feat(ttp): E.3.9 BehavioralLifter (R0031-R0040)
Reads pre-shaped session aggregates from TaggerEvent.payload and emits techniques per Appendix A behavior tables. Per-rule predicates dispatch on match.kind (lifter:behavioral_<name>); the lifter holds its own RuleIndex watching the same RuleStore as the engine, so disable / clip / TTL state reaches lifter-bound rules through the same atomic-swap path. R0032/R0036/R0037/R0040 YAMLs had over-escaped regex strings (\\ instead of \\) — fixed in place. Factory wired so default get_tagger() returns CompositeTagger with BehavioralLifter shipped; remaining three lifters (E.3.10-E.3.12) land in subsequent commits. E.2.6 contract preserved via TolerantTagger: empty payload steady-state yields [] with zero ERROR records. Disabled / clipped / expired state verified.
This commit is contained in:
48
tests/ttp/_stub_store.py
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48
tests/ttp/_stub_store.py
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@@ -0,0 +1,48 @@
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"""Shared stub :class:`RuleStore` for lifter unit tests.
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Tests that exercise :class:`BehavioralLifter` / :class:`IntelLifter` /
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:class:`CanaryFingerprintLifter` / :class:`EmailLifter` need a store
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reference at construction. Most don't drive the watch loop — they
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inject rules into the lifter's :class:`RuleIndex` directly. This stub
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provides just enough of the ABC to satisfy construction.
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"""
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from __future__ import annotations
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from collections.abc import AsyncIterator
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from typing import Any
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from decnet.ttp.impl.rule_engine import CompiledRule
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from decnet.ttp.store.base import RuleChange, RuleState, RuleStore
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class StubRuleStore(RuleStore):
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"""In-memory store with optional preloaded compiled rules."""
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def __init__(
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self,
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compiled: list[CompiledRule] | None = None,
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changes: list[RuleChange] | None = None,
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) -> None:
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self._compiled = list(compiled or [])
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self._changes = list(changes or [])
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async def load_compiled(self) -> list[CompiledRule]:
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return list(self._compiled)
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async def get_state(self, _rule_id: str) -> RuleState:
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return RuleState()
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async def set_state(self, *_a: Any, **_kw: Any) -> None:
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return None
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def subscribe_changes(self) -> AsyncIterator[RuleChange]:
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changes = list(self._changes)
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async def _gen() -> AsyncIterator[RuleChange]:
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for change in changes:
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yield change
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return _gen()
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__all__ = ["StubRuleStore"]
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@@ -1,2 +1,11 @@
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{"source_kind": "session", "payload": {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}, "expected_rule_ids": ["R0031"], "label": "low_jitter_beacon"}
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{"source_kind": "session", "payload": {"beacon_interval_s": 0, "beacon_jitter_pct": 0}, "expected_rule_ids": [], "label": "negative_no_beacon"}
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{"source_kind": "session", "payload": {"command_text": "FLUSHALL", "op_text": "FLUSHALL"}, "expected_rule_ids": ["R0032"], "label": "redis_flushall"}
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{"source_kind": "session", "payload": {"body_text": "send 0.5 BTC to 1A1zP1eP5QGefi2DMPTfTL5SLmv7DivfNa to decrypt your files"}, "expected_rule_ids": ["R0033"], "label": "ransom_btc"}
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{"source_kind": "session", "payload": {"bytes_out": 5000000, "request_count": 200, "target_host": "exfil.example"}, "expected_rule_ids": ["R0034"], "label": "web_exfil_burst"}
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{"source_kind": "session", "payload": {"rows_read": 50000, "bytes_read": 0, "service": "mysql"}, "expected_rule_ids": ["R0035"], "label": "db_mass_read_rows"}
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{"source_kind": "http_request", "payload": {"request_path": "/var/www/html/.env"}, "expected_rule_ids": ["R0036"], "label": "creds_env_read"}
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{"source_kind": "http_request", "payload": {"request_path": "/api/v1/namespaces/default/secrets"}, "expected_rule_ids": ["R0037"], "label": "k8s_secrets_list"}
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{"source_kind": "session", "payload": {"signals": ["privileged:true", "image:nginx"], "container_image": "nginx"}, "expected_rule_ids": ["R0038"], "label": "docker_privileged_create"}
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{"source_kind": "session", "payload": {"llmnr_poisoned": true, "victim_host": "client01"}, "expected_rule_ids": ["R0039"], "label": "llmnr_responder"}
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{"source_kind": "session", "payload": {"tftp_filename": "router-startup-config", "source_host": "10.0.0.5"}, "expected_rule_ids": ["R0040"], "label": "tftp_router_cfg"}
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@@ -1,32 +1,37 @@
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"""R0031-R0040 — behavioral / cross-event cohort.
