Did you try Google Cloud Dataproc?
It’s the easiest way to run Spark on GCP, and it will launch in 90 seconds.
See more details here: https://cloud.google.com/blog/big-data/2016/05/bigquery-and-dataproc-shine-in-independent-big-data-platform-comparison