04-05 08:06:11 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:06:11 [INFO] [scenic] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:06:11 [INFO] [scenic] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:06:11 [INFO] [scenic] [STATS] Annonces sans evaluation LLM : 1 2026-04-05 08:06:24 [INFO] [scenic] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:06:24 [INFO] [scenic] [STATS] LLM OUTPUT batch 1/1: 1 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:06:24 [INFO] [scenic] [STATS] Resultats extraits : 1 2026-04-05 08:06:24 [INFO] [scenic] [STATS] Evaluations inserees : 1 2026-04-05 08:06:24 [INFO] [scenic] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:06:24 [INFO] [scenic] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:06:24 [INFO] [scenic] [STATS] referentiel_prix : 25 segments insérés 2026-04-05 08:06:24 [INFO] [scenic] [STATS] ads.deal_columns : 263 annonces mises à jour 2026-04-05 08:06:24 [INFO] [scenic] [STATS] ANALYSE TERMINEE en 16.2s — 263 annonces (run #330) — Modele: scenic 2026-04-05 08:06:25 [INFO] [scenic] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model scenic 2026-04-05 08:06:25 [INFO] [scenic] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:06:25 [INFO] [scenic] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:06:25 [INFO] [scenic] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:06:25 [INFO] [5008] [LLM] [6/8] 5008 (brand=peugeot, pages=auto) 2026-04-05 08:06:25 [INFO] [5008] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_br... 2026-04-05 08:06:25 [INFO] [5008] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model 5008 2026-04-05 08:06:26 [INFO] [5008] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=1 2026-04-05 08:06:28 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:06:28 [INFO] [5008] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=2 2026-04-05 08:06:31 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:06:31 [INFO] [5008] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=3 2026-04-05 08:06:34 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:06:34 [INFO] [5008] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=4 2026-04-05 08:06:37 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:06:37 [INFO] [5008] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=5 2026-04-05 08:06:40 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:06:40 [INFO] [5008] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=6 2026-04-05 08:06:42 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-05 08:06:42 [INFO] [5008] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=7 2026-04-05 08:06:47 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-05 08:06:47 [INFO] [5008] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=8 2026-04-05 08:06:50 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-05 08:06:50 [INFO] [5008] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=9 2026-04-05 08:06:53 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-05 08:06:53 [INFO] [5008] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=10 2026-04-05 08:06:58 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-05 08:06:58 [INFO] [5008] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=11 2026-04-05 08:07:00 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-05 08:07:00 [INFO] [5008] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=12 2026-04-05 08:07:03 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-05 08:07:03 [INFO] [5008] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=13 2026-04-05 08:07:06 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-05 08:07:06 [INFO] [5008] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=14 2026-04-05 08:07:09 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-05 08:07:09 [INFO] [5008] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=15 2026-04-05 08:07:11 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-05 08:07:11 [INFO] [5008] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=16 2026-04-05 08:07:14 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-05 08:07:14 [INFO] [5008] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=17 2026-04-05 08:07:17 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-05 08:07:17 [INFO] [5008] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=18 2026-04-05 08:07:19 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-05 08:07:19 [INFO] [5008] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=19 2026-04-05 08:07:21 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-05 08:07:21 [INFO] [5008] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=20 2026-04-05 08:07:24 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-05 08:07:24 [INFO] [5008] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=21 2026-04-05 08:07:27 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-05 08:07:27 [INFO] [5008] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=22 2026-04-05 08:07:29 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-05 08:07:29 [INFO] [5008] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=23 2026-04-05 08:07:32 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-05 08:07:32 [INFO] [5008] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=24 2026-04-05 08:07:39 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-05 08:07:39 [INFO] [5008] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=25 2026-04-05 08:07:41 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-05 08:07:41 [INFO] [5008] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=26 2026-04-05 08:07:44 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-05 08:07:44 [INFO] [5008] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=27 2026-04-05 08:07:46 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-05 08:07:46 [INFO] [5008] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=28 2026-04-05 08:07:49 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-05 08:07:49 [INFO] [5008] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=29 2026-04-05 08:07:52 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-05 08:07:52 [INFO] [5008] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=30 2026-04-05 08:07:54 [INFO] [5008] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-05 08:07:54 [INFO] [5008] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=31 2026-04-05 08:07:57 [INFO] [5008] [SEARCH] 13 annonces recuperees (total: 1063) 2026-04-05 08:07:57 [INFO] [5008] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=5008&price=min-11000&u_car_brand=PEUGEOT&seats=999999&u_car_model=PEUGEOT_5008&page=32 2026-04-05 08:07:59 [INFO] [5008] [SEARCH] Page 32 : aucune annonce, arret de la pagination. 2026-04-05 08:07:59 [INFO] [5008] [SEARCH] Termine : 1063 annonces au total dans /home/ubuntu/app/leboncoin_ads_5008_20260405_080626.csv 2026-04-05 08:07:59 [INFO] [5008] [SEARCH] CSV : leboncoin_ads_5008_20260405_080626.csv 2026-04-05 08:07:59 [INFO] [5008] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_5008_20260405_080626.csv --db /home/ubuntu/app/db/lbc.sqlite --model 5008 2026-04-05 08:07:59 [INFO] [5008] [IMPORT] Model override : 5008 2026-04-05 08:07:59 [INFO] [5008] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:07:59 [INFO] [5008] [IMPORT] Fichier: leboncoin_ads_5008_20260405_080626.csv 2026-04-05 08:07:59 [INFO] [5008] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:08:00 [INFO] [5008] [IMPORT] 1063 lus, 1063 inseres, 0 ignores, 0 erreurs 2026-04-05 08:08:00 [INFO] [5008] [IMPORT] TOTAL : 1063 lus, 1063 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:08:00 [INFO] [5008] [IMPORT] 10364 annonces en base 2026-04-05 08:08:00 [INFO] [5008] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_5008_20260405_080626.csv --brand peugeot --model 5008 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:08:00 [INFO] [5008] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_5008_20260405_080626.csv, Brand: peugeot, Model: 5008 2026-04-05 08:08:01 [INFO] [5008] [AVAILABILITY] 1050 list_id lus dans le CSV. 2026-04-05 08:08:01 [INFO] [5008] [AVAILABILITY] 1073 annonces actives en base pour peugeot 5008. 2026-04-05 08:08:01 [INFO] [5008] [AVAILABILITY] 23 annonce(s) marquées indisponibles. 2026-04-05 08:08:01 [INFO] [5008] [AVAILABILITY] CSV: 1050, Actives DB: 1073, Absentes: 23 2026-04-05 08:08:01 [INFO] [5008] [AVAILABILITY] Marquees indisponibles: 23 2026-04-05 08:08:01 [INFO] [5008] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model 5008 --delay 0.5 --limit 200 2026-04-05 08:08:01 [INFO] [5008] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: 5008 — Limite: 200 2026-04-05 08:08:01 [INFO] [5008] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:08:01 [INFO] [5008] [DETAIL] 10 annonce(s) à enrichir (modèle: 5008) 2026-04-05 08:08:30 [INFO] [5008] [DETAIL] Progression : 10/10 (enrichies: 10, introuvables: 0, erreurs: 0) 2026-04-05 08:08:30 [INFO] [5008] [DETAIL] RESULTAT : 10 traitee(s), 10 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:08:30 [INFO] [5008] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model 5008 --skip-plots 2026-04-05 08:08:31 [INFO] [5008] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/5008/figures, Modele: 5008, Graphiques: Non 2026-04-05 08:08:34 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:08:34 [INFO] [5008] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:08:35 [INFO] [5008] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:08:35 [INFO] [5008] [STATS] Annonces sans evaluation LLM : 10 2026-04-05 08:08:57 [INFO] [5008] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:08:57 [INFO] [5008] [STATS] LLM OUTPUT batch 1/1: 10 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:08:57 [INFO] [5008] [STATS] Resultats extraits : 10 2026-04-05 