Dataform in Practice: SQL-Native Transformations from Setup to Production

Dataform is BigQuery's built-in framework for managing SQL transformations, but most teams either don't know it exists or underestimate how far it goes. In this hands-on session, Constantin walks through Dataform from two angles: the BigQuery Studio console experience for quick iteration, and the VS Code workflow for teams that want proper local development, Git integration, and code review. You'll see how to define sources, build SQLX models, manage dependencies, write data quality assertions, and schedule pipelines. Then, get an honest look at where Dataform excels and where it still has rough edges. Whether you're an analyst, data engineer, or analytics engineer, you'll leave with a working mental model and a clear sense of whether Dataform belongs in your stack.

Видео Dataform in Practice: SQL-Native Transformations from Setup to Production канала Eon_io