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breakpilot-compliance/backend-compliance/tests/test_control_composer.py
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feat(multi-layer): complete Multi-Layer Control Architecture (Phases 1-8 + Pass 0) 
Implements the full Multi-Layer Control Architecture for migrating ~25,000
Rich Controls into atomic, deduplicated Master Controls with full traceability.

Architecture: Legal Source → Obligation → Control Pattern → Master Control → Customer Instance

New services:
- ObligationExtractor: 3-tier extraction (exact → embedding → LLM)
- PatternMatcher: 2-tier matching (keyword + embedding + domain-bonus)
- ControlComposer: Pattern + Obligation → Master Control
- PipelineAdapter: Pipeline integration + Migration Passes 1-5
- DecompositionPass: Pass 0a/0b — Rich Control → atomic Controls
- CrosswalkRoutes: 15 API endpoints under /v1/canonical/

New DB schema:
- Migration 060: obligation_extractions, control_patterns, crosswalk_matrix
- Migration 061: obligation_candidates, parent_control_uuid tracking

Pattern Library: 50 YAML patterns (30 core + 20 IT-security)
Go SDK: Pattern loader with YAML validation and indexing
Documentation: MkDocs updated with full architecture overview

500 Python tests passing across all components.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-17 09:00:37 +01:00

891 lines
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"""Tests for Control Composer — Phase 6 of Multi-Layer Control Architecture.
Validates:
- ComposedControl dataclass and serialization
- Pattern-guided composition (Tier 1)
- Template-only fallback (when LLM fails)
- Fallback composition (no pattern)
- License rule handling (Rules 1, 2, 3)
- Prompt building
- Field validation and fixing
- Batch composition
- Edge cases: empty inputs, missing data, malformed LLM responses
"""
import json
from unittest.mock import AsyncMock, patch
import pytest
from compliance.services.control_composer import (
ComposedControl,
ControlComposer,
_anchors_from_pattern,
_build_compose_prompt,
_build_fallback_prompt,
_compose_system_prompt,
_ensure_list,
_obligation_section,
_pattern_section,
_severity_to_risk,
_validate_control,
)
from compliance.services.obligation_extractor import ObligationMatch
from compliance.services.pattern_matcher import ControlPattern, PatternMatchResult
# =============================================================================
# Fixtures
# =============================================================================
def _make_obligation(
obligation_id="DSGVO-OBL-001",
title="Verarbeitungsverzeichnis fuehren",
text="Fuehrung eines Verzeichnisses aller Verarbeitungstaetigkeiten.",
method="exact_match",
confidence=1.0,
regulation_id="dsgvo",
) -> ObligationMatch:
return ObligationMatch(
obligation_id=obligation_id,
obligation_title=title,
obligation_text=text,
method=method,
confidence=confidence,
regulation_id=regulation_id,
)
def _make_pattern(
pattern_id="CP-COMP-001",
name="compliance_governance",
name_de="Compliance-Governance",
domain="COMP",
category="compliance",
) -> ControlPattern:
return ControlPattern(
id=pattern_id,
name=name,
name_de=name_de,
domain=domain,
category=category,
description="Compliance management and governance framework",
objective_template="Sicherstellen, dass ein wirksames Compliance-Management existiert.",
rationale_template="Ohne Governance fehlt die Grundlage fuer Compliance.",
requirements_template=[
"Compliance-Verantwortlichkeiten definieren",
"Regelmaessige Compliance-Bewertungen durchfuehren",
"Dokumentationspflichten einhalten",
],
test_procedure_template=[
"Pruefung der Compliance-Organisation",
"Stichproben der Dokumentation",
],
evidence_template=[
"Compliance-Handbuch",
"Pruefberichte",
],
severity_default="high",
implementation_effort_default="l",
obligation_match_keywords=["compliance", "governance", "konformitaet"],
tags=["compliance", "governance"],
composable_with=["CP-COMP-002"],
open_anchor_refs=[
{"framework": "ISO 27001", "ref": "A.18"},
{"framework": "NIST CSF", "ref": "GV.OC"},
],
)
def _make_pattern_result(pattern=None, confidence=0.85, method="keyword") -> PatternMatchResult:
if pattern is None:
pattern = _make_pattern()
return PatternMatchResult(
pattern=pattern,
pattern_id=pattern.id,
method=method,
confidence=confidence,
keyword_hits=4,
total_keywords=7,
)
def _llm_success_response() -> str:
return json.dumps({
"title": "Compliance-Governance fuer Verarbeitungstaetigkeiten",
"objective": "Sicherstellen, dass alle Verarbeitungstaetigkeiten dokumentiert und ueberwacht werden.",
"rationale": "Die DSGVO verlangt ein Verarbeitungsverzeichnis als Grundlage der Rechenschaftspflicht.",
"requirements": [
"Verarbeitungsverzeichnis gemaess Art. 30 DSGVO fuehren",
"Regelmaessige Aktualisierung bei Aenderungen",
"Verantwortlichkeiten fuer die Pflege zuweisen",
],
"test_procedure": [
"Vollstaendigkeit des Verzeichnisses pruefen",
"Aktualitaet der Eintraege verifizieren",
],
"evidence": [
"Verarbeitungsverzeichnis",
"Aenderungsprotokoll",
],
"severity": "high",
"implementation_effort": "m",
"category": "compliance",
"tags": ["dsgvo", "verarbeitungsverzeichnis", "governance"],
"target_audience": ["unternehmen", "behoerden"],
"verification_method": "document",
})
# =============================================================================
# Tests: ComposedControl
# =============================================================================
class TestComposedControl:
"""Tests for the ComposedControl dataclass."""
