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What is Resilient Distributed Dataset (RDD) in Apache Spark? How does it make spark operator rich?



What is Resilient Distributed Dataset (RDD) in Apache Spark? How does it make spark operator rich?..

Answer / Ankit Bhatnagar

Resilient Distributed Dataset (RDD) is the fundamental data structure in Apache Spark. It is an immutable distributed collection of objects. RDDs are fault-tolerant and can handle failures gracefully through lineage information, which allows them to recalculate a partition if a failure occurs. This makes Spark operator rich because it provides a wide range of operations such as map(), filter(), reduce(), and join().

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