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-n 1,120p ~/apps/lou-ka/run.py","description":"Read run.py commands"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":485,"cache_read_input_tokens":36901,"cache_creation":{"ephemeral_5m_input_tokens":485,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d10ab87c-f1f1-4f33-9e8b-11c813b3bbe3"}}23{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SwQsbptQeNXSXnv5xdFCPJ","type":"tool_result","content":"#!/usr/bin/env python3\n# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# run.py : point d'entrée — `sync`, `watch`, `serve`\n# -----------------------------------------------------------------------------\n\"\"\"Utilisation :\n python run.py sync [source ...] # synchronise les annonces\n python run.py watch [minutes] # synchronise en boucle (défaut 60 min)\n python run.py sync-ct [source ...] # synchronise la section court terme\n python run.py watch-ct [minutes] # boucle court terme (défaut 360 min)\n python run.py serve [port] # démarre l'API + le frontend (défaut 8080)\n python run.py record <source ...> # enregistre les fixtures de test d'une source\n python run.py geocode [n] # géocode les annonces sans coordonnées (max n requêtes)\n python run.py poi [n] # commodités de proximité par immeuble (max n requêtes)\n python run.py env [n] # environnement OSM par tuile (socle des KA Scores)\n python run.py kascores [all] # calcule les KA Scores du parc (all = tout recalculer)\n python run.py buildings # passeport des immeubles (building_key + stats)\n python run.py managers [budget_s] # gestionnaires : fiche Google Maps + avis (SerpApi)\n\"\"\"\nfrom __future__ import annotations\n\nimport os\nimport sys\nfrom pathlib import Path\n\n# Charger .env (FIRECRAWL_API_KEY, etc.) sans dépendance externe\n_env = Path(__file__).parent / \".env\"\nif _env.exists():\n for line in _env.read_text().splitlines():\n line = line.strip()\n if line and not line.startswith(\"#\") and \"=\" in line:\n k, _, v = line.partition(\"=\")\n os.environ.setdefault(k.strip(), v.strip())\n\n\ndef main() -> None:\n cmd = sys.argv[1] if len(sys.argv) > 1 else \"serve\"\n if cmd == \"sync\":\n from louka import ingest\n ingest.run(sys.argv[2:] or None)\n elif cmd == \"watch\":\n from louka import ingest\n minutes = int(sys.argv[2]) if len(sys.argv) > 2 else 60\n ingest.watch(minutes * 60)\n elif cmd == \"sync-ct\":\n from louka.shortterm import ingest as ct_ingest\n ct_ingest.run(sys.argv[2:] or None)\n elif cmd == \"watch-ct\":\n from louka.shortterm import ingest as ct_ingest\n minutes = int(sys.argv[2]) if len(sys.argv) > 2 else 360\n ct_ingest.watch(minutes * 60)\n elif cmd == \"geocode1\":\n from louka import geocode\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n geocode.run(limit)\n elif cmd == \"geocode\":\n # lot Adresses Québec (rapide) ; « geocode1 » = ancien mode 1-par-1\n from louka import geocode\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n geocode.run_batch(limit)\n elif cmd == \"quality\":\n # (re)calcule le score de complétude + publication/quarantaine\n from louka import quality\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n quality.backfill(limit)\n elif cmd == \"imgaudit\":\n # contrôle qualité des images (liens morts, minuscules, placeholders,\n # doublons) — incrémental : python run.py imgaudit [n_annonces] [source]\n from louka import imgcheck\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else 1500\n src = sys.argv[3] if len(sys.argv) > 3 else None\n imgcheck.run(limit, source=src)\n elif cmd == \"fairvalue\":\n # (re)calcule la juste valeur locative de toutes les annonces publiées\n from louka import fairvalue\n fairvalue.compute_all()\n elif cmd == \"poi\":\n from louka import poi\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n poi.run(limit)\n elif cmd == \"quartier\":\n from louka import quartier\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n quartier.enrich(limit)\n elif cmd == \"env\":\n # données d'environnement OSM par tuile (routes, rails, cyclable,\n # bars, POI complets) — cache ~3 mois, socle des KA Scores\n from louka import environment\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n print(environment.run(limit))\n elif cmd == \"kascores\":\n # (re)calcule les KA Scores (Walk/Transit/Bike/Calme/Services + global)\n # incrémental ; « python run.py kascores all » force tout le parc\n from louka import kascores\n force = len(sys.argv) > 2 and sys.argv[2] == \"all\"\n print(kascores.run(recompute_all=force))\n elif cmd == \"inondation-build\":\n from louka import inondation\n inondation.build()\n elif cmd == \"air-refresh\":\n from louka import air\n air.refresh()\n elif cmd == \"gaz-refresh\":\n from louka import gaz\n print(f\"[gaz] {gaz.refresh()} stations\")\n elif cmd == \"hydro-precompute\":\n from louka import hydro\n n = int(sys.argv[2]) if len(sys.argv) > 2 else 100\n b = int(sys.argv[3]) if len(sys.argv) > 3 else 40\n hydro.precompute(limit=n, budget=b)\n elif cmd == \"rdl\":\n from louka import rdl\n rdl.refresh()\n elif cmd == \"tal\":\n # historique TAL (décisions SOQUIJ) par adresse, par lots\n from louka import tal\n n = int(sys.argv[2]) if len(sys.argv) > 2 else 60\n b = int(sys.argv[3]) if len(sys.argv) > 3 else 600\n tal.precompute(limit=n, budget=b)","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b883743f-fa23-4747-aee1-56fe97b4e888","timestamp":"2026-08-25T06:04:03.321Z","tool_use_result":{"stdout":"#!/usr/bin/env python3\n# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# run.py : point d'entrée — `sync`, `watch`, `serve`\n# -----------------------------------------------------------------------------\n\"\"\"Utilisation :\n python run.py sync [source ...] # synchronise les annonces\n python run.py watch [minutes] # synchronise en boucle (défaut 60 min)\n python run.py sync-ct [source ...] # synchronise la section court terme\n python run.py watch-ct [minutes] # boucle court terme (défaut 360 min)\n python run.py serve [port] # démarre l'API + le frontend (défaut 8080)\n python run.py record <source ...> # enregistre les fixtures de test d'une source\n python run.py geocode [n] # géocode les annonces sans coordonnées (max n requêtes)\n python run.py poi [n] # commodités de proximité par immeuble (max n requêtes)\n python run.py env [n] # environnement OSM par tuile (socle des KA Scores)\n python run.py kascores [all] # calcule les KA Scores du parc (all = tout recalculer)\n python run.py buildings # passeport des immeubles (building_key + stats)\n python run.py managers [budget_s] # gestionnaires : fiche Google Maps + avis (SerpApi)\n\"\"\"\nfrom __future__ import annotations\n\nimport os\nimport sys\nfrom pathlib import Path\n\n# Charger .env (FIRECRAWL_API_KEY, etc.) sans dépendance externe\n_env = Path(__file__).parent / \".env\"\nif _env.exists():\n for line in _env.read_text().splitlines():\n line = line.strip()\n if line and not line.startswith(\"#\") and \"=\" in line:\n k, _, v = line.partition(\"=\")\n os.environ.setdefault(k.strip(), v.strip())\n\n\ndef main() -> None:\n cmd = sys.argv[1] if len(sys.argv) > 1 else \"serve\"\n if cmd == \"sync\":\n from louka import ingest\n ingest.run(sys.argv[2:] or None)\n elif cmd == \"watch\":\n from louka import ingest\n minutes = int(sys.argv[2]) if len(sys.argv) > 2 else 60\n ingest.watch(minutes * 60)\n elif cmd == \"sync-ct\":\n from louka.shortterm import ingest as ct_ingest\n ct_ingest.run(sys.argv[2:] or None)\n elif cmd == \"watch-ct\":\n from louka.shortterm import ingest as ct_ingest\n minutes = int(sys.argv[2]) if len(sys.argv) > 2 else 360\n ct_ingest.watch(minutes * 60)\n elif cmd == \"geocode1\":\n from louka import geocode\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n geocode.run(limit)\n elif cmd == \"geocode\":\n # lot Adresses Québec (rapide) ; « geocode1 » = ancien mode 1-par-1\n from louka import geocode\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n geocode.run_batch(limit)\n elif cmd == \"quality\":\n # (re)calcule le score de complétude + publication/quarantaine\n from louka import quality\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n quality.backfill(limit)\n elif cmd == \"imgaudit\":\n # contrôle qualité des images (liens morts, minuscules, placeholders,\n # doublons) — incrémental : python run.py imgaudit [n_annonces] [source]\n from louka import imgcheck\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else 1500\n src = sys.argv[3] if len(sys.argv) > 3 else None\n imgcheck.run(limit, source=src)\n elif cmd == \"fairvalue\":\n # (re)calcule la juste valeur locative de toutes les annonces publiées\n from louka import fairvalue\n fairvalue.compute_all()\n elif cmd == \"poi\":\n from louka import poi\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n poi.run(limit)\n elif cmd == \"quartier\":\n from louka import quartier\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n quartier.enrich(limit)\n elif cmd == \"env\":\n # données d'environnement OSM par tuile (routes, rails, cyclable,\n # bars, POI complets) — cache ~3 mois, socle des KA Scores\n from louka import environment\n limit = int(sys.argv[2]) if len(sys.argv) > 2 else None\n print(environment.run(limit))\n elif cmd == \"kascores\":\n # (re)calcule les KA Scores (Walk/Transit/Bike/Calme/Services + global)\n # incrémental ; « python run.py kascores all » force tout le parc\n from louka import kascores\n force = len(sys.argv) > 2 and sys.argv[2] == \"all\"\n print(kascores.run(recompute_all=force))\n elif cmd == \"inondation-build\":\n from louka import inondation\n inondation.build()\n elif cmd == \"air-refresh\":\n from louka import air\n air.refresh()\n elif cmd == \"gaz-refresh\":\n from louka import gaz\n print(f\"[gaz] {gaz.refresh()} stations\")\n elif cmd == \"hydro-precompute\":\n from louka import hydro\n n = int(sys.argv[2]) if len(sys.argv) > 2 else 100\n b = int(sys.argv[3]) if len(sys.argv) > 3 else 40\n hydro.precompute(limit=n, budget=b)\n elif cmd == \"rdl\":\n from louka import rdl\n rdl.refresh()\n elif cmd == \"tal\":\n # historique TAL (décisions SOQUIJ) par adresse, par lots\n from louka import tal\n n = int(sys.argv[2]) if len(sys.argv) > 2 else 60\n b = int(sys.argv[3]) if len(sys.argv) > 3 else 600\n tal.precompute(limit=n, budget=b)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}24{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"b8539d6e-0228-47b7-861f-d3b6afe10ba3","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}25{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxiRo2oNa5AfFELEHce","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0125kkwAVkpkGcCzjkQ38tMT","name":"Bash","input":{"command":"sed -n 120,220p ~/apps/lou-ka/run.py","description":"Read rest of run.py commands"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2455,"cache_read_input_tokens":37386,"cache_creation":{"ephemeral_5m_input_tokens":2455,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"df59e872-54d3-4738-b112-5e1c6977e558"}}26{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0125kkwAVkpkGcCzjkQ38tMT","type":"tool_result","content":" tal.precompute(limit=n, budget=b)\n elif cmd == \"buildings\":\n # (re)calcule le passeport de tous les immeubles (building_key + stats)\n from louka import building\n print(building.rollup())\n elif cmd == \"managers\":\n # gestionnaires : amorçage + résolution Google Maps + avis (SerpApi)\n # « python run.py managers [budget_s] »\n from louka import managers\n b = float(sys.argv[2]) if len(sys.argv) > 2 else 300\n print(managers.precompute(budget_s=b))\n elif cmd == \"record\":\n from louka import fixtures\n from louka.connectors import CONNECTORS\n targets = sys.argv[2:] or sorted(CONNECTORS)\n for sid in targets:\n try:\n print(f\"[lou-ka] record {sid} ... {fixtures.record(sid)}\")\n except Exception as exc:\n print(f\"[lou-ka] record {sid} ÉCHEC : {exc}\", file=sys.stderr)\n elif cmd == \"serve\":\n import uvicorn\n port = int(sys.argv[2]) if len(sys.argv) > 2 else 8080\n uvicorn.run(\"louka.web:app\", host=\"0.0.0.0\", port=port)\n else:\n print(__doc__)\n sys.exit(1)\n\n\nif __name__ == \"__main__\":\n main()","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"72a7d7d0-40b7-4d8e-b752-b968902b860a","timestamp":"2026-08-25T06:04:06.313Z","tool_use_result":{"stdout":" tal.precompute(limit=n, budget=b)\n elif cmd == \"buildings\":\n # (re)calcule le passeport de tous les immeubles (building_key + stats)\n from louka import building\n print(building.rollup())\n elif cmd == \"managers\":\n # gestionnaires : amorçage + résolution Google Maps + avis (SerpApi)\n # « python run.py managers [budget_s] »\n from louka import managers\n b = float(sys.argv[2]) if len(sys.argv) > 2 else 300\n print(managers.precompute(budget_s=b))\n elif cmd == \"record\":\n from louka import fixtures\n from louka.connectors import CONNECTORS\n targets = sys.argv[2:] or sorted(CONNECTORS)\n for sid in targets:\n try:\n print(f\"[lou-ka] record {sid} ... {fixtures.record(sid)}\")\n except Exception as exc:\n print(f\"[lou-ka] record {sid} ÉCHEC : {exc}\", file=sys.stderr)\n elif cmd == \"serve\":\n import uvicorn\n port = int(sys.argv[2]) if len(sys.argv) > 2 else 8080\n uvicorn.run(\"louka.web:app\", host=\"0.0.0.0\", port=port)\n else:\n print(__doc__)\n sys.exit(1)\n\n\nif __name__ == \"__main__\":\n main()","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}27{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"709e8016-8777-429d-bcf1-e845db53223d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}28{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxieU2nsCcfAasRLPQK","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":584,"cache_read_input_tokens":39841,"cache_creation":{"ephemeral_5m_input_tokens":584,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6dce47fd-03e6-44e0-8107-6205608e3c7e"}}29{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxieU2nsCcfAasRLPQK","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":584,"cache_read_input_tokens":39841,"cache_creation":{"ephemeral_5m_input_tokens":584,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"9fe11be3-ce05-4e73-abb0-36a6d8ba8ba5"}}30{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxieU2nsCcfAasRLPQK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L277UwvBLxHssYcznnYyRo","name":"Bash","input":{"command":"git -C ~/apps/lou-ka diff b458982 4b7aa7c -- data/sources.json | grep '^+' | grep -o '\"id\": *\"[^\"]*\"' | sed 's/.*: *\"//;s/\"//' | sort > /tmp/new_sources_0824.txt; wc -l /tmp/new_sources_0824.txt; head -20 /tmp/new_sources_0824.txt","description":"Extract new connector ids from campaign commit"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":584,"cache_read_input_tokens":39841,"cache_creation":{"ephemeral_5m_input_tokens":584,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cde9d9c5-7fda-4ec1-9001-7c78063a3438"}}31{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L277UwvBLxHssYcznnYyRo","type":"tool_result","content":" 158 /tmp/new_sources_0824.txt\naera3r\naera_chambly\nalfid\napero\narpents_verts\naube\nbati5\nbeloeil_94\nboises_cite\nc3r\ncabinetterie\ncara\ncarre_legendes\ncarre_windsor\nceleste\ncent4\ncentral_rosemont\nchartwell\ncinq_etoiles\ncinquante_ans_plus","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"0fb4a78c-b140-4900-b594-809e6ec87f8f","timestamp":"2026-08-25T06:04:16.415Z","tool_use_result":{"stdout":" 158 /tmp/new_sources_0824.txt\naera3r\naera_chambly\nalfid\napero\narpents_verts\naube\nbati5\nbeloeil_94\nboises_cite\nc3r\ncabinetterie\ncara\ncarre_legendes\ncarre_windsor\nceleste\ncent4\ncentral_rosemont\nchartwell\ncinq_etoiles\ncinquante_ans_plus","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}32{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxieU2nsCcfAasRLPQK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013EdXQ2d9fm1QbM3zCwmdMd","name":"Bash","input":{"command":"pm2 ls; ls ~/apps/lou-ka/data/*.db* 2>/dev/null; ls ~/apps/lou-ka/data | head -30","description":"Check pm2 processes and data dir"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":584,"cache_read_input_tokens":39841,"cache_creation":{"ephemeral_5m_input_tokens":584,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cc80ca4c-77ed-4050-acb0-ba94b5e164a5"}}33{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013EdXQ2d9fm1QbM3zCwmdMd","type":"tool_result","content":"┌────┬────────────────────────────────┬─────────────┬─────────┬─────────┬──────────┬────────┬──────┬───────────┬──────────┬──────────┬──────────┬──────────┐\n│ id │ name │ namespace │ version │ mode │ pid │ uptime │ ↺ │ status │ cpu │ mem │ user │ watching │\n├────┼────────────────────────────────┼─────────────┼─────────┼─────────┼──────────┼────────┼──────┼───────────┼──────────┼──────────┼──────────┼──────────┤\n│ 6 │ airiskindex-ngrok │ default │ N/A │ fork │ 13980 │ 20D │ 0 │ online │ 0% │ 172.2mb │ simon-p… │ disabled │\n│ 5 │ airiskindex-web │ default │ N/A │ fork │ 65729 │ 19D │ 13 │ online │ 0% │ 173.1mb │ simon-p… │ disabled │\n│ 75 │ anomaly-atlas │ default │ N/A │ fork │ 33650 │ 12D │ 14 │ online │ 0% │ 83.3mb │ simon-p… │ disabled │\n│ 76 │ anomaly-atlas-ngrok │ default │ N/A │ fork │ 61023 │ 13D │ 0 │ online │ 0% │ 77.3mb │ simon-p… │ disabled │\n│ 77 │ apika-api │ default │ N/A │ fork │ 98122 │ 4h │ 29 │ online │ 0% │ 157.2mb │ simon-p… │ disabled │\n│ 79 │ apika-ngrok │ default │ N/A │ fork │ 11978 │ 8D │ 0 │ online │ 0% │ 190.0mb │ simon-p… │ disabled │\n│ 78 │ apika-scheduler │ default │ N/A │ fork │ 51543 │ 10h │ 10 │ online │ 0% │ 13.5gb │ simon-p… │ disabled │\n│ 21 │ coinexplorer-api │ default │ N/A │ fork │ 4186 │ 19D │ 6 │ online │ 0% │ 1.1gb │ simon-p… │ disabled │\n│ 19 │ coinexplorer-indexer │ default │ N/A │ fork │ 54216 │ 19D │ 3 │ online │ 0% │ 825.5mb │ simon-p… │ disabled │\n│ 22 │ coinexplorer-ngrok │ default │ N/A │ fork │ 60713 │ 19D │ 0 │ online │ 0% │ 157.0mb │ simon-p… │ disabled │\n│ 89 │ crea-ka-ngrok │ default │ N/A │ fork │ 63473 │ 7D │ 0 │ online │ 0% │ 176.4mb │ simon-p… │ disabled │\n│ 94 │ crea-ka-sync │ default │ N/A │ fork │ 81871 │ 2D │ 11 │ online │ 0% │ 647.7mb │ simon-p… │ disabled │\n│ 87 │ crea-ka-web │ default │ N/A │ fork │ 98111 │ 4h │ 38 │ online │ 0% │ 189.6mb │ simon-p… │ disabled │\n│ 28 │ draft2027 │ default │ N/A │ fork │ 89898 │ 16D │ 0 │ online │ 0% │ 41.6mb │ simon-p… │ disabled │\n│ 29 │ draft2027-ngrok │ default │ N/A │ fork │ 89910 │ 16D │ 0 │ online │ 0% │ 69.6mb │ simon-p… │ disabled │\n│ 60 │ earthnow-api │ default │ N/A │ fork │ 87198 │ 15D │ 0 │ online │ 0% │ 82.7mb │ simon-p… │ disabled │\n│ 63 │ earthnow-ngrok │ default │ N/A │ fork │ 87239 │ 15D │ 0 │ online │ 0% │ 84.2mb │ simon-p… │ disabled │\n│ 62 │ earthnow-proxy │ default │ N/A │ fork │ 87227 │ 15D │ 0 │ online │ 0% │ 48.9mb │ simon-p… │ disabled │\n│ 61 │ earthnow-web │ default │ 0.1.0 │ fork │ 87210 │ 15D │ 0 │ online │ 0% │ 129.5mb │ simon-p… │ disabled │\n│ 30 │ groupe-ka │ default │ 1.0.0 │ fork │ 2206 │ 4h │ 92 │ online │ 0% │ 236.7mb │ simon-p… │ disabled │\n│ 31 │ groupe-ka-ngrok │ default │ N/A │ fork │ 26263 │ 9D │ 1 │ online │ 0% │ 286.8mb │ simon-p… │ disabled │\n│ 96 │ groupe-ka-rapport-quotidien │ default │ 1.0.0 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 95 │ groupe-ka-status-tick │ default │ 1.0.0 │ fork │ 0 │ 0 │ 208 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 0 │ immbot-ai │ default │ 1.0.0 │ fork │ 19793 │ 20D │ 6 │ online │ 0% │ 163.0mb │ simon-p… │ disabled │\n│ 1 │ immbot-ngrok │ default │ N/A │ fork │ 76976 │ 20D │ 1 │ online │ 0% │ 71.4mb │ simon-p… │ disabled │\n│ 64 │ khaelor-sh │ default │ N/A │ fork │ 13042 │ 14D │ 2 │ online │ 0% │ 44.8mb │ simon-p… │ disabled │\n│ 65 │ khaelor-sh-ngrok │ default │ N/A │ fork │ 21045 │ 15D │ 0 │ online │ 0% │ 64.1mb │ simon-p… │ disabled │\n│ 16 │ llmindex-benchmark │ default │ 4.23.5 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 9 │ llmindex-ngrok │ default │ N/A │ fork │ 93363 │ 19D │ 0 │ online │ 0% │ 218.3mb │ simon-p… │ disabled │\n│ 7 │ llmindex-web │ default │ 0.1.0 │ fork │ 88991 │ 21h │ 23 │ online │ 0% │ 466.5mb │ simon-p… │ disabled │\n│ 10 │ llmindex-worker │ default │ 4.23.5 │ fork │ 44184 │ 19D │ 4 │ online │ 0% │ 51.7mb │ simon-p… │ disabled │\n│ 71 │ localvm-web │ default │ 1.0.0 │ fork │ 4329 │ 12D │ 13 │ online │ 0% │ 115.2mb │ simon-p… │ disabled │\n│ 72 │ localvm-web-ngrok │ default │ N/A │ fork │ 71734 │ 13D │ 0 │ online │ 0% │ 106.1mb │ simon-p… │ disabled │\n│ 27 │ lou-ka-ngrok │ default │ N/A │ fork │ 22790 │ 18D │ 0 │ online │ 0% │ 349.8mb │ simon-p… │ disabled │\n│ 26 │ lou-ka-sync │ default │ 1.0.0 │ fork │ 48988 │ 4m │ 45 │ online │ 0% │ 969.0mb │ simon-p… │ disabled │\n│ 25 │ lou-ka-web │ default │ 1.0.0 │ fork │ 48977 │ 4m │ 112 │ online │ 0% │ 257.8mb │ simon-p… │ disabled │\n│ 73 │ modelmap-web │ default │ 1.0.0 │ fork │ 23027 │ 12D │ 18 │ online │ 0% │ 81.9mb │ simon-p… │ disabled │\n│ 74 │ modelmap-web-ngrok │ default │ N/A │ fork │ 89389 │ 13D │ 0 │ online │ 0% │ 93.0mb │ simon-p… │ disabled │\n│ 84 │ resto-ka │ default │ N/A │ fork │ 98717 │ 4h │ 27 │ online │ 0% │ 111.2mb │ simon-p… │ disabled │\n│ 85 │ resto-ka-ngrok │ default │ N/A │ fork │ 35426 │ 7D │ 0 │ online │ 0% │ 268.5mb │ simon-p… │ disabled │\n│ 86 │ resto-ka-sync │ default │ N/A │ fork │ 58563 │ 33h │ 9 │ online │ 0% │ 365.4mb │ simon-p… │ disabled │\n│ 66 │ spbdrive-server │ default │ 2.1.0 │ fork │ 54545 │ 14D │ 3 │ online │ 0% │ 89.3mb │ simon-p… │ disabled │\n│ 68 │ spbdrive-tunnel │ default │ N/A │ fork │ 58322 │ 15D │ 0 │ online │ 0% │ 60.3mb │ simon-p… │ disabled │\n│ 70 │ svgarden-tunnel │ default │ N/A │ fork │ 34955 │ 14D │ 1 │ online │ 0% │ 81.4mb │ simon-p… │ disabled │\n│ 69 │ svgarden-web │ default │ 1.0.0 │ fork │ 34954 │ 14D │ 1 │ online │ 0% │ 65.7mb │ simon-p… │ disabled │\n│ 23 │ voyage2026 │ default │ N/A │ fork │ 43917 │ 19D │ 0 │ online │ 0% │ 40.5mb │ simon-p… │ disabled │\n│ 24 │ voyage2026-ngrok │ default │ N/A │ fork │ 43929 │ 19D │ 0 │ online │ 0% │ 62.0mb │ simon-p… │ disabled │\n└────┴────────────────────────────────┴─────────────┴─────────┴─────────┴──────────┴────────┴──────┴───────────┴──────────┴──────────┴──────────┴──────────┘\n/Users/simon-pierreboucher/apps/lou-ka/data/air.db\n/Users/simon-pierreboucher/apps/lou-ka/data/commerces.db\n/Users/simon-pierreboucher/apps/lou-ka/data/gaz.db\n/Users/simon-pierreboucher/apps/lou-ka/data/hydro.db\n/Users/simon-pierreboucher/apps/lou-ka/data/inondation.db\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db-shm\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db-wal\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db.backup-avant-m1\n/Users/simon-pierreboucher/apps/lou-ka/data/louka_ct.db\n/Users/simon-pierreboucher/apps/lou-ka/data/quartier.db\n/Users/simon-pierreboucher/apps/lou-ka/data/rdl.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-contexte.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-environnement.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-recensement.db\n/Users/simon-pierreboucher/apps/lou-ka/data/tal.db\n/Users/simon-pierreboucher/apps/lou-ka/data/transit.db\nair.db\ncommerces.db\ndemenageurs.json\ngaz.db\nhydro.db\nimgcache\ninondation.db\nlouka.db\nlouka.db-shm\nlouka.db-wal\nlouka.db.backup-avant-m1\nlouka_ct.db\nquartier.db\nrdl.db\nsources.json\nsources_ct.json\nstaging-contexte.db\nstaging-environnement.db\nstaging-recensement.db\ntal.db\ntransit.db\nuploads","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d6fced36-b4c7-4db5-8ce0-d41a64148f64","timestamp":"2026-08-25T06:04:17.243Z","tool_use_result":{"stdout":"┌────┬────────────────────────────────┬─────────────┬─────────┬─────────┬──────────┬────────┬──────┬───────────┬──────────┬──────────┬──────────┬──────────┐\n│ id │ name │ namespace │ version │ mode │ pid │ uptime │ ↺ │ status │ cpu │ mem │ user │ watching │\n├────┼────────────────────────────────┼─────────────┼─────────┼─────────┼──────────┼────────┼──────┼───────────┼──────────┼──────────┼──────────┼──────────┤\n│ 6 │ airiskindex-ngrok │ default │ N/A │ fork │ 13980 │ 20D │ 0 │ online │ 0% │ 172.2mb │ simon-p… │ disabled │\n│ 5 │ airiskindex-web │ default │ N/A │ fork │ 65729 │ 19D │ 13 │ online │ 0% │ 173.1mb │ simon-p… │ disabled │\n│ 75 │ anomaly-atlas │ default │ N/A │ fork │ 33650 │ 12D │ 14 │ online │ 0% │ 83.3mb │ simon-p… │ disabled │\n│ 76 │ anomaly-atlas-ngrok │ default │ N/A │ fork │ 61023 │ 13D │ 0 │ online │ 0% │ 77.3mb │ simon-p… │ disabled │\n│ 77 │ apika-api │ default │ N/A │ fork │ 98122 │ 4h │ 29 │ online │ 0% │ 157.2mb │ simon-p… │ disabled │\n│ 79 │ apika-ngrok │ default │ N/A │ fork │ 11978 │ 8D │ 0 │ online │ 0% │ 190.0mb │ simon-p… │ disabled │\n│ 78 │ apika-scheduler │ default │ N/A │ fork │ 51543 │ 10h │ 10 │ online │ 0% │ 13.5gb │ simon-p… │ disabled │\n│ 21 │ coinexplorer-api │ default │ N/A │ fork │ 4186 │ 19D │ 6 │ online │ 0% │ 1.1gb │ simon-p… │ disabled │\n│ 19 │ coinexplorer-indexer │ default │ N/A │ fork │ 54216 │ 19D │ 3 │ online │ 0% │ 825.5mb │ simon-p… │ disabled │\n│ 22 │ coinexplorer-ngrok │ default │ N/A │ fork │ 60713 │ 19D │ 0 │ online │ 0% │ 157.0mb │ simon-p… │ disabled │\n│ 89 │ crea-ka-ngrok │ default │ N/A │ fork │ 63473 │ 7D │ 0 │ online │ 0% │ 176.4mb │ simon-p… │ disabled │\n│ 94 │ crea-ka-sync │ default │ N/A │ fork │ 81871 │ 2D │ 11 │ online │ 0% │ 647.7mb │ simon-p… │ disabled │\n│ 87 │ crea-ka-web │ default │ N/A │ fork │ 98111 │ 4h │ 38 │ online │ 0% │ 189.6mb │ simon-p… │ disabled │\n│ 28 │ draft2027 │ default │ N/A │ fork │ 89898 │ 16D │ 0 │ online │ 0% │ 41.6mb │ simon-p… │ disabled │\n│ 29 │ draft2027-ngrok │ default │ N/A │ fork │ 89910 │ 16D │ 0 │ online │ 0% │ 69.6mb │ simon-p… │ disabled │\n│ 60 │ earthnow-api │ default │ N/A │ fork │ 87198 │ 15D │ 0 │ online │ 0% │ 82.7mb │ simon-p… │ disabled │\n│ 63 │ earthnow-ngrok │ default │ N/A │ fork │ 87239 │ 15D │ 0 │ online │ 0% │ 84.2mb │ simon-p… │ disabled │\n│ 62 │ earthnow-proxy │ default │ N/A │ fork │ 87227 │ 15D │ 0 │ online │ 0% │ 48.9mb │ simon-p… │ disabled │\n│ 61 │ earthnow-web │ default │ 0.1.0 │ fork │ 87210 │ 15D │ 0 │ online │ 0% │ 129.5mb │ simon-p… │ disabled │\n│ 30 │ groupe-ka │ default │ 1.0.0 │ fork │ 2206 │ 4h │ 92 │ online │ 0% │ 236.7mb │ simon-p… │ disabled │\n│ 31 │ groupe-ka-ngrok │ default │ N/A │ fork │ 26263 │ 9D │ 1 │ online │ 0% │ 286.8mb │ simon-p… │ disabled │\n│ 96 │ groupe-ka-rapport-quotidien │ default │ 1.0.0 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 95 │ groupe-ka-status-tick │ default │ 1.0.0 │ fork │ 0 │ 0 │ 208 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 0 │ immbot-ai │ default │ 1.0.0 │ fork │ 19793 │ 20D │ 6 │ online │ 0% │ 163.0mb │ simon-p… │ disabled │\n│ 1 │ immbot-ngrok │ default │ N/A │ fork │ 76976 │ 20D │ 1 │ online │ 0% │ 71.4mb │ simon-p… │ disabled │\n│ 64 │ khaelor-sh │ default │ N/A │ fork │ 13042 │ 14D │ 2 │ online │ 0% │ 44.8mb │ simon-p… │ disabled │\n│ 65 │ khaelor-sh-ngrok │ default │ N/A │ fork │ 21045 │ 15D │ 0 │ online │ 0% │ 64.1mb │ simon-p… │ disabled │\n│ 16 │ llmindex-benchmark │ default │ 4.23.5 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 9 │ llmindex-ngrok │ default │ N/A │ fork │ 93363 │ 19D │ 0 │ online │ 0% │ 218.3mb │ simon-p… │ disabled │\n│ 7 │ llmindex-web │ default │ 0.1.0 │ fork │ 88991 │ 21h │ 23 │ online │ 0% │ 466.5mb │ simon-p… │ disabled │\n│ 10 │ llmindex-worker │ default │ 4.23.5 │ fork │ 44184 │ 19D │ 4 │ online │ 0% │ 51.7mb │ simon-p… │ disabled │\n│ 71 │ localvm-web │ default │ 1.0.0 │ fork │ 4329 │ 12D │ 13 │ online │ 0% │ 115.2mb │ simon-p… │ disabled │\n│ 72 │ localvm-web-ngrok │ default │ N/A │ fork │ 71734 │ 13D │ 0 │ online │ 0% │ 106.1mb │ simon-p… │ disabled │\n│ 27 │ lou-ka-ngrok │ default │ N/A │ fork │ 22790 │ 18D │ 0 │ online │ 0% │ 349.8mb │ simon-p… │ disabled │\n│ 26 │ lou-ka-sync │ default │ 1.0.0 │ fork │ 48988 │ 4m │ 45 │ online │ 0% │ 969.0mb │ simon-p… │ disabled │\n│ 25 │ lou-ka-web │ default │ 1.0.0 │ fork │ 48977 │ 4m │ 112 │ online │ 0% │ 257.8mb │ simon-p… │ disabled │\n│ 73 │ modelmap-web │ default │ 1.0.0 │ fork │ 23027 │ 12D │ 18 │ online │ 0% │ 81.9mb │ simon-p… │ disabled │\n│ 74 │ modelmap-web-ngrok │ default │ N/A │ fork │ 89389 │ 13D │ 0 │ online │ 0% │ 93.0mb │ simon-p… │ disabled │\n│ 84 │ resto-ka │ default │ N/A │ fork │ 98717 │ 4h │ 27 │ online │ 0% │ 111.2mb │ simon-p… │ disabled │\n│ 85 │ resto-ka-ngrok │ default │ N/A │ fork │ 35426 │ 7D │ 0 │ online │ 0% │ 268.5mb │ simon-p… │ disabled │\n│ 86 │ resto-ka-sync │ default │ N/A │ fork │ 58563 │ 33h │ 9 │ online │ 0% │ 365.4mb │ simon-p… │ disabled │\n│ 66 │ spbdrive-server │ default │ 2.1.0 │ fork │ 54545 │ 14D │ 3 │ online │ 0% │ 89.3mb │ simon-p… │ disabled │\n│ 68 │ spbdrive-tunnel │ default │ N/A │ fork │ 58322 │ 15D │ 0 │ online │ 0% │ 60.3mb │ simon-p… │ disabled │\n│ 70 │ svgarden-tunnel │ default │ N/A │ fork │ 34955 │ 14D │ 1 │ online │ 0% │ 81.4mb │ simon-p… │ disabled │\n│ 69 │ svgarden-web │ default │ 1.0.0 │ fork │ 34954 │ 14D │ 1 │ online │ 0% │ 65.7mb │ simon-p… │ disabled │\n│ 23 │ voyage2026 │ default │ N/A │ fork │ 43917 │ 19D │ 0 │ online │ 0% │ 40.5mb │ simon-p… │ disabled │\n│ 24 │ voyage2026-ngrok │ default │ N/A │ fork │ 43929 │ 19D │ 0 │ online │ 0% │ 62.0mb │ simon-p… │ disabled │\n└────┴────────────────────────────────┴─────────────┴─────────┴─────────┴──────────┴────────┴──────┴───────────┴──────────┴──────────┴──────────┴──────────┘\n/Users/simon-pierreboucher/apps/lou-ka/data/air.db\n/Users/simon-pierreboucher/apps/lou-ka/data/commerces.db\n/Users/simon-pierreboucher/apps/lou-ka/data/gaz.db\n/Users/simon-pierreboucher/apps/lou-ka/data/hydro.db\n/Users/simon-pierreboucher/apps/lou-ka/data/inondation.db\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db-shm\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db-wal\n/Users/simon-pierreboucher/apps/lou-ka/data/louka.db.backup-avant-m1\n/Users/simon-pierreboucher/apps/lou-ka/data/louka_ct.db\n/Users/simon-pierreboucher/apps/lou-ka/data/quartier.db\n/Users/simon-pierreboucher/apps/lou-ka/data/rdl.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-contexte.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-environnement.db\n/Users/simon-pierreboucher/apps/lou-ka/data/staging-recensement.db\n/Users/simon-pierreboucher/apps/lou-ka/data/tal.db\n/Users/simon-pierreboucher/apps/lou-ka/data/transit.db\nair.db\ncommerces.db\ndemenageurs.json\ngaz.db\nhydro.db\nimgcache\ninondation.db\nlouka.db\nlouka.db-shm\nlouka.db-wal\nlouka.db.backup-avant-m1\nlouka_ct.db\nquartier.db\nrdl.db\nsources.json\nsources_ct.json\nstaging-contexte.db\nstaging-environnement.db\nstaging-recensement.db\ntal.db\ntransit.db\nuploads","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}34{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"5e8cfd0b-e6e9-446f-a0a2-13f582ac6ada","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}35{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxjTNZi79ejf8ecFoRG","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":5968,"cache_read_input_tokens":40425,"cache_creation":{"ephemeral_5m_input_tokens":5968,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f8f239be-f109-4318-9942-9f37101abb81"}}36{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxjTNZi79ejf8ecFoRG","type":"message","role":"assistant","content":[{"type":"text","text":"J'examine maintenant l'état d'enrichissement des annonces de ces nouveaux connecteurs dans la base."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":5968,"cache_read_input_tokens":40425,"cache_creation":{"ephemeral_5m_input_tokens":5968,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"65ea7e3a-2977-494d-9261-eacec5db2223"}}37{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxjTNZi79ejf8ecFoRG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DKtdxpK1Ud7DH3124n9bTP","name":"Bash","input":{"command":"cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3, json\ndb = sqlite3.connect(\"data/louka.db\")\ndb.row_factory = sqlite3.Row\ncols = [r[1] for r in db.execute(\"PRAGMA table_info(listings)\")]\nprint(\"cols:\", cols)\nEOF","description":"Inspect listings table schema"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":5968,"cache_read_input_tokens":40425,"cache_creation":{"ephemeral_5m_input_tokens":5968,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"33fc473b-ad66-428c-aa9a-a8a33dbf51f0"}}38{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DKtdxpK1Ud7DH3124n9bTP","type":"tool_result","content":"cols: ['uid', 'source', 'external_id', 'url', 'title', 'address', 'sector', 'city', 'unit_type', 'price', 'price_label', 'availability', 'description', 'amenities', 'images', 'lat', 'lng', 'content_hash', 'first_seen', 'last_seen', 'updated_at', 'active', 'availability_date', 'area_sqft', 'pets', 'furnished', 'details', 'geocode_failed', 'miss_count', 'dauid', 'digest', 'dup_of', 'dup_sources', 'bedrooms', 'bathrooms', 'completeness', 'published', 'quality_reasons', 'images_ok', 'img_audit', 'coord_key', 'building_key']","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"960056e6-9549-4085-8784-8135897c0f87","timestamp":"2026-08-25T06:04:22.071Z","tool_use_result":{"stdout":"cols: ['uid', 'source', 'external_id', 'url', 'title', 'address', 'sector', 'city', 'unit_type', 'price', 'price_label', 'availability', 'description', 'amenities', 'images', 'lat', 'lng', 'content_hash', 'first_seen', 'last_seen', 'updated_at', 'active', 'availability_date', 'area_sqft', 'pets', 'furnished', 'details', 'geocode_failed', 'miss_count', 'dauid', 'digest', 'dup_of', 'dup_sources', 'bedrooms', 'bathrooms', 'completeness', 'published', 'quality_reasons', 'images_ok', 'img_audit', 'coord_key', 'building_key']","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}39{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"b4b051e4-670c-45e0-856d-afa3e7102254","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}40{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxjqYZd15fDz8MDN2Vi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BUZptMjdGNUJGFZyoptnpg","name":"Bash","input":{"command":"cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nq = lambda sql, args=(): db.execute(sql, args).fetchone()[0]\nargs = tuple(new)\ntot = q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1\", args)\nprint(\"annonces actives des nouveaux connecteurs :\", tot)\nprint(\"sans coordonnées :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND (lat IS NULL OR lng IS NULL)\", args))\nprint(\"geocode_failed :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND geocode_failed=1\", args))\nprint(\"publiées :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND published=1\", args))\nprint(\"completeness NULL:\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND completeness IS NULL\", args))\nprint(\"images_ok NULL :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND images_ok IS NULL\", args))\nprint(\"building_key NULL:\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND building_key IS NULL\", args))\n# tables annexes\ntabs = [r[0] for r in db.execute(\"SELECT name FROM sqlite_master WHERE type='table'\")]\nprint(\"tables:\", tabs)\nEOF","description":"Check enrichment state of new-connector listings"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":562,"cache_read_input_tokens":46393,"cache_creation":{"ephemeral_5m_input_tokens":562,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"47d7ea39-ffdb-43cb-aaba-0dcefb595b7e"}}41{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BUZptMjdGNUJGFZyoptnpg","type":"tool_result","content":"annonces actives des nouveaux connecteurs : 3685\nsans coordonnées : 2405\ngeocode_failed : 0\npubliées : 2896\ncompleteness NULL: 0\nimages_ok NULL : 3685\nbuilding_key NULL: 3685\ntables: ['listings', 'sync_log', 'sqlite_sequence', 'detail_cache', 'geocode_cache', 'poi_cache', 'price_log', 'users', 'favorites', 'source_profiles', 'sqlite_stat1', 'image_checks', 'sqlite_stat4', 'fairvalue', 'fv_segments', 'env_tiles', 'kascores', 'listing_events', 'buildings', 'recycled_cache', 'managers', 'manager_reviews']","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3371fb77-ff12-47cf-b64f-a2ac9554a5c3","timestamp":"2026-08-25T06:04:30.702Z","tool_use_result":{"stdout":"annonces actives des nouveaux connecteurs : 3685\nsans coordonnées : 2405\ngeocode_failed : 0\npubliées : 2896\ncompleteness NULL: 0\nimages_ok NULL : 3685\nbuilding_key NULL: 3685\ntables: ['listings', 'sync_log', 'sqlite_sequence', 'detail_cache', 'geocode_cache', 'poi_cache', 'price_log', 'users', 'favorites', 'source_profiles', 'sqlite_stat1', 'image_checks', 'sqlite_stat4', 'fairvalue', 'fv_segments', 'env_tiles', 'kascores', 'listing_events', 'buildings', 'recycled_cache', 'managers', 'manager_reviews']","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}42{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"bd0ca151-5f01-473b-9972-f3958236cfcf","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}43{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxkSmdKZF36NDwQuh6Q","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1005,"cache_read_input_tokens":46955,"cache_creation":{"ephemeral_5m_input_tokens":1005,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"788a62a5-aa3c-4e7a-a377-216a3fd53dad"}}44{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxkSmdKZF36NDwQuh6Q","type":"message","role":"assistant","content":[{"type":"text","text":"3 685 annonces actives des nouveaux connecteurs. État : 2 405 sans coordonnées, 0 audit images, 0 building_key. Je vérifie aussi KA Scores / juste valeur / POI, puis je lance le pipeline."