Data Quality Framework
Pluggable quality engine with 6 check types — completeness, uniqueness, validity, freshness, consistency, and custom SQL expressions.
Quality Rule Builder
Configure quality checks using actual rule types from the framework.
Quality Check Dashboard
| Rule | Table | Type | Result | Score |
|---|
| customer_email_not_null | silver.customers | Completeness | PASS | 1.000 |
| order_id_unique | silver.orders | Uniqueness | PASS | 1.000 |
| amount_range_valid | silver.orders | Validity | PASS | 0.998 |
| order_date_freshness | silver.orders | Freshness | WARN | 0.870 |
| customer_ref_integrity | gold.dim_customer | Consistency | FAIL | 0.720 |
Included with Data Quality Framework
The complete Data Quality Framework package includes:
- Quality Engine
- 6 Check Types
- 3 Reporters
- YAML Configuration
- Databricks Notebook
- Strategy Guide
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