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Every rule here is consumed by the BehavioralLifter (or an
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identity-rollup variant) at E.3.9. The v0 :class:`RuleEngine` has no
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counter / aggregator — it can only regex over a single event
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payload — so these rules cannot fire from the engine alone. Their
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``match.kind`` keys (``lifter:beaconing`` etc.) are inert to the
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regex matcher by design.
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Every rule here is consumed by the :class:`BehavioralLifter` (E.3.9).
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The v0 :class:`RuleEngine` has no counter / aggregator — it can only
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regex over a single event payload — so these rules cannot fire from
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the engine alone. Their ``match.kind`` prefix ``lifter:behavioral_``
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is inert to the regex matcher by design.
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This file asserts:
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* every R003N has a YAML on disk that compiles
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* the v0 engine NEVER fires any of them (regression guard against a
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YAML drifting into a regex match)
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* the precision target test is :pyfunc:`pytest.xfail`-gated until
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the BehavioralLifter ships, matching the CDD pattern at
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``development/TTP_TAGGING.md:2450``.
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* the lifter achieves the per-rule precision target on the labelled
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corpus.
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"""
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from __future__ import annotations
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import asyncio
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from collections.abc import Callable
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from pathlib import Path
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import pytest
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from decnet.ttp.impl.behavioral_lifter import BehavioralLifter
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from decnet.ttp.impl.rule_engine import RuleEngine
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from decnet.ttp.store.base import RuleState
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from decnet.ttp.store.impl.filesystem import _parse_and_compile
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from tests.ttp.rule_precision.conftest import CorpusRow, make_event
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from tests.ttp._stub_store import StubRuleStore
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from tests.ttp.rule_precision.conftest import (
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CorpusRow,
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make_event,
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precision_for,
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)
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CohortLoader = Callable[[str], list[CorpusRow]]
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@@ -63,15 +68,44 @@ async def test_lifter_bound_inert_in_v0(
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)
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@pytest.mark.parametrize("rule_id", _RULE_IDS)
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@pytest.mark.xfail(strict=True, reason="impl phase E.3.9 (BehavioralLifter)")
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def test_behavioral_rule_precision(rule_id: str) -> None:
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"""Will live once the BehavioralLifter ships at E.3.9.
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def _all_rule_ids() -> list[str]:
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return _RULE_IDS
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The lifter consumes ``AttackerBehavior`` / session aggregates and
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emits one tag per matching rule_id. This test will then load the
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behavioral corpus, drive the lifter, and assert the per-rule
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precision target. Until that day this xfails strict so the suite
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flips green automatically when E.3.9 wires it up.
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def _build_lifter() -> BehavioralLifter:
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rules_dir = Path("rules/ttp")
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rules = [
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_parse_and_compile(rules_dir / f"{rid}.yaml", RuleState())
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for rid in _all_rule_ids()
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]
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lifter = BehavioralLifter(StubRuleStore(compiled=rules))
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for rule in rules:
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lifter._index.install(rule)
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return lifter
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@pytest.mark.parametrize("rule_id", _RULE_IDS)
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def test_behavioral_rule_precision(
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rule_id: str,
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corpus_loader: CohortLoader,
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) -> None:
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"""Drive the lifter over the behavioral corpus and assert precision.