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1005,"cache_read_input_tokens":46955,"cache_creation":{"ephemeral_5m_input_tokens":1005,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f09ba12b-60bb-4d4d-96be-f9f385e9616d"}}45{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxkSmdKZF36NDwQuh6Q","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011jk12UjQELJAf1s7c9kdTk","name":"Bash","input":{"command":"cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"kascores :\", q(f\"SELECT COUNT(*) FROM listings l JOIN kascores k ON k.uid=l.uid WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\"fairvalue:\", q(f\"SELECT COUNT(*) FROM listings l JOIN fairvalue f ON f.uid=l.uid WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\"avec coords:\", q(f\"SELECT COUNT(*) FROM listings l WHERE l.source IN ({ph}) AND l.active=1 AND l.lat IS NOT NULL\"))\nEOF","description":"Check kascores/fairvalue coverage for new listings"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1005,"cache_read_input_tokens":46955,"cache_creation":{"ephemeral_5m_input_tokens":1005,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"4a298ebb-03f3-4920-9108-10bf8be48b70"}}46{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\nTraceback (most recent call last):\n File \"<stdin>\", line 7, in <module>\n File \"<stdin>\", line 6, in <lambda>\nsqlite3.OperationalError: no such column: k.uid","is_error":true,"tool_use_id":"toolu_011jk12UjQELJAf1s7c9kdTk"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5ead5cef-6a5a-44e1-9dc4-e0501046bd81","timestamp":"2026-08-25T06:04:38.805Z","tool_use_result":"Error: Exit code 1\nTraceback (most recent call last):\n File \"<stdin>\", line 7, in <module>\n File \"<stdin>\", line 6, in <lambda>\nsqlite3.OperationalError: no such column: k.uid"}}47{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"3522104a-7a96-4f22-aa29-880d99dbd16f","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}48{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxm3WvDqFQ4ySxu5wdE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BzDyQRU7WpXfzaiiLndhi2","name":"Bash","input":{"command":"cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nfor t in (\"kascores\",\"fairvalue\",\"poi_cache\"):\n print(t, [r[1] for r in db.execute(f\"PRAGMA table_info({t})\")])\nEOF","description":"Inspect kascores/fairvalue/poi_cache schemas"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":751,"cache_read_input_tokens":47960,"cache_creation":{"ephemeral_5m_input_tokens":751,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"994c5aba-53aa-4fbf-a1b7-a148a1b19ac9"}}49{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BzDyQRU7WpXfzaiiLndhi2","type":"tool_result","content":"kascores ['coord_key', 'lat', 'lng', 'walk', 'transit', 'bike', 'calme', 'services', 'global', 'details', 'version', 'computed_at']\nfairvalue ['uid', 'fv', 'fv_low', 'fv_high', 'deviation', 'verdict', 'confidence', 'method', 'comps', 'segment', 'model_version', 'computed_at']\npoi_cache ['coord_key', 'lat', 'lng', 'pois', 'ts']","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c2ed13ac-2ea6-431c-ad6b-b8eed7212064","timestamp":"2026-08-25T06:04:42.628Z","tool_use_result":{"stdout":"kascores ['coord_key', 'lat', 'lng', 'walk', 'transit', 'bike', 'calme', 'services', 'global', 'details', 'version', 'computed_at']\nfairvalue ['uid', 'fv', 'fv_low', 'fv_high', 'deviation', 'verdict', 'confidence', 'method', 'comps', 'segment', 'model_version', 'computed_at']\npoi_cache ['coord_key', 'lat', 'lng', 'pois', 'ts']","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}50{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"9a5f5e8a-0c0f-4167-b9b3-dcd8e5682e6a","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}51{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxmLjWkDfHDEHDqL6Bj","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RDkWW3ovGibYzvvUn9vBCq","name":"Bash","input":{"command":"cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"avec coords :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NOT NULL\"))\nprint(\"coord_key rempli :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND coord_key IS NOT NULL\"))\nprint(\"kascores couverts :\", q(f\"SELECT COUNT(*) FROM listings l JOIN kascores k ON k.coord_key=l.coord_key WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\"poi couverts :\", q(f\"SELECT COUNT(*) FROM listings l JOIN poi_cache p ON p.coord_key=l.coord_key WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\"fairvalue couverts :\", q(f\"SELECT COUNT(*) FROM listings l JOIN fairvalue f ON f.uid=l.uid WHERE l.source IN ({ph}) AND l.active=1\"))\nEOF","description":"Coverage of kascores, poi, fairvalue for new 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Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bw23s6c0g.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"727fd1ef-4699-4a3a-a184-1b58bab04fc6","timestamp":"2026-08-25T06:05:27.568Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bw23s6c0g"}}}72{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"f01c6d70-0b92-4adb-b891-dcd539ae90fb","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}73{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bw23s6c0g","patch":{"status":"completed","end_time":1787637927748},"uuid":"c90537d9-6cbb-4c91-afa7-ec4d0a2da59d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}74{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxpeMVxLQXaCznCMGwT","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01V7FmBxnj6G1fdGSiKVyuB7","name":"Bash","input":{"command":"tail -15 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bal840g08.output; cd ~/apps/lou-ka && python3 - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"sans coords :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NULL\"))\nprint(\"geocode_failed :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND geocode_failed=1\"))\nEOF","description":"Check geocode results"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":844,"cache_read_input_tokens":54876,"cache_creation":{"ephemeral_5m_input_tokens":844,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"84691804-b4a7-4826-9d1c-cf4c018be690"}}75{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01V7FmBxnj6G1fdGSiKVyuB7","type":"tool_result","content":"Traceback (most recent call last):\n File \"/Users/simon-pierreboucher/apps/lou-ka/run.py\", line 150, in <module>\n main()\n ~~~~^^\n File \"/Users/simon-pierreboucher/apps/lou-ka/run.py\", line 59, in main\n from louka import geocode\n File \"/Users/simon-pierreboucher/apps/lou-ka/louka/geocode.py\", line 17, in <module>\n import requests\nModuleNotFoundError: No module named 'requests'\nsans coords : 2405\ngeocode_failed : 0","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d7c4d6b0-5e73-4eee-acbb-b96e86fcf0a5","timestamp":"2026-08-25T06:05:36.000Z","tool_use_result":{"stdout":"Traceback (most recent call last):\n File \"/Users/simon-pierreboucher/apps/lou-ka/run.py\", line 150, in <module>\n main()\n ~~~~^^\n File \"/Users/simon-pierreboucher/apps/lou-ka/run.py\", line 59, in main\n from louka import geocode\n File \"/Users/simon-pierreboucher/apps/lou-ka/louka/geocode.py\", line 17, in <module>\n import requests\nModuleNotFoundError: No module named 'requests'\nsans coords : 2405\ngeocode_failed : 0","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}76{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"da2112c2-0718-4bb0-93f1-b0061188371c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}77{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxqFufKRdqua65c8KWK","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAISnAMKpwEIERgCKkC4h6SZ0KGI+Naxe/TDDud8CFNufNT2axX/m8upd48M6rKrqe8s5HlTHK2xPa9CuSROEwhY6GsYFxnqdvGk+LCsMg5jbGF1ZGUtZmFibGUtNTgBQgh0aGlua2luZ1okNmZjYzhmODMtMWY5Yy00ZDMzLWJhMDctNGQ0ZGYzN2Q2N2Y1chCLToDU25FEmjjVqZecraU5iAEBqAG24bTUBrABAhIMFMC6eu4tCs/VzS+EGgyrol1BT2z0LjDeAYQiMF0Qodw8F7ClfGAv2bfAugnUizimAdFUowanOeYwewZc4C0+skrnVmvZU1FB7oMe/SqhAcH8ZoSLIa9hOdYHUbFLPb4FiuMvn4jE85ZNfACrrqf3eXTqrnc7N+noM3Wfl95mNP28vdh7UYoLAXg+MsBrJgeWH0zM6L0Pm04X6bUdPPJ2e5t5slaQ4jzxEjaOxeNk6OHp7kg1gWywWdAv63h+jlbAX/goOqYXP11oMF4alCZ4CJjISEz1rLkIg/EKcCCGCqwqiyy9NnES75v7feW8+4xlGAE="}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":919,"cache_read_input_tokens":55720,"cache_creation":{"ephemeral_5m_input_tokens":919,"ephemeral_1h_input_tokens":0},"output_tokens":10,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"2234b28f-effa-40ae-87a1-48ae0ccdf02d"}}78{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxqFufKRdqua65c8KWK","type":"message","role":"assistant","content":[{"type":"text","text":"Le python3 système n'a pas les dépendances — l'app tourne dans un venv. Je repère l'interpréteur utilisé par PM2."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":919,"cache_read_input_tokens":55720,"cache_creation":{"ephemeral_5m_input_tokens":919,"ephemeral_1h_input_tokens":0},"output_tokens":10,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ae8f4f8f-f14c-468b-8ba0-3a4117c58587"}}79{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxqFufKRdqua65c8KWK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JTR3qSRPDNs6h4pUHeGjeF","name":"Bash","input":{"command":"pm2 describe lou-ka-sync | grep -E 'script|interpreter|exec cwd|args' ; ls ~/apps/lou-ka/.venv/bin/python 2>/dev/null; ls ~/apps/lou-ka/venv/bin/python 2>/dev/null","description":"Find the Python interpreter used by lou-ka"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":919,"cache_read_input_tokens":55720,"cache_creation":{"ephemeral_5m_input_tokens":919,"ephemeral_1h_input_tokens":0},"output_tokens":10,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"25bd9474-0d22-415c-b099-c7bceba4edd2"}}80{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\n│ script path │ /Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python │\n│ script args │ run.py watch 60 │\n│ interpreter │ none │\n│ interpreter args │ N/A │\n│ script id │ 26 │\n│ exec cwd │ /Users/simon-pierreboucher/apps/lou-ka │\n/Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python","is_error":true,"tool_use_id":"toolu_01JTR3qSRPDNs6h4pUHeGjeF"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"86180940-211a-42c2-8570-ceb1a8baec0b","timestamp":"2026-08-25T06:05:44.575Z","tool_use_result":"Error: Exit code 1\n│ script path │ /Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python │\n│ script args │ run.py watch 60 │\n│ interpreter │ none │\n│ interpreter args │ N/A │\n│ script id │ 26 │\n│ exec cwd │ /Users/simon-pierreboucher/apps/lou-ka │\n/Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python"}}81{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"f3803197-9827-4bc1-8ad6-b1332fc65150","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}82{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxqtnh61zeAs39mUaXM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SjfBwpva6rAJMV2tXVXLJH","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py geocode 2>&1 | tail -25","description":"Run batch geocoding with venv python","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":488,"cache_read_input_tokens":56639,"cache_creation":{"ephemeral_5m_input_tokens":488,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1b2e9abf-44fc-4bdd-bfb6-6251759f02cc"}}83{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b4u16hfdx","tool_use_id":"toolu_01SjfBwpva6rAJMV2tXVXLJH","description":"Run batch geocoding with venv python","task_type":"local_bash","uuid":"d44c270d-4ed9-48e7-93ce-bc6ac504e2ba","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}84{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SjfBwpva6rAJMV2tXVXLJH","type":"tool_result","content":"Command running in background with ID: b4u16hfdx. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/b4u16hfdx.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"dcb91155-a27e-44ba-83c4-2f544d544d9b","timestamp":"2026-08-25T06:05:51.679Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"b4u16hfdx"}}}85{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ed05adf7-ee90-44cd-bb77-f2e95344f332","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}86{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxrRCnTTBzuWB3MMAXA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SzGZiJcJGvze7AFrYvJX2S","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py imgaudit 4000 2>&1 | tail -15","description":"Run image audit with venv python","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":271,"cache_read_input_tokens":57127,"cache_creation":{"ephemeral_5m_input_tokens":271,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5b932f0c-ee5d-4b2f-b202-4340bfaada2c"}}87{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bx5ivqbdd","tool_use_id":"toolu_01SzGZiJcJGvze7AFrYvJX2S","description":"Run image audit with venv python","task_type":"local_bash","uuid":"cc0fdfbc-7c1a-4657-9c97-1a1d60c38d2d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}88{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SzGZiJcJGvze7AFrYvJX2S","type":"tool_result","content":"Command running in background with ID: bx5ivqbdd. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bx5ivqbdd.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e0d66a3b-3955-4943-819f-b9f2868f0f0f","timestamp":"2026-08-25T06:05:56.624Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bx5ivqbdd"}}}89{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"eaafed22-39e6-4ebb-9c5a-b1c267d81eee","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}90{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"b4u16hfdx","patch":{"status":"completed","end_time":1787637957461},"uuid":"c5913ceb-884e-4da7-9fbb-56234b2076c5","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}91{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxrngMvAB2rfftFkPvm","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":275,"cache_read_input_tokens":57398,"cache_creation":{"ephemeral_5m_input_tokens":275,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f9c5b327-ec11-40e7-8167-d38e26f68adb"}}92{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxrngMvAB2rfftFkPvm","type":"message","role":"assistant","content":[{"type":"text","text":"Géocodage et audit images relancés avec le bon interpréteur (`.venv/bin/python`). J'attends leur fin avant d'enchaîner les étapes dépendantes (env OSM, KA Scores, POI, buildings, fairvalue)."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":275,"cache_read_input_tokens":57398,"cache_creation":{"ephemeral_5m_input_tokens":275,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e64f6695-4c55-4425-b3b4-a3aac0f0650e"}}93{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxrngMvAB2rfftFkPvm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BcBiB3iDhKhdghLzahkog4","name":"ToolSearch","input":{"query":"select:Monitor,TaskOutput","max_results":2},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":275,"cache_read_input_tokens":57398,"cache_creation":{"ephemeral_5m_input_tokens":275,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b325dfc2-0439-490e-a740-4eabf7ec624f"}}94{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_01BcBiB3iDhKhdghLzahkog4","content":[{"type":"tool_reference","tool_name":"Monitor"},{"type":"tool_reference","tool_name":"TaskOutput"}]}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c04a9552-5c2b-4c10-8bf0-8bd7c4c245f0","timestamp":"2026-08-25T06:06:05.335Z","tool_use_result":{"matches":["Monitor","TaskOutput"],"query":"select:Monitor,TaskOutput","total_deferred_tools":17}}}95{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"c90e4ac9-1418-40b3-909a-b651d5726e64","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}96{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxsRo2nctwiZEVYN75E","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Wqxu5Hqm3urtfynUKoTwbW","name":"Bash","input":{"command":"tail -8 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/b4u16hfdx.output; cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"sans coords :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NULL\"))\nprint(\"geocode_failed :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND geocode_failed=1\"))\nEOF","description":"Check geocoding results for new listings"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3364,"cache_read_input_tokens":57673,"cache_creation":{"ephemeral_5m_input_tokens":3364,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cc639143-bbd9-4323-853a-1296f3a34c0d"}}97{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Wqxu5Hqm3urtfynUKoTwbW","type":"tool_result","content":"[lou-ka] geocode-batch 200/405 (résolues 1281, échecs 213)\n[lou-ka] geocode-batch 400/405 (résolues 1886, échecs 365)\n[lou-ka] geocode-batch 405/405 (résolues 1902, échecs 365)\n[lou-ka] geocode-batch {'geocoded': 1902, 'failed': 365, 'batches': 3}\nsans coords : 484\ngeocode_failed : 364","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"4bcbf952-9ade-4ee0-afbf-0b2c7d961bdb","timestamp":"2026-08-25T06:06:14.795Z","tool_use_result":{"stdout":"[lou-ka] geocode-batch 200/405 (résolues 1281, échecs 213)\n[lou-ka] geocode-batch 400/405 (résolues 1886, échecs 365)\n[lou-ka] geocode-batch 405/405 (résolues 1902, échecs 365)\n[lou-ka] geocode-batch {'geocoded': 1902, 'failed': 365, 'batches': 3}\nsans coords : 484\ngeocode_failed : 364","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}98{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"90eed219-18a8-449a-b422-2b8dd1f122c6","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}99{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxt7roqNQBr4qqRg119","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":590,"cache_read_input_tokens":61037,"cache_creation":{"ephemeral_5m_input_tokens":590,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e37e1649-efdb-4b89-aac5-c3b09fd2ac99"}}100{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxt7roqNQBr4qqRg119","type":"message","role":"assistant","content":[{"type":"text","text":"Géocodage batch terminé : 1 902 résolues, 365 échecs. Il reste 484 nouvelles annonces sans coordonnées. Je regarde si le mode 1-par-1 peut en rattraper une partie."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":590,"cache_read_input_tokens":61037,"cache_creation":{"ephemeral_5m_input_tokens":590,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8c317d57-55ba-4261-9cb2-cedd9627a375"}}101{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxt7roqNQBr4qqRg119","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XYXfNE1Ly8MowA7Yt4icQU","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"geocode_failed\\|def run\\|def run_batch\" louka/geocode.py | head -20","description":"Inspect geocode retry logic"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":590,"cache_read_input_tokens":61037,"cache_creation":{"ephemeral_5m_input_tokens":590,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1637bd85-42e9-4927-8ac8-3653ac17b8a5"}}102{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XYXfNE1Ly8MowA7Yt4icQU","type":"tool_result","content":"9:# (bounding box par ville), sinon flag geocode_failed — jamais de\n216:def run(limit: int | None = None) -> dict:\n226: WHERE active=1 AND lat IS NULL AND address<>'' AND geocode_failed=0\n253: con.execute(\"UPDATE listings SET geocode_failed=1 WHERE uid=?\",\n275:def run_batch(limit: int | None = None) -> dict:\n286: AND address<>'' AND geocode_failed=0 ORDER BY address\"\"\").fetchall()\n356: con.execute(\"UPDATE listings SET geocode_failed=1 WHERE uid=?\", (uid,))","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7fdbe1d2-b7b3-4333-853a-3399dc8872e5","timestamp":"2026-08-25T06:06:23.765Z","tool_use_result":{"stdout":"9:# (bounding box par ville), sinon flag geocode_failed — jamais de\n216:def run(limit: int | None = None) -> dict:\n226: WHERE active=1 AND lat IS NULL AND address<>'' AND geocode_failed=0\n253: con.execute(\"UPDATE listings SET geocode_failed=1 WHERE uid=?\",\n275:def run_batch(limit: int | None = None) -> dict:\n286: AND address<>'' AND geocode_failed=0 ORDER BY address\"\"\").fetchall()\n356: con.execute(\"UPDATE listings SET geocode_failed=1 WHERE uid=?\", (uid,))","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}103{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"2ccf253a-2808-4c19-aed6-2f9baac77786","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}104{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxtnDtSXqNKFDCUhJ1L","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019ufRSaX5mUsaiFaESVfGWW","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nr = db.execute(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NULL AND address<>'' AND geocode_failed=0\", args).fetchone()[0]\nprint(\"restantes géocodables (adresse, pas d'échec) :\", r)\nr2 = db.execute(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NULL AND (address='' OR address IS NULL)\", args).fetchone()[0]\nprint(\"sans adresse du tout :\", r2)\nEOF","description":"Count remaining geocodable listings"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":624,"cache_read_input_tokens":61627,"cache_creation":{"ephemeral_5m_input_tokens":624,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"90d917c5-3a96-47a0-b285-0eec33b1f844"}}105{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019ufRSaX5mUsaiFaESVfGWW","type":"tool_result","content":"restantes géocodables (adresse, pas d'échec) : 1\nsans adresse du tout : 119","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8cb0d46d-ca8c-4a98-97ee-1076c6ceca95","timestamp":"2026-08-25T06:06:32.705Z","tool_use_result":{"stdout":"restantes géocodables (adresse, pas d'échec) : 1\nsans adresse du tout : 119","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}106{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"8211689a-7730-481d-b250-91431fcf6168","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}107{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxuSXVaLZv3WmhyKZWM","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":444,"cache_read_input_tokens":62251,"cache_creation":{"ephemeral_5m_input_tokens":444,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c4f9e0e7-8d0c-436e-a512-dbda5cbea047"}}108{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxuSXVaLZv3WmhyKZWM","type":"message","role":"assistant","content":[{"type":"text","text":"Géocodage terminé (le reste : 119 sans adresse, 364 adresses irrésolvables — normal). Je passe aux tuiles d'environnement OSM."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":444,"cache_read_input_tokens":62251,"cache_creation":{"ephemeral_5m_input_tokens":444,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"0553f0c4-ac1e-4fae-94c1-72a4e8f30f41"}}109{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxuSXVaLZv3WmhyKZWM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RDSG4WzVSPLT9csEENKj4h","name":"TodoWrite","input":{"todos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) pour les nouvelles zones","status":"in_progress","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"pending","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"pending","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"pending","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images des 3 685 nouvelles annonces","status":"in_progress","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":444,"cache_read_input_tokens":62251,"cache_creation":{"ephemeral_5m_input_tokens":444,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e6854fe6-4bd7-49ea-96fd-3ad0ec3fe90a"}}110{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RDSG4WzVSPLT9csEENKj4h","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"4ce3d05a-c26a-4f44-91ea-05d20b51a416","timestamp":"2026-08-25T06:06:46.867Z","tool_use_result":{"oldTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"in_progress","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) pour les nouvelles zones","status":"pending","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"pending","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"pending","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"pending","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images des 3 685 nouvelles annonces","status":"pending","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}],"newTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) pour les nouvelles zones","status":"in_progress","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"pending","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"pending","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"pending","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images des 3 685 nouvelles annonces","status":"in_progress","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}],"verificationNudgeNeeded":false}}}111{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"222e4f63-7760-40a7-b0ee-648d5c877cf0","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}112{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxvVFV1WnGt5LjyPAvq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011SDoshXBC3YX9x9xroX8zG","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py env 2>&1 | tail -10","description":"Compute OSM environment tiles for new areas","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":902,"cache_read_input_tokens":62695,"cache_creation":{"ephemeral_5m_input_tokens":902,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"2b473f01-54dc-431d-b23c-1dbf92dcc346"}}113{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bahi2dfme","tool_use_id":"toolu_011SDoshXBC3YX9x9xroX8zG","description":"Compute OSM environment tiles for new areas","task_type":"local_bash","uuid":"fe25b41c-3130-49ab-84ab-dc27cad9bb2c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}114{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011SDoshXBC3YX9x9xroX8zG","type":"tool_result","content":"Command running in background with ID: bahi2dfme. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bahi2dfme.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d0c7d1be-183b-4344-a0c4-978ed637e8f8","timestamp":"2026-08-25T06:06:54.978Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bahi2dfme"}}}115{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"015d0cf4-4f17-40a0-936e-45edd7790648","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}116{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxw6kfWryup1YgrVmfQ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":270,"cache_read_input_tokens":63597,"cache_creation":{"ephemeral_5m_input_tokens":270,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f5e84e2c-dc61-476f-a0b2-3295296713a1"}}117{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxw6kfWryup1YgrVmfQ","type":"message","role":"assistant","content":[{"type":"text","text":"Les tuiles OSM se calculent. En attendant, je lance l'enrichissement quartier (indépendant, écrit surtout dans quartier.db)."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":270,"cache_read_input_tokens":63597,"cache_creation":{"ephemeral_5m_input_tokens":270,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3e3ca17d-f7c9-4339-9508-f94b9a2f5d24"}}118{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxw6kfWryup1YgrVmfQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Fdq43KL8wvSs6TrHsEM6tv","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py quartier 2>&1 | tail -10","description":"Run quartier enrichment","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":270,"cache_read_input_tokens":63597,"cache_creation":{"ephemeral_5m_input_tokens":270,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b0ec413d-cc75-4744-a581-3a25ee6e65f1"}}119{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bbfxyl88h","tool_use_id":"toolu_01Fdq43KL8wvSs6TrHsEM6tv","description":"Run quartier enrichment","task_type":"local_bash","uuid":"cc183ea1-e9dc-4c42-9ac0-49c3833d01d0","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}120{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Fdq43KL8wvSs6TrHsEM6tv","type":"tool_result","content":"Command running in background with ID: bbfxyl88h. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bbfxyl88h.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"0033b3fd-dd37-4a90-b4c3-62354b0dc1ce","timestamp":"2026-08-25T06:07:07.370Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bbfxyl88h"}}}121{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ec5abfbe-d49a-4f86-bad1-6f8224a4dd85","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}122{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bbfxyl88h","patch":{"status":"completed","end_time":1787638029153},"uuid":"f0b55706-7b21-4799-bc9d-fc0394fc1d52","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}123{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNxwzhonoEaZtGpawd5d","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014RsBARu9TyGNz2JxiotoET","name":"TaskOutput","input":{"task_id":"bahi2dfme","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":687,"cache_read_input_tokens":63867,"cache_creation":{"ephemeral_5m_input_tokens":687,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"90d66375-bd23-47ff-9de2-8de6b80bfd60"}}124{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bahi2dfme","patch":{"status":"completed","end_time":1787638258693},"uuid":"60e0a15d-f55f-4362-99ec-9b25bff6a088","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}125{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014RsBARu9TyGNz2JxiotoET","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>bahi2dfme</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n ✗ tuile 94,-144 : Overpass indisponible\n ✗ tuile 94,-124 : Overpass indisponible\n ✗ tuile 96,-156 : Overpass indisponible\n ✗ tuile 96,-145 : Overpass indisponible\n ✗ tuile 97,-159 : Overpass indisponible\n ✗ tuile 98,-154 : Overpass indisponible\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 0, 'echecs': 6}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ef8157fd-2f94-4a71-a04a-69863548d25e","timestamp":"2026-08-25T06:10:58.750Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"bahi2dfme","task_type":"local_bash","status":"completed","description":"Compute OSM environment tiles for new areas","output":" ✗ tuile 94,-144 : Overpass indisponible\n ✗ tuile 94,-124 : Overpass indisponible\n ✗ tuile 96,-156 : Overpass indisponible\n ✗ tuile 96,-145 : Overpass indisponible\n ✗ tuile 97,-159 : Overpass indisponible\n ✗ tuile 98,-154 : Overpass indisponible\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 0, 'echecs': 6}\n","exitCode":0}}}}126{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"fb0c0807-a270-4ee2-a9b6-8fbd362c0373","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}127{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyF3xVV3MJtyV72e6eM","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":972,"cache_read_input_tokens":64554,"cache_creation":{"ephemeral_5m_input_tokens":972,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3cd279f4-5075-4194-b219-8a389ef95d52"}}128{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyF3xVV3MJtyV72e6eM","type":"message","role":"assistant","content":[{"type":"text","text":"6 tuiles ont échoué (Overpass indisponible) — je réessaie, puis vérifie le résultat quartier."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":972,"cache_read_input_tokens":64554,"cache_creation":{"ephemeral_5m_input_tokens":972,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"192f8d5c-2c16-4394-973a-ebb6472274fa"}}129{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyF3xVV3MJtyV72e6eM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MtaGCHJzXJ7neBstN4CMw7","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py env 2>&1 | tail -5; tail -5 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bbfxyl88h.output","description":"Retry failed OSM tiles and check quartier output","timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":972,"cache_read_input_tokens":64554,"cache_creation":{"ephemeral_5m_input_tokens":972,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ad654e21-901d-4e17-aca6-618bb9a95720"}}130{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b7l2tquq3","tool_use_id":"toolu_01MtaGCHJzXJ7neBstN4CMw7","description":"Retry failed OSM tiles and check quartier output","task_type":"local_bash","uuid":"1cfd5484-785d-4dd6-bef0-393b9b98a9fc","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}131{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bx5ivqbdd","patch":{"status":"completed","end_time":1787638446287},"uuid":"4b0455cd-fc8b-4605-8164-5bfb4ac7f8ca","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}132{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"b7l2tquq3","tool_use_id":"toolu_01MtaGCHJzXJ7neBstN4CMw7","status":"completed","output_file":"","summary":"Retry failed OSM tiles and check quartier output","uuid":"a5072b88-64f8-4438-9549-553e48cd49b7","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}133{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MtaGCHJzXJ7neBstN4CMw7","type":"tool_result","content":" ✗ tuile 96,-156 : Overpass indisponible\n ✗ tuile 96,-145 : Overpass indisponible\n ✗ tuile 97,-159 : Overpass indisponible\n ✗ tuile 98,-154 : Overpass indisponible\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 0, 'echecs': 6}\n[lou-ka] quartier {'enriched': 3204, 'hors_zone': 0, 'candidats': 3204}","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"93260fb2-2092-41df-9ac2-554de366d0b2","timestamp":"2026-08-25T06:17:07.214Z","tool_use_result":{"stdout":" ✗ tuile 96,-156 : Overpass indisponible\n ✗ tuile 96,-145 : Overpass indisponible\n ✗ tuile 97,-159 : Overpass indisponible\n ✗ tuile 98,-154 : Overpass indisponible\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 0, 'echecs': 6}\n[lou-ka] quartier {'enriched': 3204, 'hors_zone': 0, 'candidats': 3204}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}134{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"3e3b852f-189c-4852-8c7d-0067db141fa0","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}135{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyiDwWs4vY9upnXPLRY","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAISpQUKpwEIERgCKkC2GBitCYqw1PYS9PaAb9wQoZKNpCdwkdiKvYl6VheuHlOCpKQ8DHjJzJ2EpVkKTHl7k/r5FQ+HasXNnQ+aAx3+Mg5jbGF1ZGUtZmFibGUtNTgBQgh0aGlua2luZ1okNmZjYzhmODMtMWY5Yy00ZDMzLWJhMDctNGQ0ZGYzN2Q2N2Y1chCLToDU25FEmjjVqZecraU5iAEBqAHq5rTUBrABAhIMCXfOOZ6PQMRTs2B0GgxxIu9ONvwKG5Oh13IiMNA7jlyMDsUCDVD/wE8P1hNFvhJQDNYJCPQYiF1fWkoopc/OvYT7w8xLjUGcLEcf8CqqA7Bzmhfb6Gx03FtF406VdHAxiRkjDNsDCJoTaaCRj0koQH+jMvsF1NMTqvYFgsxoY32pLOW0PVMDGoRP1YWWKPByvXfxBqQU9D7jkL/p35dKrW+z91scdCuByaPtxKnrdUAU9kkOBuBCx8D8C1TbeoAT6ocnlO7YC602+13+lNm2Rvrelno6igGhUsT2m53BJDbCpfZykeOVFjvnLJvtOp7umHUCJWH7vAP9sO232xtU+yin5cIRy6YdFCYEhWp5FeWNi/x9PouuHeLd3lBAcbtbFVFaG99nxkED83yBK4FPVGSMYO4/X/zkem3JmicXcHFdENDXJHespCWPe/iCkCOuiznZqp0ImOqtjnTq9LIP+wlqxu7RXykLUEMkWUIB2JjsU1iaYMTDfsASzjOyoxGluojla5aE+c79bZIDF9rpSne/MR6UG6DPR70vVZVNqvYIqi7WggNwtbGJkaGlPZK351WC5DLk7rpyo55Vx/ESFXj9KNiuW1gmcmIZnWSG7uxyHDHMIdehydHJPq45aaLVoVmO65qz7JIXkTEgchc5ubxwDeQg0Fd6NhgB"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":50132,"cache_read_input_tokens":16221,"cache_creation":{"ephemeral_5m_input_tokens":50132,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e5cfa451-cdad-4fb0-8018-3ca611567e81"}}136{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyiDwWs4vY9upnXPLRY","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QdH7ckKTypFhETEZ1yBsEw","name":"Bash","input":{"command":"tail -6 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bx5ivqbdd.output; cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"images_ok NULL restants :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND images_ok IS NULL\"))\nEOF","description":"Check image audit 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Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d8fbdbbe-c819-462a-9e0e-690f1a1926fb","timestamp":"2026-08-25T06:17:52.605Z","tool_use_result":{"oldTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) pour les nouvelles zones","status":"in_progress","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"pending","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"pending","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"pending","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images des 3 685 nouvelles annonces","status":"in_progress","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}],"newTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) — 6 tuiles Overpass à réessayer en fin","status":"pending","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"completed","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"in_progress","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"completed","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images des 3 685 nouvelles annonces","status":"in_progress","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}],"verificationNudgeNeeded":false}}}157{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"e8d02d9d-7eec-4eb3-b1c1-fa151005e389","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}158{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNymZRsM4UxH3BXaECsb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MA7cy8c86fLVMeHWdy4X6D","name":"Bash","input":{"command":"tail -3 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bjjx4nxyb.output; cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nprint(\"images_ok NULL restants :\", db.execute(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND images_ok IS NULL\", tuple(new)).fetchone()[0])\nEOF","description":"Check second image audit pass results"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1107,"cache_read_input_tokens":69400,"cache_creation":{"ephemeral_5m_input_tokens":1107,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a9b5d278-6c53-4ed0-836c-5c5514e47afb"}}159{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MA7cy8c86fLVMeHWdy4X6D","type":"tool_result","content":"[lou-ka] imgcheck: {'listings': 42, 'urls_verifiees': 297, 'dead': 0, 'small': 0, 'dup': 0, 'placeholder': 0, 'galeries_videes': 0}\nimages_ok NULL restants : 922","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"901ab84f-08ac-49a2-bfb3-82d0c4fb3059","timestamp":"2026-08-25T06:18:01.154Z","tool_use_result":{"stdout":"[lou-ka] imgcheck: {'listings': 42, 'urls_verifiees': 297, 'dead': 0, 'small': 0, 'dup': 0, 'placeholder': 0, 'galeries_videes': 0}\nimages_ok NULL restants : 922","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}160{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNymZRsM4UxH3BXaECsb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01YTkjemjMhtah9ap3Qhcdud","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py poi 2>&1 | tail -5","description":"Compute proximity POIs","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1107,"cache_read_input_tokens":69400,"cache_creation":{"ephemeral_5m_input_tokens":1107,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fb6762a0-2b6c-4571-9dce-105d830998c0"}}161{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bmm4dx6h4","tool_use_id":"toolu_01YTkjemjMhtah9ap3Qhcdud","description":"Compute proximity POIs","task_type":"local_bash","uuid":"3e49ec06-795b-4296-9b54-eaffe2138bd1","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}162{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YTkjemjMhtah9ap3Qhcdud","type":"tool_result","content":"Command running in background with ID: bmm4dx6h4. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bmm4dx6h4.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b0ae2142-40c9-47fd-812c-fe1325ea628c","timestamp":"2026-08-25T06:18:01.234Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bmm4dx6h4"}}}163{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"a7c47b7a-293b-4d12-b158-8e9e0a1003ef","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}164{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNynCNsNRy8dB26iCzFZ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAIS5AMKpwEIERgCKkBhdyNaTNgRAtB5dXo6XfAQssqaLWzwaEXJyCwZOEFxWTJTZ4hIejWONUf8Wp1QQ1KnEAcwRgmBRD3Sb7cuTUOnMg5jbGF1ZGUtZmFibGUtNTgBQgh0aGlua2luZ1okNmZjYzhmODMtMWY5Yy00ZDMzLWJhMDctNGQ0ZGYzN2Q2N2Y1chCLToDU25FEmjjVqZecraU5iAEBqAGg57TUBrABAhIMC/FtfZbfdX25lGJMGgxDQNoZndk3Ewabch8iMGfXUTCzKlNAM58XzNQEgdV8ez+8OX8RfXz0dVbcMgFLfNrchi86RRp4FOmh4+PP/CrpASeH6l71twz1jRUSnf7aVBdgnKJltVKA42igGBkDkUiMJLJtj7jimRSjKiWSbL9BEIwwvlJPmDy3cqdtBIXbb5pWVexBmUEV6Gq/3i2IxgZ4kv3keDAGWwGz3ReeNUb782Fk46htTjEOF/9ppMEagap1Syd9hwI1806/5foN93hk8589tob5ELt17c6XAdUL2VirIMHnqEcZL8xBNyjqKb+/7f2gu3/wzNgENCPs5SNfOMrwcAPIN6xt+e9ThUgFoCR8X6rWSY0BSgLyd9OTXQg8+rKmQgUavvyn8Rq/VLzHw4WddytTKNMTGAE="}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":762,"cache_read_input_tokens":70507,"cache_creation":{"ephemeral_5m_input_tokens":762,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"04315153-c2e9-4196-9f06-4c288d4b6847"}}165{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNynCNsNRy8dB26iCzFZ","type":"message","role":"assistant","content":[{"type":"text","text":"Le 2ᵉ passage n'a traité que 42 annonces — 922 nouvelles restent sans audit. Je regarde le critère de sélection d'imgcheck."