Benjamin Admin
b663e2508f
benchmark_extractor.py — extract_kpis() liefert 18 KPIs pro Snapshot: * vendors_total, vendors_us, vendors_non_eu (mit % je Vendor-Land) * source_breakdown (llm/library/flat_pattern/table_paste/html_table_dom) * max/avg cookies_per_vendor (Konzentrations-Mass) * cookies_in_browser, cookies_detailed_count, cookie_doc_chars * banner_detected, banner_provider, banner_violations * compliance_score, data_quality_pct (wie viele unserer Datenquellen haben Inhalt) * saving_low/high_eur (Heuristik: (vendors - 10) × 1k-5k) anonymize_kpis() ersetzt site_label durch 'OEM 1/2/3' (Industry-Prefix Map: automotive→OEM, banking→Bank, chemistry→Chem, luftfahrt→Airline). GET /api/compliance/agent/admin/benchmark?industry=automotive&sites= VW,BMW,Mercedes&anonymized=true — liefert kpis + summary (n_sites, avg_vendors, total_saving_high). Admin-Page /sdk/benchmark: * Filter-Leiste: Industry-Dropdown, Sites-Input + 5 Preset-Gruppen (Automotive OEMs / Zulieferer, Chemie DAX, Luftfahrt, Banking DAX) * Anonymize-Toggle prominent * 5 Summary-KPI-Karten oben * Vergleichstabelle 13 Spalten (Score, Vendors, US%, Drittland%, Cookies-Browser, Cookie-Doc-kB, Banner ✓/✗, Provider, Verstoesse, Saving €/Jahr, Daten-Qualitaet, Captured-Time) * Red-/Amber-/Green-Indikatoren bei US%/Score/Drittland * Big-4-Hinweis-Footer 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.