Files
breakpilot-compliance/backend-compliance
Benjamin Admin ecae5bc7f1 feat(vocabulary): Domain Vocabulary — identity vs representation; regulation aliases fix the KPI normalization
Before the next Journey: the LANGUAGE. With 5 knowledge objects but no vocabulary, the same reise gets
named four different ways (ISO9001->MaschinenVO vs Quality Management->Product Safety vs ...). The spec
answers ONE question: which terms are IDENTITIES and which are REPRESENTATIONS of the same meaning?

- spec docs-src/architecture/domain-vocabulary-spec-v1.md (PROPOSAL): identity hierarchy
  (Requirement RQ / Capability MCAP [Registry 2C] / regulation-source-target / Journey Class MJRN
  [PROVISIONAL] / Journey instance / Playbook MPLB); canonical name + aliases; capability vocabulary =
  the Capability Registry (not rebuilt); reorder Vocabulary -> Transition #2 -> #3 -> Rule of Three.
- knowledge/vocabulary/regulations.yaml: regulation/standard IDENTITIES (id + canonical + aliases).
  SOLVES the regulation-ID normalization the KPIs flagged: CRA == "Cyber Resilience Act" == "Regulation
  (EU) 2024/2847" all resolve to `cra`; ISO9001/QMS -> iso9001; etc. Shared artifact (@Legal-KG/@Execution
  please adopt).
- knowledge/vocabulary/journey_classes.yaml (PROVISIONAL): clusters our transitions into classes
  (Information Security -> Product Cybersecurity; Quality Management -> Product Compliance/Safety).
  Finding: ISO9001->MaschinenVO is an INSTANCE of an existing class (like ISO9001->CRA, ISO13485->MDR),
  not a new kind -> avoids duplication. Journey Class is a new abstraction -> its own Rule of Three (no
  MJRN minting yet).
- reference suite: both KPIs now read aliases from regulations.yaml instead of hard-coded maps; the
  "Regelwerk-ID-Normalisierung" line flips TODO -> PASS. KPI numbers unchanged (vocab is a superset).
- Side effect = Requirements Intelligence: a Tender "Security Patch Procedure" resolves to MCAP-0017.

7 vocabulary tests (17 with domain programs), check-loc 0. Knowledge data + spec + reference harness =
non-runtime -> no deploy (ADR-001). No new module, no runtime change, no minting (Freeze).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-28 08:11:30 +02:00
..

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.