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":762,"cache_read_input_tokens":70507,"cache_creation":{"ephemeral_5m_input_tokens":762,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"44a88bba-8adb-4fe6-871b-542da7331ad7"}}166{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNynCNsNRy8dB26iCzFZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CVSB2SqRLp8vSAHQFgZYQK","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"SELECT\\|WHERE\\|ORDER\" louka/imgcheck.py | head -15","description":"Inspect imgcheck selection query"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":762,"cache_read_input_tokens":70507,"cache_creation":{"ephemeral_5m_input_tokens":762,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ebd3a7f1-df5e-45e4-90cd-34b1ff966a2d"}}167{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CVSB2SqRLp8vSAHQFgZYQK","type":"tool_result","content":"113: \"SELECT source, COUNT(*) n FROM listings WHERE active=1 GROUP BY source\")}\n115: \"\"\"SELECT l.source s, c.sha1 h, COUNT(DISTINCT l.uid) n,\n120: WHERE l.active=1 AND c.sha1 IS NOT NULL AND c.status='ok'\n141: sql = (\"SELECT uid, source, images FROM listings\"\n142: \" WHERE active=1 AND published=1 AND img_audit IS NULL\"\n148: sql += \" ORDER BY last_seen DESC LIMIT ?\"\n171: f\"SELECT * FROM image_checks WHERE url IN ({q})\", chunk):\n238: \"UPDATE listings SET images_ok=?, img_audit=? WHERE uid=?\",","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"85c787f7-ab8a-4fd1-9557-895e43956f72","timestamp":"2026-08-25T06:18:09.351Z","tool_use_result":{"stdout":"113: \"SELECT source, COUNT(*) n FROM listings WHERE active=1 GROUP BY source\")}\n115: \"\"\"SELECT l.source s, c.sha1 h, COUNT(DISTINCT l.uid) n,\n120: WHERE l.active=1 AND c.sha1 IS NOT NULL AND c.status='ok'\n141: sql = (\"SELECT uid, source, images FROM listings\"\n142: \" WHERE active=1 AND published=1 AND img_audit IS NULL\"\n148: sql += \" ORDER BY last_seen DESC LIMIT ?\"\n171: f\"SELECT * FROM image_checks WHERE url IN ({q})\", chunk):\n238: \"UPDATE listings SET images_ok=?, img_audit=? WHERE uid=?\",","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}168{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"1406d9e3-5ae9-4e3c-9234-92e37a6c413b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}169{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNynnu23LckKE2qto7BP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":543,"cache_read_input_tokens":71269,"cache_creation":{"ephemeral_5m_input_tokens":543,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c141abbf-4ddc-44e6-8012-fc5afa425619"}}170{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNynnu23LckKE2qto7BP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BP5piQPBZwLUq4tifepUcx","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"publiées sans audit :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND published=1 AND img_audit IS NULL\"))\nprint(\"non publiées (pas auditées par design) :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND published=0\"))\nEOF","description":"Breakdown of unaudited listings by publication"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":543,"cache_read_input_tokens":71269,"cache_creation":{"ephemeral_5m_input_tokens":543,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"dfeb8322-f9f2-4879-9070-ccd0e8e15784"}}171{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BP5piQPBZwLUq4tifepUcx","type":"tool_result","content":"publiées sans audit : 133\nnon publiées (pas auditées par design) : 789","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f89044af-530b-4474-9cb6-a5abbdbece37","timestamp":"2026-08-25T06:18:18.987Z","tool_use_result":{"stdout":"publiées sans audit : 133\nnon publiées (pas auditées par design) : 789","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}172{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"5a484c96-b5cf-4edc-80cf-410956e74509","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}173{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyoWLe4tS6g2QMwmDmJ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":531,"cache_read_input_tokens":71812,"cache_creation":{"ephemeral_5m_input_tokens":531,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"089a03c0-75f4-471d-8645-145791c2aeed"}}174{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNyoWLe4tS6g2QMwmDmJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01W8HbezpE8kphsbBkeyoTmw","name":"Bash","input":{"command":"cd ~/apps/lou-ka && sed -n 138,150p louka/imgcheck.py && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"133 sans audit dont images vides :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND published=1 AND img_audit IS NULL AND (images IS NULL OR images='' OR images='[]')\"))\nEOF","description":"Check imgcheck filter and empty-image listings"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":531,"cache_read_input_tokens":71812,"cache_creation":{"ephemeral_5m_input_tokens":531,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ee5c7138-e922-4833-bdb6-aa5c36fdf34a"}}175{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01W8HbezpE8kphsbBkeyoTmw","type":"tool_result","content":" from . import db\n con = db.connect()\n now = time.time()\n sql = (\"SELECT uid, source, images FROM listings\"\n \" WHERE active=1 AND published=1 AND img_audit IS NULL\"\n \" AND images IS NOT NULL AND images NOT IN ('[]','null')\")\n args: list = []\n if source:\n sql += \" AND source=?\"\n args.append(source)\n sql += \" ORDER BY last_seen DESC LIMIT ?\"\n args.append(limit_listings)\n listings = con.execute(sql, args).fetchall()\n133 sans audit dont images vides : 133","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c246d5aa-afd1-40e9-aa05-e725140afc24","timestamp":"2026-08-25T06:18:31.949Z","tool_use_result":{"stdout":" from . import db\n con = db.connect()\n now = time.time()\n sql = (\"SELECT uid, source, images FROM listings\"\n \" WHERE active=1 AND published=1 AND img_audit IS NULL\"\n \" AND images IS NOT NULL AND images NOT IN ('[]','null')\")\n args: list = []\n if source:\n sql += \" AND source=?\"\n args.append(source)\n sql += \" ORDER BY last_seen DESC LIMIT ?\"\n args.append(limit_listings)\n listings = con.execute(sql, args).fetchall()\n133 sans audit dont images vides : 133","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}176{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"6bc08719-f445-43a5-b919-8e82d5590fe2","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}177{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNypUexcdYCprSD3kfSv","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":876,"cache_read_input_tokens":72343,"cache_creation":{"ephemeral_5m_input_tokens":876,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"68b84dda-cdee-4d54-bf5a-8c7da6a6f552"}}178{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNypUexcdYCprSD3kfSv","type":"message","role":"assistant","content":[{"type":"text","text":"Audit images complet : les 133 restantes n'ont pas de galerie (exclues par design), les 789 non publiées ne sont pas auditées par design. J'attends la fin des POI."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":876,"cache_read_input_tokens":72343,"cache_creation":{"ephemeral_5m_input_tokens":876,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1e82d9ba-c50d-4969-8326-be28559c9031"}}179{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNypUexcdYCprSD3kfSv","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Tj7Rd1nB1Pm2fMc41sCTCz","name":"TaskOutput","input":{"task_id":"bmm4dx6h4","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":876,"cache_read_input_tokens":72343,"cache_creation":{"ephemeral_5m_input_tokens":876,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"27ad58b1-f206-4d53-9a56-08c58947d84d"}}180{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Tj7Rd1nB1Pm2fMc41sCTCz","type":"tool_result","content":"<retrieval_status>timeout</retrieval_status>\n\n<task_id>bmm4dx6h4</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>running</status>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e6ea3ef6-bd16-484e-a0a7-2a6a07054feb","timestamp":"2026-08-25T06:28:40.517Z","tool_use_result":{"retrieval_status":"timeout","task":{"task_id":"bmm4dx6h4","task_type":"local_bash","status":"running","description":"Compute proximity POIs","output":"","exitCode":null}}}}181{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"b102ba5c-76f6-4c4b-87a3-bf80b714368c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}182{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzbLED1zeqVt2mXpEiD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01An5ecadjFLCfM4cX8kCivf","name":"Bash","input":{"command":"tail -5 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bmm4dx6h4.output","description":"Check POI job progress"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":57303,"cache_read_input_tokens":16221,"cache_creation":{"ephemeral_5m_input_tokens":57303,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"07842b4b-d5b0-4fd4-bc6e-f7b943a0d2cd"}}183{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01An5ecadjFLCfM4cX8kCivf","type":"tool_result","content":"(Bash completed with no output)","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"04501ae1-f488-4865-bc90-2a5baf8c3b57","timestamp":"2026-08-25T06:28:46.615Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}184{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"44293e03-2792-4362-8fa4-91308e3bfd28","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}185{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzbmTkakcZGygkkWJvi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WgwbvexPexqLhYhXKBzzRA","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"def run\" louka/poi.py | head -3 && sed -n \"$(grep -n 'def run' louka/poi.py | head -1 | cut -d: -f1),+30p\" louka/poi.py","description":"Inspect poi.run behavior"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":169,"cache_read_input_tokens":73524,"cache_creation":{"ephemeral_5m_input_tokens":169,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fc3c244d-55d7-4eb6-b33d-c9ace275fd28"}}186{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WgwbvexPexqLhYhXKBzzRA","type":"tool_result","content":"188:def run(limit: int | None = None) -> dict:\ndef run(limit: int | None = None) -> dict:\n \"\"\"Remplit poi_cache pour les immeubles géolocalisés qui n'y sont pas.\n\n `limit` borne le nombre de requêtes Overpass de cette exécution\n (les entrées déjà en cache ne coûtent rien).\n \"\"\"\n con = db.connect()\n client = PoiClient()\n rows = con.execute(\n \"\"\"SELECT DISTINCT ROUND(lat,4) la, ROUND(lng,4) ln FROM listings\n WHERE active=1 AND lat IS NOT NULL AND lng IS NOT NULL\"\"\").fetchall()\n\n now = time.time()\n a_faire: list[tuple[float, float]] = []\n skipped = 0\n for r in rows:\n cached = con.execute(\n \"SELECT ts FROM poi_cache WHERE coord_key=?\",\n (f\"{r['la']},{r['ln']}\",)).fetchone()\n if cached and now - (cached[\"ts\"] or 0) < REFRESH_AFTER:\n skipped += 1\n else:\n a_faire.append((r[\"la\"], r[\"ln\"]))\n if limit is not None:\n a_faire = a_faire[:limit]\n\n # 1) télécharger les POI des tuiles nécessaires (une requête par tuile)\n tuiles = sorted({_tile_of(la, ln) for la, ln in a_faire})\n pois_by_tile: dict[tuple[int, int], dict[str, list[dict]]] = {}\n tile_errors = []\n for t in tuiles:","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6affaa3b-dd16-4164-9e62-9f5a0ae00e6e","timestamp":"2026-08-25T06:28:52.142Z","tool_use_result":{"stdout":"188:def run(limit: int | None = None) -> dict:\ndef run(limit: int | None = None) -> dict:\n \"\"\"Remplit poi_cache pour les immeubles géolocalisés qui n'y sont pas.\n\n `limit` borne le nombre de requêtes Overpass de cette exécution\n (les entrées déjà en cache ne coûtent rien).\n \"\"\"\n con = db.connect()\n client = PoiClient()\n rows = con.execute(\n \"\"\"SELECT DISTINCT ROUND(lat,4) la, ROUND(lng,4) ln FROM listings\n WHERE active=1 AND lat IS NOT NULL AND lng IS NOT NULL\"\"\").fetchall()\n\n now = time.time()\n a_faire: list[tuple[float, float]] = []\n skipped = 0\n for r in rows:\n cached = con.execute(\n \"SELECT ts FROM poi_cache WHERE coord_key=?\",\n (f\"{r['la']},{r['ln']}\",)).fetchone()\n if cached and now - (cached[\"ts\"] or 0) < REFRESH_AFTER:\n skipped += 1\n else:\n a_faire.append((r[\"la\"], r[\"ln\"]))\n if limit is not None:\n a_faire = a_faire[:limit]\n\n # 1) télécharger les POI des tuiles nécessaires (une requête par tuile)\n tuiles = sorted({_tile_of(la, ln) for la, ln in a_faire})\n pois_by_tile: dict[tuple[int, int], dict[str, list[dict]]] = {}\n tile_errors = []\n for t in tuiles:","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}187{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"4dc623b4-3d3f-4fe9-8a0d-55b8052095c2","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}188{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzcBW7iGV9DaE5CqskJ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1138,"cache_read_input_tokens":73693,"cache_creation":{"ephemeral_5m_input_tokens":1138,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"97de02d2-bc45-4bd8-97d7-f505a7544663"}}189{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzcBW7iGV9DaE5CqskJ","type":"message","role":"assistant","content":[{"type":"text","text":"Les POI tournent (requêtes Overpass par tuile, ça peut être long). En parallèle, je lance le rollup des immeubles."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1138,"cache_read_input_tokens":73693,"cache_creation":{"ephemeral_5m_input_tokens":1138,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"26ccce5b-b2cd-413d-887a-fee4faacbf62"}}190{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzcBW7iGV9DaE5CqskJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UcyoMSmnfw5114MmXUGWG6","name":"TodoWrite","input":{"todos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) — 6 tuiles Overpass à réessayer en fin","status":"pending","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"completed","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"in_progress","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"completed","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"in_progress","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"pending","activeForm":"Calcul de la juste valeur"},{"content":"Audit images (complet — restantes sans galerie ou non publiées)","status":"completed","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"pending","activeForm":"Recalcul quality"},{"content":"Vérifier couverture finale + healthcheck + commit/push","status":"pending","activeForm":"Vérification finale et commit"}]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1138,"cache_read_input_tokens":73693,"cache_creation":{"ephemeral_5m_input_tokens":1138,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c4eae5bf-31e0-4cb7-8d6f-d3d3b77581f1"}}191{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UcyoMSmnfw5114MmXUGWG6","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"40192073-d6b6-404a-9e1c-0a78012669ae","timestamp":"2026-08-25T06:29:03.802Z","tool_use_result":{"oldTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Environnement OSM (tuiles) — 6 tuiles Overpass à réessayer en fin","status":"pending","activeForm":"Calcul des tuiles environnement OSM"},{"content":"KA Scores incrémentaux","status":"completed","activeForm":"Calcul des KA Scores"},{"content":"POI de proximité","status":"in_progress","activeForm":"Calcul des POI"},{"content":"Enrichissement quartier","status":"completed","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"pending","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative 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immeubles fait (3 792 clés). Je passe quality (la publication peut changer après géocodage + audit images), puis fairvalue."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":177,"cache_read_input_tokens":75687,"cache_creation":{"ephemeral_5m_input_tokens":177,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a140ad8e-dc90-41e7-882b-eb650bd385d2"}}198{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzdZN3PKqTZFmRaRa1f","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0182TLTVGFdqaFHQLtgcaUQF","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py quality 2>&1 | tail -5","description":"Recompute quality/publication","timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":177,"cache_read_input_tokens":75687,"cache_creation":{"ephemeral_5m_input_tokens":177,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"03021492-1f8a-4a36-8ef0-b14f6a775855"}}199{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0182TLTVGFdqaFHQLtgcaUQF","type":"tool_result","content":"[lou-ka] quality: {'evaluees': 64650, 'publiees': 62670, 'quarantaine': 1980}","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"eadcac7c-05f9-4b29-8156-264a02193927","timestamp":"2026-08-25T06:29:22.034Z","tool_use_result":{"stdout":"[lou-ka] quality: {'evaluees': 64650, 'publiees': 62670, 'quarantaine': 1980}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}200{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"f438185b-a285-4595-a127-9b819c99e9cc","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}201{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzeP1ieWwDeL3SY3SeM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016PJ8whY2cYAJefGojkMMEw","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py fairvalue 2>&1 | tail -5","description":"Compute fair rental value for published listings","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":406,"cache_read_input_tokens":75864,"cache_creation":{"ephemeral_5m_input_tokens":406,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d210bbcd-697b-4fa6-bebc-a9a2ea6d1d81"}}202{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b90rg0oaz","tool_use_id":"toolu_016PJ8whY2cYAJefGojkMMEw","description":"Compute fair rental value for published listings","task_type":"local_bash","uuid":"3ea458bb-d602-4510-8560-730359b8ceba","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}203{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016PJ8whY2cYAJefGojkMMEw","type":"tool_result","content":"Command running in background with ID: b90rg0oaz. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/b90rg0oaz.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"0a9961d1-8550-4361-b757-23946b1dafed","timestamp":"2026-08-25T06:29:26.946Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"b90rg0oaz"}}}204{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"2fb69acc-1e96-4530-af4c-e5f9097fdb44","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}205{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzekATXA4dsdawetb2D","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PUoVSz8PouzLkaE5vfJcE6","name":"TaskOutput","input":{"task_id":"b90rg0oaz","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":273,"cache_read_input_tokens":76270,"cache_creation":{"ephemeral_5m_input_tokens":273,"ephemeral_1h_input_tokens":0},"output_tokens":23,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"80f4bd5b-d4b4-4e00-841e-8931ee9feac8"}}206{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"b90rg0oaz","patch":{"status":"completed","end_time":1787639382614},"uuid":"c3190e75-fef6-4e56-bc9d-e7edf7bc28dd","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}207{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PUoVSz8PouzLkaE5vfJcE6","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>b90rg0oaz</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n[lou-ka] fairvalue: 48407 estimées (982 segments) en 15.6s — sous 11585 / marché 18915 / sur 11157 / sans verdict 6750\n[lou-ka] fairvalue coefs: {'meuble': 1.091, 'chauffage': 1.124, 'electricite': 1.134, 'stationnement': 1.213, 'climatisation': 1.058, 'balcon': 1.072, 'ascenseur': 1.067, 'piscine': 1.074, 'lave_vaisselle': 1.111}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5122409e-f0c9-47e0-a107-7196479f5558","timestamp":"2026-08-25T06:29:42.620Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"b90rg0oaz","task_type":"local_bash","status":"completed","description":"Compute fair rental value for published listings","output":"[lou-ka] fairvalue: 48407 estimées (982 segments) en 15.6s — sous 11585 / marché 18915 / sur 11157 / sans verdict 6750\n[lou-ka] fairvalue coefs: {'meuble': 1.091, 'chauffage': 1.124, 'electricite': 1.134, 'stationnement': 1.213, 'climatisation': 1.058, 'balcon': 1.072, 'ascenseur': 1.067, 'piscine': 1.074, 'lave_vaisselle': 1.111}\n","exitCode":0}}}}208{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"a0a05ca0-234f-4972-9571-4364d7d7ae0c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}209{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzfuUpMPJ27NfwuFnwo","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":679,"cache_read_input_tokens":76543,"cache_creation":{"ephemeral_5m_input_tokens":679,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"52d99571-544e-4088-a3f6-35630e93bea9"}}210{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzfuUpMPJ27NfwuFnwo","type":"message","role":"assistant","content":[{"type":"text","text":"Juste valeur recalculée (48 407 estimations). Je vérifie l'avancement des POI et je réessaie les 6 tuiles Overpass."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":679,"cache_read_input_tokens":76543,"cache_creation":{"ephemeral_5m_input_tokens":679,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"308656e1-e6fe-49be-8ad7-6dc252078e43"}}211{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeNzfuUpMPJ27NfwuFnwo","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UcbLwpypNDtU3ixUgCLCEG","name":"Bash","input":{"command":"tail -5 /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bmm4dx6h4.output; cd ~/apps/lou-ka && .venv/bin/python run.py env 2>&1 | tail -3","description":"Check POI progress and retry env tiles","timeout":300000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":679,"cache_read_input_tokens":76543,"cache_creation":{"ephemeral_5m_input_tokens":679,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5545c202-a5c8-4f34-add2-d9fc0741af3d"}}212{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"boila33qh","tool_use_id":"toolu_01UcbLwpypNDtU3ixUgCLCEG","description":"Check POI progress and retry env tiles","task_type":"local_bash","uuid":"93ac4b03-de76-44d7-aa3d-1b6a21e8fcfa","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}213{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"boila33qh","patch":{"is_backgrounded":true},"uuid":"bd93336e-f5e1-4003-a779-79f5d6a9721d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}214{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UcbLwpypNDtU3ixUgCLCEG","type":"tool_result","content":"Command running in background with ID: boila33qh. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/boila33qh.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d497b12c-8c5a-4656-ba68-08798e394f38","timestamp":"2026-08-25T06:34:51.710Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"boila33qh","assistantAutoBackgrounded":false}}}215{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"dc80a9c7-1b19-4149-9f1f-4afa4afe802c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}216{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP14gsgfso5JzxBDa4my","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":438,"cache_read_input_tokens":77222,"cache_creation":{"ephemeral_5m_input_tokens":438,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"69d47c83-6f79-4d36-af99-a7428179743f"}}217{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP14gsgfso5JzxBDa4my","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016YuGw2SfduNaeFpJR8VCud","name":"TaskOutput","input":{"task_id":"boila33qh","block":true,"timeout":300000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":438,"cache_read_input_tokens":77222,"cache_creation":{"ephemeral_5m_input_tokens":438,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7f4cdb3b-0407-4212-8dfb-7d6149e23ae9"}}218{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"boila33qh","patch":{"status":"completed","end_time":1787639739452},"uuid":"8c6374a0-043c-4c2b-9a7e-6142958bac2d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}219{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016YuGw2SfduNaeFpJR8VCud","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>boila33qh</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n ✗ tuile 98,-154 : Overpass indisponible\n ✗ tuile 98,-138 : Overpass indisponible\n{'tuiles': 92, 'fraiches': 85, 'telechargees': 0, 'echecs': 7}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"36c5f8b5-e52a-4a83-8eea-be8d59a6a87b","timestamp":"2026-08-25T06:35:39.478Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"boila33qh","task_type":"local_bash","status":"completed","description":"Check POI progress and retry env tiles","output":" ✗ tuile 98,-154 : Overpass indisponible\n ✗ tuile 98,-138 : Overpass indisponible\n{'tuiles': 92, 'fraiches': 85, 'telechargees': 0, 'echecs': 7}\n","exitCode":0}}}}220{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"d703c485-4e2c-40d4-bacf-5cc4f168bbb9","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}221{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP18DmPExVFcrnMsfEB6","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":694,"cache_read_input_tokens":77660,"cache_creation":{"ephemeral_5m_input_tokens":694,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fe4d780b-4661-44e2-88ae-a4481e357953"}}222{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP18DmPExVFcrnMsfEB6","type":"message","role":"assistant","content":[{"type":"text","text":"Overpass 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J'attends la fin du job POI."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":153,"cache_read_input_tokens":80568,"cache_creation":{"ephemeral_5m_input_tokens":153,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"19464064-7887-474a-8aac-51db9555abf8"}}236{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1Aiu93xov7S6DPDck2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018B5de5S4npTiUESSGHbHKc","name":"TaskOutput","input":{"task_id":"bmm4dx6h4","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":153,"cache_read_input_tokens":80568,"cache_creation":{"ephemeral_5m_input_tokens":153,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a2ff6209-c1d8-4b45-b0d5-f851c55d983c"}}237{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018B5de5S4npTiUESSGHbHKc","type":"tool_result","content":"<retrieval_status>timeout</retrieval_status>\n\n<task_id>bmm4dx6h4</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>running</status>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d3616d46-2439-49ec-b566-c3bb42c47152","timestamp":"2026-08-25T06:46:20.202Z","tool_use_result":{"retrieval_status":"timeout","task":{"task_id":"bmm4dx6h4","task_type":"local_bash","status":"running","description":"Compute proximity POIs","output":"","exitCode":null}}}}238{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"37acc6f8-a3e0-47d1-a4c5-52a730e3bf07","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}239{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1wU2gntL2EbxnbE3EG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01GJZqx9rBAW73Ahx6sPuP9N","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3, time\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"poi couverts (nouvelles) :\", q(f\"SELECT COUNT(*) FROM listings l JOIN poi_cache p ON p.coord_key=ROUND(l.lat,4)||','||ROUND(l.lng,4) WHERE l.source IN ({ph}) AND l.active=1\"))\nrow = db.execute(\"SELECT COUNT(*), MAX(ts) FROM poi_cache\").fetchone()\nprint(\"poi_cache total :\", row[0], \"— dernier ajout il y a\", round(time.time()-(row[1] or 0)), \"s\")\nEOF","description":"Check POI cache progress"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":80999,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":80999,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a17a4e32-9940-42c9-9a2a-57b486a18250"}}240{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GJZqx9rBAW73Ahx6sPuP9N","type":"tool_result","content":"poi couverts (nouvelles) : 179\npoi_cache total : 6363 — dernier ajout il y a 140950 s","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8b313c51-68e4-40be-8f5e-d8423310f0aa","timestamp":"2026-08-25T06:46:29.816Z","tool_use_result":{"stdout":"poi couverts (nouvelles) : 179\npoi_cache total : 6363 — dernier ajout il y a 140950 s","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}241{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"9fac332c-d17c-4f0c-be03-187c541d92af","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}242{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1x9DsVQWGwV2JbDimA","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":467,"cache_read_input_tokens":80999,"cache_creation":{"ephemeral_5m_input_tokens":467,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"95bd2da2-714f-4dad-8cba-05e8eecdb1a6"}}243{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1x9DsVQWGwV2JbDimA","type":"message","role":"assistant","content":[{"type":"text","text":"Le job POI n'a encore rien écrit — il bute sur Overpass (en panne). Je vérifie quel endpoint est utilisé et s'il répond."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":467,"cache_read_input_tokens":80999,"cache_creation":{"ephemeral_5m_input_tokens":467,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"40a59785-e9cf-46b0-8333-24fad4d5d773"}}244{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1x9DsVQWGwV2JbDimA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NTmxjfX8uW7fURkjyjKCgP","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"overpass\\|OVERPASS\\|http\" louka/poi.py louka/environment.py | grep -i \"http\" | head -10","description":"Find Overpass endpoints used"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":467,"cache_read_input_tokens":80999,"cache_creation":{"ephemeral_5m_input_tokens":467,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"4ae29680-5321-40ea-93c1-eb6121d1c489"}}245{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NTmxjfX8uW7fURkjyjKCgP","type":"tool_result","content":"louka/poi.py:25: \"https://overpass.kumi.systems/api/interpreter\",\nlouka/poi.py:26: \"https://overpass-api.de/api/interpreter\",","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fb2d9d75-aa33-4dd3-a49a-b970a054db54","timestamp":"2026-08-25T06:46:44.159Z","tool_use_result":{"stdout":"louka/poi.py:25: \"https://overpass.kumi.systems/api/interpreter\",\nlouka/poi.py:26: \"https://overpass-api.de/api/interpreter\",","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}246{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"51553bbf-78af-4192-9e36-56c41670e6b4","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}247{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP1yDfo9Lq8G2daHBrEC","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MqhGP5xbo9odBVbNBmmGrR","name":"Bash","input":{"command":"for u in https://overpass.kumi.systems/api/interpreter https://overpass-api.de/api/interpreter https://overpass.private.coffee/api/interpreter; do echo \"== $u\"; curl -s -m 15 -o /dev/null -w \"%{http_code} %{time_total}s\\n\" \"$u\" --data-urlencode 'data=[out:json][timeout:5];node(46.80,-71.25,46.81,-71.24)[\"amenity\"=\"cafe\"];out 1;'; done","description":"Test Overpass mirrors availability"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":687,"cache_read_input_tokens":81466,"cache_creation":{"ephemeral_5m_input_tokens":687,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c776bf0f-aaa5-4f1a-b58b-6dfa25c35ce3"}}248{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b4juz5j9d","tool_use_id":"toolu_01MqhGP5xbo9odBVbNBmmGrR","description":"Test Overpass mirrors availability","task_type":"local_bash","uuid":"f7dabcb8-6f4f-4048-94d3-226b5e7b8d9f","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}249{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"b4juz5j9d","tool_use_id":"toolu_01MqhGP5xbo9odBVbNBmmGrR","status":"failed","output_file":"","summary":"Test Overpass mirrors availability","uuid":"09c09e70-abaa-470a-b3c3-e3a6ce33f52b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}250{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 28\n== https://overpass.kumi.systems/api/interpreter\n502 4.311275s\n== https://overpass-api.de/api/interpreter\n000 0.229750s\n== https://overpass.private.coffee/api/interpreter\n000 15.002311s","is_error":true,"tool_use_id":"toolu_01MqhGP5xbo9odBVbNBmmGrR"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"2328305f-68ea-4e97-a704-70d571b8eafb","timestamp":"2026-08-25T06:47:11.180Z","tool_use_result":"Error: Exit code 28\n== https://overpass.kumi.systems/api/interpreter\n502 4.311275s\n== https://overpass-api.de/api/interpreter\n000 0.229750s\n== https://overpass.private.coffee/api/interpreter\n000 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You will be notified on each event. Keep working — do not poll or sleep. Events may arrive while you are waiting for the user — an event is not their 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attendant Overpass, je vérifie s'il existe des crons d'enrichissement (TAL, hydro, managers) pour ne pas dupliquer, puis je fais le bilan de couverture."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":954,"cache_read_input_tokens":83559,"cache_creation":{"ephemeral_5m_input_tokens":954,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5fea3175-f423-4e25-82ef-5ecaeb7cf57c"}}268{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP23VwwrQjiw5BuQipGj","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019h2hc5D4xYiC2WA7AQqPU2","name":"Bash","input":{"command":"crontab -l 2>/dev/null | grep -v '^#' | grep -i \"lou-ka\\|louka\" ","description":"Check crontab for lou-ka enrichment 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quotidien\ncom.ka.guardian-courier.plist\ncom.ka.guardian-runner.plist\ncom.ka.pousseur.plist","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6f05f036-2756-44e8-b432-f02bd2de371e","timestamp":"2026-08-25T06:47:59.956Z","tool_use_result":{"stdout":"30 3 * * * /bin/bash /opt/api-ka/scripts/run_daily_backup.sh >> /opt/api-ka/logs/backup_cron.log 2>&1 # api-ka backup quotidien\ncom.ka.guardian-courier.plist\ncom.ka.guardian-runner.plist\ncom.ka.pousseur.plist","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}273{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ef8f9743-b8bd-47e5-9183-8ded4c7ea589","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}274{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP24oebKxyfZazDWokMk","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":251,"cache_read_input_tokens":84920,"cache_creation":{"ephemeral_5m_input_tokens":251,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a104be5e-0834-42f0-8174-03920620a518"}}275{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP24oebKxyfZazDWokMk","type":"message","role":"assistant","content":[{"type":"text","text":"Pas de cron lou-ka — ces enrichissements se lancent manuellement. Je lance donc aussi les enrichissements « fiche » : gestionnaires (SerpApi, budget 300 s), TAL (lot de 60) et Hydro (lot de 100)."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":251,"cache_read_input_tokens":84920,"cache_creation":{"ephemeral_5m_input_tokens":251,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"46424f25-7d61-4acb-8dee-ecea6a10e619"}}276{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP24oebKxyfZazDWokMk","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HjGLSixMgmCKjvHKuveGa7","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py managers 300 2>&1 | tail -5","description":"Enrich managers via SerpApi (300s budget)","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":251,"cache_read_input_tokens":84920,"cache_creation":{"ephemeral_5m_input_tokens":251,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"22ec5514-3ca6-4da8-b380-332df51f308e"}}277{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bruqk33ip","tool_use_id":"toolu_01HjGLSixMgmCKjvHKuveGa7","description":"Enrich managers via SerpApi (300s budget)","task_type":"local_bash","uuid":"64d91915-1626-4e56-b38b-58ff4f3f4b0e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}278{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HjGLSixMgmCKjvHKuveGa7","type":"tool_result","content":"Command running in background with ID: bruqk33ip. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bruqk33ip.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"9a0ac3ec-e6e7-4ee6-b340-79fecdf77df5","timestamp":"2026-08-25T06:48:15.321Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bruqk33ip"}}}279{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"fc1419e9-389a-43d6-b308-237299d07a8c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}280{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bruqk33ip","patch":{"status":"completed","end_time":1787640496126},"uuid":"c416f421-75fb-4eab-ac4b-686c8c48250b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}281{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP25wF2DeX9UHaxWFbkx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CfyLzkUvvQyLLgatdzBmc6","name":"TaskOutput","input":{"task_id":"bruqk33ip","block":true,"timeout":420000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":902,"cache_read_input_tokens":85171,"cache_creation":{"ephemeral_5m_input_tokens":902,"ephemeral_1h_input_tokens":0},"output_tokens":23,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7ca14318-fee2-482a-8e47-bdbd6944c176"}}282{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CfyLzkUvvQyLLgatdzBmc6","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>bruqk33ip</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n ~~~~~~~~~~~~~~~~^^^^^^^^\n File \"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py\", line 126, in _score_candidate\n if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n ~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: expected string or bytes-like object, got 'list'\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d370a75a-a016-4445-afcf-1dadc5dfc4f0","timestamp":"2026-08-25T06:48:20.785Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"bruqk33ip","task_type":"local_bash","status":"completed","description":"Enrich managers via SerpApi (300s budget)","output":" ~~~~~~~~~~~~~~~~^^^^^^^^\n File \"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py\", line 126, in _score_candidate\n if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n ~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: expected string or bytes-like object, got 'list'\n","exitCode":0}}}}283{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"0318afc8-81e3-4e01-a0cb-6a1bb3a5d101","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}284{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP26Lp7Fs1GJmHExyRuA","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":660,"cache_read_input_tokens":86073,"cache_creation":{"ephemeral_5m_input_tokens":660,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"41736dd5-cb2d-484a-aada-422c32c55ff5"}}285{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP26Lp7Fs1GJmHExyRuA","type":"message","role":"assistant","content":[{"type":"text","text":"Bug dans `managers.py` : SerpApi renvoie maintenant parfois `type` comme liste. Je corrige."