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 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 implies that it’s going to obtain safety and bug fixes for a number of years.
Spark 1.12.2 presents an a variety of benefits over earlier variations of Spark, together with improved efficiency, stability, and scalability. It additionally consists of various new options, resembling assist for Apache Arrow, improved assist for Python, and a brand new SQL engine known as Catalyst Optimizer. These enhancements make Spark 1.12.2 an excellent alternative for growing data-intensive purposes.
