import unittest from fgai.entities import sample_timeline from fgai.logs import parse_log_line class NormalizationTests(unittest.TestCase): def test_firewall_aliases_populate_common_event_fields(self): event = parse_log_line( 'timestamp=2026-06-29T16:45:52.000Z fgai_stream="Illuminate:Fortigate Messages" ' "src_addr=10.251.62.26 dst_addr=198.51.100.10 dest_port=443 fw_action=allow priority=high proto=tcp " 'full_message="allowed outbound session"' ) self.assertEqual(event.src_ip, "10.251.62.26") self.assertEqual(event.dst_ip, "198.51.100.10") self.assertEqual(event.action, "allow") self.assertEqual(event.severity, "high") self.assertEqual(event.fields["dstport"], "443") self.assertEqual(event.fields["service"], "tcp") def test_related_activity_timeline_uses_aliases(self): event = parse_log_line( 'timestamp=2026-06-29T16:45:52.000Z fgai_stream="Illuminate:Fortigate Messages" ' "src_addr=10.251.62.26 dst_addr=198.51.100.10 dest_port=443 fw_action=allow priority=high proto=tcp " 'full_message="allowed outbound session"' ) row = sample_timeline([event])[0] self.assertEqual(row["action"], "allow") self.assertEqual(row["severity"], "high") self.assertEqual(row["destination"], "198.51.100.10") self.assertEqual(row["service"], "tcp") self.assertEqual(row["context"], "allowed outbound session") def test_identity_and_event_aliases_populate_common_fields(self): event = parse_log_line( "winlog_event_data_targetusername=alice winlog_computer_name=host01 " "winlog_event_id=4625 actor_id=bob" ) self.assertEqual(event.fields["username"], "alice") self.assertEqual(event.fields["hostname"], "host01") self.assertEqual(event.fields["eventid"], "4625") def test_winlogbeat_ecs_aliases_populate_common_fields(self): event = parse_log_line( "@timestamp=2026-06-30T10:00:00Z event.code=4625 event.action=logon-failed " "event.outcome=failure log.level=warning user.name=alice host.name=win01 " "source.ip=10.0.0.5 winlog.channel=Security winlog.provider_name=Microsoft-Windows-Security-Auditing " "winlog.event_data.LogonType=3 process.name=lsass.exe" ) self.assertEqual(event.fields["eventtime"], "2026-06-30T10:00:00Z") self.assertEqual(event.fields["eventid"], "4625") self.assertEqual(event.fields["action"], "logon-failed") self.assertEqual(event.fields["severity"], "warning") self.assertEqual(event.fields["username"], "alice") self.assertEqual(event.fields["hostname"], "win01") self.assertEqual(event.fields["srcip"], "10.0.0.5") if __name__ == "__main__": unittest.main()