def test_defaults(self):
c = ComposedControl()
assert c.control_id == ""
assert c.title == ""
assert c.severity == "medium"
assert c.risk_score == 5.0
assert c.implementation_effort == "m"
assert c.release_state == "draft"
assert c.license_rule is None
assert c.customer_visible is True
assert c.pattern_id is None
assert c.obligation_ids == []
assert c.composition_method == "pattern_guided"
def test_to_dict_keys(self):
c = ComposedControl()
d = c.to_dict()
expected_keys = {
"control_id", "title", "objective", "rationale", "scope",
"requirements", "test_procedure", "evidence", "severity",
"risk_score", "implementation_effort", "open_anchors",
"release_state", "tags", "license_rule", "source_original_text",
"source_citation", "customer_visible", "verification_method",
"category", "target_audience", "pattern_id", "obligation_ids",
"generation_metadata", "composition_method",
}
assert set(d.keys()) == expected_keys
def test_to_dict_values(self):
c = ComposedControl(
title="Test Control",
pattern_id="CP-AUTH-001",
obligation_ids=["DSGVO-OBL-001"],
severity="high",
license_rule=1,
)
d = c.to_dict()
assert d["title"] == "Test Control"
assert d["pattern_id"] == "CP-AUTH-001"
assert d["obligation_ids"] == ["DSGVO-OBL-001"]
assert d["severity"] == "high"
assert d["license_rule"] == 1
# =============================================================================
# Tests: _ensure_list
# =============================================================================
class TestEnsureList:
def test_list_passthrough(self):
assert _ensure_list(["a", "b"]) == ["a", "b"]
def test_string_to_list(self):
assert _ensure_list("hello") == ["hello"]
def test_none_to_empty(self):
assert _ensure_list(None) == []
def test_empty_list(self):
assert _ensure_list([]) == []
def test_filters_empty_values(self):
assert _ensure_list(["a", "", "b"]) == ["a", "b"]
def test_converts_to_strings(self):
assert _ensure_list([1, 2, 3]) == ["1", "2", "3"]
# =============================================================================
# Tests: _anchors_from_pattern
# =============================================================================
class TestAnchorsFromPattern:
def test_converts_anchors(self):
pattern = _make_pattern()
anchors = _anchors_from_pattern(pattern)
assert len(anchors) == 2
assert anchors[0]["framework"] == "ISO 27001"
assert anchors[0]["control_id"] == "A.18"
assert anchors[0]["alignment_score"] == 0.8
def test_empty_anchors(self):
pattern = _make_pattern()
pattern.open_anchor_refs = []
anchors = _anchors_from_pattern(pattern)
assert anchors == []
# =============================================================================
# Tests: _severity_to_risk
# =============================================================================
class TestSeverityToRisk:
def test_critical(self):
assert _severity_to_risk("critical") == 9.0
def test_high(self):
assert _severity_to_risk("high") == 7.0
def test_medium(self):
assert _severity_to_risk("medium") == 5.0
def test_low(self):
assert _severity_to_risk("low") == 3.0
def test_unknown(self):
assert _severity_to_risk("xyz") == 5.0
# =============================================================================
# Tests: _validate_control
# =============================================================================
class TestValidateControl:
def test_fixes_invalid_severity(self):
c = ComposedControl(severity="extreme")
_validate_control(c)
assert c.severity == "medium"
def test_keeps_valid_severity(self):
