Data transformation tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined data models, pipelines can still become complex, which makes debugging issues and validating changes to data models difficult.

The post Change-Aware Data Validation with Column-Level Lineage appeared first on Towards Data Science.

​Data transformation tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined data models, pipelines can still become complex, which makes debugging issues and validating changes to data models difficult.
The post Change-Aware Data Validation with Column-Level Lineage appeared first on Towards Data Science.  Data Science, Data Engineering, Data Lineage, Data Quality, Data Review, Data Validation, Sql Towards Data ScienceRead More