08:08:57 [INFO] [5008] [STATS] Evaluations inserees : 10 2026-04-05 08:08:57 [INFO] [5008] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:08:57 [INFO] [5008] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:08:58 [INFO] [5008] [STATS] referentiel_prix : 74 segments insérés 2026-04-05 08:08:58 [INFO] [5008] [STATS] ads.deal_columns : 2185 annonces mises à jour 2026-04-05 08:08:58 [INFO] [5008] [STATS] ANALYSE TERMINEE en 26.6s — 2185 annonces (run #331) — Modele: 5008 2026-04-05 08:08:58 [INFO] [5008] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model 5008 2026-04-05 08:08:59 [INFO] [5008] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:08:59 [INFO] [5008] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:08:59 [INFO] [5008] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:08:59 [INFO] [fiesta] [LLM] [7/8] FIESTA (brand=ford, pages=auto) 2026-04-05 08:08:59 [INFO] [fiesta] [LLM] URL: https://www.leboncoin.fr/recherche?category=2&text=ford%20fiesta&price=3000-1000... 2026-04-05 08:08:59 [INFO] [fiesta] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model fiesta 2026-04-05 08:08:59 [INFO] [fiesta] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=1 2026-04-05 08:09:02 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:09:02 [INFO] [fiesta] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=2 2026-04-05 08:09:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:09:05 [INFO] [fiesta] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=3 2026-04-05 08:09:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:09:08 [INFO] [fiesta] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=4 2026-04-05 08:09:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 08:09:11 [INFO] [fiesta] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=5 2026-04-05 08:09:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-05 08:09:14 [INFO] [fiesta] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=6 2026-04-05 08:09:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-05 08:09:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 7 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=7 2026-04-05 08:09:24 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-05 08:09:24 [INFO] [fiesta] [SEARCH] Recuperation de la page 8 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=8 2026-04-05 08:09:30 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 280) 2026-04-05 08:09:30 [INFO] [fiesta] [SEARCH] Recuperation de la page 9 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=9 2026-04-05 08:09:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 315) 2026-04-05 08:09:38 [INFO] [fiesta] [SEARCH] Recuperation de la page 10 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=10 2026-04-05 08:09:42 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 350) 2026-04-05 08:09:42 [INFO] [fiesta] [SEARCH] Recuperation de la page 11 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=11 2026-04-05 08:09:45 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 385) 2026-04-05 08:09:45 [INFO] [fiesta] [SEARCH] Recuperation de la page 12 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=12 2026-04-05 08:09:48 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 420) 2026-04-05 08:09:48 [INFO] [fiesta] [SEARCH] Recuperation de la page 13 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=13 2026-04-05 08:09:50 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 455) 2026-04-05 08:09:50 [INFO] [fiesta] [SEARCH] Recuperation de la page 14 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=14 2026-04-05 08:09:53 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 490) 2026-04-05 08:09:53 [INFO] [fiesta] [SEARCH] Recuperation de la page 15 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=15 2026-04-05 08:09:56 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 525) 2026-04-05 08:09:56 [INFO] [fiesta] [SEARCH] Recuperation de la page 16 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=16 2026-04-05 08:09:58 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 560) 2026-04-05 08:09:58 [INFO] [fiesta] [SEARCH] Recuperation de la page 17 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=17 2026-04-05 08:10:00 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 595) 2026-04-05 08:10:00 [INFO] [fiesta] [SEARCH] Recuperation de la page 18 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=18 2026-04-05 08:10:05 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 630) 2026-04-05 08:10:05 [INFO] [fiesta] [SEARCH] Recuperation de la page 19 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=19 2026-04-05 08:10:08 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 665) 2026-04-05 08:10:08 [INFO] [fiesta] [SEARCH] Recuperation de la page 20 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=20 2026-04-05 08:10:10 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 