undefined

undefined

Database Test Results:
──────────────────────────────
Database System: PostgreSQL 15
Test Environment: Isolated test database

Schema Testing:
  ✅ Current schema matches ORM definitions
  ✅ Migration scripts apply correctly
  ✅ Rollback scripts revert successfully
  ✅ Indexes created as expected

Data Integrity:
  ✅ CRUD operations: 100% success
  ✅ Transactions: ACID properties verified
  ✅ Constraints: Foreign keys, unique, check constraints enforced
  ✅ Data types: Proper type handling and conversion

Performance Testing:
  ✅ Query Optimization: 45/50 queries optimized
    ⚠️ 5 complex queries need indexing review
  ✅ Connection Pooling: 100 concurrent connections handled
  ✅ Load Testing: 1000 transactions/minute sustained
  ✅ Response Times: 95% < 100ms

Integration with Other Tests:
  - Unit tests: Use in-memory database or mocks
  - Integration tests: Use test database with transactions
  - API tests: Validate database interactions through API
  - E2E tests: Full data flow from UI to database
  - Performance tests: Include database performance metrics

Security Testing Integration:
  ✅ SQL injection prevention verified
  ✅ Access controls enforced at database level
  ✅ Sensitive data encryption tested
  ✅ Audit logging of database operations

Data Migration Testing:
  ✅ Migration from v1 to v2 successful
  ✅ Data loss: 0 records
  ✅ Downtime: 15 minutes (within SLA)
  ✅ Rollback tested and verified

Recommendation:
  - Review 5 complex queries for indexing opportunities
  - Implement connection health checks
  - Add more comprehensive backup/restore testing
  - Monitor database performance in production