Apache Spark 1.12.2 is an open-source, distributed computing framework for large-scale knowledge processing. It supplies a unified programming mannequin that enables builders to jot down functions that may run on a wide range of {hardware} platforms, together with clusters of commodity servers, cloud computing environments, and even laptops. Spark 1.12.2 is a long-term help (LTS) launch, which implies that it’ll obtain safety and bug fixes for a number of years.
Spark 1.12.2 gives an a variety of benefits over earlier variations of Spark, together with improved efficiency, stability, and scalability. It additionally contains a variety of new options, resembling help for Apache Arrow, improved help for Python, and a brand new SQL engine referred to as Catalyst Optimizer. These enhancements make Spark 1.12.2 an incredible alternative for creating data-intensive functions.
