v1.0 - Version stable: multi-PC, détection UI-DETR-1, 3 modes exécution
- Frontend v4 accessible sur réseau local (192.168.1.40) - Ports ouverts: 3002 (frontend), 5001 (backend), 5004 (dashboard) - Ollama GPU fonctionnel - Self-healing interactif - Dashboard confiance Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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102
fix_learning_pipeline.sh
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102
fix_learning_pipeline.sh
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#!/bin/bash
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# Fix pour l'apprentissage complet - HuggingFace cache + GraphBuilder
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set -e
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echo "🔧 Correction du Pipeline d'Apprentissage"
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echo "=========================================="
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echo ""
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if [ "$EUID" -ne 0 ]; then
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echo "❌ Ce script doit être exécuté avec sudo"
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echo "Usage: sudo bash fix_learning_pipeline.sh"
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exit 1
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fi
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# ==============================================================================
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# 1. FIX HUGGINGFACE CACHE
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# ==============================================================================
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echo "📦 Fix 1/2: Cache HuggingFace"
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echo "-----------------------------"
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# Créer le répertoire cache HuggingFace
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echo "📁 Création du répertoire cache..."
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mkdir -p /home/rpa/.cache/huggingface
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mkdir -p /home/rpa/.cache/huggingface/hub
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mkdir -p /home/rpa/.cache/torch
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# Définir les permissions correctes
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echo "🔐 Configuration des permissions..."
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chown -R rpa:rpa /home/rpa/.cache
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chmod -R 755 /home/rpa/.cache
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echo "✅ Cache HuggingFace configuré"
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echo ""
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# ==============================================================================
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# 2. FIX GRAPHBUILDER
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# ==============================================================================
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echo "📦 Fix 2/2: GraphBuilder Method"
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echo "--------------------------------"
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FILE="/opt/rpa_vision_v3/server/processing_pipeline.py"
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# Créer une sauvegarde
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BACKUP="${FILE}.backup_graphbuilder_$(date +%Y%m%d_%H%M%S)"
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echo "💾 Création sauvegarde: $BACKUP"
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cp "$FILE" "$BACKUP"
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# Corriger la ligne 405 : build_from_states → build_from_session
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echo "🔧 Correction de la méthode..."
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sed -i '405s/self.graph_builder.build_from_states(screen_states)/self.graph_builder.build_from_session(session)/' "$FILE"
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# Vérifier la modification
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if grep -q "build_from_session(session)" "$FILE"; then
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echo "✅ Méthode GraphBuilder corrigée"
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else
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echo "❌ Erreur lors de la modification"
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echo "Restauration de la sauvegarde..."
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cp "$BACKUP" "$FILE"
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exit 1
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fi
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echo ""
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echo "📋 Contexte modifié:"
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echo "-------------------"
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grep -A 2 -B 2 "build_from_session" "$FILE" | grep -v "^--$"
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echo ""
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# ==============================================================================
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# 3. REDÉMARRAGE DU WORKER
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# ==============================================================================
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echo "🔄 Redémarrage du worker..."
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systemctl restart rpa-vision-v3-worker.service
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sleep 3
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# Vérifier le statut
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STATUS=$(systemctl is-active rpa-vision-v3-worker.service)
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if [ "$STATUS" = "active" ]; then
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echo "✅ Worker redémarré avec succès"
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else
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echo "❌ Worker en état: $STATUS"
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echo "Voir les logs: sudo journalctl -u rpa-vision-v3-worker -n 50"
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exit 1
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fi
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echo ""
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echo "✅ CORRECTIONS TERMINÉES"
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echo ""
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echo "📝 Résumé:"
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echo " 1. ✅ Cache HuggingFace créé pour utilisateur rpa"
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echo " 2. ✅ GraphBuilder.build_from_session() utilisé"
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echo " 3. ✅ Worker redémarré"
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echo ""
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echo "🎯 Prochaine étape:"
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echo " Capturer une nouvelle session pour tester l'apprentissage complet"
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echo ""
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echo "💾 Sauvegardes:"
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echo " - $BACKUP"
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echo ""
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echo "🔄 Pour restaurer:"
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echo " sudo cp $BACKUP $FILE"
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echo " sudo systemctl restart rpa-vision-v3-worker.service"
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