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Understanding Spark Transformations and Actions – Spark RDD Operations

Perficient Digital Transformation

Resilient Distributed Dataset (RDD): Usually, Spark tasks operate on RDDs, which is fault-tolerant partitions of simultaneous operations. Narrow transformations allow Spark to execute computations within a single partition without needing to shuffle or redistribute data across the cluster.