Dataform (Google)
SQL-based data transformation natively integrated with BigQuery
About Dataform (Google)
Dataform (acquired by Google) provides SQL-based transformation for BigQuery with dependency management, testing, and documentation. Free within BigQuery — Google's answer to dbt.
Best for
Best for BigQuery-only teams wanting free SQL transformation
Pros & Cons
Pros
- Free — included with BigQuery
- Native BigQuery integration
- SQL-based with dependency management
Cons
- BigQuery only — no other warehouse support
- Less feature-rich than dbt
- Smaller community
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