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H-band (≥0.85 confidence) → ≥95% precision. v0 ships with a small
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synthetic seed corpus; precision_for() returns 1.0 when no rows
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match, so the assertion exercises the FP-guard rather than the
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recall property (recall is intentionally not a v1 target — see
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TTP_TAGGING.md Appendix C).
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"""
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pytest.fail(f"{rule_id}: BehavioralLifter not yet shipped (E.3.9)")
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rows = corpus_loader("behavioral")
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if not rows:
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pytest.skip("no behavioral corpus available")
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lifter = _build_lifter()
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fired: dict[str, list[str]] = {}
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for row in rows:
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tags = asyncio.run(lifter.tag(make_event(row)))
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fired[row.label] = [tag.rule_id for tag in tags]
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precision, _tp, _fp = precision_for(rule_id, rows, fired)
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assert precision >= 0.95, (
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f"{rule_id} precision {precision:.2f} < 0.95 on behavioral corpus"
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)
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267
tests/ttp/test_behavioral_lifter.py
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267
tests/ttp/test_behavioral_lifter.py
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@@ -0,0 +1,267 @@
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"""Per-rule unit tests for :class:`BehavioralLifter` (E.3.9).
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Each R003N gets a positive payload that fires the predicate and a
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negative payload that does not. State modulation is tested once
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(disable / clip) since it's funneled through the shared
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:func:`is_active` / :func:`apply_ceiling` helpers.
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"""
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from __future__ import annotations
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import asyncio
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import logging
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from datetime import datetime, timedelta, timezone
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from pathlib import Path
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from typing import Any
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import pytest
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from decnet.ttp.base import TaggerEvent
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from decnet.ttp.impl.behavioral_lifter import BehavioralLifter
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from decnet.ttp.impl.rule_engine import CompiledRule
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from decnet.ttp.store.base import RuleState
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from decnet.ttp.store.impl.filesystem import _parse_and_compile
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from tests.ttp._stub_store import StubRuleStore
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_RULES_DIR = Path(__file__).resolve().parents[2] / "rules" / "ttp"
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def _compile(rule_id: str, state: RuleState | None = None) -> CompiledRule:
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return _parse_and_compile(
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_RULES_DIR / f"{rule_id}.yaml", state or RuleState(),
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)
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def _ev(source_kind: str, payload: dict[str, Any]) -> TaggerEvent:
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return TaggerEvent(
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source_kind=source_kind,
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source_id=f"src-{source_kind}",
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attacker_uuid="att1",
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identity_uuid=None,
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session_id="sess1",
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decky_id=None,
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payload=payload,
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)
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def _make_lifter_with(rule_ids: list[str]) -> BehavioralLifter:
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rules = [_compile(rid) for rid in rule_ids]
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lifter = BehavioralLifter(StubRuleStore(compiled=rules))
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for rule in rules:
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lifter._index.install(rule)
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return lifter
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# ── Per-rule positive cases ─────────────────────────────────────────
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@pytest.mark.parametrize(
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"rule_id,source_kind,payload,techniques",
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[
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(
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"R0031",
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"session",
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{"beacon_interval_s": 60, "beacon_jitter_pct": 0.05},
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{"T1071", "T1029"},
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),
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(
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"R0032",
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"session",
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{"command_text": "FLUSHALL", "op_text": "FLUSHALL"},
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{"T1485"},
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),
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(
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"R0033",
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"session",
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{"body_text": "Send 0.5 BTC to 1A1zP1eP5QGefi2DMPTfTL5SLmv7DivfNa to decrypt"},
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{"T1486"},
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),
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(
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"R0034",
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"session",
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{"bytes_out": 5_000_000, "request_count": 100},
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{"T1567"},
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),
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(
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"R0035",
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"session",
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{"rows_read": 50_000, "bytes_read": 1_000},
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{"T1213"},
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),
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(
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"R0036",
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"http_request",
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{"request_path": "/var/www/.env"},
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{"T1552"},
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),
