Task 4.3: Advanced Data Quality - Great Expectations

[seszele64]

Description

Add anomaly detection and data profiling using Great Expectations.

Acceptance Criteria

• Great Expectations integrated
• Expectation suite created
• Data profiling implemented
• Anomaly detection (Isolation Forest)
• DQ metrics dashboard
• DQ alerting
• DQ report generation
• Unit tests for DQ checks

Dependencies

• Task 2.2: Business Logic Validation
• Task 3.1: Monitoring and Observability

Related

• Roadmap: github-projects-roadmap.md
• Sprint: Sprint 4
• Priority: Low
• Type: Feature
• Component: Assets, Monitoring