Client side scripts in a snap to submit Apache Spark jobs to a Kubernetes cluster.
Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
Canonical's Charmed Data Platform solution for Apache Spark runs Spark jobs on your Kubernetes cluster. The spark-client snap includes the scripts spark-submit, spark-shell, pyspark and other tools for managing Apache Spark jobs for Kubernetes.