As a matter of fact, Kubernetes is the standard for managing containerized environments, hence it is a natural fit to have support for Kubernetes APIs within Spark. Data scientists are adopting containers to improve their workflows because of benefits such as packaging of dependencies and creating reproducible artifacts. Apache Spark on Kubernetes (Docker for Mac)Īpache Spark 2.3 with native Kubernetes support combines the best of the two prominent open source projects - Apache Spark, a framework for large-scale data processing and Kubernetes allows easy container management.Īpache Spark is an essential tool for data scientists, offering a robust platform for a variety of applications ranging from large scale data transformation to analytics to machine learning.
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