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":660,"cache_read_input_tokens":86073,"cache_creation":{"ephemeral_5m_input_tokens":660,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7e07bbf7-4381-4f26-8074-3ed61cb4a2f5"}}286{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP26Lp7Fs1GJmHExyRuA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012WPwvsYpuoFiWSbGX2id2Y","name":"Bash","input":{"command":"cd ~/apps/lou-ka && sed -n 110,140p louka/managers.py","description":"Read _score_candidate context"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":660,"cache_read_input_tokens":86073,"cache_creation":{"ephemeral_5m_input_tokens":660,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"159da1bf-d717-479b-a119-965c89dee8d7"}}287{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012WPwvsYpuoFiWSbGX2id2Y","type":"tool_result","content":" None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)\n conf = 0.6 * sim\n d_mgr, d_cand = _domain(mgr.get(\"website\")), _domain(cand.get(\"website\"))\n if d_mgr and d_cand and d_mgr == d_cand:\n conf += 0.3\n signals[\"meme_domaine_web\"] = d_mgr\n region = None\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\"region\")\n except (ValueError, TypeError):\n pass\n addr = (cand.get(\"address\") or \"\").lower()\n if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):\n conf += 0.1\n signals[\"ville_correspondante\"] = region\n if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")\n signals[\"nombre_avis\"] = cand.get(\"reviews\")\n return min(1.0, conf), signals\n\n\ndef resolve(manager_id: int, con=None) -> dict:\n \"\"\"Associe (ou refuse d'associer) la fiche Google Maps du gestionnaire.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"dcb49e29-e528-4a1c-bf22-c01b123f8428","timestamp":"2026-08-25T06:48:29.462Z","tool_use_result":{"stdout":" None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)\n conf = 0.6 * sim\n d_mgr, d_cand = _domain(mgr.get(\"website\")), _domain(cand.get(\"website\"))\n if d_mgr and d_cand and d_mgr == d_cand:\n conf += 0.3\n signals[\"meme_domaine_web\"] = d_mgr\n region = None\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\"region\")\n except (ValueError, TypeError):\n pass\n addr = (cand.get(\"address\") or \"\").lower()\n if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):\n conf += 0.1\n signals[\"ville_correspondante\"] = region\n if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")\n signals[\"nombre_avis\"] = cand.get(\"reviews\")\n return min(1.0, conf), signals\n\n\ndef resolve(manager_id: int, con=None) -> dict:\n \"\"\"Associe (ou refuse d'associer) la fiche Google Maps du gestionnaire.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}288{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"539ead27-29c2-4031-aa9c-16b5d4891a68","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}289{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP26xm5iULvEtS55j3QD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PZCbdWeAmKow87Nuds6eqp","name":"Read","input":{"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","offset":100,"limit":12},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":744,"cache_read_input_tokens":86733,"cache_creation":{"ephemeral_5m_input_tokens":744,"ephemeral_1h_input_tokens":0},"output_tokens":21,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f728ad26-0992-4e66-8951-719e3d5d79ff"}}290{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PZCbdWeAmKow87Nuds6eqp","type":"tool_result","content":"100\t finally:\n101\t if own:\n102\t con.close()\n103\t\n104\t\n105\t# --- 2) résolution Google Maps (jamais « le premier résultat ») --------------\n106\t\n107\tdef _score_candidate(mgr: dict, cand: dict) -> tuple[float, dict]:\n108\t signals: dict = {}\n109\t sim = difflib.SequenceMatcher(\n110\t None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n111\t signals[\"similarite_nom\"] = round(sim, 3)"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"da5c6f07-9ae7-46e7-b550-69aa4f043cc4","timestamp":"2026-08-25T06:48:34.853Z","tool_use_result":{"type":"text","file":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","content":" finally:\n if own:\n con.close()\n\n\n# --- 2) résolution Google Maps (jamais « le premier résultat ») --------------\n\ndef _score_candidate(mgr: dict, cand: dict) -> tuple[float, dict]:\n signals: dict = {}\n sim = difflib.SequenceMatcher(\n None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)","numLines":12,"startLine":100,"totalLines":530}}}}291{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"389fdc5e-324c-489e-ae89-c6ad14a590de","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}292{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP27NfWPFjH8BFaczDjw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016jygLGPYfh2xrUNfXS5QXA","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","old_string":" if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")","new_string":" # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":320,"cache_read_input_tokens":87477,"cache_creation":{"ephemeral_5m_input_tokens":320,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"db0eab7a-4bef-482f-994e-93b0f687e8be"}}293{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016jygLGPYfh2xrUNfXS5QXA","type":"tool_result","content":"The file /Users/simon-pierreboucher/apps/lou-ka/louka/managers.py has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f31db8a2-01fc-4fe9-b640-e544acc31f5a","timestamp":"2026-08-25T06:48:42.454Z","tool_use_result":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","oldString":" if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")","newString":" # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type","originalFile":"# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# managers.py : « Qui gère ce logement? » — fiche du gestionnaire/propriétaire.\n#\n# 1) Amorçage : les gestionnaires sont les sources DIRECTES de Lou-Ka\n# (data/sources.json, hors portails et petites annonces) qui ont au moins\n# une annonce collectée. Aucun gestionnaire n'est inventé.\n# 2) Résolution Google Maps (SerpApi, serveur seulement) : la fiche Google\n# n'est associée QUE si la confiance est suffisante (similarité de nom,\n# domaine du site web, ville) — jamais « le premier résultat » aveuglément.\n# Signaux et confiance stockés (match_confidence, match_signals).\n# 3) Avis Google : synchronisation paginée (next_page_token, hl=fr, plus\n# récents d'abord), dédupliqués par (manager_id, review_id Google) avec\n# repli sur un hash de contenu. Les avis vivent dans NOTRE base : les pages\n# ne déclenchent jamais d'appel SerpApi.\n# 4) Analyse : statistiques réelles (distribution, récence, tendance — pas\n# seulement la moyenne Google) + thèmes par lexique français, sentiment\n# dérivé de la note, sévérité et confiance. Statut « inferred » assumé.\n# -----------------------------------------------------------------------------\nfrom __future__ import annotations\n\nimport difflib\nimport hashlib\nimport json\nimport re\nimport time\nimport unicodedata\nfrom datetime import datetime, timezone\n\nfrom . import db, serpapi_client\nfrom .dedup import CLASSIFIEDS, PORTALS\n\nVERSION = \"gestionnaire-1.0\"\nSEUIL_CONFIANCE = 0.60 # sous ce seuil : fiche Google NON associée\nMAX_PAGES = 10 # garde-fou pagination avis (par synchronisation)\nSYNC_TTL = 7 * 86400 # re-synchroniser les avis au plus aux 7 jours\nRESOLVE_RETRY = 30 * 86400 # re-tenter une résolution échouée après 30 jours\n\n# suffixes/génériques retirés pour comparer les noms d'entreprises\n_LEGAL = re.compile(\n r\"\\b(inc|ltee|ltée|ltd|senc|s\\.e\\.n\\.c|enr|corp|corporation|groupe|group|\"\n r\"gestion|gestions|immobilier|immobiliere|immobilière|immeubles?|\"\n r\"appartements?|apartments?|properties|proprietes|propriétés|residences?|\"\n r\"résidences?|habitations?|siege|social|bureau|head|office|\"\n r\"les|le|la|de|du|des|et|and)\\b\")\n\n# types Google d'une fiche d'ENTREPRISE (vs fiche d'un immeuble précis)\n_CORP_TYPES = re.compile(\n r\"agence immobili|gestion immobili|property management|real estate|\"\n r\"societe de gestion|immobilier\", re.I)\n\n\ndef _norm_name(s: str | None) -> str:\n s = unicodedata.normalize(\"NFKD\", (s or \"\").lower())\n s = \"\".join(c for c in s if not unicodedata.combining(c))\n s = re.sub(r\"[^a-z0-9 ]+\", \" \", s)\n s = _LEGAL.sub(\" \", s)\n return \" \".join(s.split())\n\n\ndef _domain(url: str | None) -> str | None:\n if not url:\n return None\n m = re.search(r\"^(?:https?://)?(?:www\\.)?([^/:?#]+)\", url.strip().lower())\n return m.group(1) if m else None\n\n\n# --- 1) amorçage depuis sources.json ----------------------------------------\n\ndef seed(con=None) -> dict:\n \"\"\"Crée/actualise un gestionnaire par source directe ayant des annonces.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n sources = json.loads((db.DB_PATH.parent / \"sources.json\")\n .read_text(\"utf-8\"))[\"sources\"]\n with_ads = {r[\"source\"] for r in con.execute(\n \"SELECT DISTINCT source FROM listings\")}\n n = 0\n for s in sources:\n sid = s.get(\"id\")\n if not sid or sid in PORTALS or sid in CLASSIFIEDS:\n continue\n if sid not in with_ads and s.get(\"connector\") not in with_ads:\n continue\n con.execute(\n \"INSERT INTO managers (source_id, name, website, aliases)\"\n \" VALUES (?,?,?,?)\"\n \" ON CONFLICT(source_id) DO UPDATE SET name=excluded.name,\"\n \" website=excluded.website\",\n (sid, s.get(\"name\"), s.get(\"url\"),\n json.dumps({\"region\": s.get(\"region\"),\n \"connector\": s.get(\"connector\")},\n ensure_ascii=False)))\n n += 1\n con.commit()\n return {\"managers\": n}\n finally:\n if own:\n con.close()\n\n\n# --- 2) résolution Google Maps (jamais « le premier résultat ») --------------\n\ndef _score_candidate(mgr: dict, cand: dict) -> tuple[float, dict]:\n signals: dict = {}\n sim = difflib.SequenceMatcher(\n None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)\n conf = 0.6 * sim\n d_mgr, d_cand = _domain(mgr.get(\"website\")), _domain(cand.get(\"website\"))\n if d_mgr and d_cand and d_mgr == d_cand:\n conf += 0.3\n signals[\"meme_domaine_web\"] = d_mgr\n region = None\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\"region\")\n except (ValueError, TypeError):\n pass\n addr = (cand.get(\"address\") or \"\").lower()\n if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):\n conf += 0.1\n signals[\"ville_correspondante\"] = region\n if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")\n signals[\"nombre_avis\"] = cand.get(\"reviews\")\n return min(1.0, conf), signals\n\n\ndef resolve(manager_id: int, con=None) -> dict:\n \"\"\"Associe (ou refuse d'associer) la fiche Google Maps du gestionnaire.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None:\n return {\"ok\": False, \"raison\": \"gestionnaire inconnu\"}\n mgr = dict(mgr)\n region = \"\"\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\n \"region\") or \"\"\n except (ValueError, TypeError):\n pass\n q = f\"{mgr['name']} {region} Québec\".strip()\n data = serpapi_client.google_maps(q)\n cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n\n scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]\n best, best_conf, best_sig = None, 0.0, {}\n if scored:\n top = max(s[0] for s in scored)\n # une chaîne a souvent une fiche Google PAR IMMEUBLE en plus du\n # siège : parmi les candidats plausibles (confiance proche du\n # meilleur ET au-dessus du seuil), préférer la fiche d'entreprise\n # puis la plus représentative (le plus d'avis)\n near = [s for s in scored\n if s[0] >= max(SEUIL_CONFIANCE, top - 0.15)]\n if near:\n best_conf, best_sig, best = max(\n near, key=lambda s: (bool(_CORP_TYPES.search(\n s[2].get(\"type\") or \"\")),\n s[2].get(\"reviews\") or 0, s[0]))\n else:\n best_conf, best_sig, best = max(scored, key=lambda s: s[0])\n now = time.time()\n if best is None or best_conf < SEUIL_CONFIANCE:\n con.execute(\n \"UPDATE managers SET resolve_failed=1, resolved_at=?,\"\n \" match_confidence=?, match_signals=? WHERE id=?\",\n (now, round(best_conf, 3) if best else None,\n json.dumps({\"refus\": \"confiance insuffisante\",\n \"candidats\": len(cands), **best_sig},\n ensure_ascii=False), manager_id))\n con.commit()\n return {\"ok\": False, \"raison\": \"confiance insuffisante\",\n \"confiance\": round(best_conf, 3)}\n con.execute(\n \"UPDATE managers SET gmaps_place_id=?, gmaps_data_id=?,\"\n \" gmaps_name=?, gmaps_address=?, gmaps_rating=?, gmaps_reviews=?,\"\n \" match_confidence=?, match_signals=?, resolved_at=?,\"\n \" resolve_failed=0, phone=COALESCE(phone, ?) WHERE id=?\",\n (best.get(\"place_id\"), best.get(\"data_id\"), best.get(\"title\"),\n best.get(\"address\"), best.get(\"rating\"), best.get(\"reviews\"),\n round(best_conf, 3), json.dumps(best_sig, ensure_ascii=False),\n now, best.get(\"phone\"), manager_id))\n con.commit()\n return {\"ok\": True, \"gmaps_name\": best.get(\"title\"),\n \"confiance\": round(best_conf, 3)}\n finally:\n if own:\n con.close()\n\n\n# --- 3) synchronisation des avis (paginée, dédupliquée, en base) -------------\n\ndef _content_hash(author: str | None, rating, text: str | None) -> str:\n raw = f\"{author or ''}|{rating}|{(text or '')[:200]}\"\n return hashlib.sha1(raw.encode(\"utf-8\")).hexdigest()\n\n\ndef sync_reviews(manager_id: int, con=None, max_pages: int = MAX_PAGES) -> dict:\n \"\"\"Rapatrie les avis Google (les plus récents d'abord) dans NOTRE base.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None or not mgr[\"gmaps_data_id\"]:\n return {\"ok\": False, \"raison\": \"fiche Google non associée\"}\n known = {r[\"external_review_id\"] for r in con.execute(\n \"SELECT external_review_id FROM manager_reviews WHERE manager_id=?\",\n (manager_id,))}\n known_hash = {r[\"content_hash\"] for r in con.execute(\n \"SELECT content_hash FROM manager_reviews WHERE manager_id=?\"\n \" AND external_review_id IS NULL\", (manager_id,))}\n\n token, new, pages = None, 0, 0\n while pages < max_pages:\n data = serpapi_client.google_maps_reviews(\n mgr[\"gmaps_data_id\"], next_page_token=token)\n reviews = data.get(\"reviews\") or []\n pages += 1\n page_new = 0\n now = time.time()\n for rv in reviews:\n ext = rv.get(\"review_id\")\n text = rv.get(\"snippet\") or rv.get(\"extracted_snippet\",\n {}).get(\"original\")\n user = rv.get(\"user\") or {}\n chash = _content_hash(user.get(\"name\"), rv.get(\"rating\"), text)\n if (ext and ext in known) or (not ext and chash in known_hash):\n continue\n resp = rv.get(\"response\") or {}\n analysis = _analyze_review(rv.get(\"rating\"), text)\n con.execute(\n \"INSERT INTO manager_reviews (manager_id,\"\n \" external_review_id, source, rating, text, published_at,\"\n \" relative_date_raw, author_name, author_review_count,\"\n \" owner_response, owner_response_date, source_url,\"\n \" fetched_at, content_hash, analysis) VALUES\"\n \" (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\"\n \" ON CONFLICT(manager_id, external_review_id) DO NOTHING\",\n (manager_id, ext, \"google_maps\", rv.get(\"rating\"), text,\n rv.get(\"iso_date\"), rv.get(\"date\"), user.get(\"name\"),\n user.get(\"reviews\"), resp.get(\"snippet\"),\n resp.get(\"iso_date\") or resp.get(\"date\"), rv.get(\"link\"),\n now, chash, json.dumps(analysis, ensure_ascii=False)))\n if ext:\n known.add(ext)\n else:\n known_hash.add(chash)\n page_new += 1\n new += page_new\n token = (data.get(\"serpapi_pagination\") or {}).get(\n \"next_page_token\")\n # tri « plus récents d'abord » : une page entièrement connue\n # signifie qu'on a rejoint l'historique déjà synchronisé\n if not token or (reviews and page_new == 0):\n break\n stats = _aggregate(con, manager_id)\n con.execute(\"UPDATE managers SET review_stats=?, last_synced_at=?\"\n \" WHERE id=?\",\n (json.dumps(stats, ensure_ascii=False), time.time(),\n manager_id))\n con.commit()\n return {\"ok\": True, \"nouveaux\": new, \"pages\": pages,\n \"total\": stats.get(\"n\")}\n finally:\n if own:\n con.close()\n\n\n# --- 4) analyse : thèmes (lexique fr), sentiment, sévérité, agrégats ---------\n\nTOPICS = {\n \"entretien\": [\"entretien\", \"entreten\", \"maintenance\", \"neglige\", \"négligé\",\n \"delabre\", \"délabré\", \"moisissure\"],\n \"réparations\": [\"reparation\", \"réparation\", \"reparer\", \"réparer\", \"bris\",\n \"brise\", \"brisé\", \"fuite\", \"degat\", \"dégât\", \"plomberie\"],\n \"communication\": [\"communication\", \"repond\", \"répond\", \"reponse\",\n \"réponse\", \"rappel\", \"courriel\", \"joindre\",\n \"injoignable\", \"appel\", \"message\"],\n \"personnel\": [\"personnel\", \"employe\", \"employé\", \"concierge\", \"equipe\",\n \"équipe\", \"gerant\", \"gérant\", \"agent\", \"proprietaire\",\n \"propriétaire\"],\n \"propreté\": [\"propre\", \"proprete\", \"propreté\", \"sale\", \"salete\", \"saleté\",\n \"malpropre\"],\n \"chauffage\": [\"chauffage\", \"chauffe\", \"chauffé\", \"froid\", \"temperature\",\n \"température\"],\n \"eau chaude\": [\"eau chaude\"],\n \"vermine\": [\"punaise\", \"coquerelle\", \"souris\", \"rat \", \"rats\", \"insecte\",\n \"vermine\", \"fourmi\", \"extermina\"],\n \"bruit\": [\"bruit\", \"bruyant\", \"tapage\", \"insonoris\"],\n \"sécurité\": [\"securite\", \"sécurité\", \"securitaire\", \"sécuritaire\", \"vol\",\n \"intrusion\", \"serrure\", \"camera\", \"caméra\"],\n \"ascenseur\": [\"ascenseur\"],\n \"stationnement\": [\"stationnement\", \"parking\", \"deneigement\",\n \"déneigement\"],\n \"dépôt et remboursement\": [\"depot\", \"dépôt\", \"rembours\", \"caution\"],\n \"augmentation de loyer\": [\"augmentation\", \"hausse\"],\n \"bail et location\": [\"bail\", \"signature\", \"visite\", \"location\"],\n \"service client\": [\"service\", \"clientele\", \"clientèle\", \"professionnel\",\n \"courtois\", \"arrogant\", \"impoli\", \"respect\"],\n}\n_GRAVES = {\"vermine\", \"sécurité\", \"chauffage\", \"eau chaude\"}\n\n\ndef _analyze_review(rating, text: str | None) -> dict:\n t = (text or \"\").lower()\n topics = sorted({name for name, kws in TOPICS.items()\n if any(k in t for k in kws)})\n if rating is None:\n sentiment = \"inconnu\"\n elif rating <= 2:\n sentiment = \"négatif\"\n elif rating >= 4:\n sentiment = \"positif\"\n else:\n sentiment = \"neutre\"\n severity = \"faible\"\n if sentiment == \"négatif\":\n severity = \"élevée\" if any(x in _GRAVES for x in topics) else \"moyenne\"\n if len(t) >= 80 and topics:\n confidence = 0.7\n elif t:\n confidence = 0.4\n else:\n confidence = 0.2\n return {\"topics\": topics, \"sentiment\": sentiment, \"severite\": severity,\n \"confiance\": confidence, \"statut\": \"inferred\",\n \"methode\": \"lexique de thèmes fr + sentiment dérivé de la note\"}\n\n\ndef _aggregate(con, manager_id: int) -> dict:\n rows = con.execute(\n \"SELECT rating, published_at, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\", (manager_id,)).fetchall()\n rated = [r for r in rows if r[\"rating\"] is not None]\n out: dict = {\"n\": len(rows), \"version\": VERSION, \"statut\": \"calculated\",\n \"methode\": (\"statistiques calculées sur les avis Google \"\n \"synchronisés en base (pas seulement la moyenne \"\n \"affichée par Google) — l'échantillon peut être \"\n \"plus petit que le total annoncé par Google, il \"\n \"s'accumule à chaque synchronisation ; thèmes \"\n \"par lexique — inférence, pas une lecture \"\n \"humaine\")}\n if not rated:\n return out\n out[\"moyenne\"] = round(sum(r[\"rating\"] for r in rated) / len(rated), 2)\n dist = {str(i): 0 for i in range(1, 6)}\n for r in rated:\n k = str(int(round(r[\"rating\"])))\n if k in dist:\n dist[k] += 1\n out[\"distribution\"] = dist\n out[\"pct_negatif\"] = round(100 * (dist[\"1\"] + dist[\"2\"]) / len(rated))\n out[\"pct_positif\"] = round(100 * (dist[\"4\"] + dist[\"5\"]) / len(rated))\n out[\"avec_reponse_proprietaire\"] = sum(\n 1 for r in rows if r[\"owner_response\"])\n\n cutoff = datetime.now(timezone.utc).timestamp() - 365 * 86400\n rec, old = [], []\n for r in rated:\n ts = _iso_ts(r[\"published_at\"])\n (rec if ts and ts >= cutoff else old).append(r[\"rating\"])\n if rec:\n out[\"moyenne_12m\"] = round(sum(rec) / len(rec), 2)\n out[\"n_12m\"] = len(rec)\n if len(rec) >= 5 and len(old) >= 5:\n delta = out[\"moyenne_12m\"] - sum(old) / len(old)\n out[\"tendance\"] = (\"en amélioration\" if delta >= 0.3 else\n \"en dégradation\" if delta <= -0.3 else \"stable\")\n out[\"tendance_delta\"] = round(delta, 2)\n\n themes: dict[str, dict] = {}\n for r in rows:\n try:\n a = json.loads(r[\"analysis\"] or \"{}\")\n except (ValueError, TypeError):\n continue\n for tp in a.get(\"topics\") or []:\n d = themes.setdefault(tp, {\"mentions\": 0, \"negatif\": 0,\n \"positif\": 0})\n d[\"mentions\"] += 1\n if a.get(\"sentiment\") == \"négatif\":\n d[\"negatif\"] += 1\n elif a.get(\"sentiment\") == \"positif\":\n d[\"positif\"] += 1\n out[\"themes\"] = dict(sorted(themes.items(),\n key=lambda kv: -kv[1][\"mentions\"]))\n out[\"plaintes_frequentes\"] = [\n k for k, v in sorted(themes.items(), key=lambda kv: -kv[1][\"negatif\"])\n if v[\"negatif\"] >= 2][:5]\n return out\n\n\ndef _iso_ts(iso: str | None) -> float | None:\n if not iso:\n return None\n try:\n return datetime.fromisoformat(iso.replace(\"Z\", \"+00:00\")).timestamp()\n except ValueError:\n return None\n\n\n# --- fiche API + boucle de fond ----------------------------------------------\n\ndef fiche(source_id: str, con=None) -> dict | None:\n \"\"\"Fiche gestionnaire pour l'API — tout vient de NOTRE base (0 SerpApi).\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE source_id=?\",\n (source_id,)).fetchone()\n if mgr is None:\n return None\n m = dict(mgr)\n n_active = con.execute(\n \"SELECT COUNT(*) n FROM listings WHERE source=? AND active=1\"\n \" AND published=1 AND dup_of IS NULL\", (source_id,)).fetchone()[\"n\"]\n out = {\n \"source_id\": m[\"source_id\"], \"nom\": m[\"name\"],\n \"site_web\": m[\"website\"], \"telephone\": m[\"phone\"],\n \"annonces_actives\": n_active, \"version\": VERSION,\n }\n if m[\"gmaps_place_id\"] and not m[\"resolve_failed\"]:\n out[\"google_maps\"] = {\n \"nom\": m[\"gmaps_name\"], \"adresse\": m[\"gmaps_address\"],\n \"note\": m[\"gmaps_rating\"], \"nombre_avis\": m[\"gmaps_reviews\"],\n \"place_id\": m[\"gmaps_place_id\"],\n \"confiance_association\": m[\"match_confidence\"],\n \"signaux\": json.loads(m[\"match_signals\"] or \"{}\"),\n \"statut\": \"inferred\",\n \"methode\": (\"fiche associée par similarité de nom, domaine \"\n \"web et ville — association refusée sous \"\n f\"{SEUIL_CONFIANCE:.2f} de confiance\"),\n }\n try:\n out[\"avis\"] = json.loads(m[\"review_stats\"] or \"null\")\n except (ValueError, TypeError):\n out[\"avis\"] = None\n out[\"avis_recents\"] = [\n {\"note\": r[\"rating\"], \"texte\": r[\"text\"],\n \"date\": r[\"published_at\"] or r[\"relative_date_raw\"],\n \"auteur\": r[\"author_name\"],\n \"reponse_proprietaire\": bool(r[\"owner_response\"]),\n \"analyse\": json.loads(r[\"analysis\"] or \"{}\"),\n \"statut\": \"observed\"}\n for r in con.execute(\n \"SELECT rating, text, published_at, relative_date_raw,\"\n \" author_name, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\"\n \" ORDER BY published_at DESC, fetched_at DESC LIMIT 10\",\n (m[\"id\"],))]\n out[\"derniere_synchro\"] = m[\"last_synced_at\"]\n elif m[\"resolved_at\"]:\n out[\"google_maps\"] = {\n \"statut\": \"non_associe\",\n \"note_methode\": (\"aucune fiche Google Maps n'a pu être \"\n \"associée avec une confiance suffisante — \"\n \"Lou-Ka préfère ne rien afficher plutôt que \"\n \"d'attribuer les avis d'une autre entreprise\"),\n }\n return out\n finally:\n if own:\n con.close()\n\n\ndef precompute(budget_s: float = 120.0, con=None) -> dict:\n \"\"\"Boucle de fond : amorce, résout et synchronise dans un budget temps.\"\"\"\n if not serpapi_client.available():\n return {\"skipped\": \"SERPAPI_API_KEY absente\"}\n own = con is None\n if own:\n con = db.connect()\n t0 = time.time()\n resolved = synced = errors = 0\n try:\n seed(con)\n now = time.time()\n # 1) résolutions manquantes (ou échecs anciens à retenter)\n for r in con.execute(\n \"SELECT id FROM managers WHERE resolved_at IS NULL\"\n \" OR (resolve_failed=1 AND resolved_at < ?)\"\n \" ORDER BY resolved_at IS NOT NULL, id\",\n (now - RESOLVE_RETRY,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if resolve(r[\"id\"], con).get(\"ok\"):\n resolved += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break # panne API : ne pas insister ce tour-ci\n # 2) avis périmés (les jamais-synchronisés d'abord)\n for r in con.execute(\n \"SELECT id FROM managers WHERE gmaps_data_id IS NOT NULL\"\n \" AND resolve_failed=0 AND (last_synced_at IS NULL\"\n \" OR last_synced_at < ?)\"\n \" ORDER BY last_synced_at IS NOT NULL, last_synced_at\",\n (now - SYNC_TTL,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if sync_reviews(r[\"id\"], con).get(\"ok\"):\n synced += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break\n return {\"resolved\": resolved, \"synced\": synced, \"errors\": errors,\n \"elapsed_s\": round(time.time() - t0, 1)}\n finally:\n if own:\n con.close()\n\n\nif __name__ == \"__main__\":\n print(precompute())\n","structuredPatch":[{"oldStart":123,"oldLines":9,"newStart":123,"newLines":13,"lines":[" if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):"," conf += 0.1"," signals[\"ville_correspondante\"] = region","- if _CORP_TYPES.search(cand.get(\"type\") or \"\"):","- signals[\"fiche_entreprise\"] = cand.get(\"type\")","- signals[\"type_fiche\"] = cand.get(\"type\")","+ # SerpApi renvoie parfois `type` en liste (multi-catégories)","+ cand_type = cand.get(\"type\")","+ if isinstance(cand_type, list):","+ cand_type = \", \".join(str(t) for t in cand_type)","+ if _CORP_TYPES.search(cand_type or \"\"):","+ signals[\"fiche_entreprise\"] = cand_type","+ signals[\"type_fiche\"] = cand_type"," signals[\"nombre_avis\"] = cand.get(\"reviews\")"," return min(1.0, conf), signals"," "]}],"userModified":false,"replaceAll":false}}}294{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"aff030f7-553c-4d3e-84ae-0608a4125a3e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}295{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP27vMzfS8A18ebRowSr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01S9sJs5uJBtwZDAMZq9gHLJ","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py managers 300 2>&1 | tail -5","description":"Rerun managers enrichment after fix","timeout":420000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":825,"cache_read_input_tokens":87797,"cache_creation":{"ephemeral_5m_input_tokens":825,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"193f09d5-606d-4167-95be-9b070ff140b2"}}296{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bs4bavkde","tool_use_id":"toolu_01S9sJs5uJBtwZDAMZq9gHLJ","description":"Rerun managers enrichment after fix","task_type":"local_bash","uuid":"778bfadf-f5a5-4702-9370-3069c73f6945","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}297{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01S9sJs5uJBtwZDAMZq9gHLJ","type":"tool_result","content":"Command running in background with ID: bs4bavkde. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bs4bavkde.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"11386a66-43df-49f9-af50-304f32f003ae","timestamp":"2026-08-25T06:48:48.748Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bs4bavkde"}}}298{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"71a92a2d-4c5c-4ea3-a1de-3507449de11a","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}299{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bs4bavkde","patch":{"status":"completed","end_time":1787640528951},"uuid":"148be2e6-cd21-49ae-8281-96adcee4ec84","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}300{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP28PGzkrcVvnjt6KzGZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0126E3KUVAsZSgw8gdNA8w6u","name":"TaskOutput","input":{"task_id":"bs4bavkde","block":true,"timeout":420000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":271,"cache_read_input_tokens":88622,"cache_creation":{"ephemeral_5m_input_tokens":271,"ephemeral_1h_input_tokens":0},"output_tokens":23,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c73bd467-3858-47f0-b0d6-7288d287a9b0"}}301{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0126E3KUVAsZSgw8gdNA8w6u","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>bs4bavkde</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n near, key=lambda s: (bool(_CORP_TYPES.search(\n ~~~~~~~~~~~~~~~~~~^\n s[2].get(\"type\") or \"\")),\n ^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: expected string or bytes-like object, got 'list'\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fac01505-4f09-4568-9052-0c76a206c17c","timestamp":"2026-08-25T06:48:52.939Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"bs4bavkde","task_type":"local_bash","status":"completed","description":"Rerun managers enrichment after fix","output":" near, key=lambda s: (bool(_CORP_TYPES.search(\n ~~~~~~~~~~~~~~~~~~^\n s[2].get(\"type\") or \"\")),\n ^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: expected string or bytes-like object, got 'list'\n","exitCode":0}}}}302{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ef5ce913-38b1-4bb1-9435-5b0da7aa0e8d","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}303{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP28hz8iuX2Ldj1igNmW","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAISmwMKpwEIERgCKkBS41F1J+OYcdOFFefRjOmFu/u4YxHIzC8s7GgnitcUun/qY0J8h+EANMYFOy+pQCmtrX5RknkHQbh7vlbO8wl4Mg5jbGF1ZGUtZmFibGUtNTgBQgh0aGlua2luZ1okNmZjYzhmODMtMWY5Yy00ZDMzLWJhMDctNGQ0ZGYzN2Q2N2Y1chCLToDU25FEmjjVqZecraU5iAEBqAHb9bTUBrABAhIMEDcrlp+/Msg2trOnGgzdqM9opaCY6knju+MiML7DvYV7VnYtRze2NOdfUDT9jc+D2lkGUptict9ABGyJSHMApMDLfJURL5pW0NJDDiqgAfCMEeIlboh8Ia394sS8yypGJR0zRVKg6ubfAiIxh9bc5+cRHSqg6lsQWOpcyWY+gW0CopSCtQT4mbvFjFwzdgiGNmU1HHnUDgsMLaSDe3xDU1xBn6Br4WTyqbTXvJ61N5xs62JBOLzjLUK/+D8fGso060CNsx1sZxkvvuCOpDldUB6WPB+4yUXoomnaKSnCuUlP0a6YPxgUTgIYMmufH9EYAQ=="}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":603,"cache_read_input_tokens":88893,"cache_creation":{"ephemeral_5m_input_tokens":603,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"dde1b829-d927-429e-b3df-870428e6b89a"}}304{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP28hz8iuX2Ldj1igNmW","type":"message","role":"assistant","content":[{"type":"text","text":"Même problème ailleurs — je normalise `type` à la source plutôt que cas par cas."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":603,"cache_read_input_tokens":88893,"cache_creation":{"ephemeral_5m_input_tokens":603,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d0809391-7344-497a-8d81-b781d7688fc3"}}305{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP28hz8iuX2Ldj1igNmW","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Rf7UeCxYzCdDiRJ2skLLAr","name":"Grep","input":{"pattern":"get\\(\"type\"\\)|\"type\"","path":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","output_mode":"content","-n":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":603,"cache_read_input_tokens":88893,"cache_creation":{"ephemeral_5m_input_tokens":603,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3f9a9b48-50b7-4177-ae3f-966e9704014e"}}306{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Rf7UeCxYzCdDiRJ2skLLAr","type":"tool_result","content":"127: cand_type = cand.get(\"type\")\n173: s[2].get(\"type\") or \"\")),"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"13d5c5a3-1013-46d5-88bd-8be5d33a7d97","timestamp":"2026-08-25T06:49:00.218Z","tool_use_result":{"mode":"content","numFiles":0,"filenames":[],"content":"127: cand_type = cand.get(\"type\")\n173: s[2].get(\"type\") or \"\")),","numLines":2}}}307{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"4b04f9ea-0d4c-4b74-b65c-1f5c180bcabd","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}308{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP29F2RpeMW7fn6J2Srp","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Xt7xY1SaUih8mwbT8Y5Gtu","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"local_results\\|candidates\\|def resolve\" louka/managers.py | head -10 && sed -n 150,185p louka/managers.py","description":"Find where candidates come from"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":275,"cache_read_input_tokens":89496,"cache_creation":{"ephemeral_5m_input_tokens":275,"ephemeral_1h_input_tokens":0},"output_tokens":21,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8b6d38d5-c596-48b4-b057-9225a04aa7d4"}}309{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Xt7xY1SaUih8mwbT8Y5Gtu","type":"tool_result","content":"137:def resolve(manager_id: int, con=None) -> dict:\n156: cands = data.get(\"local_results\") or []\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\n \"region\") or \"\"\n except (ValueError, TypeError):\n pass\n q = f\"{mgr['name']} {region} Québec\".strip()\n data = serpapi_client.google_maps(q)\n cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n\n scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]\n best, best_conf, best_sig = None, 0.0, {}\n if scored:\n top = max(s[0] for s in scored)\n # une chaîne a souvent une fiche Google PAR IMMEUBLE en plus du\n # siège : parmi les candidats plausibles (confiance proche du\n # meilleur ET au-dessus du seuil), préférer la fiche d'entreprise\n # puis la plus représentative (le plus d'avis)\n near = [s for s in scored\n if s[0] >= max(SEUIL_CONFIANCE, top - 0.15)]\n if near:\n best_conf, best_sig, best = max(\n near, key=lambda s: (bool(_CORP_TYPES.search(\n s[2].get(\"type\") or \"\")),\n s[2].get(\"reviews\") or 0, s[0]))\n else:\n best_conf, best_sig, best = max(scored, key=lambda s: s[0])\n now = time.time()\n if best is None or best_conf < SEUIL_CONFIANCE:\n con.execute(\n \"UPDATE managers SET resolve_failed=1, resolved_at=?,\"\n \" match_confidence=?, match_signals=? WHERE id=?\",\n (now, round(best_conf, 3) if best else None,\n json.dumps({\"refus\": \"confiance insuffisante\",\n \"candidats\": len(cands), **best_sig},\n ensure_ascii=False), manager_id))","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e3498bee-d014-46b8-8690-d9c0ed4beacd","timestamp":"2026-08-25T06:49:06.137Z","tool_use_result":{"stdout":"137:def resolve(manager_id: int, con=None) -> dict:\n156: cands = data.get(\"local_results\") or []\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\n \"region\") or \"\"\n except (ValueError, TypeError):\n pass\n q = f\"{mgr['name']} {region} Québec\".strip()\n data = serpapi_client.google_maps(q)\n cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n\n scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]\n best, best_conf, best_sig = None, 0.0, {}\n if scored:\n top = max(s[0] for s in scored)\n # une chaîne a souvent une fiche Google PAR IMMEUBLE en plus du\n # siège : parmi les candidats plausibles (confiance proche du\n # meilleur ET au-dessus du seuil), préférer la fiche d'entreprise\n # puis la plus représentative (le plus d'avis)\n near = [s for s in scored\n if s[0] >= max(SEUIL_CONFIANCE, top - 0.15)]\n if near:\n best_conf, best_sig, best = max(\n near, key=lambda s: (bool(_CORP_TYPES.search(\n s[2].get(\"type\") or \"\")),\n s[2].get(\"reviews\") or 0, s[0]))\n else:\n best_conf, best_sig, best = max(scored, key=lambda s: s[0])\n now = time.time()\n if best is None or best_conf < SEUIL_CONFIANCE:\n con.execute(\n \"UPDATE managers SET resolve_failed=1, resolved_at=?,\"\n \" match_confidence=?, match_signals=? WHERE id=?\",\n (now, round(best_conf, 3) if best else None,\n json.dumps({\"refus\": \"confiance insuffisante\",\n \"candidats\": len(cands), **best_sig},\n ensure_ascii=False), manager_id))","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}310{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"d12f0042-24b4-4d99-b4f9-b09dda77250b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}311{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP29fQ8mc4m22o1EexNV","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":854,"cache_read_input_tokens":89771,"cache_creation":{"ephemeral_5m_input_tokens":854,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"02d80da7-c1d5-4607-a2de-e7e8ee16b65f"}}312{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP29fQ8mc4m22o1EexNV","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013yNyT7UXT6trHXUAyGUxhX","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","old_string":" cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]","new_string":" cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n for c in cands:\n # SerpApi renvoie parfois `type` en liste (multi-catégories)\n if isinstance(c.get(\"type\"), list):\n c[\"type\"] = \", \".join(str(t) for t in c[\"type\"])"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":854,"cache_read_input_tokens":89771,"cache_creation":{"ephemeral_5m_input_tokens":854,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8ffbc3dc-3e2b-4bbd-8008-3137f79d3a7d"}}313{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013yNyT7UXT6trHXUAyGUxhX","type":"tool_result","content":"The file /Users/simon-pierreboucher/apps/lou-ka/louka/managers.py has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5c40d434-0ef3-4d74-8c55-1c4fb53908da","timestamp":"2026-08-25T06:49:16.081Z","tool_use_result":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","oldString":" cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]","newString":" cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n for c in cands:\n # SerpApi renvoie parfois `type` en liste (multi-catégories)\n if isinstance(c.get(\"type\"), list):\n c[\"type\"] = \", \".join(str(t) for t in c[\"type\"])","originalFile":"# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# managers.py : « Qui gère ce logement? » — fiche du gestionnaire/propriétaire.\n#\n# 1) Amorçage : les gestionnaires sont les sources DIRECTES de Lou-Ka\n# (data/sources.json, hors portails et petites annonces) qui ont au moins\n# une annonce collectée. Aucun gestionnaire n'est inventé.\n# 2) Résolution Google Maps (SerpApi, serveur seulement) : la fiche Google\n# n'est associée QUE si la confiance est suffisante (similarité de nom,\n# domaine du site web, ville) — jamais « le premier résultat » aveuglément.\n# Signaux et confiance stockés (match_confidence, match_signals).\n# 3) Avis Google : synchronisation paginée (next_page_token, hl=fr, plus\n# récents d'abord), dédupliqués par (manager_id, review_id Google) avec\n# repli sur un hash de contenu. Les avis vivent dans NOTRE base : les pages\n# ne déclenchent jamais d'appel SerpApi.\n# 4) Analyse : statistiques réelles (distribution, récence, tendance — pas\n# seulement la moyenne Google) + thèmes par lexique français, sentiment\n# dérivé de la note, sévérité et confiance. Statut « inferred » assumé.