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Log : 20260405_140000
OK
Durée : 542s
8 OK
3785 annonces
clio_4
i20
berlingo
c4
scenic
5008
fiesta
nv200
2026-04-05 14:00:00 [INFO] [clio_4] [INIT] [1/8] CLIO_4 (brand=renault, pages=auto) 2026-04-05 14:00:00 [INFO] [clio_4] [INIT] URL: https://www.leboncoin.fr/recherche?category=2&text=clio%204&price=3000-9000®d... 2026-04-05 14:00:00 [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 14:00:00 [INFO] [clio_4] [SEARCH] Recuperation de la page 1 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=1 2026-04-05 14:00:03 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 35) 2026-04-05 14:00:03 [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 14:00:06 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 70) 2026-04-05 14:00:06 [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 14:00:11 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 105) 2026-04-05 14:00:11 [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 14:00:14 [INFO] [clio_4] [SEARCH] 35 annonces recuperees (total: 140) 2026-04-05 14:00:14 [INFO] [clio_4] [SEARCH] Recuperation de la page 5 avec l'URL: https://www.leboncoin.fr/recherche?category=2&text=clio+4&price=3000-9000®date=2016-max&u_car_brand=RENAULT&u_car_model=RENAULT_Clio&gearbox=1&seats=5%2C4&order=asc&page=5 2026-04-05 14:00:16 [INFO] [clio_4] [SEARCH] Page 5 : aucune annonce, arret de la pagination. 2026-04-05 14:00:16 [INFO] [clio_4] [SEARCH] Termine : 140 annonces au total dans /home/ubuntu/app/leboncoin_ads_clio_4_20260405_140000.csv 2026-04-05 14:00:16 [INFO] [clio_4] [SEARCH] CSV : leboncoin_ads_clio_4_20260405_140000.csv 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] $ /home/ubuntu/app/.venv/bin/python -m db.migrate_csv --input /home/ubuntu/app/leboncoin_ads_clio_4_20260405_140000.csv --db /home/ubuntu/app/db/lbc.sqlite --model clio_4 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] Model override : clio_4 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] MIGRATION CSV -> SQLite unifie 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] Fichier: leboncoin_ads_clio_4_20260405_140000.csv 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] 140 lus, 140 inseres, 0 ignores, 0 erreurs 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] TOTAL : 140 lus, 140 inseres — Base : /home/ubuntu/app/db/lbc.sqlite 2026-04-05 14:00:16 [INFO] [clio_4] [IMPORT] 10382 annonces en base 2026-04-05 14:00:16 [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_140000.csv --brand renault --model clio_4 --db /home/ubuntu/app/db/lbc.sqlite 2026-04-05 14:00:16 [INFO] [clio_4] [AVAILABILITY] CHECK DISPONIBILITE — CSV: leboncoin_ads_clio_4_20260405_140000.csv, Brand: renault, Model: clio_4 2026-04-05 14:00:16 [INFO] [clio_4] [AVAILABILITY] 140 list_id lus dans le CSV. 2026-04-05 14:00:16 [INFO] [clio_4] [AVAILABILITY] 1502 annonces actives en base pour renault clio_4. 2026-04-05 14:00:17 [INFO] [clio_4] [AVAILABILITY] 1362 annonce(s) marquées indisponibles. 2026-04-05 14:00:17 [INFO] [clio_4] [AVAILABILITY] CSV: 140, Actives DB: 1502, Absentes: 1362 2026-04-05 14:00:17 [INFO] [clio_4] [AVAILABILITY] Marquees indisponibles: 1362 2026-04-05 14:00:17 [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 14:00:17 [INFO] [clio_4] [DETAIL] ENRICHISSEMENT AD DETAIL — Modele: clio_4 — Limite: 200 2026-04-05 14:00:17 [INFO] [clio_4] [DETAIL] Schéma initialisé dans /home/ubuntu/app/db/lbc.sqlite 2026-04-05 14:00:17 [INFO] [clio_4] [DETAIL] 8 annonce(s) à enrichir (modèle: clio_4) 2026-04-05 14:00:32 [INFO] [clio_4] [DETAIL] RESULTAT : 8 traitee(s), 8 enrichies, 0 introuvables, 0 erreurs 2026-04-05 14:00:32 [INFO] [clio_4] [STATS] $ /home/ubuntu/app/.venv/bin/python -m stats.main --model clio_4 --skip-plots 2026-04-05 14:00:32 [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 14:00:36 [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 14:00:36 [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 14:00:37 [INFO] [clio_4] [STATS] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 14:00:37 [INFO] [clio_4] [STATS] Annonces sans evaluation LLM : 8 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK" 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] LLM OUTPUT batch 1/1: 8 resultats extraits (modele=gpt-5-nano) 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] Resultats extraits : 8 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] Evaluations inserees : 8 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] stats_descriptives : 5 lignes insérées 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] modele_regression : 2 lignes insérées 2026-04-05 14:00:53 [INFO] [clio_4] [STATS] referentiel_prix : 51 segments insérés 2026-04-05 14:00:54 [INFO] [clio_4] [STATS] ads.deal_columns : 3652 annonces mises à jour 2026-04-05 14:00:54 [INFO] [clio_4] [STATS] ANALYSE TERMINEE en 20.5s — 3652 annonces (run #334) — Modele: clio_4 2026-04-05 14:00:54 [INFO] [clio_4] [LLM] $ /home/ubuntu/app/.venv/bin/python -m stats.m05_llm_title_analysis --model clio_4 2026-04-05 14:00:55 [INFO] [clio_4] [LLM] M05 — Extraction LLM des titres (GPT-5 Nano) 2026-04-05 14:00:55 [INFO] [clio_4] [LLM] Annonces sans evaluation LLM : 0 2026-04-05 14:00:55 [INFO] [clio_4] [LLM] Toutes les annonces ont deja ete analysees.