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(
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"R0037",
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"http_request",
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{"request_path": "/api/v1/namespaces/default/secrets"},
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{"T1552"},
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),
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(
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"R0038",
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"session",
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{"signals": ["privileged:true", "image:nginx"]},
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{"T1611"},
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),
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(
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"R0039",
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"session",
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{"llmnr_poisoned": True},
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{"T1557"},
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),
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(
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"R0040",
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"session",
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{"tftp_filename": "router-startup-config"},
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{"T1602"},
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),
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],
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)
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def test_rule_fires_on_positive_payload(
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rule_id: str,
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source_kind: str,
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payload: dict[str, Any],
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techniques: set[str],
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) -> None:
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lifter = _make_lifter_with([rule_id])
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out = asyncio.run(lifter.tag(_ev(source_kind, payload)))
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assert out, f"{rule_id} did not fire on its positive payload"
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fired = {tag.technique_id for tag in out}
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assert fired == techniques
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for tag in out:
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assert tag.rule_id == rule_id
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assert tag.attacker_uuid == "att1"
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# ── Negative cases ──────────────────────────────────────────────────
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def test_beaconing_rejects_high_jitter() -> None:
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lifter = _make_lifter_with(["R0031"])
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out = asyncio.run(lifter.tag(
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_ev("session", {"beacon_interval_s": 60, "beacon_jitter_pct": 0.5}),
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))
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assert out == []
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def test_beaconing_rejects_short_interval() -> None:
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lifter = _make_lifter_with(["R0031"])
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out = asyncio.run(lifter.tag(
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_ev("session", {"beacon_interval_s": 2, "beacon_jitter_pct": 0.05}),
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))
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assert out == []
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def test_data_destruction_rejects_unrelated_text() -> None:
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lifter = _make_lifter_with(["R0032"])
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out = asyncio.run(lifter.tag(
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_ev("session", {"command_text": "SELECT 1"}),
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))
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assert out == []
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def test_ransom_note_requires_btc_or_xmr_when_flagged() -> None:
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lifter = _make_lifter_with(["R0033"])
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# has keyword but no address
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out = asyncio.run(lifter.tag(
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_ev("session", {"body_text": "send bitcoin to decrypt"}),
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))
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assert out == []
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def test_exfil_below_thresholds_no_fire() -> None:
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lifter = _make_lifter_with(["R0034"])
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out = asyncio.run(lifter.tag(
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_ev("session", {"bytes_out": 100, "request_count": 1}),
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))
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assert out == []
|
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|
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|
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def test_path_match_rules_skip_unrelated_paths() -> None:
|
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lifter = _make_lifter_with(["R0036", "R0037"])
|
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out = asyncio.run(lifter.tag(
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_ev("http_request", {"request_path": "/index.html"}),
|
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))
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assert out == []
|
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|
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|
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def test_event_source_kind_outside_applies_to_no_fire() -> None:
|
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"""A behavioral rule with applies_to=[session] must not fire on
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an http_request event even if the predicate would otherwise pass.
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"""
|
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lifter = _make_lifter_with(["R0031"])
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out = asyncio.run(lifter.tag(
|
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_ev("http_request", {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}),
|
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))
|
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assert out == []
|
||||
|
||||
|
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# ── State modulation ────────────────────────────────────────────────
|
||||
|
||||
|
||||
def test_disabled_state_skips_emit() -> None:
|
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rule = _compile("R0031", RuleState(state="disabled"))
|
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lifter = BehavioralLifter(StubRuleStore())
|
||||
lifter._index.install(rule)
|
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out = asyncio.run(lifter.tag(
|
||||
_ev("session", {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}),
|
||||
))
|
||||
assert out == []
|
||||
|
||||
|
||||
def test_clipped_state_caps_confidence() -> None:
|
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rule = _compile("R0031", RuleState(state="clipped", confidence_max=0.5))
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lifter = BehavioralLifter(StubRuleStore())
|
||||
lifter._index.install(rule)
|
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out = asyncio.run(lifter.tag(
|
||||
_ev("session", {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}),
|
||||
))
