A SQL-focused team needs reusable warehouse transformations with dependency management and tests close to BigQuery data. Which approach best fits?

1. Use Dataform with version-controlled SQL workflows.
2. Use Cloud Composer or its current managed Airflow offering.
3. Run the pipelines on Dataflow.
4. Use Google Cloud Managed Service for Apache Spark.