\n# -----------------------------------------------------------------------------\nfrom __future__ import annotations\n\nimport difflib\nimport hashlib\nimport json\nimport re\nimport time\nimport unicodedata\nfrom datetime import datetime, timezone\n\nfrom . import db, serpapi_client\nfrom .dedup import CLASSIFIEDS, PORTALS\n\nVERSION = \"gestionnaire-1.0\"\nSEUIL_CONFIANCE = 0.60 # sous ce seuil : fiche Google NON associée\nMAX_PAGES = 10 # garde-fou pagination avis (par synchronisation)\nSYNC_TTL = 7 * 86400 # re-synchroniser les avis au plus aux 7 jours\nRESOLVE_RETRY = 30 * 86400 # re-tenter une résolution échouée après 30 jours\n\n# suffixes/génériques retirés pour comparer les noms d'entreprises\n_LEGAL = re.compile(\n r\"\\b(inc|ltee|ltée|ltd|senc|s\\.e\\.n\\.c|enr|corp|corporation|groupe|group|\"\n r\"gestion|gestions|immobilier|immobiliere|immobilière|immeubles?|\"\n r\"appartements?|apartments?|properties|proprietes|propriétés|residences?|\"\n r\"résidences?|habitations?|siege|social|bureau|head|office|\"\n r\"les|le|la|de|du|des|et|and)\\b\")\n\n# types Google d'une fiche d'ENTREPRISE (vs fiche d'un immeuble précis)\n_CORP_TYPES = re.compile(\n r\"agence immobili|gestion immobili|property management|real estate|\"\n r\"societe de gestion|immobilier\", re.I)\n\n\ndef _norm_name(s: str | None) -> str:\n s = unicodedata.normalize(\"NFKD\", (s or \"\").lower())\n s = \"\".join(c for c in s if not unicodedata.combining(c))\n s = re.sub(r\"[^a-z0-9 ]+\", \" \", s)\n s = _LEGAL.sub(\" \", s)\n return \" \".join(s.split())\n\n\ndef _domain(url: str | None) -> str | None:\n if not url:\n return None\n m = re.search(r\"^(?:https?://)?(?:www\\.)?([^/:?#]+)\", url.strip().lower())\n return m.group(1) if m else None\n\n\n# --- 1) amorçage depuis sources.json ----------------------------------------\n\ndef seed(con=None) -> dict:\n \"\"\"Crée/actualise un gestionnaire par source directe ayant des annonces.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n sources = json.loads((db.DB_PATH.parent / \"sources.json\")\n .read_text(\"utf-8\"))[\"sources\"]\n with_ads = {r[\"source\"] for r in con.execute(\n \"SELECT DISTINCT source FROM listings\")}\n n = 0\n for s in sources:\n sid = s.get(\"id\")\n if not sid or sid in PORTALS or sid in CLASSIFIEDS:\n continue\n if sid not in with_ads and s.get(\"connector\") not in with_ads:\n continue\n con.execute(\n \"INSERT INTO managers (source_id, name, website, aliases)\"\n \" VALUES (?,?,?,?)\"\n \" ON CONFLICT(source_id) DO UPDATE SET name=excluded.name,\"\n \" website=excluded.website\",\n (sid, s.get(\"name\"), s.get(\"url\"),\n json.dumps({\"region\": s.get(\"region\"),\n \"connector\": s.get(\"connector\")},\n ensure_ascii=False)))\n n += 1\n con.commit()\n return {\"managers\": n}\n finally:\n if own:\n con.close()\n\n\n# --- 2) résolution Google Maps (jamais « le premier résultat ») --------------\n\ndef _score_candidate(mgr: dict, cand: dict) -> tuple[float, dict]:\n signals: dict = {}\n sim = difflib.SequenceMatcher(\n None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)\n conf = 0.6 * sim\n d_mgr, d_cand = _domain(mgr.get(\"website\")), _domain(cand.get(\"website\"))\n if d_mgr and d_cand and d_mgr == d_cand:\n conf += 0.3\n signals[\"meme_domaine_web\"] = d_mgr\n region = None\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\"region\")\n except (ValueError, TypeError):\n pass\n addr = (cand.get(\"address\") or \"\").lower()\n if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):\n conf += 0.1\n signals[\"ville_correspondante\"] = region\n # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type\n signals[\"nombre_avis\"] = cand.get(\"reviews\")\n return min(1.0, conf), signals\n\n\ndef resolve(manager_id: int, con=None) -> dict:\n \"\"\"Associe (ou refuse d'associer) la fiche Google Maps du gestionnaire.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None:\n return {\"ok\": False, \"raison\": \"gestionnaire inconnu\"}\n mgr = dict(mgr)\n region = \"\"\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\n \"region\") or \"\"\n except (ValueError, TypeError):\n pass\n q = f\"{mgr['name']} {region} Québec\".strip()\n data = serpapi_client.google_maps(q)\n cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n\n scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]\n best, best_conf, best_sig = None, 0.0, {}\n if scored:\n top = max(s[0] for s in scored)\n # une chaîne a souvent une fiche Google PAR IMMEUBLE en plus du\n # siège : parmi les candidats plausibles (confiance proche du\n # meilleur ET au-dessus du seuil), préférer la fiche d'entreprise\n # puis la plus représentative (le plus d'avis)\n near = [s for s in scored\n if s[0] >= max(SEUIL_CONFIANCE, top - 0.15)]\n if near:\n best_conf, best_sig, best = max(\n near, key=lambda s: (bool(_CORP_TYPES.search(\n s[2].get(\"type\") or \"\")),\n s[2].get(\"reviews\") or 0, s[0]))\n else:\n best_conf, best_sig, best = max(scored, key=lambda s: s[0])\n now = time.time()\n if best is None or best_conf < SEUIL_CONFIANCE:\n con.execute(\n \"UPDATE managers SET resolve_failed=1, resolved_at=?,\"\n \" match_confidence=?, match_signals=? WHERE id=?\",\n (now, round(best_conf, 3) if best else None,\n json.dumps({\"refus\": \"confiance insuffisante\",\n \"candidats\": len(cands), **best_sig},\n ensure_ascii=False), manager_id))\n con.commit()\n return {\"ok\": False, \"raison\": \"confiance insuffisante\",\n \"confiance\": round(best_conf, 3)}\n con.execute(\n \"UPDATE managers SET gmaps_place_id=?, gmaps_data_id=?,\"\n \" gmaps_name=?, gmaps_address=?, gmaps_rating=?, gmaps_reviews=?,\"\n \" match_confidence=?, match_signals=?, resolved_at=?,\"\n \" resolve_failed=0, phone=COALESCE(phone, ?) WHERE id=?\",\n (best.get(\"place_id\"), best.get(\"data_id\"), best.get(\"title\"),\n best.get(\"address\"), best.get(\"rating\"), best.get(\"reviews\"),\n round(best_conf, 3), json.dumps(best_sig, ensure_ascii=False),\n now, best.get(\"phone\"), manager_id))\n con.commit()\n return {\"ok\": True, \"gmaps_name\": best.get(\"title\"),\n \"confiance\": round(best_conf, 3)}\n finally:\n if own:\n con.close()\n\n\n# --- 3) synchronisation des avis (paginée, dédupliquée, en base) -------------\n\ndef _content_hash(author: str | None, rating, text: str | None) -> str:\n raw = f\"{author or ''}|{rating}|{(text or '')[:200]}\"\n return hashlib.sha1(raw.encode(\"utf-8\")).hexdigest()\n\n\ndef sync_reviews(manager_id: int, con=None, max_pages: int = MAX_PAGES) -> dict:\n \"\"\"Rapatrie les avis Google (les plus récents d'abord) dans NOTRE base.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None or not mgr[\"gmaps_data_id\"]:\n return {\"ok\": False, \"raison\": \"fiche Google non associée\"}\n known = {r[\"external_review_id\"] for r in con.execute(\n \"SELECT external_review_id FROM manager_reviews WHERE manager_id=?\",\n (manager_id,))}\n known_hash = {r[\"content_hash\"] for r in con.execute(\n \"SELECT content_hash FROM manager_reviews WHERE manager_id=?\"\n \" AND external_review_id IS NULL\", (manager_id,))}\n\n token, new, pages = None, 0, 0\n while pages < max_pages:\n data = serpapi_client.google_maps_reviews(\n mgr[\"gmaps_data_id\"], next_page_token=token)\n reviews = data.get(\"reviews\") or []\n pages += 1\n page_new = 0\n now = time.time()\n for rv in reviews:\n ext = rv.get(\"review_id\")\n text = rv.get(\"snippet\") or rv.get(\"extracted_snippet\",\n {}).get(\"original\")\n user = rv.get(\"user\") or {}\n chash = _content_hash(user.get(\"name\"), rv.get(\"rating\"), text)\n if (ext and ext in known) or (not ext and chash in known_hash):\n continue\n resp = rv.get(\"response\") or {}\n analysis = _analyze_review(rv.get(\"rating\"), text)\n con.execute(\n \"INSERT INTO manager_reviews (manager_id,\"\n \" external_review_id, source, rating, text, published_at,\"\n \" relative_date_raw, author_name, author_review_count,\"\n \" owner_response, owner_response_date, source_url,\"\n \" fetched_at, content_hash, analysis) VALUES\"\n \" (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\"\n \" ON CONFLICT(manager_id, external_review_id) DO NOTHING\",\n (manager_id, ext, \"google_maps\", rv.get(\"rating\"), text,\n rv.get(\"iso_date\"), rv.get(\"date\"), user.get(\"name\"),\n user.get(\"reviews\"), resp.get(\"snippet\"),\n resp.get(\"iso_date\") or resp.get(\"date\"), rv.get(\"link\"),\n now, chash, json.dumps(analysis, ensure_ascii=False)))\n if ext:\n known.add(ext)\n else:\n known_hash.add(chash)\n page_new += 1\n new += page_new\n token = (data.get(\"serpapi_pagination\") or {}).get(\n \"next_page_token\")\n # tri « plus récents d'abord » : une page entièrement connue\n # signifie qu'on a rejoint l'historique déjà synchronisé\n if not token or (reviews and page_new == 0):\n break\n stats = _aggregate(con, manager_id)\n con.execute(\"UPDATE managers SET review_stats=?, last_synced_at=?\"\n \" WHERE id=?\",\n (json.dumps(stats, ensure_ascii=False), time.time(),\n manager_id))\n con.commit()\n return {\"ok\": True, \"nouveaux\": new, \"pages\": pages,\n \"total\": stats.get(\"n\")}\n finally:\n if own:\n con.close()\n\n\n# --- 4) analyse : thèmes (lexique fr), sentiment, sévérité, agrégats ---------\n\nTOPICS = {\n \"entretien\": [\"entretien\", \"entreten\", \"maintenance\", \"neglige\", \"négligé\",\n \"delabre\", \"délabré\", \"moisissure\"],\n \"réparations\": [\"reparation\", \"réparation\", \"reparer\", \"réparer\", \"bris\",\n \"brise\", \"brisé\", \"fuite\", \"degat\", \"dégât\", \"plomberie\"],\n \"communication\": [\"communication\", \"repond\", \"répond\", \"reponse\",\n \"réponse\", \"rappel\", \"courriel\", \"joindre\",\n \"injoignable\", \"appel\", \"message\"],\n \"personnel\": [\"personnel\", \"employe\", \"employé\", \"concierge\", \"equipe\",\n \"équipe\", \"gerant\", \"gérant\", \"agent\", \"proprietaire\",\n \"propriétaire\"],\n \"propreté\": [\"propre\", \"proprete\", \"propreté\", \"sale\", \"salete\", \"saleté\",\n \"malpropre\"],\n \"chauffage\": [\"chauffage\", \"chauffe\", \"chauffé\", \"froid\", \"temperature\",\n \"température\"],\n \"eau chaude\": [\"eau chaude\"],\n \"vermine\": [\"punaise\", \"coquerelle\", \"souris\", \"rat \", \"rats\", \"insecte\",\n \"vermine\", \"fourmi\", \"extermina\"],\n \"bruit\": [\"bruit\", \"bruyant\", \"tapage\", \"insonoris\"],\n \"sécurité\": [\"securite\", \"sécurité\", \"securitaire\", \"sécuritaire\", \"vol\",\n \"intrusion\", \"serrure\", \"camera\", \"caméra\"],\n \"ascenseur\": [\"ascenseur\"],\n \"stationnement\": [\"stationnement\", \"parking\", \"deneigement\",\n \"déneigement\"],\n \"dépôt et remboursement\": [\"depot\", \"dépôt\", \"rembours\", \"caution\"],\n \"augmentation de loyer\": [\"augmentation\", \"hausse\"],\n \"bail et location\": [\"bail\", \"signature\", \"visite\", \"location\"],\n \"service client\": [\"service\", \"clientele\", \"clientèle\", \"professionnel\",\n \"courtois\", \"arrogant\", \"impoli\", \"respect\"],\n}\n_GRAVES = {\"vermine\", \"sécurité\", \"chauffage\", \"eau chaude\"}\n\n\ndef _analyze_review(rating, text: str | None) -> dict:\n t = (text or \"\").lower()\n topics = sorted({name for name, kws in TOPICS.items()\n if any(k in t for k in kws)})\n if rating is None:\n sentiment = \"inconnu\"\n elif rating <= 2:\n sentiment = \"négatif\"\n elif rating >= 4:\n sentiment = \"positif\"\n else:\n sentiment = \"neutre\"\n severity = \"faible\"\n if sentiment == \"négatif\":\n severity = \"élevée\" if any(x in _GRAVES for x in topics) else \"moyenne\"\n if len(t) >= 80 and topics:\n confidence = 0.7\n elif t:\n confidence = 0.4\n else:\n confidence = 0.2\n return {\"topics\": topics, \"sentiment\": sentiment, \"severite\": severity,\n \"confiance\": confidence, \"statut\": \"inferred\",\n \"methode\": \"lexique de thèmes fr + sentiment dérivé de la note\"}\n\n\ndef _aggregate(con, manager_id: int) -> dict:\n rows = con.execute(\n \"SELECT rating, published_at, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\", (manager_id,)).fetchall()\n rated = [r for r in rows if r[\"rating\"] is not None]\n out: dict = {\"n\": len(rows), \"version\": VERSION, \"statut\": \"calculated\",\n \"methode\": (\"statistiques calculées sur les avis Google \"\n \"synchronisés en base (pas seulement la moyenne \"\n \"affichée par Google) — l'échantillon peut être \"\n \"plus petit que le total annoncé par Google, il \"\n \"s'accumule à chaque synchronisation ; thèmes \"\n \"par lexique — inférence, pas une lecture \"\n \"humaine\")}\n if not rated:\n return out\n out[\"moyenne\"] = round(sum(r[\"rating\"] for r in rated) / len(rated), 2)\n dist = {str(i): 0 for i in range(1, 6)}\n for r in rated:\n k = str(int(round(r[\"rating\"])))\n if k in dist:\n dist[k] += 1\n out[\"distribution\"] = dist\n out[\"pct_negatif\"] = round(100 * (dist[\"1\"] + dist[\"2\"]) / len(rated))\n out[\"pct_positif\"] = round(100 * (dist[\"4\"] + dist[\"5\"]) / len(rated))\n out[\"avec_reponse_proprietaire\"] = sum(\n 1 for r in rows if r[\"owner_response\"])\n\n cutoff = datetime.now(timezone.utc).timestamp() - 365 * 86400\n rec, old = [], []\n for r in rated:\n ts = _iso_ts(r[\"published_at\"])\n (rec if ts and ts >= cutoff else old).append(r[\"rating\"])\n if rec:\n out[\"moyenne_12m\"] = round(sum(rec) / len(rec), 2)\n out[\"n_12m\"] = len(rec)\n if len(rec) >= 5 and len(old) >= 5:\n delta = out[\"moyenne_12m\"] - sum(old) / len(old)\n out[\"tendance\"] = (\"en amélioration\" if delta >= 0.3 else\n \"en dégradation\" if delta <= -0.3 else \"stable\")\n out[\"tendance_delta\"] = round(delta, 2)\n\n themes: dict[str, dict] = {}\n for r in rows:\n try:\n a = json.loads(r[\"analysis\"] or \"{}\")\n except (ValueError, TypeError):\n continue\n for tp in a.get(\"topics\") or []:\n d = themes.setdefault(tp, {\"mentions\": 0, \"negatif\": 0,\n \"positif\": 0})\n d[\"mentions\"] += 1\n if a.get(\"sentiment\") == \"négatif\":\n d[\"negatif\"] += 1\n elif a.get(\"sentiment\") == \"positif\":\n d[\"positif\"] += 1\n out[\"themes\"] = dict(sorted(themes.items(),\n key=lambda kv: -kv[1][\"mentions\"]))\n out[\"plaintes_frequentes\"] = [\n k for k, v in sorted(themes.items(), key=lambda kv: -kv[1][\"negatif\"])\n if v[\"negatif\"] >= 2][:5]\n return out\n\n\ndef _iso_ts(iso: str | None) -> float | None:\n if not iso:\n return None\n try:\n return datetime.fromisoformat(iso.replace(\"Z\", \"+00:00\")).timestamp()\n except ValueError:\n return None\n\n\n# --- fiche API + boucle de fond ----------------------------------------------\n\ndef fiche(source_id: str, con=None) -> dict | None:\n \"\"\"Fiche gestionnaire pour l'API — tout vient de NOTRE base (0 SerpApi).\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE source_id=?\",\n (source_id,)).fetchone()\n if mgr is None:\n return None\n m = dict(mgr)\n n_active = con.execute(\n \"SELECT COUNT(*) n FROM listings WHERE source=? AND active=1\"\n \" AND published=1 AND dup_of IS NULL\", (source_id,)).fetchone()[\"n\"]\n out = {\n \"source_id\": m[\"source_id\"], \"nom\": m[\"name\"],\n \"site_web\": m[\"website\"], \"telephone\": m[\"phone\"],\n \"annonces_actives\": n_active, \"version\": VERSION,\n }\n if m[\"gmaps_place_id\"] and not m[\"resolve_failed\"]:\n out[\"google_maps\"] = {\n \"nom\": m[\"gmaps_name\"], \"adresse\": m[\"gmaps_address\"],\n \"note\": m[\"gmaps_rating\"], \"nombre_avis\": m[\"gmaps_reviews\"],\n \"place_id\": m[\"gmaps_place_id\"],\n \"confiance_association\": m[\"match_confidence\"],\n \"signaux\": json.loads(m[\"match_signals\"] or \"{}\"),\n \"statut\": \"inferred\",\n \"methode\": (\"fiche associée par similarité de nom, domaine \"\n \"web et ville — association refusée sous \"\n f\"{SEUIL_CONFIANCE:.2f} de confiance\"),\n }\n try:\n out[\"avis\"] = json.loads(m[\"review_stats\"] or \"null\")\n except (ValueError, TypeError):\n out[\"avis\"] = None\n out[\"avis_recents\"] = [\n {\"note\": r[\"rating\"], \"texte\": r[\"text\"],\n \"date\": r[\"published_at\"] or r[\"relative_date_raw\"],\n \"auteur\": r[\"author_name\"],\n \"reponse_proprietaire\": bool(r[\"owner_response\"]),\n \"analyse\": json.loads(r[\"analysis\"] or \"{}\"),\n \"statut\": \"observed\"}\n for r in con.execute(\n \"SELECT rating, text, published_at, relative_date_raw,\"\n \" author_name, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\"\n \" ORDER BY published_at DESC, fetched_at DESC LIMIT 10\",\n (m[\"id\"],))]\n out[\"derniere_synchro\"] = m[\"last_synced_at\"]\n elif m[\"resolved_at\"]:\n out[\"google_maps\"] = {\n \"statut\": \"non_associe\",\n \"note_methode\": (\"aucune fiche Google Maps n'a pu être \"\n \"associée avec une confiance suffisante — \"\n \"Lou-Ka préfère ne rien afficher plutôt que \"\n \"d'attribuer les avis d'une autre entreprise\"),\n }\n return out\n finally:\n if own:\n con.close()\n\n\ndef precompute(budget_s: float = 120.0, con=None) -> dict:\n \"\"\"Boucle de fond : amorce, résout et synchronise dans un budget temps.\"\"\"\n if not serpapi_client.available():\n return {\"skipped\": \"SERPAPI_API_KEY absente\"}\n own = con is None\n if own:\n con = db.connect()\n t0 = time.time()\n resolved = synced = errors = 0\n try:\n seed(con)\n now = time.time()\n # 1) résolutions manquantes (ou échecs anciens à retenter)\n for r in con.execute(\n \"SELECT id FROM managers WHERE resolved_at IS NULL\"\n \" OR (resolve_failed=1 AND resolved_at < ?)\"\n \" ORDER BY resolved_at IS NOT NULL, id\",\n (now - RESOLVE_RETRY,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if resolve(r[\"id\"], con).get(\"ok\"):\n resolved += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break # panne API : ne pas insister ce tour-ci\n # 2) avis périmés (les jamais-synchronisés d'abord)\n for r in con.execute(\n \"SELECT id FROM managers WHERE gmaps_data_id IS NOT NULL\"\n \" AND resolve_failed=0 AND (last_synced_at IS NULL\"\n \" OR last_synced_at < ?)\"\n \" ORDER BY last_synced_at IS NOT NULL, last_synced_at\",\n (now - SYNC_TTL,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if sync_reviews(r[\"id\"], con).get(\"ok\"):\n synced += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break\n return {\"resolved\": resolved, \"synced\": synced, \"errors\": errors,\n \"elapsed_s\": round(time.time() - t0, 1)}\n finally:\n if own:\n con.close()\n\n\nif __name__ == \"__main__\":\n print(precompute())\n","structuredPatch":[{"oldStart":156,"oldLines":6,"newStart":156,"newLines":10,"lines":[" cands = data.get(\"local_results\") or []"," if not cands and data.get(\"place_results\"):"," cands = [data[\"place_results\"]]","+ for c in cands:","+ # SerpApi renvoie parfois `type` en liste (multi-catégories)","+ if isinstance(c.get(\"type\"), list):","+ c[\"type\"] = \", \".join(str(t) for t in c[\"type\"])"," "," scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]"," best, best_conf, best_sig = None, 0.0, {}"]}],"userModified":false,"replaceAll":false}}}314{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"02230b7f-9057-4375-84b9-c18ff52b9086","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}315{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2AQ2SkqcR6LbVreNzw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015LcDETsaXJKfeJcv4KUJRT","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","old_string":" # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type","new_string":" if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":472,"cache_read_input_tokens":90625,"cache_creation":{"ephemeral_5m_input_tokens":472,"ephemeral_1h_input_tokens":0},"output_tokens":15,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"67d5bc9c-a8ca-4cb6-9463-aa555fca6a4c"}}316{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015LcDETsaXJKfeJcv4KUJRT","type":"tool_result","content":"The file /Users/simon-pierreboucher/apps/lou-ka/louka/managers.py has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"bbbb380a-c8a5-4e85-b2cf-b9c37ed7e9ce","timestamp":"2026-08-25T06:49:23.251Z","tool_use_result":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/managers.py","oldString":" # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type","newString":" if _CORP_TYPES.search(cand.get(\"type\") or \"\"):\n signals[\"fiche_entreprise\"] = cand.get(\"type\")\n signals[\"type_fiche\"] = cand.get(\"type\")","originalFile":"# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# managers.py : « Qui gère ce logement? » — fiche du gestionnaire/propriétaire.\n#\n# 1) Amorçage : les gestionnaires sont les sources DIRECTES de Lou-Ka\n# (data/sources.json, hors portails et petites annonces) qui ont au moins\n# une annonce collectée. Aucun gestionnaire n'est inventé.\n# 2) Résolution Google Maps (SerpApi, serveur seulement) : la fiche Google\n# n'est associée QUE si la confiance est suffisante (similarité de nom,\n# domaine du site web, ville) — jamais « le premier résultat » aveuglément.\n# Signaux et confiance stockés (match_confidence, match_signals).\n# 3) Avis Google : synchronisation paginée (next_page_token, hl=fr, plus\n# récents d'abord), dédupliqués par (manager_id, review_id Google) avec\n# repli sur un hash de contenu. Les avis vivent dans NOTRE base : les pages\n# ne déclenchent jamais d'appel SerpApi.\n# 4) Analyse : statistiques réelles (distribution, récence, tendance — pas\n# seulement la moyenne Google) + thèmes par lexique français, sentiment\n# dérivé de la note, sévérité et confiance. Statut « inferred » assumé.\n# -----------------------------------------------------------------------------\nfrom __future__ import annotations\n\nimport difflib\nimport hashlib\nimport json\nimport re\nimport time\nimport unicodedata\nfrom datetime import datetime, timezone\n\nfrom . import db, serpapi_client\nfrom .dedup import CLASSIFIEDS, PORTALS\n\nVERSION = \"gestionnaire-1.0\"\nSEUIL_CONFIANCE = 0.60 # sous ce seuil : fiche Google NON associée\nMAX_PAGES = 10 # garde-fou pagination avis (par synchronisation)\nSYNC_TTL = 7 * 86400 # re-synchroniser les avis au plus aux 7 jours\nRESOLVE_RETRY = 30 * 86400 # re-tenter une résolution échouée après 30 jours\n\n# suffixes/génériques retirés pour comparer les noms d'entreprises\n_LEGAL = re.compile(\n r\"\\b(inc|ltee|ltée|ltd|senc|s\\.e\\.n\\.c|enr|corp|corporation|groupe|group|\"\n r\"gestion|gestions|immobilier|immobiliere|immobilière|immeubles?|\"\n r\"appartements?|apartments?|properties|proprietes|propriétés|residences?|\"\n r\"résidences?|habitations?|siege|social|bureau|head|office|\"\n r\"les|le|la|de|du|des|et|and)\\b\")\n\n# types Google d'une fiche d'ENTREPRISE (vs fiche d'un immeuble précis)\n_CORP_TYPES = re.compile(\n r\"agence immobili|gestion immobili|property management|real estate|\"\n r\"societe de gestion|immobilier\", re.I)\n\n\ndef _norm_name(s: str | None) -> str:\n s = unicodedata.normalize(\"NFKD\", (s or \"\").lower())\n s = \"\".join(c for c in s if not unicodedata.combining(c))\n s = re.sub(r\"[^a-z0-9 ]+\", \" \", s)\n s = _LEGAL.sub(\" \", s)\n return \" \".join(s.split())\n\n\ndef _domain(url: str | None) -> str | None:\n if not url:\n return None\n m = re.search(r\"^(?:https?://)?(?:www\\.)?([^/:?#]+)\", url.strip().lower())\n return m.group(1) if m else None\n\n\n# --- 1) amorçage depuis sources.json ----------------------------------------\n\ndef seed(con=None) -> dict:\n \"\"\"Crée/actualise un gestionnaire par source directe ayant des annonces.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n sources = json.loads((db.DB_PATH.parent / \"sources.json\")\n .read_text(\"utf-8\"))[\"sources\"]\n with_ads = {r[\"source\"] for r in con.execute(\n \"SELECT DISTINCT source FROM listings\")}\n n = 0\n for s in sources:\n sid = s.get(\"id\")\n if not sid or sid in PORTALS or sid in CLASSIFIEDS:\n continue\n if sid not in with_ads and s.get(\"connector\") not in with_ads:\n continue\n con.execute(\n \"INSERT INTO managers (source_id, name, website, aliases)\"\n \" VALUES (?,?,?,?)\"\n \" ON CONFLICT(source_id) DO UPDATE SET name=excluded.name,\"\n \" website=excluded.website\",\n (sid, s.get(\"name\"), s.get(\"url\"),\n json.dumps({\"region\": s.get(\"region\"),\n \"connector\": s.get(\"connector\")},\n ensure_ascii=False)))\n n += 1\n con.commit()\n return {\"managers\": n}\n finally:\n if own:\n con.close()\n\n\n# --- 2) résolution Google Maps (jamais « le premier résultat ») --------------\n\ndef _score_candidate(mgr: dict, cand: dict) -> tuple[float, dict]:\n signals: dict = {}\n sim = difflib.SequenceMatcher(\n None, _norm_name(mgr[\"name\"]), _norm_name(cand.get(\"title\"))).ratio()\n signals[\"similarite_nom\"] = round(sim, 3)\n conf = 0.6 * sim\n d_mgr, d_cand = _domain(mgr.get(\"website\")), _domain(cand.get(\"website\"))\n if d_mgr and d_cand and d_mgr == d_cand:\n conf += 0.3\n signals[\"meme_domaine_web\"] = d_mgr\n region = None\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\"region\")\n except (ValueError, TypeError):\n pass\n addr = (cand.get(\"address\") or \"\").lower()\n if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):\n conf += 0.1\n signals[\"ville_correspondante\"] = region\n # SerpApi renvoie parfois `type` en liste (multi-catégories)\n cand_type = cand.get(\"type\")\n if isinstance(cand_type, list):\n cand_type = \", \".join(str(t) for t in cand_type)\n if _CORP_TYPES.search(cand_type or \"\"):\n signals[\"fiche_entreprise\"] = cand_type\n signals[\"type_fiche\"] = cand_type\n signals[\"nombre_avis\"] = cand.get(\"reviews\")\n return min(1.0, conf), signals\n\n\ndef resolve(manager_id: int, con=None) -> dict:\n \"\"\"Associe (ou refuse d'associer) la fiche Google Maps du gestionnaire.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None:\n return {\"ok\": False, \"raison\": \"gestionnaire inconnu\"}\n mgr = dict(mgr)\n region = \"\"\n try:\n region = (json.loads(mgr.get(\"aliases\") or \"{}\") or {}).get(\n \"region\") or \"\"\n except (ValueError, TypeError):\n pass\n q = f\"{mgr['name']} {region} Québec\".strip()\n data = serpapi_client.google_maps(q)\n cands = data.get(\"local_results\") or []\n if not cands and data.get(\"place_results\"):\n cands = [data[\"place_results\"]]\n for c in cands:\n # SerpApi renvoie parfois `type` en liste (multi-catégories)\n if isinstance(c.get(\"type\"), list):\n c[\"type\"] = \", \".join(str(t) for t in c[\"type\"])\n\n scored = [( *_score_candidate(mgr, c), c) for c in cands[:8]]\n best, best_conf, best_sig = None, 0.0, {}\n if scored:\n top = max(s[0] for s in scored)\n # une chaîne a souvent une fiche Google PAR IMMEUBLE en plus du\n # siège : parmi les candidats plausibles (confiance proche du\n # meilleur ET au-dessus du seuil), préférer la fiche d'entreprise\n # puis la plus représentative (le plus d'avis)\n near = [s for s in scored\n if s[0] >= max(SEUIL_CONFIANCE, top - 0.15)]\n if near:\n best_conf, best_sig, best = max(\n near, key=lambda s: (bool(_CORP_TYPES.search(\n s[2].get(\"type\") or \"\")),\n s[2].get(\"reviews\") or 0, s[0]))\n else:\n best_conf, best_sig, best = max(scored, key=lambda s: s[0])\n now = time.time()\n if best is None or best_conf < SEUIL_CONFIANCE:\n con.execute(\n \"UPDATE managers SET resolve_failed=1, resolved_at=?,\"\n \" match_confidence=?, match_signals=? WHERE id=?\",\n (now, round(best_conf, 3) if best else None,\n json.dumps({\"refus\": \"confiance insuffisante\",\n \"candidats\": len(cands), **best_sig},\n ensure_ascii=False), manager_id))\n con.commit()\n return {\"ok\": False, \"raison\": \"confiance insuffisante\",\n \"confiance\": round(best_conf, 3)}\n con.execute(\n \"UPDATE managers SET gmaps_place_id=?, gmaps_data_id=?,\"\n \" gmaps_name=?, gmaps_address=?, gmaps_rating=?, gmaps_reviews=?,\"\n \" match_confidence=?, match_signals=?, resolved_at=?,\"\n \" resolve_failed=0, phone=COALESCE(phone, ?) WHERE id=?\",\n (best.get(\"place_id\"), best.get(\"data_id\"), best.get(\"title\"),\n best.get(\"address\"), best.get(\"rating\"), best.get(\"reviews\"),\n round(best_conf, 3), json.dumps(best_sig, ensure_ascii=False),\n now, best.get(\"phone\"), manager_id))\n con.commit()\n return {\"ok\": True, \"gmaps_name\": best.get(\"title\"),\n \"confiance\": round(best_conf, 3)}\n finally:\n if own:\n con.close()\n\n\n# --- 3) synchronisation des avis (paginée, dédupliquée, en base) -------------\n\ndef _content_hash(author: str | None, rating, text: str | None) -> str:\n raw = f\"{author or ''}|{rating}|{(text or '')[:200]}\"\n return hashlib.sha1(raw.encode(\"utf-8\")).hexdigest()\n\n\ndef sync_reviews(manager_id: int, con=None, max_pages: int = MAX_PAGES) -> dict:\n \"\"\"Rapatrie les avis Google (les plus récents d'abord) dans NOTRE base.\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE id=?\",\n (manager_id,)).fetchone()\n if mgr is None or not mgr[\"gmaps_data_id\"]:\n return {\"ok\": False, \"raison\": \"fiche Google non associée\"}\n known = {r[\"external_review_id\"] for r in con.execute(\n \"SELECT external_review_id FROM manager_reviews WHERE manager_id=?\",\n (manager_id,))}\n known_hash = {r[\"content_hash\"] for r in con.execute(\n \"SELECT content_hash FROM manager_reviews WHERE manager_id=?\"\n \" AND external_review_id IS NULL\", (manager_id,))}\n\n token, new, pages = None, 0, 0\n while pages < max_pages:\n data = serpapi_client.google_maps_reviews(\n mgr[\"gmaps_data_id\"], next_page_token=token)\n reviews = data.get(\"reviews\") or []\n pages += 1\n page_new = 0\n now = time.time()\n for rv in reviews:\n ext = rv.get(\"review_id\")\n text = rv.get(\"snippet\") or rv.get(\"extracted_snippet\",\n {}).get(\"original\")\n user = rv.get(\"user\") or {}\n chash = _content_hash(user.get(\"name\"), rv.get(\"rating\"), text)\n if (ext and ext in known) or (not ext and chash in known_hash):\n continue\n resp = rv.get(\"response\") or {}\n analysis = _analyze_review(rv.get(\"rating\"), text)\n con.execute(\n \"INSERT INTO manager_reviews (manager_id,\"\n \" external_review_id, source, rating, text, published_at,\"\n \" relative_date_raw, author_name, author_review_count,\"\n \" owner_response, owner_response_date, source_url,\"\n \" fetched_at, content_hash, analysis) VALUES\"\n \" (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\"\n \" ON CONFLICT(manager_id, external_review_id) DO NOTHING\",\n (manager_id, ext, \"google_maps\", rv.get(\"rating\"), text,\n rv.get(\"iso_date\"), rv.get(\"date\"), user.get(\"name\"),\n user.get(\"reviews\"), resp.get(\"snippet\"),\n resp.get(\"iso_date\") or resp.get(\"date\"), rv.get(\"link\"),\n now, chash, json.dumps(analysis, ensure_ascii=False)))\n if ext:\n known.add(ext)\n else:\n known_hash.add(chash)\n page_new += 1\n new += page_new\n token = (data.get(\"serpapi_pagination\") or {}).get(\n \"next_page_token\")\n # tri « plus récents d'abord » : une page entièrement connue\n # signifie qu'on a rejoint l'historique déjà synchronisé\n if not token or (reviews and page_new == 0):\n break\n stats = _aggregate(con, manager_id)\n con.execute(\"UPDATE managers SET review_stats=?, last_synced_at=?\"\n \" WHERE id=?\",\n (json.dumps(stats, ensure_ascii=False), time.time(),\n manager_id))\n con.commit()\n return {\"ok\": True, \"nouveaux\": new, \"pages\": pages,\n \"total\": stats.get(\"n\")}\n finally:\n if own:\n con.close()\n\n\n# --- 4) analyse : thèmes (lexique fr), sentiment, sévérité, agrégats ---------\n\nTOPICS = {\n \"entretien\": [\"entretien\", \"entreten\", \"maintenance\", \"neglige\", \"négligé\",\n \"delabre\", \"délabré\", \"moisissure\"],\n \"réparations\": [\"reparation\", \"réparation\", \"reparer\", \"réparer\", \"bris\",\n \"brise\", \"brisé\", \"fuite\", \"degat\", \"dégât\", \"plomberie\"],\n \"communication\": [\"communication\", \"repond\", \"répond\", \"reponse\",\n \"réponse\", \"rappel\", \"courriel\", \"joindre\",\n \"injoignable\", \"appel\", \"message\"],\n \"personnel\": [\"personnel\", \"employe\", \"employé\", \"concierge\", \"equipe\",\n \"équipe\", \"gerant\", \"gérant\", \"agent\", \"proprietaire\",\n \"propriétaire\"],\n \"propreté\": [\"propre\", \"proprete\", \"propreté\", \"sale\", \"salete\", \"saleté\",\n \"malpropre\"],\n \"chauffage\": [\"chauffage\", \"chauffe\", \"chauffé\", \"froid\", \"temperature\",\n \"température\"],\n \"eau chaude\": [\"eau chaude\"],\n \"vermine\": [\"punaise\", \"coquerelle\", \"souris\", \"rat \", \"rats\", \"insecte\",\n \"vermine\", \"fourmi\", \"extermina\"],\n \"bruit\": [\"bruit\", \"bruyant\", \"tapage\", \"insonoris\"],\n \"sécurité\": [\"securite\", \"sécurité\", \"securitaire\", \"sécuritaire\", \"vol\",\n \"intrusion\", \"serrure\", \"camera\", \"caméra\"],\n \"ascenseur\": [\"ascenseur\"],\n \"stationnement\": [\"stationnement\", \"parking\", \"deneigement\",\n \"déneigement\"],\n \"dépôt et remboursement\": [\"depot\", \"dépôt\", \"rembours\", \"caution\"],\n \"augmentation de loyer\": [\"augmentation\", \"hausse\"],\n \"bail et location\": [\"bail\", \"signature\", \"visite\", \"location\"],\n \"service client\": [\"service\", \"clientele\", \"clientèle\", \"professionnel\",\n \"courtois\", \"arrogant\", \"impoli\", \"respect\"],\n}\n_GRAVES = {\"vermine\", \"sécurité\", \"chauffage\", \"eau chaude\"}\n\n\ndef _analyze_review(rating, text: str | None) -> dict:\n t = (text or \"\").lower()\n topics = sorted({name for name, kws in TOPICS.items()\n if any(k in t for k in kws)})\n if rating is None:\n sentiment = \"inconnu\"\n elif rating <= 2:\n sentiment = \"négatif\"\n elif rating >= 4:\n sentiment = \"positif\"\n else:\n sentiment = \"neutre\"\n severity = \"faible\"\n if sentiment == \"négatif\":\n severity = \"élevée\" if any(x in _GRAVES for x in topics) else \"moyenne\"\n if len(t) >= 80 and topics:\n confidence = 0.7\n elif t:\n confidence = 0.4\n else:\n confidence = 0.2\n return {\"topics\": topics, \"sentiment\": sentiment, \"severite\": severity,\n \"confiance\": confidence, \"statut\": \"inferred\",\n \"methode\": \"lexique de thèmes fr + sentiment dérivé de la note\"}\n\n\ndef _aggregate(con, manager_id: int) -> dict:\n rows = con.execute(\n \"SELECT rating, published_at, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\", (manager_id,)).fetchall()\n rated = [r for r in rows if r[\"rating\"] is not None]\n out: dict = {\"n\": len(rows), \"version\": VERSION, \"statut\": \"calculated\",\n \"methode\": (\"statistiques calculées sur les avis Google \"\n \"synchronisés en base (pas seulement la moyenne \"\n \"affichée par Google) — l'échantillon peut être \"\n \"plus petit que le total annoncé par Google, il \"\n \"s'accumule à chaque synchronisation ; thèmes \"\n \"par lexique — inférence, pas une lecture \"\n \"humaine\")}\n if not rated:\n return out\n out[\"moyenne\"] = round(sum(r[\"rating\"] for r in rated) / len(rated), 2)\n dist = {str(i): 0 for i in range(1, 6)}\n for r in rated:\n k = str(int(round(r[\"rating\"])))\n if k in dist:\n dist[k] += 1\n out[\"distribution\"] = dist\n out[\"pct_negatif\"] = round(100 * (dist[\"1\"] + dist[\"2\"]) / len(rated))\n out[\"pct_positif\"] = round(100 * (dist[\"4\"] + dist[\"5\"]) / len(rated))\n out[\"avec_reponse_proprietaire\"] = sum(\n 1 for r in rows if r[\"owner_response\"])\n\n cutoff = datetime.now(timezone.utc).timestamp() - 365 * 86400\n rec, old = [], []\n for r in rated:\n ts = _iso_ts(r[\"published_at\"])\n (rec if ts and ts >= cutoff else old).append(r[\"rating\"])\n if rec:\n out[\"moyenne_12m\"] = round(sum(rec) / len(rec), 2)\n out[\"n_12m\"] = len(rec)\n if len(rec) >= 5 and len(old) >= 5:\n delta = out[\"moyenne_12m\"] - sum(old) / len(old)\n out[\"tendance\"] = (\"en amélioration\" if delta >= 0.3 else\n \"en dégradation\" if delta <= -0.3 else \"stable\")\n out[\"tendance_delta\"] = round(delta, 2)\n\n themes: dict[str, dict] = {}\n for r in rows:\n try:\n a = json.loads(r[\"analysis\"] or \"{}\")\n except (ValueError, TypeError):\n continue\n for tp in a.get(\"topics\") or []:\n d = themes.setdefault(tp, {\"mentions\": 0, \"negatif\": 0,\n \"positif\": 0})\n d[\"mentions\"] += 1\n if a.get(\"sentiment\") == \"négatif\":\n d[\"negatif\"] += 1\n elif a.get(\"sentiment\") == \"positif\":\n d[\"positif\"] += 1\n out[\"themes\"] = dict(sorted(themes.items(),\n key=lambda kv: -kv[1][\"mentions\"]))\n out[\"plaintes_frequentes\"] = [\n k for k, v in sorted(themes.items(), key=lambda kv: -kv[1][\"negatif\"])\n if v[\"negatif\"] >= 2][:5]\n return out\n\n\ndef _iso_ts(iso: str | None) -> float | None:\n if not iso:\n return None\n try:\n return datetime.fromisoformat(iso.replace(\"Z\", \"+00:00\")).timestamp()\n except ValueError:\n return None\n\n\n# --- fiche API + boucle de fond ----------------------------------------------\n\ndef fiche(source_id: str, con=None) -> dict | None:\n \"\"\"Fiche gestionnaire pour l'API — tout vient de NOTRE base (0 SerpApi).\"\"\"\n own = con is None\n if own:\n con = db.connect()\n try:\n mgr = con.execute(\"SELECT * FROM managers WHERE source_id=?\",\n (source_id,)).fetchone()\n if mgr is None:\n return None\n m = dict(mgr)\n n_active = con.execute(\n \"SELECT COUNT(*) n FROM listings WHERE source=? AND active=1\"\n \" AND published=1 AND dup_of IS NULL\", (source_id,)).fetchone()[\"n\"]\n out = {\n \"source_id\": m[\"source_id\"], \"nom\": m[\"name\"],\n \"site_web\": m[\"website\"], \"telephone\": m[\"phone\"],\n \"annonces_actives\": n_active, \"version\": VERSION,\n }\n if m[\"gmaps_place_id\"] and not m[\"resolve_failed\"]:\n out[\"google_maps\"] = {\n \"nom\": m[\"gmaps_name\"], \"adresse\": m[\"gmaps_address\"],\n \"note\": m[\"gmaps_rating\"], \"nombre_avis\": m[\"gmaps_reviews\"],\n \"place_id\": m[\"gmaps_place_id\"],\n \"confiance_association\": m[\"match_confidence\"],\n \"signaux\": json.loads(m[\"match_signals\"] or \"{}\"),\n \"statut\": \"inferred\",\n \"methode\": (\"fiche associée par similarité de nom, domaine \"\n \"web et ville — association refusée sous \"\n f\"{SEUIL_CONFIANCE:.2f} de confiance\"),\n }\n try:\n out[\"avis\"] = json.loads(m[\"review_stats\"] or \"null\")\n except (ValueError, TypeError):\n out[\"avis\"] = None\n out[\"avis_recents\"] = [\n {\"note\": r[\"rating\"], \"texte\": r[\"text\"],\n \"date\": r[\"published_at\"] or r[\"relative_date_raw\"],\n \"auteur\": r[\"author_name\"],\n \"reponse_proprietaire\": bool(r[\"owner_response\"]),\n \"analyse\": json.loads(r[\"analysis\"] or \"{}\"),\n \"statut\": \"observed\"}\n for r in con.execute(\n \"SELECT rating, text, published_at, relative_date_raw,\"\n \" author_name, owner_response, analysis\"\n \" FROM manager_reviews WHERE manager_id=?\"\n \" ORDER BY published_at DESC, fetched_at DESC LIMIT 10\",\n (m[\"id\"],))]\n out[\"derniere_synchro\"] = m[\"last_synced_at\"]\n elif m[\"resolved_at\"]:\n out[\"google_maps\"] = {\n \"statut\": \"non_associe\",\n \"note_methode\": (\"aucune fiche Google Maps n'a pu être \"\n \"associée avec une confiance suffisante — \"\n \"Lou-Ka préfère ne rien afficher plutôt que \"\n \"d'attribuer les avis d'une autre entreprise\"),\n }\n return out\n finally:\n if own:\n con.close()\n\n\ndef precompute(budget_s: float = 120.0, con=None) -> dict:\n \"\"\"Boucle de fond : amorce, résout et synchronise dans un budget temps.\"\"\"\n if not serpapi_client.available():\n return {\"skipped\": \"SERPAPI_API_KEY absente\"}\n own = con is None\n if own:\n con = db.connect()\n t0 = time.time()\n resolved = synced = errors = 0\n try:\n seed(con)\n now = time.time()\n # 1) résolutions manquantes (ou échecs anciens à retenter)\n for r in con.execute(\n \"SELECT id FROM managers WHERE resolved_at IS NULL\"\n \" OR (resolve_failed=1 AND resolved_at < ?)