Administration

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&regdate=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&regdate=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&regdate=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&regdate=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&regdate=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&regdate=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&regdate=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&regdate=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.