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Explain apache spark streaming? How is the processing of streaming data achieved in apache spark?



Explain apache spark streaming? How is the processing of streaming data achieved in apache spark?..

Answer / Nitin Gupta

Apache Spark Streaming is an extension of Apache Spark that allows for real-time data processing. It enables users to process live data streams from various sources like Kafka, Twitter, or custom input sources. The processing of streaming data in Spark involves: (1) creating a DStream (DataStream), which represents the continuous stream; (2) applying transformations and actions on the DStream (e.g., map, filter, reduce); (3) receiving the results as batches at specified intervals.

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