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Log : 20260429_140000
OK
Durée : 927s
8 OK
5510 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-29 14:04:40 [INFO] [i20] [LLM DESC] [2/8] I20 (brand=hyundai, pages=auto) 2026-04-29 14:04:40 [INFO] [i20] [LLM DESC] URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2... 2026-04-29 14:04:40 [INFO] [i20] [SEARCH] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/crawler/leboncoin_search_export.py --output-file /home/ubuntu/app/leboncoin_ads.csv --model i20 2026-04-29 14:04:40 [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 2026-04-29 14:04:43 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-29 14:04:43 [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 2026-04-29 14:04:45 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-29 14:04:45 [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 2026-04-29 14:04:47 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-29 14:04:47 [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 2026-04-29 14:04:49 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-29 14:04:49 [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 2026-04-29 14:04:52 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 175) 2026-04-29 14:04:52 [INFO] [i20] [SEARCH] Recuperation de la page 6 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=i20&price=3000-9000®date=2013-max&gearbox=1&seats=5%2C4&u_car_brand=HYUNDAI&u_car_model=HYUNDAI_i20&order=asc&page=6 2026-04-29 14:04:55 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 210) 2026-04-29 14:04:55 [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 2026-04-29 14:04:58 [INFO] [i20] [SEARCH] 35 annonces recuperees (total: 245) 2026-04-29 14:04:58 [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 2026-04-29 14:05:01 [INFO] [i20] [SEARCH] Page 8 : aucune annonce, arret de la pagination. 2026-04-29 14:05:01 [INFO] [i20] [SEARCH] Termine : 245 annonces au total dans /home/ubuntu/app/leboncoin_ads_i20_20260429_140440.csv 2026-04-29 14:05:01 [INFO] [i20] [SEARCH] CSV : leboncoin_ads_i20_20260429_140440.csv 2026-04-29 14:05:01 [INFO] [i20] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_i20_20260429_140440.csv --db /home/ubuntu/app/db/lbc.sqlite --model i20 2026-04-29 14:05:01 [INFO] [i20] [IMPORT] Model override : i20 2026-04-29 14:05:01 [INFO] [i20] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-29 14:05:01 [INFO] [i20] [IMPORT] Fichier: leboncoin_ads_i20_20260429_140440.csv 2026-04-29 14:05:01 [INFO] [i20] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:02 [INFO] [i20] [IMPORT] 245 lus, 245 inseres, 0 ignores, 0 erreurs 2026-04-29 14:05:02 [INFO] [i20] [IMPORT] TOTAL : 245 lus, 245 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:02 [INFO] [i20] [IMPORT] 15587 annonces en base 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] $ /home/ubuntu/app/.venv/bin/python /home/ubuntu/app/scripts/check_availability.py --csv /home/ubuntu/app/leboncoin_ads_i20_20260429_140440.csv --brand hyundai --model i20 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_i20_20260429_140440.csv, Brand: hyundai, Model: i20 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] 243 list_id lus dans le CSV. 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] 248 annonces actives en base pour hyundai i20. 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] 5 annonce(s) marquées indisponibles. 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] CSV: 243, Actives DB: 248, Absentes: 5 2026-04-29 14:05:02 [INFO] [i20] [AVAILABILITY] Marquees indisponibles: 5 2026-04-29 14:05:02 [INFO] [i20] [DETAIL] $ /home/ubuntu/app/.venv/bin/python -m crawler.leboncoin_ad_detail --model i20 --delay 0.5 --limit 200 2026-04-29 14:05:02 [INFO] [i20] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: i20 — Limite: 200 2026-04-29 14:05:02 [INFO] [i20] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:02 [INFO] [i20] [DETAIL] 2 annonce(s) à enrichir (modèle: i20) 2026-04-29 14:05:05 [INFO] [i20] [DETAIL] RESULTAT : 2 traitee(s), 2 enrichies, 0 introuvables, 0 erreurs 2026-04-29 14:05:05 [INFO] [i20] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model i20 --skip-plots 2026-04-29 14:05:05 [INFO] [i20] [STATS] ANALYSEUR LEBONCOIN — Base: /home/ubuntu/app/db/lbc.sqlite, Figures: /home/ubuntu/app/stats/i20/figures, Modele: i20, Graphiques: Non 2026-04-29 14:05:09 [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. 2026-04-29 14:05:09 [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. 2026-04-29 14:05:10 [INFO] [i20] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-29 14:05:10 [INFO] [i20] [STATS] Annonces sans evaluation LLM : 2 2026-04-29 14:05:13 [INFO] [i20] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-29 14:05:13 [INFO] [i20] [STATS] LLM OUTPUT batch 1/1: 2 resultats extraits (modele=gpt-4.1-mini) 2026-04-29 14:05:13 [INFO] [i20] [STATS] Resultats extraits : 2 2026-04-29 14:05:13 [INFO] [i20] [STATS] Evaluations inserees : 2 2026-04-29 14:05:14 [INFO] [i20] [STATS] stats_descriptives : 5 lignes insérées 2026-04-29 14:05:14 [INFO] [i20] [STATS] modele_regression : 2 lignes insérées 2026-04-29 14:05:14 [INFO] [i20] [STATS] referentiel_prix : 46 segments insérés 2026-04-29 14:05:14 [INFO] [i20] [STATS] ads.deal_columns : 675 annonces mises à jour 2026-04-29 14:05:14 [INFO] [i20] [STATS] M06 — Extraction LLM des descriptions (GPT-5 Nano) 2026-04-29 14:05:14 [INFO] [i20] [STATS] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:14 [INFO] [i20] [STATS] Champs actifs : 8 2026-04-29 14:05:14 [INFO] [i20] [STATS] Annonces Excellente/Bonne affaire sans analyse description : 0 2026-04-29 14:05:14 [INFO] [i20] [STATS] Toutes les annonces éligibles ont déjà été analysées. 2026-04-29 14:05:14 [INFO] [i20] [STATS] ANALYSE TERMINEE en 8.2s — 675 annonces (run #917) — Modele: i20 2026-04-29 14:05:15 [INFO] [i20] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model i20 2026-04-29 14:05:15 [INFO] [i20] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-29 14:05:15 [INFO] [i20] [LLM] Annonces sans evaluation LLM : 0 2026-04-29 14:05:15 [INFO] [i20] [LLM] Toutes les annonces ont deja ete analysees. 2026-04-29 14:05:15 [INFO] [i20] [LLM DESC] $ /home/ubuntu/app/.venv/bin/python -m stats.m06_llm_description_analysis --model i20 2026-04-29 14:05:16 [INFO] [i20] [LLM DESC] M06 — Extraction LLM des descriptions (GPT-5 Nano) 2026-04-29 14:05:16 [INFO] [i20] [LLM DESC] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-29 14:05:16 [INFO] [i20] [LLM DESC] Champs actifs : 8 2026-04-29 14:05:16 [INFO] [i20] [LLM DESC] Annonces Excellente/Bonne affaire sans analyse description : 0 2026-04-29 14:05:16 [INFO] [i20] [LLM DESC] Toutes les annonces éligibles ont déjà été analysées.