700) 2026-04-05 08:10:10 [INFO] [fiesta] [SEARCH] Recuperation de la page 21 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=21 2026-04-05 08:10:13 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 735) 2026-04-05 08:10:13 [INFO] [fiesta] [SEARCH] Recuperation de la page 22 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=22 2026-04-05 08:10:18 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 770) 2026-04-05 08:10:18 [INFO] [fiesta] [SEARCH] Recuperation de la page 23 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=23 2026-04-05 08:10:20 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 805) 2026-04-05 08:10:20 [INFO] [fiesta] [SEARCH] Recuperation de la page 24 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=24 2026-04-05 08:10:22 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 840) 2026-04-05 08:10:22 [INFO] [fiesta] [SEARCH] Recuperation de la page 25 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=25 2026-04-05 08:10:26 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 875) 2026-04-05 08:10:26 [INFO] [fiesta] [SEARCH] Recuperation de la page 26 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=26 2026-04-05 08:10:28 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 910) 2026-04-05 08:10:28 [INFO] [fiesta] [SEARCH] Recuperation de la page 27 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=27 2026-04-05 08:10:31 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 945) 2026-04-05 08:10:31 [INFO] [fiesta] [SEARCH] Recuperation de la page 28 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=28 2026-04-05 08:10:33 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 980) 2026-04-05 08:10:33 [INFO] [fiesta] [SEARCH] Recuperation de la page 29 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=29 2026-04-05 08:10:35 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1015) 2026-04-05 08:10:35 [INFO] [fiesta] [SEARCH] Recuperation de la page 30 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=30 2026-04-05 08:10:38 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1050) 2026-04-05 08:10:38 [INFO] [fiesta] [SEARCH] Recuperation de la page 31 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=31 2026-04-05 08:10:43 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1085) 2026-04-05 08:10:43 [INFO] [fiesta] [SEARCH] Recuperation de la page 32 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=32 2026-04-05 08:10:46 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1120) 2026-04-05 08:10:46 [INFO] [fiesta] [SEARCH] Recuperation de la page 33 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=33 2026-04-05 08:10:49 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1155) 2026-04-05 08:10:49 [INFO] [fiesta] [SEARCH] Recuperation de la page 34 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=34 2026-04-05 08:10:51 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1190) 2026-04-05 08:10:51 [INFO] [fiesta] [SEARCH] Recuperation de la page 35 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=35 2026-04-05 08:10:55 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1225) 2026-04-05 08:10:55 [INFO] [fiesta] [SEARCH] Recuperation de la page 36 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=36 2026-04-05 08:10:57 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1260) 2026-04-05 08:10:57 [INFO] [fiesta] [SEARCH] Recuperation de la page 37 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=37 2026-04-05 08:11:01 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1295) 2026-04-05 08:11:01 [INFO] [fiesta] [SEARCH] Recuperation de la page 38 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=38 2026-04-05 08:11:03 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1330) 2026-04-05 08:11:03 [INFO] [fiesta] [SEARCH] Recuperation de la page 39 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=39 2026-04-05 08:11:06 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1365) 2026-04-05 08:11:06 [INFO] [fiesta] [SEARCH] Recuperation de la page 40 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=40 2026-04-05 08:11:09 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1400) 2026-04-05 08:11:09 [INFO] [fiesta] [SEARCH] Recuperation de la page 41 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=41 2026-04-05 08:11:11 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1435) 2026-04-05 08:11:11 [INFO] [fiesta] [SEARCH] Recuperation de la page 42 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=42 2026-04-05 08:11:14 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1470) 2026-04-05 08:11:14 [INFO] [fiesta] [SEARCH] Recuperation de la page 43 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=43 2026-04-05 08:11:17 [INFO] [fiesta] [SEARCH] 35 annonces recuperees (total: 1505) 2026-04-05 08:11:17 [INFO] [fiesta] [SEARCH] Recuperation de la page 44 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=44 2026-04-05 08:11:19 [INFO] [fiesta] [SEARCH] 22 annonces recuperees (total: 1527) 2026-04-05 08:11:19 [INFO] [fiesta] [SEARCH] Recuperation de la page 45 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=ford+fiesta&price=3000-10000®date=2014-max&u_car_brand=FORD&fuel=1%2C2&u_car_model=FORD_Fiesta&page=45 2026-04-05 08:11:21 [INFO] [fiesta] [SEARCH] Page 45 : aucune annonce, arret de la pagination. 