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On what all basis can you differentiate rdd, dataframe, and dataset?

Question Posted / ravi gupta


On what all basis can you differentiate rdd, dataframe, and dataset?..

Answer / Dinesh Kumar Maurya

RDD is the most basic distributed collection, while DataFrame and Dataset are higher-level abstractions that provide optimized SQL and distributed data manipulation. The main differences lie in their schema, optimization, and API. RDD has no schema, DataFrame has an implicit schema, and Dataset has a strongly typed schema.

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