\"\n \" ORDER BY resolved_at IS NOT NULL, id\",\n (now - RESOLVE_RETRY,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if resolve(r[\"id\"], con).get(\"ok\"):\n resolved += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break # panne API : ne pas insister ce tour-ci\n # 2) avis périmés (les jamais-synchronisés d'abord)\n for r in con.execute(\n \"SELECT id FROM managers WHERE gmaps_data_id IS NOT NULL\"\n \" AND resolve_failed=0 AND (last_synced_at IS NULL\"\n \" OR last_synced_at < ?)\"\n \" ORDER BY last_synced_at IS NOT NULL, last_synced_at\",\n (now - SYNC_TTL,)).fetchall():\n if time.time() - t0 > budget_s:\n break\n try:\n if sync_reviews(r[\"id\"], con).get(\"ok\"):\n synced += 1\n except serpapi_client.SerpApiError:\n errors += 1\n break\n return {\"resolved\": resolved, \"synced\": synced, \"errors\": errors,\n \"elapsed_s\": round(time.time() - t0, 1)}\n finally:\n if own:\n con.close()\n\n\nif __name__ == \"__main__\":\n print(precompute())\n","structuredPatch":[{"oldStart":123,"oldLines":13,"newStart":123,"newLines":9,"lines":[" if region and _norm_name(region) and _norm_name(region) in _norm_name(addr):"," conf += 0.1"," signals[\"ville_correspondante\"] = region","- # SerpApi renvoie parfois `type` en liste (multi-catégories)","- cand_type = cand.get(\"type\")","- if isinstance(cand_type, list):","- cand_type = \", \".join(str(t) for t in cand_type)","- if _CORP_TYPES.search(cand_type or \"\"):","- signals[\"fiche_entreprise\"] = cand_type","- signals[\"type_fiche\"] = cand_type","+ if _CORP_TYPES.search(cand.get(\"type\") or \"\"):","+ signals[\"fiche_entreprise\"] = cand.get(\"type\")","+ signals[\"type_fiche\"] = cand.get(\"type\")"," signals[\"nombre_avis\"] = cand.get(\"reviews\")"," return min(1.0, conf), signals"," "]}],"userModified":false,"replaceAll":false}}}317{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"df2b50b0-1631-462e-b978-9ed62787be6a","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}318{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2AvktMe97zSKN3ppK7","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LQ4KvZKCP9FfvjJztPzcQk","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py managers 300 2>&1 | tail -4","description":"Rerun managers enrichment after source-level fix","timeout":420000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":401,"cache_read_input_tokens":91097,"cache_creation":{"ephemeral_5m_input_tokens":401,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"99f99168-3e6a-4454-a150-6b76e17de974"}}319{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"btrkfjczj","tool_use_id":"toolu_01LQ4KvZKCP9FfvjJztPzcQk","description":"Rerun managers enrichment after source-level fix","task_type":"local_bash","uuid":"491c04b5-2dc2-4ea1-bf8c-446200c337cf","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}320{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LQ4KvZKCP9FfvjJztPzcQk","type":"tool_result","content":"Command running in background with ID: btrkfjczj. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/btrkfjczj.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"bc9f8f62-9a3b-4a8c-b098-46c2134d481a","timestamp":"2026-08-25T06:49:30.178Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"btrkfjczj"}}}321{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"00d50860-a245-45fb-9b61-7f3046f18b38","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}322{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2BTdmHxjK9bcDiSyHJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018jSVf7qKHxDU1GVZQFw1ff","name":"TaskOutput","input":{"task_id":"btrkfjczj","block":true,"timeout":420000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":274,"cache_read_input_tokens":91498,"cache_creation":{"ephemeral_5m_input_tokens":274,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"8f5af489-5dc8-40f1-a8a4-78a2e0e469e5"}}323{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"btrkfjczj","patch":{"status":"completed","end_time":1787640870950},"uuid":"9b3e6b95-822a-4ee5-9aea-4bc9d24f76ed","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}324{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018jSVf7qKHxDU1GVZQFw1ff","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>btrkfjczj</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n{'resolved': 175, 'synced': 0, 'errors': 0, 'elapsed_s': 300.6}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7bc56c2d-06cc-4b0e-baf2-56049c346362","timestamp":"2026-08-25T06:54:30.987Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"btrkfjczj","task_type":"local_bash","status":"completed","description":"Rerun managers enrichment after source-level fix","output":"{'resolved': 175, 'synced': 0, 'errors': 0, 'elapsed_s': 300.6}\n","exitCode":0}}}}325{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"716385da-acb3-418b-a6e0-133e0f01c226","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}326{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2ZckJwURwb4a9qHQDi","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":533,"cache_read_input_tokens":91772,"cache_creation":{"ephemeral_5m_input_tokens":533,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1c481f43-cb5c-4c2d-a115-cb4a2c71bb26"}}327{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2ZckJwURwb4a9qHQDi","type":"message","role":"assistant","content":[{"type":"text","text":"175 gestionnaires résolus (budget épuisé, 0 erreur). Je vérifie s'il en reste et relance au besoin."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":533,"cache_read_input_tokens":91772,"cache_creation":{"ephemeral_5m_input_tokens":533,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"978699d6-580c-4ee7-a4a7-0379297e0eff"}}328{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2ZckJwURwb4a9qHQDi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Poh13TfhJSqhDiCKhPx7tG","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\ncols = [r[1] for r in db.execute(\"PRAGMA table_info(managers)\")]\nprint(cols)\nprint(\"total:\", db.execute(\"SELECT COUNT(*) FROM managers\").fetchone()[0])\nprint(\"non résolus (jamais tentés):\", db.execute(\"SELECT COUNT(*) FROM managers WHERE resolved_at IS NULL\").fetchone()[0])\nEOF","description":"Count unresolved managers"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":533,"cache_read_input_tokens":91772,"cache_creation":{"ephemeral_5m_input_tokens":533,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fe5a2074-1d86-4e86-9e20-12a4be868a89"}}329{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Poh13TfhJSqhDiCKhPx7tG","type":"tool_result","content":"['id', 'source_id', 'name', 'aliases', 'website', 'phone', 'gmaps_place_id', 'gmaps_data_id', 'gmaps_name', 'gmaps_address', 'gmaps_rating', 'gmaps_reviews', 'match_confidence', 'match_signals', 'resolved_at', 'resolve_failed', 'review_stats', 'last_synced_at']\ntotal: 346\nnon résolus (jamais tentés): 128","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f9561f02-3555-4dd2-a723-a36537340850","timestamp":"2026-08-25T06:54:41.948Z","tool_use_result":{"stdout":"['id', 'source_id', 'name', 'aliases', 'website', 'phone', 'gmaps_place_id', 'gmaps_data_id', 'gmaps_name', 'gmaps_address', 'gmaps_rating', 'gmaps_reviews', 'match_confidence', 'match_signals', 'resolved_at', 'resolve_failed', 'review_stats', 'last_synced_at']\ntotal: 346\nnon résolus (jamais tentés): 128","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}330{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"551bb5a1-6b88-48a2-82be-1fd667a92919","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}331{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP2aRF3M5K5HvZLPvZdM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014xcmeH16VnWANK7s2AMbcn","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py managers 400 2>&1 | tail -3","description":"Resolve remaining 128 managers (400s budget)","timeout":500000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":985,"cache_read_input_tokens":92305,"cache_creation":{"ephemeral_5m_input_tokens":985,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ec1e0e4a-3833-425b-9133-d6912b48bc8a"}}332{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"br4vtw3oo","tool_use_id":"toolu_014xcmeH16VnWANK7s2AMbcn","description":"Resolve remaining 128 managers (400s budget)","task_type":"local_bash","uuid":"fa2e6fed-0b23-4418-b901-89aaf623d713","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}333{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014xcmeH16VnWANK7s2AMbcn","type":"tool_result","content":"Command running in background with ID: br4vtw3oo. 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quasi complète (il ne manque que les POI, bloqués par la panne Overpass). Je committe le fix et redémarre l'app."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1428,"cache_read_input_tokens":98841,"cache_creation":{"ephemeral_5m_input_tokens":1428,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d01f52d1-bd24-47dc-8284-fa1778e21886"}}386{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP4rALH2Pzx2RVVxC8mF","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Xk5LRcjsCmat1VEbvCSGsb","name":"Bash","input":{"command":"git -C ~/apps/lou-ka status --short && git -C ~/apps/lou-ka diff --stat","description":"Review pending changes"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1428,"cache_read_input_tokens":98841,"cache_creation":{"ephemeral_5m_input_tokens":1428,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e59dd898-9bb4-430c-9ff2-73584b1d2335"}}387{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Xk5LRcjsCmat1VEbvCSGsb","type":"tool_result","content":" M louka/managers.py\n louka/managers.py | 4 ++++\n 1 file changed, 4 insertions(+)","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"da04caf4-ca8b-4520-839a-122a38b2ca8a","timestamp":"2026-08-25T07:24:35.006Z","tool_use_result":{"stdout":" M louka/managers.py\n louka/managers.py | 4 ++++\n 1 file changed, 4 insertions(+)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}388{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP4rALH2Pzx2RVVxC8mF","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01YVB6iajUBo6nCnMd4BJM8y","name":"Bash","input":{"command":"pm2 describe lou-ka-web | grep -E \"script path|script args\"","description":"Check lou-ka-web launch config"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1428,"cache_read_input_tokens":98841,"cache_creation":{"ephemeral_5m_input_tokens":1428,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"93413db4-c6c7-4467-90fc-a2af73ed44a0"}}389{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YVB6iajUBo6nCnMd4BJM8y","type":"tool_result","content":"│ script path │ /Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python │\n│ script args │ run.py serve 8095 │","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e93db974-9953-4980-b376-b935464da2f0","timestamp":"2026-08-25T07:24:35.581Z","tool_use_result":{"stdout":"│ script path │ /Users/simon-pierreboucher/apps/lou-ka/.venv/bin/python │\n│ script args │ run.py serve 8095 │","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}390{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"a8381c9d-246a-4351-80f5-cbb4237a93ca","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}391{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP4re4Q1FRfZcrLU38fw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KKuM1BR2Fd5DEb8CJLG8q4","name":"Bash","input":{"command":"cd ~/apps/lou-ka && git add louka/managers.py && git commit -m \"$(cat <<'EOF'\nmanagers: tolérer `type` en liste dans les fiches SerpApi (multi-catégories)\n\nLe champ `type` des local_results Google Maps arrive maintenant parfois en\nliste, ce qui cassait la résolution (`TypeError` dans _score_candidate et le\ntri des candidats). Normalisé en chaîne dès la réception des candidats.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\nEOF\n)\" && git push origin main","description":"Commit and push managers fix to spbgit"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":591,"cache_read_input_tokens":100269,"cache_creation":{"ephemeral_5m_input_tokens":591,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d2c7bd50-93e2-4fcb-aaf8-ee34dd6b594d"}}392{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KKuM1BR2Fd5DEb8CJLG8q4","type":"tool_result","content":"[main 8312322] managers: tolérer `type` en liste dans les fiches SerpApi (multi-catégories)\n 1 file changed, 4 insertions(+)\nTo gitsrv:srv/git/lou-ka.git\n 4b7aa7c..8312322 main -> main","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"217551a9-8f42-4d8d-b229-3fe90c67fd47","timestamp":"2026-08-25T07:24:42.198Z","tool_use_result":{"stdout":"[main 8312322] managers: tolérer `type` en liste dans les fiches SerpApi (multi-catégories)\n 1 file changed, 4 insertions(+)\nTo gitsrv:srv/git/lou-ka.git\n 4b7aa7c..8312322 main -> main","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}393{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"1c3618a4-eacc-4122-94b2-db6d1fd6bfd1","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}394{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP4s8dN7A4izcgHzU62e","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013Cs1wv6Xiru9PRForzWTrj","name":"Bash","input":{"command":"pm2 restart lou-ka-web lou-ka-sync && sleep 3 && curl -s -o /dev/null -w \"healthcheck :8095 → %{http_code}\\n\" http://localhost:8095/ && curl -s -o /dev/null -w \"https://www.lou-ka.com → %{http_code}\\n\" https://www.lou-ka.com/","description":"Restart lou-ka and verify healthchecks"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":387,"cache_read_input_tokens":100860,"cache_creation":{"ephemeral_5m_input_tokens":387,"ephemeral_1h_input_tokens":0},"output_tokens":16,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e103dc54-9840-41c9-bf1e-ec38ffca1316"}}395{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"beapiy6i8","tool_use_id":"toolu_013Cs1wv6Xiru9PRForzWTrj","description":"Restart lou-ka and verify 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✓\n┌────┬────────────────────────────────┬─────────────┬─────────┬─────────┬──────────┬────────┬──────┬───────────┬──────────┬──────────┬──────────┬──────────┐\n│ id │ name │ namespace │ version │ mode │ pid │ uptime │ ↺ │ status │ cpu │ mem │ user │ watching │\n├────┼────────────────────────────────┼─────────────┼─────────┼─────────┼──────────┼────────┼──────┼───────────┼──────────┼──────────┼──────────┼──────────┤\n│ 6 │ airiskindex-ngrok │ default │ N/A │ fork │ 13980 │ 20D │ 0 │ online │ 0% │ 172.2mb │ simon-p… │ disabled │\n│ 5 │ airiskindex-web │ default │ N/A │ fork │ 65729 │ 20D │ 13 │ online │ 0% │ 170.7mb │ simon-p… │ disabled │\n│ 75 │ anomaly-atlas │ default │ N/A │ fork │ 33650 │ 12D │ 14 │ online │ 0% │ 83.3mb │ simon-p… │ disabled │\n│ 76 │ anomaly-atlas-ngrok │ default │ N/A │ fork │ 61023 │ 13D │ 0 │ online │ 0% │ 77.3mb │ simon-p… │ disabled │\n│ 77 │ apika-api │ default │ N/A │ fork │ 98122 │ 5h │ 29 │ online │ 0% │ 158.0mb │ simon-p… │ disabled │\n│ 79 │ apika-ngrok │ default │ N/A │ fork │ 11978 │ 8D │ 0 │ online │ 0% │ 190.0mb │ simon-p… │ disabled │\n│ 78 │ apika-scheduler │ default │ N/A │ fork │ 51543 │ 11h │ 10 │ online │ 0% │ 9.8gb │ simon-p… │ disabled │\n│ 21 │ coinexplorer-api │ default │ N/A │ fork │ 4186 │ 19D │ 6 │ online │ 0% │ 1.1gb │ simon-p… │ disabled │\n│ 19 │ coinexplorer-indexer │ default │ N/A │ fork │ 54216 │ 19D │ 3 │ online │ 0% │ 767.2mb │ simon-p… │ disabled │\n│ 22 │ coinexplorer-ngrok │ default │ N/A │ fork │ 60713 │ 19D │ 0 │ online │ 0% │ 157.0mb │ simon-p… │ disabled │\n│ 89 │ crea-ka-ngrok │ default │ N/A │ fork │ 63473 │ 7D │ 0 │ online │ 0% │ 176.4mb │ simon-p… │ disabled │\n│ 94 │ crea-ka-sync │ default │ N/A │ fork │ 81871 │ 2D │ 11 │ online │ 0% │ 716.4mb │ simon-p… │ disabled │\n│ 87 │ crea-ka-web │ default │ N/A │ fork │ 98111 │ 5h │ 38 │ online │ 0% │ 165.6mb │ simon-p… │ disabled │\n│ 28 │ draft2027 │ default │ N/A │ fork │ 89898 │ 16D │ 0 │ online │ 0% │ 41.6mb │ simon-p… │ disabled │\n│ 29 │ draft2027-ngrok │ default │ N/A │ fork │ 89910 │ 16D │ 0 │ online │ 0% │ 69.7mb │ simon-p… │ disabled │\n│ 60 │ earthnow-api │ default │ N/A │ fork │ 87198 │ 15D │ 0 │ online │ 0% │ 82.7mb │ simon-p… │ disabled │\n│ 63 │ earthnow-ngrok │ default │ N/A │ fork │ 87239 │ 15D │ 0 │ online │ 0% │ 84.2mb │ simon-p… │ disabled │\n│ 62 │ earthnow-proxy │ default │ N/A │ fork │ 87227 │ 15D │ 0 │ online │ 0% │ 48.9mb │ simon-p… │ disabled │\n│ 61 │ earthnow-web │ default │ 0.1.0 │ fork │ 87210 │ 15D │ 0 │ online │ 0% │ 129.5mb │ simon-p… │ disabled │\n│ 30 │ groupe-ka │ default │ 1.0.0 │ fork │ 2206 │ 5h │ 92 │ online │ 0% │ 264.0mb │ simon-p… │ disabled │\n│ 31 │ groupe-ka-ngrok │ default │ N/A │ fork │ 26263 │ 9D │ 1 │ online │ 0% │ 286.8mb │ simon-p… │ disabled │\n│ 96 │ groupe-ka-rapport-quotidien │ default │ 1.0.0 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 95 │ groupe-ka-status-tick │ default │ 1.0.0 │ fork │ 0 │ 0 │ 209 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 0 │ immbot-ai │ default │ 1.0.0 │ fork │ 19793 │ 20D │ 6 │ online │ 0% │ 334.1mb │ simon-p… │ disabled │\n│ 1 │ immbot-ngrok │ default │ N/A │ fork │ 76976 │ 20D │ 1 │ online │ 0% │ 72.3mb │ simon-p… │ disabled │\n│ 64 │ khaelor-sh │ default │ N/A │ fork │ 13042 │ 14D │ 2 │ online │ 0% │ 44.8mb │ simon-p… │ disabled │\n│ 65 │ khaelor-sh-ngrok │ default │ N/A │ fork │ 21045 │ 15D │ 0 │ online │ 0% │ 64.1mb │ simon-p… │ disabled │\n│ 16 │ llmindex-benchmark │ default │ 4.23.5 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 9 │ llmindex-ngrok │ default │ N/A │ fork │ 93363 │ 19D │ 0 │ online │ 0% │ 218.3mb │ simon-p… │ disabled │\n│ 7 │ llmindex-web │ default │ 0.1.0 │ fork │ 88991 │ 22h │ 23 │ online │ 0% │ 505.0mb │ simon-p… │ disabled │\n│ 10 │ llmindex-worker │ default │ 4.23.5 │ fork │ 44184 │ 19D │ 4 │ online │ 0% │ 51.7mb │ simon-p… │ disabled │\n│ 71 │ localvm-web │ default │ 1.0.0 │ fork │ 4329 │ 12D │ 13 │ online │ 0% │ 115.2mb │ simon-p… │ disabled │\n│ 72 │ localvm-web-ngrok │ default │ N/A │ fork │ 71734 │ 13D │ 0 │ online │ 0% │ 106.1mb │ simon-p… │ disabled │\n│ 27 │ lou-ka-ngrok │ default │ N/A │ fork │ 22790 │ 18D │ 0 │ online │ 0% │ 349.8mb │ simon-p… │ disabled │\n│ 26 │ lou-ka-sync │ default │ 1.0.0 │ fork │ 88218 │ 0s │ 46 │ online │ 0% │ 5.1mb │ simon-p… │ disabled │\n│ 25 │ lou-ka-web │ default │ 1.0.0 │ fork │ 88207 │ 0s │ 113 │ online │ 0% │ 33.1mb │ simon-p… │ disabled │\n│ 73 │ modelmap-web │ default │ 1.0.0 │ fork │ 23027 │ 12D │ 18 │ online │ 0% │ 85.9mb │ simon-p… │ disabled │\n│ 74 │ modelmap-web-ngrok │ default │ N/A │ fork │ 89389 │ 13D │ 0 │ online │ 0% │ 93.0mb │ simon-p… │ disabled │\n│ 84 │ resto-ka │ default │ N/A │ fork │ 98717 │ 5h │ 27 │ online │ 0% │ 123.7mb │ simon-p… │ disabled │\n│ 85 │ resto-ka-ngrok │ default │ N/A │ fork │ 35426 │ 7D │ 0 │ online │ 0% │ 268.5mb │ simon-p… │ disabled │\n│ 86 │ resto-ka-sync │ default │ N/A │ fork │ 58563 │ 35h │ 9 │ online │ 0% │ 334.2mb │ simon-p… │ disabled │\n│ 66 │ spbdrive-server │ default │ 2.1.0 │ fork │ 54545 │ 14D │ 3 │ online │ 0% │ 89.3mb │ simon-p… │ disabled │\n│ 68 │ spbdrive-tunnel │ default │ N/A │ fork │ 58322 │ 15D │ 0 │ online │ 0% │ 60.3mb │ simon-p… │ disabled │\n│ 70 │ svgarden-tunnel │ default │ N/A │ fork │ 34955 │ 14D │ 1 │ online │ 0% │ 81.4mb │ simon-p… │ disabled │\n│ 69 │ svgarden-web │ default │ 1.0.0 │ fork │ 34954 │ 14D │ 1 │ online │ 0% │ 65.7mb │ simon-p… │ disabled │\n│ 23 │ voyage2026 │ default │ N/A │ fork │ 43917 │ 19D │ 0 │ online │ 0% │ 40.5mb │ simon-p… │ disabled │\n│ 24 │ voyage2026-ngrok │ default │ N/A │ fork │ 43929 │ 19D │ 0 │ online │ 0% │ 62.0mb │ simon-p… │ disabled │\n└────┴────────────────────────────────┴─────────────┴─────────┴─────────┴──────────┴────────┴──────┴───────────┴──────────┴──────────┴──────────┴──────────┘\nhealthcheck :8095 → 200\nhttps://www.lou-ka.com → 200","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c6fd3049-043f-42c6-8b9a-0e848ba8d1be","timestamp":"2026-08-25T07:24:50.786Z","tool_use_result":{"stdout":"Use --update-env to update environment variables\n[PM2] Applying action restartProcessId on app [lou-ka-web](ids: [ 25 ])\n[PM2] [lou-ka-web](25) ✓\nUse --update-env to update environment variables\n[PM2] Applying action restartProcessId on app [lou-ka-sync](ids: [ 26 ])\n[PM2] [lou-ka-sync](26) ✓\n┌────┬────────────────────────────────┬─────────────┬─────────┬─────────┬──────────┬────────┬──────┬───────────┬──────────┬──────────┬──────────┬──────────┐\n│ id │ name │ namespace │ version │ mode │ pid │ uptime │ ↺ │ status │ cpu │ mem │ user │ watching │\n├────┼────────────────────────────────┼─────────────┼─────────┼─────────┼──────────┼────────┼──────┼───────────┼──────────┼──────────┼──────────┼──────────┤\n│ 6 │ airiskindex-ngrok │ default │ N/A │ fork │ 13980 │ 20D │ 0 │ online │ 0% │ 172.2mb │ simon-p… │ disabled │\n│ 5 │ airiskindex-web │ default │ N/A │ fork │ 65729 │ 20D │ 13 │ online │ 0% │ 170.7mb │ simon-p… │ disabled │\n│ 75 │ anomaly-atlas │ default │ N/A │ fork │ 33650 │ 12D │ 14 │ online │ 0% │ 83.3mb │ simon-p… │ disabled │\n│ 76 │ anomaly-atlas-ngrok │ default │ N/A │ fork │ 61023 │ 13D │ 0 │ online │ 0% │ 77.3mb │ simon-p… │ disabled │\n│ 77 │ apika-api │ default │ N/A │ fork │ 98122 │ 5h │ 29 │ online │ 0% │ 158.0mb │ simon-p… │ disabled │\n│ 79 │ apika-ngrok │ default │ N/A │ fork │ 11978 │ 8D │ 0 │ online │ 0% │ 190.0mb │ simon-p… │ disabled │\n│ 78 │ apika-scheduler │ default │ N/A │ fork │ 51543 │ 11h │ 10 │ online │ 0% │ 9.8gb │ simon-p… │ disabled │\n│ 21 │ coinexplorer-api │ default │ N/A │ fork │ 4186 │ 19D │ 6 │ online │ 0% │ 1.1gb │ simon-p… │ disabled │\n│ 19 │ coinexplorer-indexer │ default │ N/A │ fork │ 54216 │ 19D │ 3 │ online │ 0% │ 767.2mb │ simon-p… │ disabled │\n│ 22 │ coinexplorer-ngrok │ default │ N/A │ fork │ 60713 │ 19D │ 0 │ online │ 0% │ 157.0mb │ simon-p… │ disabled │\n│ 89 │ crea-ka-ngrok │ default │ N/A │ fork │ 63473 │ 7D │ 0 │ online │ 0% │ 176.4mb │ simon-p… │ disabled │\n│ 94 │ crea-ka-sync │ default │ N/A │ fork │ 81871 │ 2D │ 11 │ online │ 0% │ 716.4mb │ simon-p… │ disabled │\n│ 87 │ crea-ka-web │ default │ N/A │ fork │ 98111 │ 5h │ 38 │ online │ 0% │ 165.6mb │ simon-p… │ disabled │\n│ 28 │ draft2027 │ default │ N/A │ fork │ 89898 │ 16D │ 0 │ online │ 0% │ 41.6mb │ simon-p… │ disabled │\n│ 29 │ draft2027-ngrok │ default │ N/A │ fork │ 89910 │ 16D │ 0 │ online │ 0% │ 69.7mb │ simon-p… │ disabled │\n│ 60 │ earthnow-api │ default │ N/A │ fork │ 87198 │ 15D │ 0 │ online │ 0% │ 82.7mb │ simon-p… │ disabled │\n│ 63 │ earthnow-ngrok │ default │ N/A │ fork │ 87239 │ 15D │ 0 │ online │ 0% │ 84.2mb │ simon-p… │ disabled │\n│ 62 │ earthnow-proxy │ default │ N/A │ fork │ 87227 │ 15D │ 0 │ online │ 0% │ 48.9mb │ simon-p… │ disabled │\n│ 61 │ earthnow-web │ default │ 0.1.0 │ fork │ 87210 │ 15D │ 0 │ online │ 0% │ 129.5mb │ simon-p… │ disabled │\n│ 30 │ groupe-ka │ default │ 1.0.0 │ fork │ 2206 │ 5h │ 92 │ online │ 0% │ 264.0mb │ simon-p… │ disabled │\n│ 31 │ groupe-ka-ngrok │ default │ N/A │ fork │ 26263 │ 9D │ 1 │ online │ 0% │ 286.8mb │ simon-p… │ disabled │\n│ 96 │ groupe-ka-rapport-quotidien │ default │ 1.0.0 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 95 │ groupe-ka-status-tick │ default │ 1.0.0 │ fork │ 0 │ 0 │ 209 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 0 │ immbot-ai │ default │ 1.0.0 │ fork │ 19793 │ 20D │ 6 │ online │ 0% │ 334.1mb │ simon-p… │ disabled │\n│ 1 │ immbot-ngrok │ default │ N/A │ fork │ 76976 │ 20D │ 1 │ online │ 0% │ 72.3mb │ simon-p… │ disabled │\n│ 64 │ khaelor-sh │ default │ N/A │ fork │ 13042 │ 14D │ 2 │ online │ 0% │ 44.8mb │ simon-p… │ disabled │\n│ 65 │ khaelor-sh-ngrok │ default │ N/A │ fork │ 21045 │ 15D │ 0 │ online │ 0% │ 64.1mb │ simon-p… │ disabled │\n│ 16 │ llmindex-benchmark │ default │ 4.23.5 │ fork │ 0 │ 0 │ 0 │ stopped │ 0% │ 0b │ simon-p… │ disabled │\n│ 9 │ llmindex-ngrok │ default │ N/A │ fork │ 93363 │ 19D │ 0 │ online │ 0% │ 218.3mb │ simon-p… │ disabled │\n│ 7 │ llmindex-web │ default │ 0.1.0 │ fork │ 88991 │ 22h │ 23 │ online │ 0% │ 505.0mb │ simon-p… │ disabled │\n│ 10 │ llmindex-worker │ default │ 4.23.5 │ fork │ 44184 │ 19D │ 4 │ online │ 0% │ 51.7mb │ simon-p… │ disabled │\n│ 71 │ localvm-web │ default │ 1.0.0 │ fork │ 4329 │ 12D │ 13 │ online │ 0% │ 115.2mb │ simon-p… │ disabled │\n│ 72 │ localvm-web-ngrok │ default │ N/A │ fork │ 71734 │ 13D │ 0 │ online │ 0% │ 106.1mb │ simon-p… │ disabled │\n│ 27 │ lou-ka-ngrok │ default │ N/A │ fork │ 22790 │ 18D │ 0 │ online │ 0% │ 349.8mb │ simon-p… │ disabled │\n│ 26 │ lou-ka-sync │ default │ 1.0.0 │ fork │ 88218 │ 0s │ 46 │ online │ 0% │ 5.1mb │ simon-p… │ disabled │\n│ 25 │ lou-ka-web │ default │ 1.0.0 │ fork │ 88207 │ 0s │ 113 │ online │ 0% │ 33.1mb │ simon-p… │ disabled │\n│ 73 │ modelmap-web │ default │ 1.0.0 │ fork │ 23027 │ 12D │ 18 │ online │ 0% │ 85.9mb │ simon-p… │ disabled │\n│ 74 │ modelmap-web-ngrok │ default │ N/A │ fork │ 89389 │ 13D │ 0 │ online │ 0% │ 93.0mb │ simon-p… │ disabled │\n│ 84 │ resto-ka │ default │ N/A │ fork │ 98717 │ 5h │ 27 │ online │ 0% │ 123.7mb │ simon-p… │ disabled │\n│ 85 │ resto-ka-ngrok │ default │ N/A │ fork │ 35426 │ 7D │ 0 │ online │ 0% │ 268.5mb │ simon-p… │ disabled │\n│ 86 │ resto-ka-sync │ default │ N/A │ fork │ 58563 │ 35h │ 9 │ online │ 0% │ 334.2mb │ simon-p… │ disabled │\n│ 66 │ spbdrive-server │ default │ 2.1.0 │ fork │ 54545 │ 14D │ 3 │ online │ 0% │ 89.3mb │ simon-p… │ disabled │\n│ 68 │ spbdrive-tunnel │ default │ N/A │ fork │ 58322 │ 15D │ 0 │ online │ 0% │ 60.3mb │ simon-p… │ disabled │\n│ 70 │ svgarden-tunnel │ default │ N/A │ fork │ 34955 │ 14D │ 1 │ online │ 0% │ 81.4mb │ simon-p… │ disabled │\n│ 69 │ svgarden-web │ default │ 1.0.0 │ fork │ 34954 │ 14D │ 1 │ online │ 0% │ 65.7mb │ simon-p… │ disabled │\n│ 23 │ voyage2026 │ default │ N/A │ fork │ 43917 │ 19D │ 0 │ online │ 0% │ 40.5mb │ simon-p… │ disabled │\n│ 24 │ voyage2026-ngrok │ default │ N/A │ fork │ 43929 │ 19D │ 0 │ online │ 0% │ 62.0mb │ simon-p… │ disabled │\n└────┴────────────────────────────────┴─────────────┴─────────┴─────────┴──────────┴────────┴──────┴───────────┴──────────┴──────────┴──────────┴──────────┘\nhealthcheck :8095 → 200\nhttps://www.lou-ka.com → 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moniteur a expiré après 1 h sans retour d'Overpass. Je revérifie l'état du service."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":107843,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":107843,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c9a0c092-99d3-4b53-9ed6-27c2d2ddda50"}}412{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6ctgK1GHt92BADLM9i","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DL16UyFhKYaKe3u9icS2SU","name":"Bash","input":{"command":"for u in https://overpass.kumi.systems/api/interpreter https://overpass-api.de/api/interpreter; do curl -s -m 20 -o /dev/null -w \"$u → %{http_code}\\n\" \"$u\" --data-urlencode 'data=[out:json][timeout:5];node(46.80,-71.25,46.81,-71.24)[\"amenity\"=\"cafe\"];out 1;' || true; done","description":"Re-test Overpass mirrors"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":107843,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":107843,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cd6df82e-3c1d-4960-aa08-d48c1f698ca8"}}413{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bd9wsfy6o","tool_use_id":"toolu_01DL16UyFhKYaKe3u9icS2SU","description":"Re-test Overpass mirrors","task_type":"local_bash","uuid":"46b7f84b-2da0-4ece-aa3e-63a7f0e74886","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}414{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"bd9wsfy6o","tool_use_id":"toolu_01DL16UyFhKYaKe3u9icS2SU","status":"completed","output_file":"","summary":"Re-test Overpass mirrors","uuid":"6cc8806c-5cf4-4e58-b377-e0dea5a808aa","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}415{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DL16UyFhKYaKe3u9icS2SU","type":"tool_result","content":"https://overpass.kumi.systems/api/interpreter → 000\nhttps://overpass-api.de/api/interpreter → 000","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e3ee73ed-245d-4ce8-b2b7-3892f6343c1c","timestamp":"2026-08-25T07:48:13.847Z","tool_use_result":{"stdout":"https://overpass.kumi.systems/api/interpreter → 000\nhttps://overpass-api.de/api/interpreter → 000","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}416{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"1d4f894c-73db-4beb-809c-198fc13f4c57","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}417{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fBjnuju7M54s9Bs1B","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":355,"cache_read_input_tokens":107843,"cache_creation":{"ephemeral_5m_input_tokens":355,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"62e49f51-1dba-492e-b796-212a8ffe8ce5"}}418{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fBjnuju7M54s9Bs1B","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FP6CmJFBsVkbVsde98smBy","name":"Bash","input":{"command":"host overpass-api.de; curl -s -m 10 -o /dev/null -w \"GET status overpass-api.de → %{http_code}\\n\" https://overpass-api.de/api/status; curl -s -m 10 -o /dev/null -w \"google → %{http_code}\\n\" https://www.google.com","description":"Check DNS and connectivity to Overpass"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":355,"cache_read_input_tokens":107843,"cache_creation":{"ephemeral_5m_input_tokens":355,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"9d6ea2b8-16ae-49e9-be18-557b8e347f0e"}}419{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FP6CmJFBsVkbVsde98smBy","type":"tool_result","content":"overpass-api.de has address 65.109.112.52\noverpass-api.de has address 162.55.144.139\noverpass-api.de has IPv6 address 2a01:4f9:3051:3e48::2\noverpass-api.de has IPv6 address 2a01:4f8:261:3c4f::2\noverpass-api.de mail is handled by 10 mail.overpass-api.de.\nGET status overpass-api.de → 000\ngoogle → 200","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c6aaaba1-50fc-4adb-a963-27b7883618d4","timestamp":"2026-08-25T07:48:19.758Z","tool_use_result":{"stdout":"overpass-api.de has address 65.109.112.52\noverpass-api.de has address 162.55.144.139\noverpass-api.de has IPv6 address 2a01:4f9:3051:3e48::2\noverpass-api.de has IPv6 address 2a01:4f8:261:3c4f::2\noverpass-api.de mail is handled by 10 mail.overpass-api.de.\nGET status overpass-api.de → 000\ngoogle → 200","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}420{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"8bc22358-7292-4086-894e-bed7e13deed6","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}421{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fd4JPVqs52Y1RGVRN","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":465,"cache_read_input_tokens":108198,"cache_creation":{"ephemeral_5m_input_tokens":465,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"9b0b497a-f1ee-48d1-a187-bae030a81b5f"}}422{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fd4JPVqs52Y1RGVRN","type":"message","role":"assistant","content":[{"type":"text","text":"DNS et réseau OK — c'est bien une panne côté Overpass (TCP refusé). Je teste d'autres miroirs publics ; si un répond, je l'ajoute temporairement à la liste."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":465,"cache_read_input_tokens":108198,"cache_creation":{"ephemeral_5m_input_tokens":465,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"836f3435-3f70-41e1-84ba-eb2044b3db91"}}423{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fd4JPVqs52Y1RGVRN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01E55dm6E9ZzAyz39SxVCU5h","name":"Bash","input":{"command":"for u in \"https://overpass.private.coffee/api/interpreter\" \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\" \"https://overpass.osm.ch/api/interpreter\" \"https://overpass.openstreetmap.fr/api/interpreter\"; do curl -s -m 20 -o /dev/null -w \"$u → %{http_code}\\n\" \"$u\" --data-urlencode 'data=[out:json][timeout:5];node(46.80,-71.25,46.81,-71.24)[\"amenity\"=\"cafe\"];out 1;' || true; done","description":"Test alternate Overpass mirrors"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":465,"cache_read_input_tokens":108198,"cache_creation":{"ephemeral_5m_input_tokens":465,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ca1f1d23-526f-4603-a600-946076b46984"}}424{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6fd4JPVqs52Y1RGVRN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XSDFiXgsfCBG3ZP9CMNGSX","name":"Bash","input":{"command":"cd ~/apps/lou-ka && grep -n \"MIRRORS\\|interpreter\\|import.*poi\\|from .poi\" louka/environment.py | head","description":"Find environment.py Overpass endpoint source"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":465,"cache_read_input_tokens":108198,"cache_creation":{"ephemeral_5m_input_tokens":465,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b4c7baf4-7262-4c56-a337-c703904dca3d"}}425{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bva7hkul8","tool_use_id":"toolu_01E55dm6E9ZzAyz39SxVCU5h","description":"Test alternate Overpass mirrors","task_type":"local_bash","uuid":"931fb834-e32d-47b2-a381-9f24748ae9c9","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}426{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"bva7hkul8","tool_use_id":"toolu_01E55dm6E9ZzAyz39SxVCU5h","status":"completed","output_file":"","summary":"Test alternate Overpass mirrors","uuid":"c2f916d6-9e9f-418a-b639-c7fc65ff1a43","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}427{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01E55dm6E9ZzAyz39SxVCU5h","type":"tool_result","content":"https://overpass.private.coffee/api/interpreter → 502\nhttps://maps.mail.ru/osm/tools/overpass/api/interpreter → 200\nhttps://overpass.osm.ch/api/interpreter → 200\nhttps://overpass.openstreetmap.fr/api/interpreter → 200","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5fedc5f3-510b-4b9c-97fc-67b8d8c52098","timestamp":"2026-08-25T07:48:40.429Z","tool_use_result":{"stdout":"https://overpass.private.coffee/api/interpreter → 502\nhttps://maps.mail.ru/osm/tools/overpass/api/interpreter → 200\nhttps://overpass.osm.ch/api/interpreter → 200\nhttps://overpass.openstreetmap.fr/api/interpreter → 200","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}428{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XSDFiXgsfCBG3ZP9CMNGSX","type":"tool_result","content":"23:from .poi import (","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1aeb4eba-a29d-4073-bc51-7b1d52cd2fd7","timestamp":"2026-08-25T07:48:40.453Z","tool_use_result":{"stdout":"23:from .poi import (","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}429{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"904ad47e-dbaf-469a-925a-59d60df3bc6e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}430{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6h9DJ3TKrtCzLmrYUN","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1050,"cache_read_input_tokens":108663,"cache_creation":{"ephemeral_5m_input_tokens":1050,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7700dadf-e09b-4804-b003-da10bdd2f46c"}}431{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6h9DJ3TKrtCzLmrYUN","type":"message","role":"assistant","content":[{"type":"text","text":"Trois miroirs répondent. Je vérifie qu'ils couvrent bien le Québec (osm.ch ne sert parfois que la Suisse)."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1050,"cache_read_input_tokens":108663,"cache_creation":{"ephemeral_5m_input_tokens":1050,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"98a08c4d-04a9-47c0-8ac3-32ae683cc21b"}}432{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6h9DJ3TKrtCzLmrYUN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011FZDCnyeXtdD5Cwm66c1kf","name":"Bash","input":{"command":"for u in \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\" \"https://overpass.osm.ch/api/interpreter\" \"https://overpass.openstreetmap.fr/api/interpreter\"; do n=$(curl -s -m 30 \"$u\" --data-urlencode 'data=[out:json][timeout:10];node(46.79,-71.26,46.82,-71.22)[\"amenity\"=\"cafe\"];out;' | python3 -c \"import json,sys; print(len(json.load(sys.stdin).get('elements',[])))\" 2>/dev/null); echo \"$u → $n éléments Québec\"; done","description":"Verify Quebec data coverage of alternate mirrors"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1050,"cache_read_input_tokens":108663,"cache_creation":{"ephemeral_5m_input_tokens":1050,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5dc07818-3d84-4214-b62b-b9cfa738a629"}}433{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bfys84bkb","tool_use_id":"toolu_011FZDCnyeXtdD5Cwm66c1kf","description":"Verify Quebec data coverage of alternate mirrors","task_type":"local_bash","uuid":"c1f5f8a6-b61f-4647-a030-94a7273bd438","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}434{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"bfys84bkb","tool_use_id":"toolu_011FZDCnyeXtdD5Cwm66c1kf","status":"completed","output_file":"","summary":"Verify Quebec data coverage of alternate mirrors","uuid":"725f44a8-82fc-4fff-8307-806a86ffb6df","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}435{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011FZDCnyeXtdD5Cwm66c1kf","type":"tool_result","content":"https://maps.mail.ru/osm/tools/overpass/api/interpreter → 35 éléments Québec\nhttps://overpass.osm.ch/api/interpreter → 0 éléments Québec\nhttps://overpass.openstreetmap.fr/api/interpreter → 35 éléments Québec","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"62da7e71-6488-491d-a971-b7eda19f2561","timestamp":"2026-08-25T07:48:55.120Z","tool_use_result":{"stdout":"https://maps.mail.ru/osm/tools/overpass/api/interpreter → 35 éléments Québec\nhttps://overpass.osm.ch/api/interpreter → 0 éléments Québec\nhttps://overpass.openstreetmap.fr/api/interpreter → 35 éléments Québec","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}436{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"e2ab9a29-fc1b-417d-b480-efdea28b0cb6","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}437{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6iE9Ecex7igf9YU3zd","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":691,"cache_read_input_tokens":109713,"cache_creation":{"ephemeral_5m_input_tokens":691,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d1091c88-ac6c-41f1-ab7b-0d765c073e1d"}}438{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6iE9Ecex7igf9YU3zd","type":"message","role":"assistant","content":[{"type":"text","text":"`maps.mail.ru` et `overpass.openstreetmap.fr` couvrent le Québec. Je les ajoute comme miroirs de repli dans `poi.py`, puis je relance env + poi + kascores."