psql -h 127.0.0.1 -U ids_user -d ids_database -c "SELECT COUNT(*) AS totale_log FROM network_logs;"
 totale_log
------------
     593421
(1 row)

[root@ids python_ml]# psql -h 127.0.0.1 -U ids_user -d ids_database -c "SELECT timestamp, router_name, source_ip, destination_ip, protocol, action FROM network_logs ORDER BY
timestamp DESC LIMIT 10;"
      timestamp      | router_name |   source_ip    | destination_ip | protocol | action
---------------------+-------------+----------------+----------------+----------+---------
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.162 | 191.101.79.84  | tcp      | forward
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.46  | 142.251.209.42 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.46  | 142.251.209.42 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.46  | 142.251.209.42 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.46  | 142.251.209.42 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 185.203.25.46  | 142.251.209.42 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 95.216.123.229 | 185.203.26.77  | udp      | ddos
 2025-11-17 18:52:08 | FIBRA       | 95.216.123.229 | 185.203.26.77  | udp      | ddos
 2025-11-17 18:52:08 | FIBRA       | 10.0.254.71    | 216.58.204.234 | udp      | forward
 2025-11-17 18:52:08 | FIBRA       | 10.0.254.71    | 216.58.204.234 | udp      | forward
(10 rows)

[root@ids python_ml]# psql -h 127.0.0.1 -U ids_user -d ids_database -c "SELECT router_name, COUNT(*) as log_count FROM network_logs GROUP BY router_name ORDER BY log_count DESC;"
 router_name | log_count
-------------+-----------
 FIBRA       |    670503
(1 row)

[root@ids python_ml]# psql -h 127.0.0.1 -U ids_user -d ids_database -c "SELECT COUNT(*) as ddos_count FROM network_logs WHERE action = 'ddos';"
 ddos_count
------------
     305424
(1 row)

[root@ids python_ml]# psql -h 127.0.0.1 -U ids_user -d ids_database -c "SELECT source_ip, COUNT(*) as count FROM network_logs GROUP BY source_ip ORDER BY count DESC LIMIT 10;"
   source_ip    | count
----------------+--------
 185.203.25.162 | 131859
 198.251.84.34  | 110069
 185.203.26.201 |  35745
 185.203.25.233 |  19784
 185.203.24.22  |  18885
 82.62.84.108   |  13827
 185.203.25.211 |  10483
 10.1.0.254     |   9414
 126.220.199.81 |   8574
 185.203.25.50  |   8422
(10 rows)