Apache Spark 1.12.2 is an open-source, distributed computing framework for large-scale knowledge processing. It offers a unified programming mannequin that permits builders to put in writing purposes that may run on quite a lot of {hardware} platforms, together with clusters of commodity servers, cloud computing environments, and even laptops. Spark 1.12.2 is a long-term assist (LTS) launch, which suggests that it’s going to obtain safety and bug fixes for a number of years.
Spark 1.12.2 gives a number of advantages over earlier variations of Spark, together with improved efficiency, stability, and scalability. It additionally consists of numerous new options, similar to assist for Apache Arrow, improved assist for Python, and a brand new SQL engine referred to as Catalyst Optimizer. These enhancements make Spark 1.12.2 an ideal selection for creating data-intensive purposes.