c = ComposedControl(severity="critical")
_validate_control(c)
assert c.severity == "critical"
def test_fixes_invalid_effort(self):
c = ComposedControl(implementation_effort="xxl")
_validate_control(c)
assert c.implementation_effort == "m"
def test_fixes_invalid_verification(self):
c = ComposedControl(verification_method="magic")
_validate_control(c)
assert c.verification_method is None
def test_keeps_valid_verification(self):
c = ComposedControl(verification_method="code_review")
_validate_control(c)
assert c.verification_method == "code_review"
def test_fixes_risk_score_out_of_range(self):
c = ComposedControl(risk_score=15.0, severity="high")
_validate_control(c)
assert c.risk_score == 7.0 # from severity
def test_truncates_long_title(self):
c = ComposedControl(title="A" * 300)
_validate_control(c)
assert len(c.title) <= 255
def test_ensures_minimum_content(self):
c = ComposedControl(
title="Test",
objective="",
rationale="",
requirements=[],
test_procedure=[],
evidence=[],
)
_validate_control(c)
assert c.objective == "Test" # falls back to title
assert c.rationale != ""
assert len(c.requirements) >= 1
assert len(c.test_procedure) >= 1
assert len(c.evidence) >= 1
# =============================================================================
# Tests: Prompt builders
# =============================================================================
class TestPromptBuilders:
def test_compose_system_prompt_rule1(self):
prompt = _compose_system_prompt(1)
assert "praxisorientiertes" in prompt
assert "KOPIERE KEINE" not in prompt
def test_compose_system_prompt_rule3(self):
prompt = _compose_system_prompt(3)
assert "KOPIERE KEINE" in prompt
assert "NENNE NICHT die Quelle" in prompt
def test_obligation_section_full(self):
obl = _make_obligation()
section = _obligation_section(obl)
assert "PFLICHT" in section
assert "Verarbeitungsverzeichnis" in section
assert "DSGVO-OBL-001" in section
assert "dsgvo" in section
def test_obligation_section_minimal(self):
obl = ObligationMatch()
section = _obligation_section(obl)
assert "Keine spezifische Pflicht" in section
def test_pattern_section(self):
pattern = _make_pattern()
section = _pattern_section(pattern)
assert "MUSTER" in section
assert "Compliance-Governance" in section
assert "CP-COMP-001" in section
assert "Compliance-Verantwortlichkeiten" in section
def test_build_compose_prompt_rule1(self):
obl = _make_obligation()
pattern = _make_pattern()
prompt = _build_compose_prompt(obl, pattern, "Original text here", 1)
assert "PFLICHT" in prompt
assert "MUSTER" in prompt
assert "KONTEXT (Originaltext)" in prompt
assert "Original text here" in prompt
def test_build_compose_prompt_rule3(self):
obl = _make_obligation()
pattern = _make_pattern()
prompt = _build_compose_prompt(obl, pattern, "Secret text", 3)
assert "Intern analysiert" in prompt
assert "Secret text" not in prompt
def test_build_fallback_prompt(self):
obl = _make_obligation()
prompt = _build_fallback_prompt(obl, "Chunk text", 1)
assert "PFLICHT" in prompt
assert "KONTEXT (Originaltext)" in prompt
def test_build_fallback_prompt_no_chunk(self):
obl = _make_obligation()
prompt = _build_fallback_prompt(obl, None, 1)
assert "Kein Originaltext" in prompt
# =============================================================================
# Tests: ControlComposer — Pattern-guided composition
# =============================================================================
class TestComposeWithPattern:
"""Tests for pattern-guided control composition."""
