ETL

Testing

ETL Testing Guide: Data Completeness, Transformation Accuracy, and Load Verification

ETL testing verifies three things: all expected data was extracted (completeness), transformations produced correct output (accuracy), and the data was loaded without corruption or duplication (integrity). Each phase requires different testing techniques: reconciliation counts and checksums for extraction, sample-based assertions for transformation, and row count plus constraint checks for