Update the get_stats function in main.py to safely fetch and process counts from the database, preventing potential errors when no records are found for total logs, recent logs, detections, blocked IPs, and active routers.
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Refactors the `SyslogParser` class in `python_ml/syslog_parser.py` to use a new, more comprehensive regex pattern (`main_pattern`) for parsing MikroTik logs. This includes improved identification of 'forward' and 'detected-ddos forward' actions, protocol details (UDP, TCP, ICMP), and associated IP addresses, ports, and lengths. The changes aim to accurately capture network traffic and potential DDoS events from MikroTik logs.
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Modify syslog_parser.py to load environment variables from .env file and force IPv4 connection to the database. Update replit.md to reflect recent fixes and workflow changes. Increment version in version.json.
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This commit introduces detailed documentation for deploying the Intrusion Detection System (IDS) on AlmaLinux 9, including setup scripts, MikroTik router configuration, and update procedures via git. It also includes the syslog parser script for processing router logs and saving them to PostgreSQL.
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Refactors storage to use a database backend, introducing schemas and functions for routers, network logs, detections, whitelist, and training history. Integrates Drizzle ORM with Neon Postgres for data persistence.
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