Not really, but you can try it out on https://hopsworks.ai

It's conceptually similar to EMR in the way it works. You connect your AWS account and we'll deploy a cluster there. HopsFS will run on top a S3 bucket in your organization. You get a fully featured Spark environment (With metrics and logging included - no need for cloudwatch). UI with Jupyter notebooks, the Hopsworks feature store and ML capabilities that EMR does not provide.