ETL Validation SQL: Source-to-Target Testing Queries for Data Warehouses ETL validation SQL proves that the data a pipeline loaded matches the data it was supposed to load. Row counts that agree tell you almost nothing. A load can match on count and still truncate a column, drop late updates, or duplicate a dimension row. This