def setup_method(self):
self.composer = ControlComposer()
self.obligation = _make_obligation()
self.pattern_result = _make_pattern_result()
@pytest.mark.asyncio
async def test_compose_success_rule1(self):
"""Successful LLM composition with Rule 1."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
chunk_text="Der Verantwortliche fuehrt ein Verzeichnis...",
license_rule=1,
)
assert control.composition_method == "pattern_guided"
assert control.title != ""
assert "Verarbeitungstaetigkeiten" in control.objective
assert len(control.requirements) >= 2
assert len(control.test_procedure) >= 1
assert len(control.evidence) >= 1
assert control.severity == "high"
assert control.category == "compliance"
@pytest.mark.asyncio
async def test_compose_sets_linkage(self):
"""Pattern and obligation IDs should be set."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
)
assert control.pattern_id == "CP-COMP-001"
assert control.obligation_ids == ["DSGVO-OBL-001"]
@pytest.mark.asyncio
async def test_compose_sets_metadata(self):
"""Generation metadata should include composition details."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
regulation_code="eu_2016_679",
)
meta = control.generation_metadata
assert meta["composition_method"] == "pattern_guided"
assert meta["pattern_id"] == "CP-COMP-001"
assert meta["pattern_confidence"] == 0.85
assert meta["obligation_id"] == "DSGVO-OBL-001"
assert meta["license_rule"] == 1
assert meta["regulation_code"] == "eu_2016_679"
@pytest.mark.asyncio
async def test_compose_rule1_stores_original(self):
"""Rule 1: original text should be stored."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
chunk_text="Original DSGVO text",
license_rule=1,
)
assert control.license_rule == 1
assert control.source_original_text == "Original DSGVO text"
assert control.customer_visible is True
@pytest.mark.asyncio
async def test_compose_rule2_stores_citation(self):
"""Rule 2: citation should be stored."""
citation = {
"source": "OWASP ASVS",
"license": "CC-BY-SA-4.0",
"license_notice": "OWASP Foundation",
}
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
chunk_text="OWASP text",
license_rule=2,
source_citation=citation,
)
assert control.license_rule == 2
assert control.source_original_text == "OWASP text"
assert control.source_citation == citation
assert control.customer_visible is True
@pytest.mark.asyncio
async def test_compose_rule3_no_original(self):
"""Rule 3: no original text, not customer visible."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
chunk_text="BSI restricted text",
license_rule=3,
)
assert control.license_rule == 3
assert control.source_original_text is None
assert control.source_citation is None
assert control.customer_visible is False
# =============================================================================
# Tests: ControlComposer — Template-only fallback (LLM fails)
# =============================================================================
class TestTemplateOnlyFallback:
"""Tests for template-only composition when LLM fails."""
def setup_method(self):
self.composer = ControlComposer()
self.obligation = _make_obligation()
self.pattern_result = _make_pattern_result()
@pytest.mark.asyncio
async def test_template_fallback_on_empty_llm(self):
"""When LLM returns empty, should use template directly."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="",
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
)
assert control.composition_method == "template_only"
assert "Compliance-Governance" in control.title
assert control.severity == "high" # from pattern
assert len(control.requirements) >= 2 # from pattern template
@pytest.mark.asyncio
async def test_template_fallback_on_invalid_json(self):
"""When LLM returns non-JSON, should use template."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="This is not JSON at all",
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
)
assert control.composition_method == "template_only"
@pytest.mark.asyncio
async def test_template_includes_obligation_title(self):
"""Template fallback should include obligation title in control title."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="",
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
)
assert "Verarbeitungsverzeichnis" in control.title
@pytest.mark.asyncio
async def test_template_has_open_anchors(self):
"""Template fallback should include pattern anchors."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="",
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=self.pattern_result,
license_rule=1,
)
assert len(control.open_anchors) == 2
frameworks = [a["framework"] for a in control.open_anchors]
assert "ISO 27001" in frameworks
# =============================================================================
# Tests: ControlComposer — Fallback (no pattern)
# =============================================================================
class TestFallbackNoPattern:
"""Tests for fallback composition without a pattern."""
def setup_method(self):
self.composer = ControlComposer()
self.obligation = _make_obligation()
@pytest.mark.asyncio
async def test_fallback_with_llm(self):
"""Fallback should work with LLM response."""
response = json.dumps({
"title": "Verarbeitungsverzeichnis",
"objective": "Verzeichnis fuehren",
"rationale": "DSGVO Art. 30",
"requirements": ["VVT anlegen"],
"test_procedure": ["VVT pruefen"],
"evidence": ["VVT Dokument"],
"severity": "high",
})
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=response,
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=PatternMatchResult(), # No pattern
license_rule=1,
)
assert control.composition_method == "fallback"
assert control.pattern_id is None
assert control.release_state == "needs_review"
@pytest.mark.asyncio
async def test_fallback_llm_fails(self):
"""Fallback with LLM failure should still produce a control."""
