In Spark Streaming, the level of parallelism refers to the number of stream

Explain the level of parallelism in spark streaming?

Question Posted / Saurabh Kumar Gupta

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Answer Posted / Saurabh Kumar Gupta

In Spark Streaming, the level of parallelism refers to the number of streaming tasks that are executed at a given moment. This can be set using the `sparkStreaming.setNumStreamingExecutors()` and `sparkStreaming.setNumThreads()` methods. Increasing parallelism can improve performance but should be carefully managed as it consumes more resources.

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