An enterprise already has a substantial Apache Spark workload and wants a managed Google Cloud execution environment without rewriting it in Beam. Which approach best fits?

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