Data Pipeline Testing

GCP Testing

BigQuery Data Pipeline Validation: Testing SQL Transforms, Data Quality, and Pipeline Correctness

BigQuery data pipelines have a testing problem. The transformations run in SQL, the data volumes are large, and a broken pipeline often produces plausible-looking results that fail to reveal themselves as wrong until someone checks a business metric two weeks later. This guide covers practical validation strategies for BigQuery