a47079c97c
Integrate saving of training history to the database within `train_hybrid.py`, ensuring that model versioning is correctly applied for hybrid detector runs. Replit-Commit-Author: Agent Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528 Replit-Commit-Checkpoint-Type: full_checkpoint Replit-Commit-Event-Id: 9f8d0aa1-70ec-4271-b143-5f66d1d3756b Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/RJGlbTt
99 lines
2.8 KiB
Bash
Executable File
99 lines
2.8 KiB
Bash
Executable File
#!/bin/bash
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#
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# Setup ML Training Systemd Timer
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# Configura training automatico settimanale del modello ML hybrid
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#
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set -e
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echo "================================================================"
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echo " SETUP ML TRAINING TIMER - Training Automatico Settimanale"
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echo "================================================================"
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echo ""
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# Verifica root
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if [ "$EUID" -ne 0 ]; then
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echo "❌ ERRORE: Questo script deve essere eseguito come root"
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echo " Usa: sudo $0"
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exit 1
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fi
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IDS_ROOT="/opt/ids"
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SYSTEMD_DIR="/etc/systemd/system"
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# Verifica directory IDS
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if [ ! -d "$IDS_ROOT" ]; then
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echo "❌ ERRORE: Directory IDS non trovata: $IDS_ROOT"
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exit 1
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fi
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echo "📁 Directory IDS: $IDS_ROOT"
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echo ""
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# 1. Copia systemd files
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echo "📋 Step 1: Installazione systemd units..."
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cp "$IDS_ROOT/deployment/systemd/ids-ml-training.service" "$SYSTEMD_DIR/"
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cp "$IDS_ROOT/deployment/systemd/ids-ml-training.timer" "$SYSTEMD_DIR/"
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echo " ✅ Service copiato: $SYSTEMD_DIR/ids-ml-training.service"
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echo " ✅ Timer copiato: $SYSTEMD_DIR/ids-ml-training.timer"
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echo ""
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# 2. Rendi eseguibile script
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echo "🔧 Step 2: Permessi script..."
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chmod +x "$IDS_ROOT/deployment/run_ml_training.sh"
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echo " ✅ Script eseguibile: $IDS_ROOT/deployment/run_ml_training.sh"
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echo ""
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# 3. Reload systemd
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echo "🔄 Step 3: Reload systemd daemon..."
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systemctl daemon-reload
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echo " ✅ Daemon reloaded"
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echo ""
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# 4. Enable e start timer
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echo "🚀 Step 4: Attivazione timer..."
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systemctl enable ids-ml-training.timer
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systemctl start ids-ml-training.timer
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echo " ✅ Timer attivato e avviato"
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echo ""
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# 5. Verifica status
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echo "📊 Step 5: Verifica configurazione..."
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echo ""
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echo "Timer status:"
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systemctl status ids-ml-training.timer --no-pager
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echo ""
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echo "Prossima esecuzione:"
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systemctl list-timers ids-ml-training.timer --no-pager
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echo ""
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echo "================================================================"
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echo "✅ SETUP COMPLETATO!"
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echo "================================================================"
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echo ""
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echo "📅 Schedule: Ogni Lunedì alle 03:00 AM"
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echo "📁 Log: /var/log/ids/ml-training.log"
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echo ""
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echo "🔍 COMANDI UTILI:"
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echo ""
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echo " # Verifica timer attivo"
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echo " systemctl status ids-ml-training.timer"
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echo ""
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echo " # Vedi prossima esecuzione"
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echo " systemctl list-timers ids-ml-training.timer"
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echo ""
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echo " # Esegui training manualmente ORA"
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echo " sudo systemctl start ids-ml-training.service"
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echo ""
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echo " # Vedi log training"
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echo " journalctl -u ids-ml-training.service -f"
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echo " tail -f /var/log/ids/ml-training.log"
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echo ""
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echo " # Disabilita training automatico"
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echo " sudo systemctl stop ids-ml-training.timer"
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echo " sudo systemctl disable ids-ml-training.timer"
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echo ""
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echo "================================================================"
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