2026-04-05 08:11:21 [INFO] [fiesta] [SEARCH] Termine : 1527 annonces au total dans /home/ubuntu/app/leboncoin_ads_fiesta_20260405_080859.csv 2026-04-05 08:11:21 [INFO] [fiesta] [SEARCH] CSV : leboncoin_ads_fiesta_20260405_080859.csv 2026-04-05 08:11:21 [INFO] [fiesta] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_fiesta_20260405_080859.csv --db /home/ubuntu/app/db/lbc.sqlite --model fiesta 2026-04-05 08:11:21 [INFO] [fiesta] [IMPORT] Model override : fiesta 2026-04-05 08:11:21 [INFO] [fiesta] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:11:21 [INFO] [fiesta] [IMPORT] Fichier: leboncoin_ads_fiesta_20260405_080859.csv 2026-04-05 08:11:21 [INFO] [fiesta] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:11:23 [INFO] [fiesta] [IMPORT] 1527 lus, 1527 inseres, 0 ignores, 0 erreurs 2026-04-05 08:11:23 [INFO] [fiesta] [IMPORT] TOTAL : 1527 lus, 1527 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:11:23 [INFO] [fiesta] [IMPORT] 10372 annonces en base 2026-04-05 08:11:23 [INFO] [fiesta] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_fiesta_20260405_080859.csv --brand ford --model fiesta --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:11:23 [INFO] [fiesta] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_fiesta_20260405_080859.csv, Brand: ford, Model: fiesta 2026-04-05 08:11:24 [INFO] [fiesta] [AVAILABILITY] 1510 list_id lus dans le CSV. 2026-04-05 08:11:24 [INFO] [fiesta] [AVAILABILITY] 1535 annonces actives en base pour ford fiesta. 2026-04-05 08:11:24 [INFO] [fiesta] [AVAILABILITY] 25 annonce(s) marquées indisponibles. 2026-04-05 08:11:24 [INFO] [fiesta] [AVAILABILITY] CSV: 1510, Actives DB: 1535, Absentes: 25 2026-04-05 08:11:24 [INFO] [fiesta] [AVAILABILITY] Marquees indisponibles: 25 2026-04-05 08:11:24 [INFO] [fiesta] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model fiesta --delay 0.5 --limit 200 2026-04-05 08:11:24 [INFO] [fiesta] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: fiesta — Limite: 200 2026-04-05 08:11:24 [INFO] [fiesta] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:11:24 [INFO] [fiesta] [DETAIL] 8 annonce(s) à enrichir (modèle: fiesta) 2026-04-05 08:11:41 [INFO] [fiesta] [DETAIL] RESULTAT : 8 traitee(s), 8 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:11:41 [INFO] [fiesta] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model fiesta --skip-plots 2026-04-05 08:11:42 [INFO] [fiesta] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/fiesta/figures, Modele: fiesta, Graphiques: Non 2026-04-05 08:11:45 [INFO] [fiesta] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:11:45 [INFO] [fiesta] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:11:46 [INFO] [fiesta] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:11:46 [INFO] [fiesta] [STATS] Annonces sans evaluation LLM : 8 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] LLM OUTPUT batch 1/1: 8 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] Resultats extraits : 8 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] Evaluations inserees : 8 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] referentiel_prix : 55 segments insérés 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] ads.deal_columns : 2421 annonces mises à jour 2026-04-05 08:12:14 [INFO] [fiesta] [STATS] ANALYSE TERMINEE en 32.3s — 2421 annonces (run #332) — Modele: fiesta 2026-04-05 08:12:15 [INFO] [fiesta] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model fiesta 2026-04-05 08:12:15 [INFO] [fiesta] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:12:15 [INFO] [fiesta] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:12:15 [INFO] [fiesta] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:12:15 [INFO] [nv200] [LLM] [8/8] NV200 (brand=nissan, pages=auto) 2026-04-05 08:12:15 [INFO] [nv200] [LLM] URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&... 