import unittest from fgai.stream_profiles import parse_profiles class StreamProfileTests(unittest.TestCase): def test_parses_field_level_profile(self): profiles = parse_profiles([{"stream_id": "dns", "name": "DNS client behavior", "entity_field": "IP", "categorical_fields": ["QH"], "numeric_fields": ["Elapsed"]}]) self.assertEqual(profiles["dns"].name, "DNS client behavior") self.assertEqual(profiles["dns"].entity_field, "IP") self.assertEqual(profiles["dns"].entity_fields, ("IP",)) self.assertEqual(profiles["dns"].numeric_fields, ("Elapsed",)) def test_parses_multiple_entity_fields(self): profiles = parse_profiles([{"stream_id": "vpn", "entity_fields": ["username", "srcip", "hostname"], "categorical_fields": ["action"]}]) self.assertEqual(profiles["vpn"].entity_field, "username") self.assertEqual(profiles["vpn"].entity_fields, ("username", "srcip", "hostname")) def test_parses_detector_thresholds(self): profiles = parse_profiles([{"stream_id": "windows", "entity_field": "username", "detectors": {"auth_failure": {"enabled": False, "minimum": 7, "z_threshold": 4.5}}}]) self.assertEqual(profiles["windows"].detectors["auth_failure"], {"enabled": False, "minimum": 7, "z_threshold": 4.5}) def test_parses_field_weights(self): profiles = parse_profiles([{"stream_id": "dns", "entity_field": "IP", "field_weights": {"QH": 1.5, "query_domain": {"rare_value": 2}, "bad": "nope"}}]) self.assertEqual(profiles["dns"].field_weights["qh"], 1.5) self.assertEqual(profiles["dns"].field_weights["query_domain"]["rare_value"], 2.0) self.assertNotIn("bad", profiles["dns"].field_weights) def test_parses_relationship_fields(self): profiles = parse_profiles([{"stream_id": "windows", "entity_field": "username", "relationship_fields": [{"left": "username", "right": "srcip", "name": "user source IP"}, {"left": "username", "right": "srcip"}]}]) relationships = profiles["windows"].relationship_fields self.assertEqual(len(relationships), 1) self.assertEqual(relationships[0].left, "username") self.assertEqual(relationships[0].right, "srcip") self.assertEqual(relationships[0].name, "user source IP") def test_field_origin_defaults_missing_fields_to_manual(self): profiles = parse_profiles([{ "stream_id": "windows", "entity_field": "username", "entity_fields": ["username", "hostname"], "categorical_fields": ["action"], "field_origin": {"hostname": "auto"}, }]) origin = profiles["windows"].field_origin self.assertEqual(origin["username"], "manual") self.assertEqual(origin["hostname"], "auto") self.assertEqual(origin["action"], "manual") def test_field_origin_round_trips_and_rejects_unknown_values(self): profiles = parse_profiles([{ "stream_id": "windows", "entity_field": "username", "field_origin": {"username": "bogus"}, "updated_at": 1757000000, }]) self.assertEqual(profiles["windows"].field_origin["username"], "manual") self.assertEqual(profiles["windows"].updated_at, 1757000000) def test_missing_field_origin_and_updated_at_default_safely(self): profiles = parse_profiles([{"stream_id": "windows", "entity_field": "username"}]) self.assertEqual(profiles["windows"].field_origin, {"username": "manual"}) self.assertEqual(profiles["windows"].updated_at, 0)