import tempfile import unittest from pathlib import Path from fgai.baseline import BaselineStore from fgai.logs import parse_log_line from fgai.stream_profiles import parse_profiles class BaselineTests(unittest.TestCase): def test_creates_profile_after_twelve_completed_windows(self): with tempfile.TemporaryDirectory() as directory: store = BaselineStore(str(Path(directory) / "baseline.sqlite3")) for index in range(13): store.ingest([parse_log_line(f"srcip=10.0.0.1 dstport={1000 + index} hitcount=2 sentbyte=5")], observed_at=1_700_000_000 + index * 300) profiles = store.profiles({"10.0.0.1"}) self.assertEqual(profiles["10.0.0.1"]["samples"], 12) self.assertIn("1000", profiles["10.0.0.1"]["known_destination_ports"]) def test_profile_events_are_deduplicated_between_polls(self): with tempfile.TemporaryDirectory() as directory: store = BaselineStore(str(Path(directory) / "baseline.sqlite3")) profiles = parse_profiles([{"stream_id": "windows", "entity_field": "username", "categorical_fields": ["action"]}]) events = [ parse_log_line(f"fgai_stream_id=windows username=alice action=login event={index}") for index in range(12) ] self.assertEqual(store.ingest_profile_fields(events, profiles, observed_at=1_700_000_000), 1) self.assertEqual(store.ingest_profile_fields(events, profiles, observed_at=1_700_000_300), 0)