Add missing Python libraries for backend functionality
Update the Python dependency installation script to include `httpx` and `joblib`, and enhance verification checks for installed modules. Replit-Commit-Author: Agent Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528 Replit-Commit-Checkpoint-Type: intermediate_checkpoint Replit-Commit-Event-Id: f0a704c9-cac4-4144-8f26-c6066459f615 Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/n4Q2eeE
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marco370
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@ -0,0 +1,124 @@
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Status Servizi:
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● ids-ml-backend.service - IDS ML Backend (FastAPI)
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Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
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Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:55:17 CET; 348ms ago
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Process: 15380 ExecStart=/opt/ids/python_ml/venv/bin/python3 main.py (code=exited, status=1/FAILURE)
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Main PID: 15380 (code=exited, status=1/FAILURE)
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CPU: 3.435s
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● ids-syslog-parser.service - IDS Syslog Parser (Network Logs Processor)
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Loaded: loaded (/etc/systemd/system/ids-syslog-parser.service; enabled; preset: disabled)
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Active: active (running) since Sat 2025-11-22 10:55:15 CET; 2s ago
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Main PID: 15405 (python3)
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Tasks: 1 (limit: 100409)
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Memory: 10.7M (max: 1.0G available: 1013.2M)
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CPU: 324ms
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CGroup: /system.slice/ids-syslog-parser.service
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└─15405 /opt/ids/python_ml/venv/bin/python3 syslog_parser.py
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╔═══════════════════════════════════════════════╗
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║ ✅ SYSTEMD SERVICES CONFIGURATI ║
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╚═══════════════════════════════════════════════╝
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COMANDI UTILI:
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systemctl status ids-ml-backend - Status ML Backend
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systemctl status ids-syslog-parser - Status Syslog Parser
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systemctl restart ids-ml-backend - Restart ML Backend
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systemctl restart ids-syslog-parser - Restart Syslog Parser
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journalctl -u ids-ml-backend -f - Log ML Backend
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journalctl -u ids-syslog-parser -f - Log Syslog Parser
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[root@ids ids]# # Verifica status servizi
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systemctl status ids-ml-backend
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systemctl status ids-syslog-parser
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# Entrambi dovrebbero mostrare "Active: active (running)"
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● ids-ml-backend.service - IDS ML Backend (FastAPI)
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Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
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Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:55:17 CET; 4s ago
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Process: 15380 ExecStart=/opt/ids/python_ml/venv/bin/python3 main.py (code=exited, status=1/FAILURE)
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Main PID: 15380 (code=exited, status=1/FAILURE)
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CPU: 3.435s
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● ids-syslog-parser.service - IDS Syslog Parser (Network Logs Processor)
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Loaded: loaded (/etc/systemd/system/ids-syslog-parser.service; enabled; preset: disabled)
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Active: active (running) since Sat 2025-11-22 10:55:15 CET; 5s ago
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Main PID: 15405 (python3)
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Tasks: 1 (limit: 100409)
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Memory: 10.7M (max: 1.0G available: 1013.2M)
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CPU: 627ms
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CGroup: /system.slice/ids-syslog-parser.service
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└─15405 /opt/ids/python_ml/venv/bin/python3 syslog_parser.py
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Nov 22 10:55:15 ids.alfacom.it systemd[1]: Started IDS Syslog Parser (Network Logs Processor).
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[root@ids ids]# systemctl status ids-syslog-parser
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● ids-syslog-parser.service - IDS Syslog Parser (Network Logs Processor)
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Loaded: loaded (/etc/systemd/system/ids-syslog-parser.service; enabled; preset: disabled)
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Active: active (running) since Sat 2025-11-22 10:55:15 CET; 14s ago
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Main PID: 15405 (python3)
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Tasks: 1 (limit: 100409)
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Memory: 10.8M (max: 1.0G available: 1013.1M)
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CPU: 1.268s
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CGroup: /system.slice/ids-syslog-parser.service
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└─15405 /opt/ids/python_ml/venv/bin/python3 syslog_parser.py
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Nov 22 10:55:15 ids.alfacom.it systemd[1]: Started IDS Syslog Parser (Network Logs Processor).
