import unittest from fgai.logs import parse_log_line from fgai.profile_suggestions import suggest_stream_profiles class ProfileSuggestionTests(unittest.TestCase): def test_suggests_common_profile_fields_per_stream(self): events = [ parse_log_line(f"fgai_stream_id=firewall fgai_stream=Firewall srcip=10.0.0.{index} dstip=8.8.8.8 dstport=443 action=deny timestamp=2026-06-29T10:00:{index:02d}Z hitcount={index}") for index in range(1, 25) ] suggestions = suggest_stream_profiles(events) profile = suggestions[0]["profile"] self.assertEqual(profile["stream_id"], "firewall") self.assertIn("srcip", profile["entity_fields"]) self.assertEqual(profile["timestamp_field"], "eventtime") self.assertIn("action", profile["categorical_fields"]) self.assertIn("dstport", profile["categorical_fields"]) self.assertIn("hitcount", profile["numeric_fields"]) self.assertIn("deny_action", profile["detectors"]) if __name__ == "__main__": unittest.main()