|
||||
# Base confidences in YAML are 0.8 and 0.85; clipped to 0.5 ceiling
|
||||
# → 0.4 and 0.425 respectively.
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||||
assert out
|
||||
for tag in out:
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||||
assert tag.confidence < 0.5
|
||||
|
||||
|
||||
def test_expired_state_treated_as_disabled() -> None:
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||||
rule = _compile(
|
||||
"R0031",
|
||||
RuleState(
|
||||
state="enabled",
|
||||
expires_at=datetime.now(timezone.utc) - timedelta(seconds=1),
|
||||
),
|
||||
)
|
||||
lifter = BehavioralLifter(StubRuleStore())
|
||||
lifter._index.install(rule)
|
||||
out = asyncio.run(lifter.tag(
|
||||
_ev("session", {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}),
|
||||
))
|
||||
assert out == []
|
||||
|
||||
|
||||
# ── Ownership / hot-reload via watch_store hydration ────────────────
|
||||
|
||||
|
||||
def test_owns_only_behavioral_prefix() -> None:
|
||||
intel = _compile("R0054") # match.kind = lifter:intel_abuseipdb
|
||||
behavioral = _compile("R0031")
|
||||
lifter = BehavioralLifter(
|
||||
StubRuleStore(compiled=[intel, behavioral]),
|
||||
)
|
||||
asyncio.run(lifter._index.hydrate_from(
|
||||
lifter._store, predicate=lifter._owns, # type: ignore[arg-type]
|
||||
))
|
||||
assert lifter._index.get("R0031") is not None
|
||||
assert lifter._index.get("R0054") is None
|
||||
|
||||
|
||||
def test_tolerates_absent_payload(caplog: pytest.LogCaptureFixture) -> None:
|
||||
"""The empty payload steady-state must not produce ERROR records."""
|
||||
caplog.set_level(logging.DEBUG)
|
||||
lifter = _make_lifter_with(["R0031", "R0032", "R0036"])
|
||||
out = asyncio.run(lifter.tag(_ev("session", {})))
|
||||
assert out == []
|
||||
assert not [r for r in caplog.records if r.levelno >= logging.ERROR]
|
||||
@@ -28,12 +28,16 @@ def _ev(source_kind: str) -> TaggerEvent:
|
||||
)
|
||||
|
||||
|
||||
def test_default_returns_composite_with_empty_lifters(monkeypatch):
|
||||
def test_default_returns_composite_with_shipped_lifters(monkeypatch):
|
||||
"""E.3.9 onward: the default composite is wired with each shipped
|
||||
lifter. Empty-lifters was the contract-phase shape; once a lifter
|
||||
impl lands the composite carries it.
|
||||
"""
|
||||
monkeypatch.delenv("DECNET_TTP_TAGGER_TYPE", raising=False)
|
||||
t = get_tagger()
|
||||
assert isinstance(t, CompositeTagger)
|
||||
assert t.name == "composite"
|
||||
assert t._lifters == []
|
||||
assert len(t._lifters) >= 1
|
||||
|
||||
|
||||
def test_explicit_composite(monkeypatch):
|
||||
|
||||
@@ -33,6 +33,18 @@ from decnet.ttp.impl.credential_lifter import CredentialLifter
|
||||
from decnet.ttp.impl.email_lifter import EmailLifter
|
||||
from decnet.ttp.impl.identity_lifter import IdentityLifter
|
||||
from decnet.ttp.impl.intel_lifter import IntelLifter
|
||||
from tests.ttp._stub_store import StubRuleStore
|
||||
|
||||
|
||||
def _make_lifter(cls: type[TolerantTagger]) -> TolerantTagger:
|
||||
"""Construct a lifter with whatever its current signature wants.
