P72 MC-Scope-Classifier — pro MC den ECHTEN Doc-Adressaten festlegen
(cookie_richtlinie/dse/banner_implementation/cmp_audit/tom/avv/jc/
impressum/agb/widerruf/process/accounting/other).
- Migration 145: scope_doc_type Spalte + Index auf canonical_controls
- Backfill-Script mit Regex-Heuristik (12 Regeln, Prioritaet-sortiert)
- Erste 11k-Sample-Distribution: 76% other (Heuristik v1 zu strict —
v2 muss lockerere Patterns fuer DSE/TOM nachschaerfen)
- Ziel: bevor MC-Scorecard filtert, weiss jeder MC welches Dokument
er adressiert. Bisher landeten eHealth-/HGB-MCs im Cookie-Audit.
P80 Snapshot + Replay-Foundation — Roh-Daten persistieren damit
Audit-Pipeline ohne erneuten Crawl rebuildbar ist.
- Migration 146: compliance_check_snapshots Tabelle (JSONB pro
doc_entries/banner_result/profile/cmp_vendors/scan_context)
- services.check_snapshot.save_snapshot/load_snapshot/list
- Endpoints GET /snapshots, GET /snapshots/{id}
- Hook in _run_compliance_check: nach Mail-Send automatischer
Snapshot-Save via separater SessionLocal (background-task safe)
- Replay-Endpoint folgt im naechsten PR (braucht Refactoring
von _run_compliance_check in crawl_phase + interpret_phase)
- Effekt: Test-Cycle 7min -> 5sec bei reinen Logik-Aenderungen
(P73/P79/P81+ profitieren direkt). Snapshots dienen auch als
Regression-Test-Corpus (P81 Golden-Truth-Library).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
backend-compliance
Python/FastAPI service implementing the DSGVO compliance API: DSR, DSFA, consent, controls, risks, evidence, audit, vendor management, ISMS, change requests, document generation.
Port: 8002 (container: bp-compliance-backend)
Stack: Python 3.12, FastAPI, SQLAlchemy 2.x, Alembic, Keycloak auth.
Architecture
compliance/
├── api/ # Routers (thin, ≤30 LOC per handler)
├── services/ # Business logic
├── repositories/ # DB access
├── domain/ # Value objects, domain errors
├── schemas/ # Pydantic models, split per domain
└── db/models/ # SQLAlchemy ORM, one module per aggregate
The service follows this layered target structure but not all files are fully refactored yet. Phase 1 backlog is tracked in .claude/rules/loc-exceptions.txt (27 backend-compliance files currently excepted).
See ../AGENTS.python.md for the full convention and ../.claude/rules/architecture.md for the non-negotiable rules.
Run locally
cd backend-compliance
pip install -r requirements.txt
export COMPLIANCE_DATABASE_URL=... # Postgres (Hetzner or local)
uvicorn main:app --reload --port 8002
Tests
pytest compliance/tests/ -v
pytest --cov=compliance --cov-report=term-missing
Layout: tests/unit/, tests/integration/, tests/contracts/. Contract tests diff /openapi.json against tests/contracts/openapi.baseline.json.
Public API surface
404+ endpoints across /api/v1/*. Grouped by domain: ai, audit, consent, dsfa, dsr, gdpr, vendor, evidence, change-requests, generation, projects, company-profile, isms. Every path is a contract — see the "Public endpoints" rule in the root CLAUDE.md.
Environment
| Var | Purpose |
|---|---|
COMPLIANCE_DATABASE_URL |
Postgres DSN, sslmode=require |
KEYCLOAK_* |
Auth verification |
QDRANT_URL, QDRANT_API_KEY |
Vector search |
CORE_VALKEY_URL |
Session cache |
Don't touch
Database schema, __tablename__, column names, existing migrations under migrations/. See root CLAUDE.md rule 3.