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 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 assist (LTS) launch, which suggests that it’s going to obtain safety and bug fixes for a number of years.
Spark 1.12.2 affords an a variety of benefits over earlier variations of Spark, together with improved efficiency, stability, and scalability. It additionally contains plenty of new options, reminiscent of 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 amazing alternative for creating data-intensive functions.
