Spark Ecosystem and Spark CORE API
Spark is an open source, extremely fast, unified analytics engine for processing of data on a large scale. It uses optimized query execution and in-memory caching for fast queries against data.The reason behind this high speed is that Spark runs on memory (RAM), which in turn makes the processing way faster than on disk drives.It offers APIs in R, Python, Java, Scala, and an engine that supports the general execution graphs.
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