Files
DECNET/tests/db/test_kd_digraph_rollup.py
anti 869d1eabb7 feat(clustering): roll session digraph SimHashes into identity centroid
The identity clusterer folds an identity's per-session
motor.digraph_simhash observations into one 8-byte bitwise-majority
centroid (denoises per-session jitter) and writes it to
AttackerIdentity.kd_digraph_simhash via update_identity_fingerprints —
the orphaned column is now populated. list_identities_for_clustering
projects it so the campaign clusterer can read it.

Extends the repo abstract + DummyRepo stub/coverage.
2026-06-16 17:05:34 -04:00

46 lines
1.5 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-or-later
"""kd_digraph_simhash round-trips through update_identity_fingerprints
and the campaign-clustering projection."""
from __future__ import annotations
from datetime import datetime, timezone
import pytest
from decnet.web.db.factory import get_repository
@pytest.fixture
async def repo(tmp_path):
r = get_repository(db_path=str(tmp_path / "kd.db"))
await r.initialize()
return r
@pytest.mark.asyncio
async def test_fingerprint_write_and_clustering_read(repo):
now = datetime.now(timezone.utc)
await repo.create_attacker_identity({
"uuid": "id-kd", "first_seen_at": now, "last_seen_at": now,
})
raw = bytes.fromhex("deadbeefcafef00d")
await repo.update_identity_fingerprints("id-kd", kd_digraph_simhash=raw)
rows = await repo.list_identities_for_clustering()
row = next(r for r in rows if r["uuid"] == "id-kd")
assert bytes(row["kd_digraph_simhash"]) == raw
@pytest.mark.asyncio
async def test_fingerprint_overwrite_to_none(repo):
now = datetime.now(timezone.utc)
await repo.create_attacker_identity({
"uuid": "id-kd2", "first_seen_at": now, "last_seen_at": now,
})
await repo.update_identity_fingerprints("id-kd2", kd_digraph_simhash=b"\x01" * 8)
# A later pass with no biometric clears it (full-overwrite contract).
await repo.update_identity_fingerprints("id-kd2", kd_digraph_simhash=None)
rows = await repo.list_identities_for_clustering()
row = next(r for r in rows if r["uuid"] == "id-kd2")
assert row["kd_digraph_simhash"] is None