import unittest from fgai.anomaly import anomaly_summary, detect_source_anomalies from fgai.logs import parse_log_line class AnomalyTests(unittest.TestCase): def test_scores_repeated_utm_public_source_as_anomaly(self): events = [ parse_log_line(f'type=traffic srcip=10.0.0.{i} dstip=1.1.1.1 service=https action=accept sentbyte=100 rcvdbyte=100') for i in range(1, 8) ] events.extend( parse_log_line( 'type=utm subtype=ips srcip=8.8.8.8 dstip=10.0.0.10 service=https ' 'action=blocked severity=critical sentbyte=0 rcvdbyte=0' ) for _ in range(5) ) findings = detect_source_anomalies(events) self.assertEqual(findings[0].subject, "8.8.8.8") self.assertGreaterEqual(findings[0].score, 60) self.assertIn(findings[0].severity, {"high", "critical"}) def test_summary_counts_severities(self): events = [ parse_log_line( 'type=utm subtype=ips srcip=8.8.8.8 dstip=10.0.0.10 service=https ' 'action=blocked severity=critical' ) for _ in range(5) ] summary = anomaly_summary(detect_source_anomalies(events)) self.assertEqual(summary["total"], 1) if __name__ == "__main__": unittest.main()