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":691,"cache_read_input_tokens":109713,"cache_creation":{"ephemeral_5m_input_tokens":691,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1ec49cae-05de-4a7f-864f-c956b682a1a1"}}439{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6iE9Ecex7igf9YU3zd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WwXxdixPNCMPtGqy1WB8Xg","name":"Read","input":{"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/poi.py","offset":18,"limit":18},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":691,"cache_read_input_tokens":109713,"cache_creation":{"ephemeral_5m_input_tokens":691,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a8cb7401-e484-48fa-8de9-925590156ffd"}}440{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WwXxdixPNCMPtGqy1WB8Xg","type":"tool_result","content":"18\timport requests\n19\t\n20\tfrom . import db\n21\t\n22\t# Miroirs Overpass (rotation en cas d'erreur/limitation) — kumi.systems\n23\t# tolère mieux les gros volumes que l'instance officielle\n24\tOVERPASS_URLS = [\n25\t \"https://overpass.kumi.systems/api/interpreter\",\n26\t \"https://overpass-api.de/api/interpreter\",\n27\t]\n28\tUSER_AGENT = \"LouKaBot/1.0 (agregateur logements Quebec; +contact@spboucher.ai)\"\n29\tREQUEST_DELAY = 2.0\n30\tREFRESH_AFTER = 90 * 86400 # les POI bougent peu : rafraîchir aux ~3 mois\n31\t\n32\t# Stratégie « par tuiles » : plutôt qu'une requête par immeuble (l'union\n33\t# d'around() est très coûteuse côté Overpass), on télécharge TOUS les POI\n34\t# des catégories par tuile de 0,5° couvrant nos immeubles (~10 tuiles pour\n35\t# Québec/Lévis + Grand Montréal), puis on calcule les plus proches en local."}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"80751371-5873-4534-840c-bf9444cfb3fc","timestamp":"2026-08-25T07:49:00.054Z","tool_use_result":{"type":"text","file":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/poi.py","content":"import requests\n\nfrom . import db\n\n# Miroirs Overpass (rotation en cas d'erreur/limitation) — kumi.systems\n# tolère mieux les gros volumes que l'instance officielle\nOVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n]\nUSER_AGENT = \"LouKaBot/1.0 (agregateur logements Quebec; +contact@spboucher.ai)\"\nREQUEST_DELAY = 2.0\nREFRESH_AFTER = 90 * 86400 # les POI bougent peu : rafraîchir aux ~3 mois\n\n# Stratégie « par tuiles » : plutôt qu'une requête par immeuble (l'union\n# d'around() est très coûteuse côté Overpass), on télécharge TOUS les POI\n# des catégories par tuile de 0,5° couvrant nos immeubles (~10 tuiles pour\n# Québec/Lévis + Grand Montréal), puis on calcule les plus proches en local.","numLines":18,"startLine":18,"totalLines":249}}}}441{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ae6a5a6d-67d6-4e94-a328-196bf2585b39","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}442{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6ibHUDUiB3Sb6cUeTG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018YY6rLooYDGk34NvRobNsH","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/poi.py","old_string":"OVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n]","new_string":"OVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n # replis vérifiés couvrant le Québec (panne simultanée kumi+officiel\n # constatée le 2026-08-25) ; overpass.osm.ch exclu (extrait suisse)\n \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\",\n \"https://overpass.openstreetmap.fr/api/interpreter\",\n]"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1177,"cache_read_input_tokens":110404,"cache_creation":{"ephemeral_5m_input_tokens":1177,"ephemeral_1h_input_tokens":0},"output_tokens":17,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fc47bf02-f82b-4181-b6f2-d58b4fadbe7e"}}443{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018YY6rLooYDGk34NvRobNsH","type":"tool_result","content":"The file /Users/simon-pierreboucher/apps/lou-ka/louka/poi.py has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3addd3a5-f639-4b32-9835-1508e22a0245","timestamp":"2026-08-25T07:49:04.767Z","tool_use_result":{"filePath":"/Users/simon-pierreboucher/apps/lou-ka/louka/poi.py","oldString":"OVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n]","newString":"OVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n # replis vérifiés couvrant le Québec (panne simultanée kumi+officiel\n # constatée le 2026-08-25) ; overpass.osm.ch exclu (extrait suisse)\n \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\",\n \"https://overpass.openstreetmap.fr/api/interpreter\",\n]","originalFile":"# -----------------------------------------------------------------------------\n# Lou-Ka — Agrégateur de logements à louer (province de Québec)\n# Auteur : Simon-Pierre Boucher — contact@spboucher.ai\n# poi.py : commodités de proximité par immeuble via Overpass (OpenStreetMap)\n# Pour chaque immeuble géolocalisé, une requête Overpass unique récupère\n# les points d'intérêt utiles à un locataire (épicerie, pharmacie, école,\n# garderie, parc, arrêt de bus, gym, clinique…) ; on retient le PLUS PROCHE\n# de chaque catégorie avec sa distance. Cache permanent par coordonnées\n# (table poi_cache, clé arrondie à 4 décimales ≈ 11 m : les unités d'un\n# même immeuble partagent la même entrée). Politesse : 1 requête/seconde.\n# -----------------------------------------------------------------------------\nfrom __future__ import annotations\n\nimport json\nimport math\nimport time\n\nimport requests\n\nfrom . import db\n\n# Miroirs Overpass (rotation en cas d'erreur/limitation) — kumi.systems\n# tolère mieux les gros volumes que l'instance officielle\nOVERPASS_URLS = [\n \"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n]\nUSER_AGENT = \"LouKaBot/1.0 (agregateur logements Quebec; +contact@spboucher.ai)\"\nREQUEST_DELAY = 2.0\nREFRESH_AFTER = 90 * 86400 # les POI bougent peu : rafraîchir aux ~3 mois\n\n# Stratégie « par tuiles » : plutôt qu'une requête par immeuble (l'union\n# d'around() est très coûteuse côté Overpass), on télécharge TOUS les POI\n# des catégories par tuile de 0,5° couvrant nos immeubles (~10 tuiles pour\n# Québec/Lévis + Grand Montréal), puis on calcule les plus proches en local.\nTILE = 0.5\nTILE_MARGIN = 0.04 # ~4 km > plus grand rayon de catégorie (3 km)\n\n# Catégories : (clé, libellé FR, sélecteur Overpass, rayon m)\nCATEGORIES: list[tuple[str, str, str, int]] = [\n (\"epicerie\", \"Épicerie\", '[\"shop\"=\"supermarket\"]', 1500),\n (\"depanneur\", \"Dépanneur\", '[\"shop\"=\"convenience\"]', 800),\n (\"pharmacie\", \"Pharmacie\", '[\"amenity\"=\"pharmacy\"]', 1500),\n (\"ecole\", \"École\", '[\"amenity\"=\"school\"]', 1500),\n (\"garderie\", \"Garderie\", '[\"amenity\"~\"^(kindergarten|childcare)$\"]', 1500),\n (\"parc\", \"Parc\", '[\"leisure\"=\"park\"]', 1200),\n (\"bus\", \"Arrêt de bus\", '[\"highway\"=\"bus_stop\"]', 600),\n (\"metro\", \"Métro\", '[\"railway\"=\"station\"][\"station\"=\"subway\"]', 1500),\n (\"gym\", \"Gym\", '[\"leisure\"=\"fitness_centre\"]', 1500),\n (\"cafe\", \"Café\", '[\"amenity\"=\"cafe\"]', 1000),\n (\"clinique\", \"Clinique / CLSC\", '[\"amenity\"~\"^(clinic|doctors)$\"]', 2000),\n (\"hopital\", \"Hôpital\", '[\"amenity\"=\"hospital\"]', 3000),\n (\"bibliotheque\", \"Bibliothèque\", '[\"amenity\"=\"library\"]', 2000),\n]\n\nLABELS = {cat: label for cat, label, _, _ in CATEGORIES}\n\n\ndef coord_key(lat: float, lng: float) -> str:\n return f\"{round(lat, 4)},{round(lng, 4)}\"\n\n\ndef _haversine_m(lat1: float, lng1: float, lat2: float, lng2: float) -> float:\n r = 6371000.0\n p1, p2 = math.radians(lat1), math.radians(lat2)\n dp, dl = math.radians(lat2 - lat1), math.radians(lng2 - lng1)\n a = math.sin(dp / 2) ** 2 + math.cos(p1) * math.cos(p2) * math.sin(dl / 2) ** 2\n return 2 * r * math.asin(math.sqrt(a))\n\n\ndef _tile_of(lat: float, lng: float) -> tuple[int, int]:\n return (math.floor(lat / TILE), math.floor(lng / TILE))\n\n\ndef _build_tile_query(ty: int, tx: int) -> str:\n \"\"\"Tous les POI des catégories dans la tuile (bbox élargie de la marge).\"\"\"\n s = ty * TILE - TILE_MARGIN\n n = (ty + 1) * TILE + TILE_MARGIN\n w = tx * TILE - TILE_MARGIN\n e = (tx + 1) * TILE + TILE_MARGIN\n bbox = f\"{s:.4f},{w:.4f},{n:.4f},{e:.4f}\"\n parts = [f\"nwr{sel}({bbox});\" for _c, _l, sel, _r in CATEGORIES]\n return f'[out:json][timeout:180];({\"\".join(parts)});out center tags;'\n\n\ndef _match_category(tags: dict) -> str | None:\n \"\"\"Retrouve la catégorie Lou-Ka d'un élément OSM retourné.\"\"\"\n shop = tags.get(\"shop\")\n amenity = tags.get(\"amenity\")\n leisure = tags.get(\"leisure\")\n if shop == \"supermarket\":\n return \"epicerie\"\n if shop == \"convenience\":\n return \"depanneur\"\n if amenity == \"pharmacy\":\n return \"pharmacie\"\n if amenity == \"school\":\n return \"ecole\"\n if amenity in (\"kindergarten\", \"childcare\"):\n return \"garderie\"\n if leisure == \"park\":\n return \"parc\"\n if tags.get(\"highway\") == \"bus_stop\":\n return \"bus\"\n if tags.get(\"railway\") == \"station\" and tags.get(\"station\") == \"subway\":\n return \"metro\"\n if leisure == \"fitness_centre\":\n return \"gym\"\n if amenity == \"cafe\":\n return \"cafe\"\n if amenity in (\"clinic\", \"doctors\"):\n return \"clinique\"\n if amenity == \"hospital\":\n return \"hopital\"\n if amenity == \"library\":\n return \"bibliotheque\"\n return None\n\n\n_RADII = {cat: radius for cat, _l, _s, radius in CATEGORIES}\n\n\nclass PoiClient:\n def __init__(self) -> None:\n self.session = requests.Session()\n self.session.headers[\"User-Agent\"] = USER_AGENT\n self._last = 0.0\n self._url_idx = 0\n\n def _post(self, query: str) -> list | None:\n \"\"\"POST Overpass avec throttling et rotation de miroir sur erreur.\"\"\"\n wait = REQUEST_DELAY - (time.time() - self._last)\n if wait > 0:\n time.sleep(wait)\n for essai in range(len(OVERPASS_URLS)):\n url = OVERPASS_URLS[(self._url_idx + essai) % len(OVERPASS_URLS)]\n try:\n resp = self.session.post(url, data={\"data\": query}, timeout=90)\n self._last = time.time()\n resp.raise_for_status()\n self._url_idx = (self._url_idx + essai) % len(OVERPASS_URLS)\n return resp.json().get(\"elements\") or []\n except Exception:\n self._last = time.time()\n continue\n return None\n\n def fetch_tile(self, ty: int, tx: int) -> list[dict] | None:\n \"\"\"Tous les POI catégorisés d'une tuile : [{cat, name, lat, lng}].\"\"\"\n elements = self._post(_build_tile_query(ty, tx))\n if elements is None:\n return None\n pois = []\n for el in elements:\n tags = el.get(\"tags\") or {}\n cat = _match_category(tags)\n if cat is None:\n continue\n elat = el.get(\"lat\") or (el.get(\"center\") or {}).get(\"lat\")\n elng = el.get(\"lon\") or (el.get(\"center\") or {}).get(\"lon\")\n if elat is None or elng is None:\n continue\n pois.append({\"cat\": cat, \"name\": (tags.get(\"name\") or LABELS[cat])[:60],\n \"lat\": elat, \"lng\": elng})\n return pois\n\n\ndef _nearest_by_cat(lat: float, lng: float, pois_by_cat: dict[str, list[dict]]) -> list[dict]:\n \"\"\"Plus proche POI de chaque catégorie (dans son rayon), trié par distance.\"\"\"\n out = []\n for cat, pois in pois_by_cat.items():\n radius = _RADII[cat]\n # préfiltre rectangulaire bon marché avant l'haversine\n dlat_max = radius / 111000.0\n dlng_max = radius / (111000.0 * max(0.2, math.cos(math.radians(lat))))\n best = None\n for p in pois:\n if abs(p[\"lat\"] - lat) > dlat_max or abs(p[\"lng\"] - lng) > dlng_max:\n continue\n d = _haversine_m(lat, lng, p[\"lat\"], p[\"lng\"])\n if d <= radius and (best is None or d < best[\"dist_m\"]):\n best = {\"cat\": cat, \"name\": p[\"name\"], \"dist_m\": round(d)}\n if best:\n out.append(best)\n return sorted(out, key=lambda p: p[\"dist_m\"])\n\n\ndef run(limit: int | None = None) -> dict:\n \"\"\"Remplit poi_cache pour les immeubles géolocalisés qui n'y sont pas.\n\n `limit` borne le nombre de requêtes Overpass de cette exécution\n (les entrées déjà en cache ne coûtent rien).\n \"\"\"\n con = db.connect()\n client = PoiClient()\n rows = con.execute(\n \"\"\"SELECT DISTINCT ROUND(lat,4) la, ROUND(lng,4) ln FROM listings\n WHERE active=1 AND lat IS NOT NULL AND lng IS NOT NULL\"\"\").fetchall()\n\n now = time.time()\n a_faire: list[tuple[float, float]] = []\n skipped = 0\n for r in rows:\n cached = con.execute(\n \"SELECT ts FROM poi_cache WHERE coord_key=?\",\n (f\"{r['la']},{r['ln']}\",)).fetchone()\n if cached and now - (cached[\"ts\"] or 0) < REFRESH_AFTER:\n skipped += 1\n else:\n a_faire.append((r[\"la\"], r[\"ln\"]))\n if limit is not None:\n a_faire = a_faire[:limit]\n\n # 1) télécharger les POI des tuiles nécessaires (une requête par tuile)\n tuiles = sorted({_tile_of(la, ln) for la, ln in a_faire})\n pois_by_tile: dict[tuple[int, int], dict[str, list[dict]]] = {}\n tile_errors = []\n for t in tuiles:\n res = client.fetch_tile(*t)\n if res is None:\n tile_errors.append(t)\n else:\n by_cat: dict[str, list[dict]] = {}\n for p in res:\n by_cat.setdefault(p[\"cat\"], []).append(p)\n pois_by_tile[t] = by_cat\n\n # 2) calcul local du plus proche par catégorie pour chaque immeuble\n done = errors = 0\n for la, ln in a_faire:\n t = _tile_of(la, ln)\n if t not in pois_by_tile:\n errors += 1 # tuile en échec : re-tentée au prochain run\n continue\n pois = _nearest_by_cat(la, ln, pois_by_tile[t])\n con.execute(\n \"INSERT INTO poi_cache (coord_key, lat, lng, pois, ts) VALUES (?,?,?,?,?)\"\n \" ON CONFLICT(coord_key) DO UPDATE SET pois=excluded.pois, ts=excluded.ts\",\n (coord_key(la, ln), la, ln, json.dumps(pois, ensure_ascii=False), now))\n done += 1\n con.commit()\n\n con.close()\n stats = {\"fetched\": done, \"cached\": skipped, \"errors\": errors,\n \"tiles\": len(tuiles), \"tile_errors\": len(tile_errors),\n \"total_coords\": len(rows)}\n print(f\"[lou-ka] poi {stats}\")\n return stats\n","structuredPatch":[{"oldStart":24,"oldLines":6,"newStart":24,"newLines":10,"lines":[" OVERPASS_URLS = ["," \"https://overpass.kumi.systems/api/interpreter\","," \"https://overpass-api.de/api/interpreter\",","+ # replis vérifiés couvrant le Québec (panne simultanée kumi+officiel","+ # constatée le 2026-08-25) ; overpass.osm.ch exclu (extrait suisse)","+ \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\",","+ \"https://overpass.openstreetmap.fr/api/interpreter\","," ]"," USER_AGENT = \"LouKaBot/1.0 (agregateur logements Quebec; +contact@spboucher.ai)\""," REQUEST_DELAY = 2.0"]}],"userModified":false,"replaceAll":false}}}444{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"c4c66770-6044-4cdf-b5d4-be0c69cd7cbc","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}445{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6iwJF78fyzav2YcpRB","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":431,"cache_read_input_tokens":111581,"cache_creation":{"ephemeral_5m_input_tokens":431,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"248e5e1b-dc7d-4289-916f-8977d1599278"}}446{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6iwJF78fyzav2YcpRB","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DcAbKiwJSCVT1JyPaKv8jt","name":"Bash","input":{"command":"cd ~/apps/lou-ka && sed -n 20,30p louka/environment.py && grep -rn \"OVERPASS\" louka/*.py louka/shortterm/*.py 2>/dev/null | grep -v poi.py","description":"Check who consumes the mirror list"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":431,"cache_read_input_tokens":111581,"cache_creation":{"ephemeral_5m_input_tokens":431,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"2a4892a2-6340-4fdd-80c3-0444e7167cbd"}}447{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DcAbKiwJSCVT1JyPaKv8jt","type":"tool_result","content":"import time\n\nfrom . import db\nfrom .poi import (\n CATEGORIES, OVERPASS_URLS, PoiClient, TILE, TILE_MARGIN, _match_category,\n _tile_of,\n)\n\nREFRESH_AFTER = 90 * 86400 # l'environnement bâti bouge peu\n\n# Classes linéaires (bruit / vélo) : (clé, sélecteur Overpass)\nlouka/commerces.py:118:OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\nlouka/commerces.py:131: for url in OVERPASS:\nlouka/environment.py:24: CATEGORIES, OVERPASS_URLS, PoiClient, TILE, TILE_MARGIN, _match_category,","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"872f9809-784c-4766-aa08-c730de62c182","timestamp":"2026-08-25T07:49:08.545Z","tool_use_result":{"stdout":"import time\n\nfrom . import db\nfrom .poi import (\n CATEGORIES, OVERPASS_URLS, PoiClient, TILE, TILE_MARGIN, _match_category,\n _tile_of,\n)\n\nREFRESH_AFTER = 90 * 86400 # l'environnement bâti bouge peu\n\n# Classes linéaires (bruit / vélo) : (clé, sélecteur Overpass)\nlouka/commerces.py:118:OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\nlouka/commerces.py:131: for url in OVERPASS:\nlouka/environment.py:24: CATEGORIES, OVERPASS_URLS, PoiClient, TILE, TILE_MARGIN, _match_category,","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}448{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"66c6f955-f331-4e0f-86fd-d2b33e7f4ee9","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}449{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6jDPsBFobtepcy85FQ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":463,"cache_read_input_tokens":112012,"cache_creation":{"ephemeral_5m_input_tokens":463,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b24a14e0-2ea5-403d-ba82-feb672154c58"}}450{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6jDPsBFobtepcy85FQ","type":"message","role":"assistant","content":[{"type":"text","text":"`environment.py` hérite de la liste de `poi.py`. J'ajoute aussi les replis dans `commerces.py` qui a sa propre liste."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":463,"cache_read_input_tokens":112012,"cache_creation":{"ephemeral_5m_input_tokens":463,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7e191d12-f362-474d-b08c-88e662c6e82a"}}451{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6jDPsBFobtepcy85FQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UQz7WhEEmt4ZyveAzZuZCt","name":"Bash","input":{"command":"cd ~/apps/lou-ka && sed -n 116,124p louka/commerces.py","description":"Read commerces.py mirror list"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":463,"cache_read_input_tokens":112012,"cache_creation":{"ephemeral_5m_input_tokens":463,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"89981f02-3195-4393-b339-c4fddc8d4da7"}}452{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UQz7WhEEmt4ZyveAzZuZCt","type":"tool_result","content":"OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\"]\n\n\ndef _fetch_transit(lat: float, lng: float) -> list[tuple[str, dict]]:\n \"\"\"Station de métro et arrêt de bus les plus proches (OpenStreetMap).\"\"\"\n q = f\"\"\"[out:json][timeout:20];","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c3a2aa6a-a22a-4870-a116-07ec4d84097e","timestamp":"2026-08-25T07:49:12.204Z","tool_use_result":{"stdout":"OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\"]\n\n\ndef _fetch_transit(lat: float, lng: float) -> list[tuple[str, dict]]:\n \"\"\"Station de métro et arrêt de bus les plus proches (OpenStreetMap).\"\"\"\n q = f\"\"\"[out:json][timeout:20];","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}453{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"44208b30-a91e-4fee-a0c6-37f7c2febb1e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}454{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6jWfvxFG93XavJsb6Z","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015YrdmgQZzoESbCnHTwok1Z","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/apps/lou-ka/louka/commerces.py","old_string":"OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\"]","new_string":"OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\",\n \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\",\n \"https://overpass.openstreetmap.fr/api/interpreter\"]"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":356,"cache_read_input_tokens":112475,"cache_creation":{"ephemeral_5m_input_tokens":356,"ephemeral_1h_input_tokens":0},"output_tokens":15,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"91e2fa05-0b7a-478b-810e-b3f32781ecbc"}}455{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"<tool_use_error>File has not been read yet. Read it first before writing to it.</tool_use_error>","is_error":true,"tool_use_id":"toolu_015YrdmgQZzoESbCnHTwok1Z"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"42956e87-a47f-4c84-8387-4c36568b4197","timestamp":"2026-08-25T07:49:16.438Z","tool_use_result":"Error: File has not been read yet. 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Cache par cellule d'environ 1 km (data/commerces.db,\n# TTL 30 jours) : les fiches d'un même secteur ne recoûtent rien.\n# -----------------------------------------------------------------------------\nfrom __future__ import annotations\n\nimport json\nimport math\nimport re\nimport sqlite3\nimport time\nimport urllib.parse\nimport urllib.request\nfrom concurrent.futures import ThreadPoolExecutor\nfrom pathlib import Path\n\nROOT = Path(__file__).resolve().parent.parent\nDB_PATH = ROOT / \"data\" / \"commerces.db\"\nUA = \"LouKaBot/1.0 (+https://www.lou-ka.com; contact@spboucher.ai)\"\nTTL = 30 * 86400\nAPI = \"https://api.mapbox.com/search/searchbox/v1/forward\"\n\n# id, libellé, requête Mapbox, mot-clé de validation (le nom du POI doit le\n# contenir, sans accents ni casse — écarte « Station Métro », « Super Qualité »…)\nBRANDS = [\n (\"costco\", \"Costco\", \"Costco Wholesale\", \"costco\"),\n (\"walmart\", \"Walmart\", \"Walmart Supercentre\", \"walmart\"),\n (\"metro\", \"Metro\", \"Metro\", \"metro\"),\n (\"iga\", \"IGA\", \"IGA\", \"iga\"),\n (\"maxi\", \"Maxi\", \"Maxi\", \"maxi\"),\n (\"superc\", \"Super C\", \"Super C\", \"super c\"),\n (\"provigo\", \"Provigo\", \"Provigo\", \"provigo\"),\n (\"canadiantire\", \"Canadian Tire\", \"Canadian Tire\", \"canadian tire\"),\n (\"dollarama\", \"Dollarama\", \"Dollarama\", \"dollarama\"),\n (\"saq\", \"SAQ\", \"SAQ\", \"saq\"),\n (\"pharmaprix\", \"Pharmaprix\", \"Pharmaprix\", \"pharmaprix\"),\n (\"jeancoutu\", \"Jean Coutu\", \"Jean Coutu pharmacie\", \"jean coutu\"),\n (\"homedepot\", \"Home Depot\", \"Home Depot\", \"home depot\"),\n (\"rona\", \"RONA\", \"RONA\", \"rona\"),\n]\n\n_BAN = (\"station\", \"stationnement\")\n\n\ndef _norm(s: str) -> str:\n import unicodedata\n s = unicodedata.normalize(\"NFD\", s or \"\")\n return \"\".join(c for c in s if unicodedata.category(c) != \"Mn\").lower()\n\n_token_cache: list[str] = []\n\n\ndef _token() -> str:\n if not _token_cache:\n cfg = (ROOT / \"frontend\" / \"src\" / \"kamaps\" / \"config.ts\").read_text()\n m = re.search(r'\"(pk\\.[A-Za-z0-9._-]+)\"', cfg)\n if not m:\n raise RuntimeError(\"jeton Mapbox introuvable (kamaps/config.ts)\")\n _token_cache.append(m.group(1))\n return _token_cache[0]\n\n\ndef _connect() -> sqlite3.Connection:\n DB_PATH.parent.mkdir(parents=True, exist_ok=True)\n con = sqlite3.connect(DB_PATH, timeout=15)\n con.row_factory = sqlite3.Row\n con.execute(\"\"\"CREATE TABLE IF NOT EXISTS commerces_cache (\n cellule TEXT, brand TEXT, nom TEXT, adresse TEXT,\n lat REAL, lng REAL, fetched_at REAL,\n PRIMARY KEY (cellule, brand))\"\"\")\n return con\n\n\ndef _dist_m(lat1, lng1, lat2, lng2) -> float:\n dlat = math.radians(lat2 - lat1)\n dlng = math.radians(lng2 - lng1)\n a = (math.sin(dlat / 2) ** 2 + math.cos(math.radians(lat1))\n * math.cos(math.radians(lat2)) * math.sin(dlng / 2) ** 2)\n return 6371000 * 2 * math.asin(math.sqrt(a))\n\n\ndef _fetch_brand(brand_q: str, lat: float, lng: float,\n match: str = \"\") -> dict | None:\n params = urllib.parse.urlencode({\n \"q\": brand_q, \"proximity\": f\"{lng},{lat}\", \"limit\": 5,\n \"types\": \"poi\", \"language\": \"fr\", \"country\": \"CA\",\n \"access_token\": _token()})\n req = urllib.request.Request(f\"{API}?{params}\",\n headers={\"User-Agent\": UA})\n try:\n with urllib.request.urlopen(req, timeout=12) as r:\n feats = json.load(r).get(\"features\") or []\n except Exception:\n return None\n for f in feats:\n p = f.get(\"properties\") or {}\n nom = _norm(p.get(\"name\") or \"\")\n if match and match not in nom:\n continue\n if any(b in nom for b in _BAN):\n continue\n lng2, lat2 = f[\"geometry\"][\"coordinates\"][:2]\n return {\"nom\": p.get(\"name\") or brand_q,\n \"adresse\": p.get(\"full_address\")\n or p.get(\"place_formatted\") or \"\",\n \"lat\": lat2, \"lng\": lng2}\n return None\n\n\nOVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",\n \"https://overpass-api.de/api/interpreter\"]\n\n\ndef _fetch_transit(lat: float, lng: float) -> list[tuple[str, dict]]:\n \"\"\"Station de métro et arrêt de bus les plus proches (OpenStreetMap).\"\"\"\n q = f\"\"\"[out:json][timeout:20];\n(\n node[\"railway\"=\"station\"][\"station\"=\"subway\"](around:3000,{lat},{lng});\n node[\"highway\"=\"bus_stop\"](around:1000,{lat},{lng});\n);\nout body;\"\"\"\n data = None\n for url in OVERPASS:\n try:\n req = urllib.request.Request(\n url, data=urllib.parse.urlencode({\"data\": q}).encode(),\n headers={\"User-Agent\": UA})\n with urllib.request.urlopen(req, timeout=25) as r:\n data = json.load(r)\n break\n except Exception:\n continue\n if not data:\n return []\n best: dict[str, tuple[float, dict]] = {}\n for el in data.get(\"elements\", []):\n tags = el.get(\"tags\") or {}\n kind = (\"metro_station\" if tags.get(\"railway\") == \"station\"\n else \"arret_bus\")\n d = _dist_m(lat, lng, el[\"lat\"], el[\"lon\"])\n if kind not in best or d < best[kind][0]:\n best[kind] = (d, {\"nom\": tags.get(\"name\")\n or (\"Station de métro\" if kind == \"metro_station\"\n else \"Arrêt de bus\"),\n \"adresse\": \"\", \"lat\": el[\"lat\"],\n \"lng\": el[\"lon\"]})\n return [(k, v[1]) for k, v in best.items()]\n\n\nTRANSIT = [(\"metro_station\", \"Station de métro\"),\n (\"rem_station\", \"Station REM\"),\n (\"arret_bus\", \"Arrêt de bus\"),\n (\"gare_train\", \"Gare de train\")]\n\n_DB_GENRE = {\"metro\": \"metro_station\", \"rem\": \"rem_station\",\n \"bus\": \"arret_bus\", \"train\": \"gare_train\"}\n\n\ndef _transit_from_db(lat: float, lng: float) -> list[tuple[str, dict]]:\n \"\"\"Arrêts/stations depuis data/transit.db (extrait OpenStreetMap\n pré-calculé : ~37 000 arrêts de bus, métro, REM, gares du Québec).\"\"\"\n db = ROOT / \"data\" / \"transit.db\"\n if not db.exists():\n return []\n con = sqlite3.connect(f\"file:{db}?mode=ro\", uri=True)\n con.row_factory = sqlite3.Row\n out = []\n for genre, rayon in ((\"metro\", 6000), (\"rem\", 6000), (\"bus\", 1500),\n (\"train\", 8000)):\n d = rayon / 111320.0\n rows = con.execute(\n \"SELECT nom, lat, lng FROM arrets WHERE genre=? AND lat BETWEEN \"\n \"? AND ? AND lng BETWEEN ? AND ?\",\n (genre, lat - d, lat + d, lng - d, lng + d)).fetchall()\n best = None\n for r in rows:\n dd = _dist_m(lat, lng, r[\"lat\"], r[\"lng\"])\n if dd <= rayon and (best is None or dd < best[0]):\n best = (dd, r)\n if best:\n out.append((_DB_GENRE[genre],\n {\"nom\": best[1][\"nom\"] or \"\", \"adresse\": \"\",\n \"lat\": best[1][\"lat\"], \"lng\": best[1][\"lng\"]}))\n con.close()\n return out\n\n_POI_CAT = {\"metro\": \"metro_station\", \"bus\": \"arret_bus\"}\n\n\ndef _transit_from_poi(lat: float, lng: float) -> list[tuple[str, dict]]:\n \"\"\"Métro/bus depuis le cache POI du projet (louka.db, déjà calculé par\n immeuble) — la fiche interroge avec les mêmes coordonnées que poi.py.\"\"\"\n db_main = ROOT / \"data\" / next(\n (n for n in (\"louka.db\", \"immoka.db\", \"immo.db\")\n if (ROOT / \"data\" / n).exists()), \"louka.db\")\n if not db_main.exists():\n return []\n try:\n con = sqlite3.connect(f\"file:{db_main}?mode=ro\", uri=True)\n con.row_factory = sqlite3.Row\n d = 300 / 111320.0\n row = con.execute(\n \"SELECT pois, lat, lng FROM poi_cache WHERE lat BETWEEN ? AND ? \"\n \"AND lng BETWEEN ? AND ? ORDER BY (lat-?)*(lat-?)+(lng-?)*(lng-?) \"\n \"LIMIT 1\", (lat - d, lat + d, lng - d, lng + d,\n lat, lat, lng, lng)).fetchone()\n con.close()\n except sqlite3.Error:\n return []\n if row is None:\n return []\n out = []\n for e in json.loads(row[\"pois\"] or \"[]\"):\n k = _POI_CAT.get(e.get(\"cat\"))\n if k:\n out.append((k, {\"nom\": e.get(\"name\") or \"\", \"adresse\": \"\",\n \"lat\": lat, \"lng\": lng,\n \"_dist\": e.get(\"dist_m\")}))\n return out\n\n\ndef nearby(lat: float, lng: float) -> dict:\n \"\"\"Grand commerce le plus proche par bannière (cache ~1 km, TTL 30 j).\"\"\"\n cell = f\"{round(lat, 2)},{round(lng, 2)}\"\n con = _connect()\n now = time.time()\n cached = {r[\"brand\"]: r for r in con.execute(\n \"SELECT * FROM commerces_cache WHERE cellule=? AND fetched_at>?\",\n (cell, now - TTL))}\n manquants = [(bid, q, m) for bid, _, q, m in BRANDS\n if bid not in cached]\n transit_manquant = any(k not in cached for k, _ in TRANSIT)\n if manquants or transit_manquant:\n res: list[tuple[str, dict | None]] = []\n if manquants:\n with ThreadPoolExecutor(max_workers=6) as ex:\n res = list(ex.map(\n lambda b: (b[0], _fetch_brand(b[1], lat, lng, b[2])),\n manquants))\n if transit_manquant:\n tr = (_transit_from_db(lat, lng)\n or _transit_from_poi(lat, lng) or _fetch_transit(lat, lng))\n res.extend(tr)\n with con:\n for bid, hit in res:\n if hit is None:\n continue\n con.execute(\n \"INSERT OR REPLACE INTO commerces_cache VALUES \"\n \"(?,?,?,?,?,?,?)\",\n (cell, bid, hit[\"nom\"],\n hit.get(\"adresse\") or (str(hit[\"_dist\"])\n if hit.get(\"_dist\") is not None\n else \"\"),\n hit[\"lat\"], hit[\"lng\"], now))\n cached = {r[\"brand\"]: r for r in con.execute(\n \"SELECT * FROM commerces_cache WHERE cellule=? AND fetched_at>?\",\n (cell, now - TTL))}\n con.close()\n\n items = []\n transit = []\n for bid, label in TRANSIT:\n r = cached.get(bid)\n if r is not None:\n # distance : celle du cache POI si disponible (adresse numérique)\n d = (float(r[\"adresse\"]) if (r[\"adresse\"] or \"\").replace(\n \".\", \"\").isdigit() else _dist_m(lat, lng, r[\"lat\"], r[\"lng\"]))\n if d <= 5000:\n transit.append({\"id\": bid, \"commerce\": label,\n \"nom\": r[\"nom\"], \"adresse\": \"\",\n \"dist_m\": round(d),\n \"lat\": r[\"lat\"], \"lng\": r[\"lng\"]})\n for bid, label, _q, _m in BRANDS:\n r = cached.get(bid)\n if r is None:\n continue\n d = _dist_m(lat, lng, r[\"lat\"], r[\"lng\"])\n if d > 40000: # au-delà de 40 km : non pertinent\n continue\n items.append({\"id\": bid, \"commerce\": label, \"nom\": r[\"nom\"],\n \"adresse\": r[\"adresse\"], \"dist_m\": round(d),\n \"lat\": r[\"lat\"], \"lng\": r[\"lng\"]})\n items.sort(key=lambda x: x[\"dist_m\"])\n transit.sort(key=lambda x: x[\"dist_m\"])\n return {\"n\": len(items), \"commerces\": items, \"transit\": transit}\n","structuredPatch":[{"oldStart":116,"oldLines":7,"newStart":116,"newLines":9,"lines":[" "," "," OVERPASS = [\"https://overpass.kumi.systems/api/interpreter\",","- \"https://overpass-api.de/api/interpreter\"]","+ \"https://overpass-api.de/api/interpreter\",","+ \"https://maps.mail.ru/osm/tools/overpass/api/interpreter\",","+ \"https://overpass.openstreetmap.fr/api/interpreter\"]"," "," "," def _fetch_transit(lat: float, lng: float) -> list[tuple[str, dict]]:"]}],"userModified":false,"replaceAll":false}}}462{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"77f448b2-2b0f-4965-a9a8-cd5df30a4403","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}463{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6kEdZZ4EvHvwko77os","type":"message","role":"assistant","content":[{"type":"text","text":"Je relance maintenant env (7 tuiles manquantes) puis poi avec les nouveaux miroirs."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":350,"cache_read_input_tokens":113391,"cache_creation":{"ephemeral_5m_input_tokens":350,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a086fe05-0dc7-47f2-9e72-ac1d0a91248b"}}464{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6kEdZZ4EvHvwko77os","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WCfqGhXXVksgHJnmbStLAz","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py env 2>&1 | tail -4","description":"Retry env tiles with fallback mirrors","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":350,"cache_read_input_tokens":113391,"cache_creation":{"ephemeral_5m_input_tokens":350,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"685c0980-1ae5-4e8a-8c65-3e07c6bd42e4"}}465{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bx98lood5","tool_use_id":"toolu_01WCfqGhXXVksgHJnmbStLAz","description":"Retry env tiles with fallback mirrors","task_type":"local_bash","uuid":"f667fe64-6b72-4d20-9133-7d726d570473","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}466{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WCfqGhXXVksgHJnmbStLAz","type":"tool_result","content":"Command running in background with ID: bx98lood5. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bx98lood5.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e561cd8b-d05d-4e18-b97b-3c284424864f","timestamp":"2026-08-25T07:49:26.017Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"bx98lood5"}}}467{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"1d0e094e-faa9-4535-aefd-1365cc925b3c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}468{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP6kWXmtcyavLUwx6czb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016hQXijU4ZDUdesWgm15tzw","name":"TaskOutput","input":{"task_id":"bx98lood5","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":307,"cache_read_input_tokens":113741,"cache_creation":{"ephemeral_5m_input_tokens":307,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c85a54c5-9f72-43dd-846a-9280ee7178a0"}}469{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016hQXijU4ZDUdesWgm15tzw","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>bx98lood5</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n ✗ tuile 97,-159 : Overpass indisponible\n ✓ tuile 98,-154 : 37 voies, 15 POI\n ✓ tuile 98,-138 : 18 voies, 2 POI\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 4, 'echecs': 2}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6b185895-68eb-484e-9a8a-60651cd817e4","timestamp":"2026-08-25T07:54:29.246Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"bx98lood5","task_type":"local_bash","status":"completed","description":"Retry env tiles with fallback mirrors","output":" ✗ tuile 97,-159 : Overpass indisponible\n ✓ tuile 98,-154 : 37 voies, 15 POI\n ✓ tuile 98,-138 : 18 voies, 2 POI\n{'tuiles': 91, 'fraiches': 85, 'telechargees': 4, 'echecs': 2}\n","exitCode":0}}}}470{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"bx98lood5","patch":{"status":"completed","end_time":1787644469191},"uuid":"f5430955-63c9-45cd-9de6-a9501f55fb20","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}471{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"c3fc0e4e-aca2-4a75-81fc-855fc0b08ec3","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}472{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP78rskV8vCer1tHootc","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1065,"cache_read_input_tokens":114048,"cache_creation":{"ephemeral_5m_input_tokens":1065,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"438ca4de-21ea-40c7-b1e4-0271e8536e09"}}473{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP78rskV8vCer1tHootc","type":"message","role":"assistant","content":[{"type":"text","text":"Les miroirs de repli fonctionnent : 4 tuiles récupérées, 2 restantes (limites de débit). Je réessaie, puis j'enchaîne poi."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1065,"cache_read_input_tokens":114048,"cache_creation":{"ephemeral_5m_input_tokens":1065,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"453ddc5a-a463-4ab6-ba99-61a043815601"}}474{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP78rskV8vCer1tHootc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01EJjutFxDkfjUSX2tuNqELY","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py env 2>&1 | tail -3 && .venv/bin/python run.py env 2>&1 | tail -2","description":"Retry remaining env tiles twice","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1065,"cache_read_input_tokens":114048,"cache_creation":{"ephemeral_5m_input_tokens":1065,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"277565f6-79f4-47b8-a8e0-f77688a2d3f8"}}475{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b6yc4vhch","tool_use_id":"toolu_01EJjutFxDkfjUSX2tuNqELY","description":"Retry remaining env tiles twice","task_type":"local_bash","uuid":"d42e516e-b8fe-461b-bb82-28abebfc474e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}476{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EJjutFxDkfjUSX2tuNqELY","type":"tool_result","content":"Command running in background with ID: b6yc4vhch. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/b6yc4vhch.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"033648ab-cf6e-406a-8ac3-60178ea19704","timestamp":"2026-08-25T07:54:35.856Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"b6yc4vhch"}}}477{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"b279d1f5-31cf-45ed-b6e0-5d11198e35ed","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}478{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP79Li5GZ2hNqMSXXora","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017BRNz9kaVAZKGGehjTiKmo","name":"TaskOutput","input":{"task_id":"b6yc4vhch","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":439,"cache_read_input_tokens":115113,"cache_creation":{"ephemeral_5m_input_tokens":439,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"83f3ffb0-dab0-4819-b48d-a7c22c665fa8"}}479{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"b6yc4vhch","patch":{"status":"completed","end_time":1787644629549},"uuid":"81677cb8-8b05-41f5-8222-ca509a0a87dd","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}480{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017BRNz9kaVAZKGGehjTiKmo","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>b6yc4vhch</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n ✗ tuile 97,-159 : Overpass indisponible\n{'tuiles': 90, 'fraiches': 89, 'telechargees': 0, 'echecs': 1}\n ✓ tuile 97,-159 : 93 voies, 98 POI\n{'tuiles': 90, 'fraiches': 89, 'telechargees': 1, 'echecs': 0}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"91e8e037-a650-4845-b669-e84f30b6b9fa","timestamp":"2026-08-25T07:57:09.555Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"b6yc4vhch","task_type":"local_bash","status":"completed","description":"Retry remaining env tiles twice","output":" ✗ tuile 97,-159 : Overpass indisponible\n{'tuiles': 90, 'fraiches': 89, 'telechargees': 0, 'echecs': 1}\n ✓ tuile 97,-159 : 93 voies, 98 POI\n{'tuiles': 90, 'fraiches': 89, 'telechargees': 1, 'echecs': 0}\n","exitCode":0}}}}481{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"d0a7aad7-f7e0-4b7e-9f0f-69cdaeada5b0","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}482{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP7LgKLkFwyfJynrUp7r","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":622,"cache_read_input_tokens":115552,"cache_creation":{"ephemeral_5m_input_tokens":622,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6a30bbb7-fe2e-4fae-84b5-2eaa8004a6b2"}}483{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP7LgKLkFwyfJynrUp7r","type":"message","role":"assistant","content":[{"type":"text","text":"Toutes les tuiles d'environnement sont complètes (90/90). Je relance les POI puis les KA Scores manquants."