|
||||
|
||||
Implemented lifters (E.3.9–E.3.12) take a :class:`RuleStore`; the
|
||||
still-empty IdentityLifter / CredentialLifter (E.3.13) take no args.
|
||||
"""
|
||||
if cls is BehavioralLifter:
|
||||
return cls(StubRuleStore()) # type: ignore[call-arg]
|
||||
return cls()
|
||||
|
||||
|
||||
def _ev(source_kind: str, payload: dict[str, Any] | None = None) -> TaggerEvent:
|
||||
@@ -77,7 +89,7 @@ def test_lifter_tolerates_absence(
|
||||
) -> None:
|
||||
caplog.clear()
|
||||
caplog.set_level(logging.DEBUG)
|
||||
lifter = lifter_cls()
|
||||
lifter = _make_lifter(lifter_cls)
|
||||
out = asyncio.run(lifter.tag(_ev(source_kind, payload)))
|
||||
assert out == []
|
||||
# The load-bearing property: no ERROR-or-above records. WARNING
|
||||
|
||||
@@ -20,6 +20,13 @@ from decnet.ttp.impl.credential_lifter import CredentialLifter
|
||||
from decnet.ttp.impl.email_lifter import EmailLifter
|
||||
from decnet.ttp.impl.identity_lifter import IdentityLifter
|
||||
from decnet.ttp.impl.intel_lifter import IntelLifter
|
||||
from tests.ttp._stub_store import StubRuleStore
|
||||
|
||||
|
||||
def _instantiate(cls: type[TolerantTagger]) -> TolerantTagger:
|
||||
if cls is BehavioralLifter:
|
||||
return cls(StubRuleStore()) # type: ignore[call-arg]
|
||||
return cls()
|
||||
|
||||
ALL_LIFTERS = [
|
||||
BehavioralLifter,
|
||||
@@ -65,7 +72,7 @@ def test_lifter_names_are_unique_and_non_empty():
|
||||
|
||||
@pytest.mark.parametrize("cls", ALL_LIFTERS)
|
||||
def test_lifter_tag_returns_empty_list_for_handled_event(cls):
|
||||
lifter = cls()
|
||||
lifter = _instantiate(cls)
|
||||
kind = next(iter(cls.HANDLES))
|
||||
out = asyncio.run(lifter.tag(_ev(kind)))
|
||||
assert out == []
|
||||
@@ -74,7 +81,7 @@ def test_lifter_tag_returns_empty_list_for_handled_event(cls):
|
||||
@pytest.mark.parametrize("cls", ALL_LIFTERS)
|
||||
def test_lifter_instantiable(cls):
|
||||
# No abstract methods left — concrete subclass must be constructible.
|
||||
cls()
|
||||
_instantiate(cls)
|
||||
|
||||
|
||||
# ── E.2.6 deferred absence-tolerance behavior ──────────────────────
|
||||
@@ -85,6 +92,10 @@ def test_e26_intel_lifter_partial_provider_nulls():
|
||||
raise AssertionError("not yet implemented")
|
||||
|
||||
|
||||
@pytest.mark.xfail(strict=True, reason="impl phase E.3 — BehavioralLifter empty join")
|
||||
def test_e26_behavioral_lifter_no_attacker_behavior_row():
|
||||
raise AssertionError("not yet implemented")
|
||||
"""E.3.9: a session event with no AttackerBehavior fields populated
|
||||
must produce zero tags and zero errors. Was xfail-strict before
|
||||
BehavioralLifter shipped; now a real assertion."""
|
||||
lifter = BehavioralLifter(StubRuleStore())
|
||||
out = asyncio.run(lifter.tag(_ev("session")))
|
||||
assert out == []
|
||||
|
||||
Reference in New Issue
Block a user