2026-04-05 08:12:15 [INFO] [nv200] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model nv200 2026-04-05 08:12:16 [INFO] [nv200] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=1 2026-04-05 08:12:18 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 08:12:18 [INFO] [nv200] [SEARCH] Recuperation de la page 2 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=2 2026-04-05 08:12:20 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 08:12:20 [INFO] [nv200] [SEARCH] Recuperation de la page 3 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=3 2026-04-05 08:12:22 [INFO] [nv200] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 08:12:22 [INFO] [nv200] [SEARCH] Recuperation de la page 4 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=4 2026-04-05 08:12:24 [INFO] [nv200] [SEARCH] 4 annonces recuperees (total: 109) 2026-04-05 08:12:24 [INFO] [nv200] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=5&text=nv200&u_utility_brand=NISSAN&u_utility_model=NISSAN_NV200&fuel=2&page=5 2026-04-05 08:12:26 [INFO] [nv200] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-05 08:12:26 [INFO] [nv200] [SEARCH] Termine : 109 annonces au total dans /home/ubuntu/app/leboncoin_ads_nv200_20260405_081216.csv 2026-04-05 08:12:26 [INFO] [nv200] [SEARCH] CSV : leboncoin_ads_nv200_20260405_081216.csv 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_nv200_20260405_081216.csv --db /home/ubuntu/app/db/lbc.sqlite --model nv200 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] Model override : nv200 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] Fichier: leboncoin_ads_nv200_20260405_081216.csv 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] 109 lus, 109 inseres, 0 ignores, 0 erreurs 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] TOTAL : 109 lus, 109 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:12:26 [INFO] [nv200] [IMPORT] 10374 annonces en base 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_nv200_20260405_081216.csv --brand nissan --model nv200 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_nv200_20260405_081216.csv, Brand: nissan, Model: nv200 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] 109 list_id lus dans le CSV. 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] 110 annonces actives en base pour nissan nv200. 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] 1 annonce(s) marquées indisponibles. 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] CSV: 109, Actives DB: 110, Absentes: 1 2026-04-05 08:12:26 [INFO] [nv200] [AVAILABILITY] Marquees indisponibles: 1 2026-04-05 08:12:26 [INFO] [nv200] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model nv200 --delay 0.5 --limit 200 2026-04-05 08:12:26 [INFO] [nv200] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: nv200 — Limite: 200 2026-04-05 08:12:26 [INFO] [nv200] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 08:12:26 [INFO] [nv200] [DETAIL] 2 annonce(s) à enrichir (modèle: nv200) 2026-04-05 08:12:35 [INFO] [nv200] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-05 08:12:35 [INFO] [nv200] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model nv200 --skip-plots 2026-04-05 08:12:35 [INFO] [nv200] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/nv200/figures, Modele: nv200, Graphiques: Non 2026-04-05 08:12:38 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:12:38 [INFO] [nv200] [STATS] Using categorical units to plot a list of strings that are all parsable as floats or dates. If these strings should be plotted as numbers, cast to the appropriate data type before plotting. 2026-04-05 08:12:39 [INFO] [nv200] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:12:39 [INFO] [nv200] [STATS] Annonces sans evaluation LLM : 2 2026-04-05 08:12:58 [INFO] [nv200] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 08:12:58 [INFO] [nv200] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-5-nano) 2026-04-05 08:12:58 [INFO] [nv200] [STATS] Resultats extraits : 2 2026-04-05 08:12:58 [INFO] [nv200] [STATS] Evaluations inserees : 2 2026-04-05 08:12:58 [INFO] [nv200] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 08:12:58 [INFO] [nv200] [STATS] modele_regression : 2 lignes insérées 2026-04-05 08:12:58 [INFO] [nv200] [STATS] referentiel_prix : 49 segments insérés 2026-04-05 08:12:58 [INFO] [nv200] [STATS] ads.deal_columns : 240 annonces mises à jour 2026-04-05 08:12:58 [INFO] [nv200] [STATS] ANALYSE TERMINEE en 22.4s — 240 annonces (run #333) — Modele: nv200 2026-04-05 08:12:58 [INFO] [nv200] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model nv200 2026-04-05 08:12:59 [INFO] [nv200] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 08:12:59 [INFO] [nv200] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 08:12:59 [INFO] [nv200] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-05 08:12:59 [INFO] [nv200] [LLM] .env restaure 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] clio_4 -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] i20 -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] berlingo -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] c4 -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] scenic -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] 5008 -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] fiesta -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] nv200 -> OK 2026-04-05 08:12:59 [INFO] [GLOBAL] [SUMMARY] Summary ecrit dans /home/ubuntu/app/logs/crawl/20260405_080000/_summary.json