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="",
):
control = await self.composer.compose(
obligation=self.obligation,
pattern_result=PatternMatchResult(),
license_rule=1,
)
assert control.composition_method == "fallback"
assert control.title != ""
# Validation ensures minimum content
assert len(control.requirements) >= 1
assert len(control.test_procedure) >= 1
@pytest.mark.asyncio
async def test_fallback_no_obligation_text(self):
"""Fallback with empty obligation should still work."""
empty_obl = ObligationMatch()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value="",
):
control = await self.composer.compose(
obligation=empty_obl,
pattern_result=PatternMatchResult(),
license_rule=3,
)
assert control.title != ""
assert control.customer_visible is False
# =============================================================================
# Tests: ControlComposer — Batch composition
# =============================================================================
class TestComposeBatch:
"""Tests for batch composition."""
@pytest.mark.asyncio
async def test_batch_returns_list(self):
composer = ControlComposer()
items = [
{
"obligation": _make_obligation(),
"pattern_result": _make_pattern_result(),
"license_rule": 1,
},
{
"obligation": _make_obligation(
obligation_id="NIS2-OBL-001",
title="Incident Meldepflicht",
regulation_id="nis2",
),
"pattern_result": PatternMatchResult(),
"license_rule": 3,
},
]
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
results = await composer.compose_batch(items)
assert len(results) == 2
assert results[0].pattern_id == "CP-COMP-001"
assert results[1].pattern_id is None
@pytest.mark.asyncio
async def test_batch_empty(self):
composer = ControlComposer()
results = await composer.compose_batch([])
assert results == []
# =============================================================================
# Tests: Validation integration
# =============================================================================
class TestValidationIntegration:
"""Tests that validation runs during compose."""
@pytest.mark.asyncio
async def test_compose_validates_severity(self):
"""Invalid severity from LLM should be fixed."""
response = json.dumps({
"title": "Test",
"objective": "Test",
"severity": "EXTREME",
})
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=response,
):
control = await composer.compose(
obligation=_make_obligation(),
pattern_result=_make_pattern_result(),
license_rule=1,
)
assert control.severity in {"low", "medium", "high", "critical"}
@pytest.mark.asyncio
async def test_compose_ensures_minimum_content(self):
"""Empty requirements from LLM should be filled with defaults."""
response = json.dumps({
"title": "Test",
"objective": "Test objective",
"requirements": [],
})
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=response,
):
control = await composer.compose(
obligation=_make_obligation(),
pattern_result=_make_pattern_result(),
license_rule=1,
)
assert len(control.requirements) >= 1
# =============================================================================
# Tests: License rule edge cases
# =============================================================================
class TestLicenseRuleEdgeCases:
"""Tests for license rule handling edge cases."""
@pytest.mark.asyncio
async def test_rule1_no_chunk_text(self):
"""Rule 1 without chunk text: original_text should be None."""
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await composer.compose(
obligation=_make_obligation(),
pattern_result=_make_pattern_result(),
chunk_text=None,
license_rule=1,
)
assert control.license_rule == 1
assert control.source_original_text is None
assert control.customer_visible is True
@pytest.mark.asyncio
async def test_rule2_no_citation(self):
"""Rule 2 without citation: citation should be None."""
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await composer.compose(
obligation=_make_obligation(),
pattern_result=_make_pattern_result(),
chunk_text="Some text",
license_rule=2,
source_citation=None,
)
assert control.license_rule == 2
assert control.source_citation is None
@pytest.mark.asyncio
async def test_rule3_overrides_chunk_and_citation(self):
"""Rule 3 should always clear original text and citation."""
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await composer.compose(
obligation=_make_obligation(),
pattern_result=_make_pattern_result(),
chunk_text="This should be cleared",
license_rule=3,
source_citation={"source": "BSI"},
)
assert control.source_original_text is None
assert control.source_citation is None
assert control.customer_visible is False
# =============================================================================
# Tests: Obligation without ID
# =============================================================================
class TestObligationWithoutId:
"""Tests for handling obligations without a known ID."""
@pytest.mark.asyncio
async def test_llm_extracted_obligation(self):
"""LLM-extracted obligation (no ID) should still compose."""
obl = ObligationMatch(
obligation_id=None,
obligation_title=None,
obligation_text="Pflicht zur Meldung von Sicherheitsvorfaellen",
method="llm_extracted",
confidence=0.60,
regulation_id="nis2",
)
composer = ControlComposer()
with patch(
"compliance.services.control_composer._llm_ollama",
new_callable=AsyncMock,
return_value=_llm_success_response(),
):
control = await composer.compose(
obligation=obl,
pattern_result=_make_pattern_result(),
license_rule=1,
)
assert control.obligation_ids == [] # No ID to link
assert control.pattern_id == "CP-COMP-001"
assert control.generation_metadata["obligation_method"] == "llm_extracted"
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