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[root@ids ids]# systemctl status ids-ml-backend
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● ids-ml-backend.service - IDS ML Backend (FastAPI)
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Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
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Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:55:29 CET; 7s ago
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Process: 15441 ExecStart=/opt/ids/python_ml/venv/bin/python3 main.py (code=exited, status=1/FAILURE)
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Main PID: 15441 (code=exited, status=1/FAILURE)
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CPU: 3.642s
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[root@ids ids]# systemctl restart ids-ml-backend
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[root@ids ids]# systemctl status ids-ml-backend
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● ids-ml-backend.service - IDS ML Backend (FastAPI)
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Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
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Active: active (running) since Sat 2025-11-22 10:55:48 CET; 1s ago
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Main PID: 15482 (python3)
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Tasks: 15 (limit: 100409)
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Memory: 110.1M (max: 2.0G available: 1.8G)
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CPU: 3.357s
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CGroup: /system.slice/ids-ml-backend.service
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└─15482 /opt/ids/python_ml/venv/bin/python3 main.py
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Nov 22 10:55:48 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
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[root@ids ids]# systemctl status ids-ml-backend
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● ids-ml-backend.service - IDS ML Backend (FastAPI)
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Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
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Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:55:50 CET; 3s ago
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Process: 15482 ExecStart=/opt/ids/python_ml/venv/bin/python3 main.py (code=exited, status=1/FAILURE)
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Main PID: 15482 (code=exited, status=1/FAILURE)
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CPU: 3.607s
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[root@ids ids]# tail -30 /var/log/ids/ml_backend.log
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Traceback (most recent call last):
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File "/opt/ids/python_ml/main.py", line 21, in <module>
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from mikrotik_manager import MikroTikManager
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File "/opt/ids/python_ml/mikrotik_manager.py", line 6, in <module>
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import httpx
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ModuleNotFoundError: No module named 'httpx'
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Traceback (most recent call last):
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File "/opt/ids/python_ml/main.py", line 21, in <module>
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from mikrotik_manager import MikroTikManager
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File "/opt/ids/python_ml/mikrotik_manager.py", line 6, in <module>
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import httpx
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ModuleNotFoundError: No module named 'httpx'
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Traceback (most recent call last):
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File "/opt/ids/python_ml/main.py", line 21, in <module>
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from mikrotik_manager import MikroTikManager
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File "/opt/ids/python_ml/mikrotik_manager.py", line 6, in <module>
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import httpx
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ModuleNotFoundError: No module named 'httpx'
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Traceback (most recent call last):
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File "/opt/ids/python_ml/main.py", line 21, in <module>
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from mikrotik_manager import MikroTikManager
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File "/opt/ids/python_ml/mikrotik_manager.py", line 6, in <module>
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import httpx
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ModuleNotFoundError: No module named 'httpx'
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Traceback (most recent call last):
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File "/opt/ids/python_ml/main.py", line 21, in <module>
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from mikrotik_manager import MikroTikManager
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File "/opt/ids/python_ml/mikrotik_manager.py", line 6, in <module>
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import httpx
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ModuleNotFoundError: No module named 'httpx'
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@ -57,6 +57,8 @@ pip install psycopg2-binary==2.9.9
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pip install pandas==2.1.3
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pip install pandas==2.1.3
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pip install numpy==1.26.2
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pip install numpy==1.26.2
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pip install scikit-learn==1.3.2
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pip install scikit-learn==1.3.2
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pip install httpx==0.25.1
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pip install joblib==1.3.2
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echo -e "${GREEN}✅ Dipendenze Python installate${NC}"
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echo -e "${GREEN}✅ Dipendenze Python installate${NC}"
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@ -67,10 +69,12 @@ chown -R ids:ids "$VENV_DIR"
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# Verifica installazione
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# Verifica installazione
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echo -e "\n${BLUE}🔍 Verifica installazione:${NC}"
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echo -e "\n${BLUE}🔍 Verifica installazione:${NC}"
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source "${VENV_DIR}/bin/activate"
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source "${VENV_DIR}/bin/activate"
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python3 -c "import fastapi; print(f'FastAPI: {fastapi.__version__}')"
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python3 -c "import fastapi; print(f'✅ FastAPI: {fastapi.__version__}')"
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python3 -c "import uvicorn; print(f'Uvicorn: {uvicorn.__version__}')"
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python3 -c "import uvicorn; print(f'✅ Uvicorn: {uvicorn.__version__}')"
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python3 -c "import sklearn; print(f'Scikit-learn: {sklearn.__version__}')"
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python3 -c "import sklearn; print(f'✅ Scikit-learn: {sklearn.__version__}')"
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python3 -c "import pandas; print(f'Pandas: {pandas.__version__}')"
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python3 -c "import pandas; print(f'✅ Pandas: {pandas.__version__}')"
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python3 -c "import httpx; print(f'✅ HTTPX: {httpx.__version__}')"
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python3 -c "import joblib; print(f'✅ Joblib: {joblib.__version__}')"
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echo -e "\n${GREEN}╔═══════════════════════════════════════════════╗${NC}"
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echo -e "\n${GREEN}╔═══════════════════════════════════════════════╗${NC}"
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echo -e "${GREEN}║ ✅ DIPENDENZE PYTHON INSTALLATE ║${NC}"
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echo -e "${GREEN}║ ✅ DIPENDENZE PYTHON INSTALLATE ║${NC}"
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