Apache Spark is a popular open source analytics engine for large-scale data processing. Applications can be written in Java, Scala, Python, R, and SQL. These applications have flexible options to run on like Kubernetes or in the cloud.  The company Data Mechanics is a cloud-native Spark platform for data engineers. It runs continuously optimized Apache