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":622,"cache_read_input_tokens":115552,"cache_creation":{"ephemeral_5m_input_tokens":622,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"227550dc-0246-4e37-8be8-460a049bec0d"}}484{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP7LgKLkFwyfJynrUp7r","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VNdWcth8yrvyMWGa82JGwj","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py poi 2>&1 | tail -4","description":"Compute POIs with fallback mirrors","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":622,"cache_read_input_tokens":115552,"cache_creation":{"ephemeral_5m_input_tokens":622,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"fe87c03b-bd64-40e6-a6bc-8ceca3cc2c3a"}}485{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bv4bjlbxt","tool_use_id":"toolu_01VNdWcth8yrvyMWGa82JGwj","description":"Compute POIs with fallback mirrors","task_type":"local_bash","uuid":"e5a244c0-7935-43c2-ab95-de9fc78af40e","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}486{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VNdWcth8yrvyMWGa82JGwj","type":"tool_result","content":"Command running in background with ID: bv4bjlbxt. Output is being written to: 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job POI est en phase de téléchargement des tuiles (une grosse requête par tuile, miroirs plus lents). J'attends la suite."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":244,"cache_read_input_tokens":116775,"cache_creation":{"ephemeral_5m_input_tokens":244,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c37a0c64-ad0c-476e-b8f4-16b3e39a1f06"}}496{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP89k57yVD8xSWV4JQdi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01YJ6UPQrWdPgyv1gobVHa4S","name":"TaskOutput","input":{"task_id":"bv4bjlbxt","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":244,"cache_read_input_tokens":116775,"cache_creation":{"ephemeral_5m_input_tokens":244,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1e9e2c12-fc59-43ec-8ed8-dbfbf8454405"}}497{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YJ6UPQrWdPgyv1gobVHa4S","type":"tool_result","content":"<retrieval_status>timeout</retrieval_status>\n\n<task_id>bv4bjlbxt</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>running</status>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7c55f067-90cf-49cf-a4c0-331019cece4b","timestamp":"2026-08-25T08:17:54.157Z","tool_use_result":{"retrieval_status":"timeout","task":{"task_id":"bv4bjlbxt","task_type":"local_bash","status":"running","description":"Compute 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1500),\n (\"depanneur\", \"Dépanneur\", '[\"shop\"=\"convenience\"]', 800),\n (\"pharmacie\", \"Pharmacie\", '[\"amenity\"=\"pharmacy\"]', 1500),\n (\"ecole\", \"École\", '[\"amenity\"=\"school\"]', 1500),\n (\"garderie\", \"Garderie\", '[\"amenity\"~\"^(kindergarten|childcare)$\"]', 1500),\n (\"parc\", \"Parc\", '[\"leisure\"=\"park\"]', 1200),\n (\"bus\", \"Arrêt de bus\", '[\"highway\"=\"bus_stop\"]', 600),\n (\"metro\", \"Métro\", '[\"railway\"=\"station\"][\"station\"=\"subway\"]', 1500),\n (\"gym\", \"Gym\", '[\"leisure\"=\"fitness_centre\"]', 1500),\n (\"cafe\", \"Café\", '[\"amenity\"=\"cafe\"]', 1000),\n (\"clinique\", \"Clinique / CLSC\", '[\"amenity\"~\"^(clinic|doctors)$\"]', 2000),\n (\"hopital\", \"Hôpital\", '[\"amenity\"=\"hospital\"]', 3000),\n (\"bibliotheque\", \"Bibliothèque\", '[\"amenity\"=\"library\"]', 2000),\n]\n\nLABELS = {cat: label for cat, label, _, _ in CATEGORIES}\n\n\ndef coord_key(lat: float, lng: float) -> str:\n return f\"{round(lat, 4)},{round(lng, 4)}\"\n\n\ndef _haversine_m(lat1: float, lng1: float, lat2: float, lng2: float) -> float:\n r = 6371000.0\n p1, p2 = math.radians(lat1), math.radians(lat2)\n dp, dl = math.radians(lat2 - lat1), math.radians(lng2 - lng1)\n a = math.sin(dp / 2) ** 2 + math.cos(p1) * math.cos(p2) * math.sin(dl / 2) ** 2\n return 2 * r * math.asin(math.sqrt(a))\n\n\ndef _tile_of(lat: float, lng: float) -> tuple[int, int]:\n return (math.floor(lat / TILE), math.floor(lng / TILE))\n\n\ndef _build_tile_query(ty: int, tx: int) -> str:\n \"\"\"Tous les POI des catégories dans la tuile (bbox élargie de la marge).\"\"\"\n s = ty * TILE - TILE_MARGIN\n n = (ty + 1) * TILE + TILE_MARGIN\n w = tx * TILE - TILE_MARGIN\n e = (tx + 1) * TILE + TILE_MARGIN\n bbox = f\"{s:.4f},{w:.4f},{n:.4f},{e:.4f}\"\n parts = [f\"nwr{sel}({bbox});\" for _c, _l, sel, _r in CATEGORIES]\n return f'[out:json][timeout:180];({\"\".join(parts)});out center tags;'\n\n\ndef _match_category(tags: dict) -> str | None:\n \"\"\"Retrouve la catégorie Lou-Ka d'un élément OSM retourné.\"\"\"\n shop = tags.get(\"shop\")\n amenity = tags.get(\"amenity\")\n leisure = tags.get(\"leisure\")\n if shop == \"supermarket\":\n return \"epicerie\"\n if shop == \"convenience\":\n return \"depanneur\"\n if amenity == \"pharmacy\":\n return \"pharmacie\"","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"2520770f-1525-4762-8a93-2ab144abc88a","timestamp":"2026-08-25T08:18:30.748Z","tool_use_result":{"stdout":"TILE = 0.5\nTILE_MARGIN = 0.04 # ~4 km > plus grand rayon de catégorie (3 km)\n\n# Catégories : (clé, libellé FR, sélecteur Overpass, rayon m)\nCATEGORIES: list[tuple[str, str, str, int]] = [\n (\"epicerie\", \"Épicerie\", '[\"shop\"=\"supermarket\"]', 1500),\n (\"depanneur\", \"Dépanneur\", '[\"shop\"=\"convenience\"]', 800),\n (\"pharmacie\", \"Pharmacie\", '[\"amenity\"=\"pharmacy\"]', 1500),\n (\"ecole\", \"École\", '[\"amenity\"=\"school\"]', 1500),\n (\"garderie\", \"Garderie\", '[\"amenity\"~\"^(kindergarten|childcare)$\"]', 1500),\n (\"parc\", \"Parc\", '[\"leisure\"=\"park\"]', 1200),\n (\"bus\", \"Arrêt de bus\", '[\"highway\"=\"bus_stop\"]', 600),\n (\"metro\", \"Métro\", '[\"railway\"=\"station\"][\"station\"=\"subway\"]', 1500),\n (\"gym\", \"Gym\", '[\"leisure\"=\"fitness_centre\"]', 1500),\n (\"cafe\", \"Café\", '[\"amenity\"=\"cafe\"]', 1000),\n (\"clinique\", \"Clinique / CLSC\", '[\"amenity\"~\"^(clinic|doctors)$\"]', 2000),\n (\"hopital\", \"Hôpital\", '[\"amenity\"=\"hospital\"]', 3000),\n (\"bibliotheque\", \"Bibliothèque\", '[\"amenity\"=\"library\"]', 2000),\n]\n\nLABELS = {cat: label for cat, label, _, _ in CATEGORIES}\n\n\ndef coord_key(lat: float, lng: float) -> str:\n return f\"{round(lat, 4)},{round(lng, 4)}\"\n\n\ndef _haversine_m(lat1: float, lng1: float, lat2: float, lng2: float) -> float:\n r = 6371000.0\n p1, p2 = math.radians(lat1), math.radians(lat2)\n dp, dl = math.radians(lat2 - lat1), math.radians(lng2 - lng1)\n a = math.sin(dp / 2) ** 2 + math.cos(p1) * math.cos(p2) * math.sin(dl / 2) ** 2\n return 2 * r * math.asin(math.sqrt(a))\n\n\ndef _tile_of(lat: float, lng: float) -> tuple[int, int]:\n return (math.floor(lat / TILE), math.floor(lng / TILE))\n\n\ndef _build_tile_query(ty: int, tx: int) -> str:\n \"\"\"Tous les POI des catégories dans la tuile (bbox élargie de la marge).\"\"\"\n s = ty * TILE - TILE_MARGIN\n n = (ty + 1) * TILE + TILE_MARGIN\n w = tx * TILE - TILE_MARGIN\n e = (tx + 1) * TILE + TILE_MARGIN\n bbox = f\"{s:.4f},{w:.4f},{n:.4f},{e:.4f}\"\n parts = [f\"nwr{sel}({bbox});\" for _c, _l, sel, _r in CATEGORIES]\n return f'[out:json][timeout:180];({\"\".join(parts)});out center tags;'\n\n\ndef _match_category(tags: dict) -> str | None:\n \"\"\"Retrouve la catégorie Lou-Ka d'un élément OSM retourné.\"\"\"\n shop = tags.get(\"shop\")\n amenity = tags.get(\"amenity\")\n leisure = tags.get(\"leisure\")\n if shop == \"supermarket\":\n return \"epicerie\"\n if shop == \"convenience\":\n return \"depanneur\"\n if amenity == \"pharmacy\":\n return \"pharmacie\"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}505{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"2f7e89ba-c600-46a5-aab2-86fdbc3e9dbe","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}506{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP8y7iBeFb45Enbe4iWA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017ik62ZWvwUBTccAGnKJRDJ","name":"Bash","input":{"command":"cd ~/apps/lou-ka && sed -n \"$(grep -n 'class PoiClient' louka/poi.py | cut -d: -f1),+45p\" louka/poi.py","description":"Read PoiClient retry loop"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1669,"cache_read_input_tokens":118456,"cache_creation":{"ephemeral_5m_input_tokens":1669,"ephemeral_1h_input_tokens":0},"output_tokens":20,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"a2ee4c93-bb07-4ed3-9cf1-c40d9ef1757e"}}507{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017ik62ZWvwUBTccAGnKJRDJ","type":"tool_result","content":"class PoiClient:\n def __init__(self) -> None:\n self.session = requests.Session()\n self.session.headers[\"User-Agent\"] = USER_AGENT\n self._last = 0.0\n self._url_idx = 0\n\n def _post(self, query: str) -> list | None:\n \"\"\"POST Overpass avec throttling et rotation de miroir sur erreur.\"\"\"\n wait = REQUEST_DELAY - (time.time() - self._last)\n if wait > 0:\n time.sleep(wait)\n for essai in range(len(OVERPASS_URLS)):\n url = OVERPASS_URLS[(self._url_idx + essai) % len(OVERPASS_URLS)]\n try:\n resp = self.session.post(url, data={\"data\": query}, timeout=90)\n self._last = time.time()\n resp.raise_for_status()\n self._url_idx = (self._url_idx + essai) % len(OVERPASS_URLS)\n return resp.json().get(\"elements\") or []\n except Exception:\n self._last = time.time()\n continue\n return None\n\n def fetch_tile(self, ty: int, tx: int) -> list[dict] | None:\n \"\"\"Tous les POI catégorisés d'une tuile : [{cat, name, lat, lng}].\"\"\"\n elements = self._post(_build_tile_query(ty, tx))\n if elements is None:\n return None\n pois = []\n for el in elements:\n tags = el.get(\"tags\") or {}\n cat = _match_category(tags)\n if cat is None:\n continue\n elat = el.get(\"lat\") or (el.get(\"center\") or {}).get(\"lat\")\n elng = el.get(\"lon\") or (el.get(\"center\") or {}).get(\"lon\")\n if elat is None or elng is None:\n continue\n pois.append({\"cat\": cat, \"name\": (tags.get(\"name\") or LABELS[cat])[:60],\n \"lat\": elat, \"lng\": elng})\n return pois\n\n\ndef _nearest_by_cat(lat: float, lng: float, pois_by_cat: dict[str, list[dict]]) -> list[dict]:","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"43d974d1-ccdd-415a-84e5-88c83312ca82","timestamp":"2026-08-25T08:18:34.616Z","tool_use_result":{"stdout":"class PoiClient:\n def __init__(self) -> None:\n self.session = requests.Session()\n self.session.headers[\"User-Agent\"] = USER_AGENT\n self._last = 0.0\n self._url_idx = 0\n\n def _post(self, query: str) -> list | None:\n \"\"\"POST Overpass avec throttling et rotation de miroir sur erreur.\"\"\"\n wait = REQUEST_DELAY - (time.time() - self._last)\n if wait > 0:\n time.sleep(wait)\n for essai in range(len(OVERPASS_URLS)):\n url = OVERPASS_URLS[(self._url_idx + essai) % len(OVERPASS_URLS)]\n try:\n resp = self.session.post(url, data={\"data\": query}, timeout=90)\n self._last = time.time()\n resp.raise_for_status()\n self._url_idx = (self._url_idx + essai) % len(OVERPASS_URLS)\n return resp.json().get(\"elements\") or []\n except Exception:\n self._last = time.time()\n continue\n return None\n\n def fetch_tile(self, ty: int, tx: int) -> list[dict] | None:\n \"\"\"Tous les POI catégorisés d'une tuile : [{cat, name, lat, lng}].\"\"\"\n elements = self._post(_build_tile_query(ty, tx))\n if elements is None:\n return None\n pois = []\n for el in elements:\n tags = el.get(\"tags\") or {}\n cat = _match_category(tags)\n if cat is None:\n continue\n elat = el.get(\"lat\") or (el.get(\"center\") or {}).get(\"lat\")\n elng = el.get(\"lon\") or (el.get(\"center\") or {}).get(\"lon\")\n if elat is None or elng is None:\n continue\n pois.append({\"cat\": cat, \"name\": (tags.get(\"name\") or LABELS[cat])[:60],\n \"lat\": elat, \"lng\": elng})\n return pois\n\n\ndef _nearest_by_cat(lat: float, lng: float, pois_by_cat: dict[str, list[dict]]) -> list[dict]:","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}508{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"7e991a17-1ae3-44a9-80a0-afacff5b0a17","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}509{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP8yQBdaanMQR417Racw","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":847,"cache_read_input_tokens":120125,"cache_creation":{"ephemeral_5m_input_tokens":847,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"63c7f6ce-418d-4fb1-ab61-40018170a528"}}510{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP8yQBdaanMQR417Racw","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":847,"cache_read_input_tokens":120125,"cache_creation":{"ephemeral_5m_input_tokens":847,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f8edc5cb-b29d-42f3-9691-b2ada1f4eb9e"}}511{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP8yQBdaanMQR417Racw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015Z7vErSvKNx7iRwpdEaFz9","name":"Bash","input":{"command":"PID=$(pgrep -f \"Python run.py poi\" | head -1); ps -o pid,etime,cpu,rss -p $PID; lsof -p $PID -a -i -n 2>/dev/null | awk '{print $8,$9}' | tail -3; nettop -p $PID -L 1 -x 2>/dev/null | tail -2 | cut -c1-100","description":"Confirm POI process network activity"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":847,"cache_read_input_tokens":120125,"cache_creation":{"ephemeral_5m_input_tokens":847,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"61e7e1ca-f530-4609-813e-e7e56efe07bf"}}512{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b3ozgwfel","tool_use_id":"toolu_015Z7vErSvKNx7iRwpdEaFz9","description":"Confirm POI process network 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m","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"f352f16a-0a52-46ad-8773-beeb22520a0b","timestamp":"2026-08-25T08:18:59.322Z","tool_use_result":{"stdout":" PID ELAPSED CPU RSS\n41760 21:37 0 105936\nNODE NAME\nTCP 192.168.2.82:65279->95.163.216.90:https\nTCP 192.168.2.82:64735->193.219.97.30:https\n04:18:52.010341,tcp4 192.168.2.82:65279<->maps.mail.ru:443,en0,Established,64381,16286,0,1216,0,130.\n04:18:52.010203,tcp4 192.168.2.82:64735<->193.219.97.30:443,en0,Established,5266,3210,0,0,0,109.38 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job POI progresse bien (connexions actives vers maps.mail.ru, données qui rentrent). Je le laisse finir — je serai notifié à sa complétion, puis je lancerai le kascores final et le commit des miroirs de repli.\n\n**État actuel de l'enrichissement des nouveaux connecteurs :**\n- ✅ Géocodage (3 201/3 685 — le reste sans adresse exploitable)\n- ✅ Quality, audit images, quartier, buildings, fairvalue\n- ✅ KA Scores (3 195 annonces ; les ~6 dernières viendront avec le kascores final)\n- ✅ Gestionnaires 346/346 + avis (fix `managers.py` déployé et poussé)\n- ✅ TAL + Hydro (lots passés, le watch continue)\n- ✅ Tuiles environnement OSM 90/90 (récupérées via les nouveaux miroirs de repli)\n- ⏳ POI en cours de téléchargement (~1-2 h vu la panne des miroirs principaux)\n\nReste à faire à la fin du POI : `kascores` final, commit/push des miroirs de repli (`poi.py`, `commerces.py`) et redémarrage PM2."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1100,"cache_read_input_tokens":120972,"cache_creation":{"ephemeral_5m_input_tokens":1100,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c7bcb3e9-42e5-43f5-a65f-8076b155859e"}}518{"type":"claude","event":{"type":"result","subtype":"success","is_error":false,"api_error_status":null,"duration_ms":1890677,"duration_api_ms":931450,"num_turns":25,"result":"Le job POI progresse bien (connexions actives vers maps.mail.ru, données qui rentrent). Je le laisse finir — je serai notifié à sa complétion, puis je lancerai le kascores final et le commit des miroirs de repli.\n\n**État actuel de l'enrichissement des nouveaux connecteurs :**\n- ✅ Géocodage (3 201/3 685 — le reste sans adresse exploitable)\n- ✅ Quality, audit images, quartier, buildings, fairvalue\n- ✅ KA Scores (3 195 annonces ; les ~6 dernières viendront avec le kascores final)\n- ✅ Gestionnaires 346/346 + avis (fix `managers.py` déployé et poussé)\n- ✅ TAL + Hydro (lots passés, le watch continue)\n- ✅ Tuiles environnement OSM 90/90 (récupérées via les nouveaux miroirs de repli)\n- ⏳ POI en cours de téléchargement (~1-2 h vu la panne des miroirs principaux)\n\nReste à faire à la fin du POI : `kascores` final, commit/push des miroirs de repli (`poi.py`, `commerces.py`) et redémarrage 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job POI est terminé — je vérifie le résultat."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":123002,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":123002,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"d4f355d6-8bf7-4b8d-8dc6-430040c4be7d"}}524{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9hHwG5243s9xcBfTH8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019Emnt4VHAJrVMaQqXYFXpy","name":"Bash","input":{"command":"cat /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/bv4bjlbxt.output; cd ~/apps/lou-ka && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\nprint(\"poi_cache total :\", db.execute(\"SELECT COUNT(*) FROM poi_cache\").fetchone()[0])\nprint(\"POI nouvelles :\", q(f\"SELECT COUNT(*) FROM listings l JOIN poi_cache p ON p.coord_key=ROUND(l.lat,4)||','||ROUND(l.lng,4) WHERE l.source IN ({ph}) AND l.active=1\"))\nEOF","description":"Check POI job results"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":123002,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":123002,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"baee378f-55be-4ccc-9ddf-d5c402a8c22d"}}525{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019Emnt4VHAJrVMaQqXYFXpy","type":"tool_result","content":"[lou-ka] poi {'fetched': 10459, 'cached': 4649, 'errors': 7966, 'tiles': 85, 'tile_errors': 14, 'total_coords': 23074}\npoi_cache total : 16822\nPOI nouvelles : 1767","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"80528652-570d-4def-be61-2d5d09c0cd6e","timestamp":"2026-08-25T08:28:17.977Z","tool_use_result":{"stdout":"[lou-ka] poi {'fetched': 10459, 'cached': 4649, 'errors': 7966, 'tiles': 85, 'tile_errors': 14, 'total_coords': 23074}\npoi_cache total : 16822\nPOI nouvelles : 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: +10 459 immeubles couverts (cache 6 363 → 16 822), mais 14 tuiles ont échoué (7 966 coords en erreur). Je relance pour rattraper ces tuiles."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":566,"cache_read_input_tokens":123002,"cache_creation":{"ephemeral_5m_input_tokens":566,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cfa960cb-7e7f-4ba4-a5ee-ec33096a2788"}}529{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9iQE4D1ftvK7A2tLfD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012f3y6DXUCDWgsVNUyozk1A","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py poi 2>&1 | tail -3","description":"Rerun POI for failed tiles","timeout":600000,"run_in_background":true},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":566,"cache_read_input_tokens":123002,"cache_creation":{"ephemeral_5m_input_tokens":566,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"18cadb91-b141-4167-92ce-29c8ec5befc9"}}530{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"b0eq7slmc","tool_use_id":"toolu_012f3y6DXUCDWgsVNUyozk1A","description":"Rerun POI for failed tiles","task_type":"local_bash","uuid":"5d6d088e-6c16-4507-966c-d79485f4d68c","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}531{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012f3y6DXUCDWgsVNUyozk1A","type":"tool_result","content":"Command running in background with ID: b0eq7slmc. Output is being written to: /private/tmp/claude-501/-Users-simon-pierreboucher-apps-lou-ka/104060c4-c8ec-498d-b639-d4b9681a80e9/tasks/b0eq7slmc.output","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3df3a341-64f2-48c0-b617-f9babaf36d16","timestamp":"2026-08-25T08:28:23.951Z","tool_use_result":{"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"backgroundTaskId":"b0eq7slmc"}}}532{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"368f4487-795c-4044-b98b-f40a611d37ab","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}533{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9irJTUqqRYvAzKn6Rf","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01YTP3LK8EmG3yA55vaGBGSF","name":"TaskOutput","input":{"task_id":"b0eq7slmc","block":true,"timeout":600000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":464,"cache_read_input_tokens":123568,"cache_creation":{"ephemeral_5m_input_tokens":464,"ephemeral_1h_input_tokens":0},"output_tokens":23,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"930aefd5-6e13-4082-9cbc-aeb3849938a0"}}534{"type":"claude","event":{"type":"system","subtype":"task_updated","task_id":"b0eq7slmc","patch":{"status":"completed","end_time":1787646639717},"uuid":"47ec37cd-06f2-4e28-93d8-cbd49972ea99","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}535{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YTP3LK8EmG3yA55vaGBGSF","type":"tool_result","content":"<retrieval_status>success</retrieval_status>\n\n<task_id>b0eq7slmc</task_id>\n\n<task_type>local_bash</task_type>\n\n<status>completed</status>\n\n<exit_code>0</exit_code>\n\n<output>\n[lou-ka] poi {'fetched': 7963, 'cached': 15083, 'errors': 0, 'tiles': 15, 'tile_errors': 0, 'total_coords': 23046}\n</output>"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"48fe4867-9286-449c-bff3-4bb1cf3535e2","timestamp":"2026-08-25T08:30:39.768Z","tool_use_result":{"retrieval_status":"success","task":{"task_id":"b0eq7slmc","task_type":"local_bash","status":"completed","description":"Rerun POI for failed tiles","output":"[lou-ka] poi {'fetched': 7963, 'cached': 15083, 'errors': 0, 'tiles': 15, 'tile_errors': 0, 'total_coords': 23046}\n","exitCode":0}}}}536{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"3f69f8a9-d5c9-41ea-8748-4f0caca9fb6b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}537{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9trwBnb8AQJjGyyMyN","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":559,"cache_read_input_tokens":124032,"cache_creation":{"ephemeral_5m_input_tokens":559,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"c7871299-f2e4-4c35-b948-5c3fbb89b3a9"}}538{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9trwBnb8AQJjGyyMyN","type":"message","role":"assistant","content":[{"type":"text","text":"POI complets (0 erreur, tout le parc couvert). Je lance le kascores final et le bilan."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":559,"cache_read_input_tokens":124032,"cache_creation":{"ephemeral_5m_input_tokens":559,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"ef52dd08-e942-4fe5-aaee-d3e961a60e41"}}539{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9trwBnb8AQJjGyyMyN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LjN1cnKtyfiHr2TcYMSovp","name":"Bash","input":{"command":"cd ~/apps/lou-ka && .venv/bin/python run.py kascores 2>&1 | tail -2 && .venv/bin/python - <<'EOF'\nimport sqlite3\ndb = sqlite3.connect(\"data/louka.db\")\nnew = [l.strip() for l in open(\"/tmp/new_sources_0824.txt\") if l.strip()]\nph = \",\".join(\"?\"*len(new))\nargs = tuple(new)\nq = lambda sql: db.execute(sql, args).fetchone()[0]\ntot = q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1\")\nprint(f\"\\nBILAN FINAL — {tot} annonces actives (nouveaux connecteurs)\")\nprint(\" géocodées :\", q(f\"SELECT COUNT(*) FROM listings WHERE source IN ({ph}) AND active=1 AND lat IS NOT NULL\"))\nprint(\" KA Scores :\", q(f\"SELECT COUNT(*) FROM listings l JOIN kascores k ON k.coord_key=l.coord_key WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\" POI :\", q(f\"SELECT COUNT(*) FROM listings l JOIN poi_cache p ON p.coord_key=ROUND(l.lat,4)||','||ROUND(l.lng,4) WHERE l.source IN ({ph}) AND l.active=1\"))\nprint(\" fairvalue :\", q(f\"SELECT COUNT(*) FROM listings l JOIN fairvalue f ON f.uid=l.uid WHERE l.source IN ({ph}) AND l.active=1\"))\nEOF","description":"Final kascores pass and coverage recap","timeout":300000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":559,"cache_read_input_tokens":124032,"cache_creation":{"ephemeral_5m_input_tokens":559,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"6153dbfb-0229-4b89-bc2c-71e3147b6eb6"}}540{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LjN1cnKtyfiHr2TcYMSovp","type":"tool_result","content":" tuile 98,-138 : 1 immeubles\n{'immeubles_calcules': 232, 'sans_tuile_env': 0, 'scores_en_base': 29353, 'deciles_global': [14, 51, 62, 69, 74, 78, 82, 85, 88, 91, 98], 'version': '2026.08-v1', 'duree_s': 1.9}\n\nBILAN FINAL — 3685 annonces actives (nouveaux connecteurs)\n géocodées : 3201\n KA Scores : 3201\n POI : 3201\n fairvalue : 2896","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"73799c56-6882-4014-b5fd-775dfa97adc4","timestamp":"2026-08-25T08:31:06.373Z","tool_use_result":{"stdout":" tuile 98,-138 : 1 immeubles\n{'immeubles_calcules': 232, 'sans_tuile_env': 0, 'scores_en_base': 29353, 'deciles_global': [14, 51, 62, 69, 74, 78, 82, 85, 88, 91, 98], 'version': '2026.08-v1', 'duree_s': 1.9}\n\nBILAN FINAL — 3685 annonces actives (nouveaux connecteurs)\n géocodées : 3201\n KA Scores : 3201\n POI : 3201\n fairvalue : 2896","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}541{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"d3f9d6da-c151-4a12-9b80-ce93cc82fd03","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}542{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9vqK1cdPnKUxdJN66Q","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1449,"cache_read_input_tokens":124591,"cache_creation":{"ephemeral_5m_input_tokens":1449,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3a30503c-d5b1-4b2b-8ff0-502afe8e810d"}}543{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9vqK1cdPnKUxdJN66Q","type":"message","role":"assistant","content":[{"type":"text","text":"Couverture complète : 3 201/3 201 géocodées ont KA Scores et POI. Je committe les miroirs de repli et redémarre l'app."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1449,"cache_read_input_tokens":124591,"cache_creation":{"ephemeral_5m_input_tokens":1449,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"1ed795a6-dab3-4921-acdf-1ba432aaf9c7"}}544{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9vqK1cdPnKUxdJN66Q","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BukGMo7QPjEvN3yDPdUhCK","name":"Bash","input":{"command":"cd ~/apps/lou-ka && git add louka/poi.py louka/commerces.py && git commit -m \"$(cat <<'EOF'\nOverpass : miroirs de repli maps.mail.ru et openstreetmap.fr (poi, env, commerces)\n\nPanne simultanée de kumi.systems (502) et overpass-api.de (connexion refusée)\nle 2026-08-25 : POI et tuiles environnement bloqués. Ajout de deux miroirs\nvérifiés couvrant le Québec ; overpass.osm.ch écarté (extrait suisse\nuniquement). environment.py hérite de la liste de poi.py.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\nEOF\n)\" && git push origin main && pm2 restart lou-ka-web lou-ka-sync >/dev/null && sleep 3 && curl -s -o /dev/null -w \"healthcheck :8095 → %{http_code}\\n\" http://localhost:8095/ && curl -s -o /dev/null -w \"www.lou-ka.com → %{http_code}\\n\" https://www.lou-ka.com/","description":"Commit mirrors, push, restart, healthcheck"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1449,"cache_read_input_tokens":124591,"cache_creation":{"ephemeral_5m_input_tokens":1449,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"150e0f2e-b548-4b76-9950-6730732d2cea"}}545{"type":"claude","event":{"type":"system","subtype":"task_started","task_id":"bx2hb1vcp","tool_use_id":"toolu_01BukGMo7QPjEvN3yDPdUhCK","description":"Commit mirrors, push, restart, healthcheck","task_type":"local_bash","uuid":"2aac7582-2b11-4843-b9b3-c663c8ac88e1","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}546{"type":"claude","event":{"type":"system","subtype":"task_notification","task_id":"bx2hb1vcp","tool_use_id":"toolu_01BukGMo7QPjEvN3yDPdUhCK","status":"completed","output_file":"","summary":"Commit mirrors, push, restart, healthcheck","uuid":"44039386-b9b1-4b04-8e93-2aaeeae7a7c6","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}547{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BukGMo7QPjEvN3yDPdUhCK","type":"tool_result","content":"[main 1bd92b7] Overpass : miroirs de repli maps.mail.ru et openstreetmap.fr (poi, env, commerces)\n 2 files changed, 7 insertions(+), 1 deletion(-)\nTo gitsrv:srv/git/lou-ka.git\n 8312322..1bd92b7 main -> main\nhealthcheck :8095 → 200\nwww.lou-ka.com → 200","is_error":false}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"e4ecfe42-cac3-4aae-8714-6a3ca0683da8","timestamp":"2026-08-25T08:31:20.501Z","tool_use_result":{"stdout":"[main 1bd92b7] Overpass : miroirs de repli maps.mail.ru et openstreetmap.fr (poi, env, commerces)\n 2 files changed, 7 insertions(+), 1 deletion(-)\nTo gitsrv:srv/git/lou-ka.git\n 8312322..1bd92b7 main -> main\nhealthcheck :8095 → 200\nwww.lou-ka.com → 200","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}}548{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"ed78813d-e23c-4e45-a907-b120c0599f49","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}549{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9wrvGrk3EeYUxZT1kA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016wjmPEGpPusLwReRPB8C7j","name":"TodoWrite","input":{"todos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Quality, audit images, quartier, buildings, fairvalue","status":"completed","activeForm":"Pipeline de base"},{"content":"Gestionnaires 346/346 + fix managers.py","status":"completed","activeForm":"Enrichissement gestionnaires"},{"content":"TAL + Hydro (lots)","status":"completed","activeForm":"Lots TAL et Hydro"},{"content":"Env OSM 90/90 + POI complets + KA Scores via miroirs de repli","status":"completed","activeForm":"Env/POI/KA Scores"},{"content":"Commit/push (fix managers + miroirs Overpass) + pm2 restart + healthchecks","status":"completed","activeForm":"Déploiement final"}]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":720,"cache_read_input_tokens":126040,"cache_creation":{"ephemeral_5m_input_tokens":720,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"5dd10ac2-4129-4d3a-8282-5e5187bf2a15"}}550{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016wjmPEGpPusLwReRPB8C7j","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b3f7d036-d040-4f66-9d14-9751c69b944a","timestamp":"2026-08-25T08:31:26.257Z","tool_use_result":{"oldTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"KA Scores incrémentaux","status":"completed","activeForm":"Calcul des KA Scores"},{"content":"Enrichissement quartier","status":"completed","activeForm":"Enrichissement quartier"},{"content":"Passeport immeubles (buildings rollup)","status":"completed","activeForm":"Rollup des immeubles"},{"content":"Juste valeur locative (fairvalue)","status":"completed","activeForm":"Calcul de la juste valeur"},{"content":"Audit images (complet — restantes sans galerie ou non publiées)","status":"completed","activeForm":"Audit des images"},{"content":"Re-passage quality (complétude/publication)","status":"completed","activeForm":"Recalcul quality"},{"content":"Gestionnaires (346/346 résolus + avis) + fix managers.py","status":"completed","activeForm":"Enrichissement gestionnaires"},{"content":"TAL (lot 46) + Hydro (lot 40)","status":"completed","activeForm":"Lots TAL et Hydro"},{"content":"Commit/push fix + pm2 restart + healthchecks","status":"completed","activeForm":"Déploiement et vérifications"},{"content":"Au retour d'Overpass : env (7 tuiles) + poi + kascores","status":"in_progress","activeForm":"Attente du retour d'Overpass (env/poi/kascores)"}],"newTodos":[{"content":"Géocoder les annonces sans coordonnées (batch Adresses Québec)","status":"completed","activeForm":"Géocodage des nouvelles annonces"},{"content":"Quality, audit images, quartier, buildings, fairvalue","status":"completed","activeForm":"Pipeline de base"},{"content":"Gestionnaires 346/346 + fix managers.py","status":"completed","activeForm":"Enrichissement gestionnaires"},{"content":"TAL + Hydro (lots)","status":"completed","activeForm":"Lots TAL et Hydro"},{"content":"Env OSM 90/90 + POI complets + KA Scores via miroirs de repli","status":"completed","activeForm":"Env/POI/KA Scores"},{"content":"Commit/push (fix managers + miroirs Overpass) + pm2 restart + healthchecks","status":"completed","activeForm":"Déploiement final"}],"verificationNudgeNeeded":false}}}551{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"0b30cd53-e72d-4f9d-8d40-958250a4b78b","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}552{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9xHTA6M6PahZuFamVo","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAIShgYKpwEIERgCKkBhSyiA/hLrQ5lrOhlFesQm25fWBCvB3Gn+ZCixX5Y0/Tm3r4d1VCAIdexb0aS1Qm1RlQg1b75/uzdVSkTEncc9Mg5jbGF1ZGUtZmFibGUtNTgBQgh0aGlua2luZ1okNmZjYzhmODMtMWY5Yy00ZDMzLWJhMDctNGQ0ZGYzN2Q2N2Y1chCLToDU25FEmjjVqZecraU5iAEBqAHkpbXUBrABAhIMjh1xxph9yCBfm8pUGgxwddp9Ty/Hqp3+Q50iMHAO2EXHvwlGoP0X0XZHICfXOYhL1ZBxHvtaAhMbysQdbh2V9amHNPy4Ovvmeci00SqLBLoQu8LqkP0RTDcnXxvpvZdjY5yugEbdBnfLIeCksNTyxjsNi3ttgr3APzOLN7LP2TIRhTmZ9SMm9ji+mNi2VL6yQrDCDC+U+KXkja0d21pD+HoQkEcjr4P/Dzt5dyqWuTapJbdjPzbdgV5qjO0ok3nedn5W8cwVbW9S5kUOymmmB10bFMe6paXR1pOl8gIS0PeMs7VqV3hbStKaXkNwZ6f6RkbTzfFiANUfTA0CNQqL0igM1tQYefrab2WJp16d0AM+MOV0Mu67ktS2Zp9o9PhQG4E7koQeq+X6kOSxikCAyNUAxJw/JGbAejUPr19RkeTDGr9pyIChc/itY2mTThBaCwJYrhi3dUPBUDdZO0/SLzrvsUpVenmLOh0HxgP9UcefS/fw+OE07d9GXgn6e9vNw1E3Uka3g5G445ItT0B6s+bKmCAgZrWY1GV+5F+ThIEs1qOXo2mP6nTUJSRIJXndlP5SRGJ9Rgq9OiXX637i/0idx8/Q8a4xnPJirjsRmckL/2NB1lSxq1/oKOSxO928tFMgNUQibNXyiOGfqT0iai/zhdnSZOLdRek979yjz5Rsr8b+ps0619HlwqeSq6BvluxFu0PypjSWdDc9FUzGK+R8FYNam1EM01129aGYZ/KTMo/iTtY+BIMd17H4IoIQDn7tMDAxoiG08/mI79rc6fingszH2+MCE54YAQ=="}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":469,"cache_read_input_tokens":126760,"cache_creation":{"ephemeral_5m_input_tokens":469,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"7f1cf660-fac4-47ce-8c67-af401a6092c9"}}553{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9xHTA6M6PahZuFamVo","type":"message","role":"assistant","content":[{"type":"text","text":"Enrichissement terminé. Je sauvegarde en mémoire la routine d'enrichissement post-campagne pour les prochaines fois."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":469,"cache_read_input_tokens":126760,"cache_creation":{"ephemeral_5m_input_tokens":469,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"adb52ee8-d5e9-4fdc-b188-ce5f2ceeb5cb"}}554{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9xHTA6M6PahZuFamVo","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RAW5fyZcYGhmWuxRTi8Du3","name":"Write","input":{"file_path":"/Users/simon-pierreboucher/.claude/projects/-Users-simon-pierreboucher-apps-lou-ka/memory/project_enrichissement.md","content":"---\nname: Routine enrichissement post-campagne connecteurs\ndescription: Ordre des commandes run.py pour enrichir les annonces après une campagne de nouveaux connecteurs, et gotchas (venv, Overpass, imgaudit)\ntype: project\n---\n\nAprès une campagne de nouveaux connecteurs (syncs initiaux faits), l'enrichissement complet se lance à la main avec `.venv/bin/python run.py <cmd>` (⚠️ PAS `python3` système — pas de dépendances) :\n\n1. `geocode` (batch Adresses Québec) → 2. `quality` → 3. `imgaudit <n>` → 4. `quartier` → 5. `env` → 6. `kascores` → 7. `poi` → 8. `buildings` → 9. `fairvalue` → 10. `managers <budget_s>` (SerpApi) → 11. `tal 60 600` et `hydro-precompute 100 40` (lots, le watch complète ensuite).\n\n**Why:** fait le 2026-08-25 pour la campagne province (149 connecteurs, 3 685 annonces) — rien ne s'enrichit tout seul à part hydro (appelé par watch). Aucun cron d'enrichissement n'existe.\n\n**How to apply:**\n- kascores/poi dépendent de `env` et du géocodage ; fairvalue des publiées ; relancer `poi` puis `kascores` si des tuiles échouent (incrémental, pas cher).\n- imgaudit n'audite que published=1 avec galerie non vide — des `images_ok NULL` restants sont normaux.\n- Overpass : 4 miroirs dans poi.py (kumi, overpass-api.de, maps.mail.ru, openstreetmap.fr — panne simultanée des 2 premiers le 2026-08-25). Un run poi complet province ≈ 1-2 h.\n- TAL ≈ 30 % d'erreurs anti-bot par lot : normal, repasser plus tard.\n- Rien à committer : tout va dans data/*.db (ignorées par git).\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":469,"cache_read_input_tokens":126760,"cache_creation":{"ephemeral_5m_input_tokens":469,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global"},"context_management":null},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"b29565b7-9634-4866-a867-258870117420"}}555{"type":"claude","event":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RAW5fyZcYGhmWuxRTi8Du3","type":"tool_result","content":"File created successfully at: /Users/simon-pierreboucher/.claude/projects/-Users-simon-pierreboucher-apps-lou-ka/memory/project_enrichissement.md"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"3ef3bb7d-9078-432d-8f2c-bc34d677a684","timestamp":"2026-08-25T08:31:43.517Z","tool_use_result":{"type":"create","filePath":"/Users/simon-pierreboucher/.claude/projects/-Users-simon-pierreboucher-apps-lou-ka/memory/project_enrichissement.md","content":"---\nname: Routine enrichissement post-campagne connecteurs\ndescription: Ordre des commandes run.py pour enrichir les annonces après une campagne de nouveaux connecteurs, et gotchas (venv, Overpass, imgaudit)\ntype: project\noriginSessionId: 104060c4-c8ec-498d-b639-d4b9681a80e9\n---\nAprès une campagne de nouveaux connecteurs (syncs initiaux faits), l'enrichissement complet se lance à la main avec `.venv/bin/python run.py <cmd>` (⚠️ PAS `python3` système — pas de dépendances) :\n\n1. `geocode` (batch Adresses Québec) → 2. `quality` → 3. `imgaudit <n>` → 4. `quartier` → 5. `env` → 6. `kascores` → 7. `poi` → 8. `buildings` → 9. `fairvalue` → 10. `managers <budget_s>` (SerpApi) → 11. `tal 60 600` et `hydro-precompute 100 40` (lots, le watch complète ensuite).\n\n**Why:** fait le 2026-08-25 pour la campagne province (149 connecteurs, 3 685 annonces) — rien ne s'enrichit tout seul à part hydro (appelé par watch). 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hors sujet → quarantaine via `relevance_reason()` dans quality.py\n4\t- [Historique TAL par adresse](project_tal.md) — décisions SOQUIJ croisées aux annonces ; gotchas anti-bot, backfill 60/h, pas de noms affichés\n5\t"}]},"parent_tool_use_id":null,"session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9","uuid":"cbb98f3d-affe-417c-90d2-eb59951a109a","timestamp":"2026-08-25T08:31:47.836Z","tool_use_result":{"type":"text","file":{"filePath":"/Users/simon-pierreboucher/.claude/projects/-Users-simon-pierreboucher-apps-lou-ka/memory/MEMORY.md","content":"# Index mémoire — lou-ka\n\n- [Pertinence des annonces Lou-Ka](feedback_pertinence.md) — seulement des logements au mois ; hors sujet → quarantaine via `relevance_reason()` dans quality.py\n- [Historique TAL par adresse](project_tal.md) — décisions SOQUIJ croisées aux annonces ; gotchas anti-bot, backfill 60/h, pas de noms affichés\n","numLines":5,"startLine":1,"totalLines":5}}}}559{"type":"claude","event":{"type":"system","subtype":"status","status":"requesting","uuid":"614bd5fc-58c7-4e9b-aedf-7dae9a30d5e5","session_id":"104060c4-c8ec-498d-b639-d4b9681a80e9"}}560{"type":"claude","event":{"type":"assistant","message":{"model":"claude-fable-5","id":"msg_011CeP9ysnvQGsqQs1EQeynC","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CCF8fbaVB7p1dN2sPevr2g","name":"Edit","input":{"replace_all":false,"file_path":"/Users/simon-pierreboucher/.claude/projects/-Users-simon-pierreboucher-apps-lou-ka/memory/MEMORY.md","old_string":"- [Historique TAL par adresse](project_tal.md) — décisions SOQUIJ croisées aux annonces ; 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