feat(use-cases): deterministisches source_regulation-Mapping + Primaerzweck [migration-approved]
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Use-Case-Zuordnung jetzt DETERMINISTISCH aus der Quell-Regulierung (statt
LLM/scope-category): control_parent_links.source_regulation (79% der 13.588
MCs) -> Keyword-Mapper -> ~30 Domaenen-Use-Cases. 117/117 Regulierungen
gemappt (dse 44 Leitlinien, code_security 10, network_security 9, ...).

- use_case_registry.py: 37 Use Cases (Doku + Security + Produkt/Sektor:
  cra/ai_act/mica/mdr/maschinen/batterie/ehds/dsa/dma/psd2/aml/lksg/...) +
  use_case_for_regulation() Keyword-Mapper (117 Regulierungen abgedeckt).
- migration 150: is_primary auf mc_use_case_mappings + neue mc_regulations
  (MC->source_regulation, n:m, is_primary) als feine Filter-Dimension.
- classify_mc_use_cases.py: source_regulation-getriebener Seed; Primaerzweck =
  dominante Regulierung, Mehrfachzwecke = weitere. PYTHONPATH-Bootstrap.
- 18 Registry-Tests gruen (Mapper-Abdeckung + Konsistenz-Invariante).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
Benjamin Admin
2026-06-09 16:27:06 +02:00
parent a48e919caa
commit 6ca4dcde3e
4 changed files with 354 additions and 47 deletions
@@ -110,3 +110,38 @@ def test_seed_empty_and_none_safe():
vmethods=[None], etypes=[None])
assert ucs == [] and m is None
assert reg.seed_classify() == ([], None)
# ── Deterministischer Regulierung→Use-Case-Mapper ───────────────────
def test_regulation_mapper_known():
cases = {
"OWASP Top 10 (2021)": "code_security",
"NIST SP 800-207 (Zero Trust)": "network_security",
"Cyber Resilience Act (CRA)": "cra",
"DSGVO (EU) 2016/679": "dse",
"EDPB Facial Recognition": "dse", # Leitlinie → Datenschutz
"TKG": "impressum",
"TDDDG": "cookie_banner",
"Markets in Crypto-Assets (MiCA)": "mica",
"BGB": "agb",
}
for reg_str, expected in cases.items():
assert reg.use_case_for_regulation(reg_str) == expected, reg_str
def test_regulation_mapper_abgb_before_bgb():
# 'ABGB' enthaelt 'bgb' — die abgb-Regel MUSS zuerst greifen.
assert reg.use_case_for_regulation("AT ABGB") == "handelsrecht"
def test_regulation_mapper_unknown_returns_none():
assert reg.use_case_for_regulation("Voellig Unbekanntes Gesetz") is None
assert reg.use_case_for_regulation(None) is None
def test_all_regulation_rules_point_to_valid_use_cases():
for _needle, uc in reg._REGULATION_RULES:
assert uc in reg.REGISTRY, uc
assert reg.REGISTRY[uc].enabled