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