Question

What is a DStream in Apache Spark?

a. A type of distributed storage in Spark
b. A distributed stream processing framework in Spark
c. A data structure in Spark for structured data
d. A security feature in Spark for protecting data

Answer 1

A DStream in Apache Spark is a distributed stream processing framework that allows for real-time or near real-time data processing.

Step-by-step explanation:

A DStream in Apache Spark is a distributed stream processing framework. It represents a continuous stream of data that is divided into small time intervals called micro-batches.

Each micro-batch is processed in parallel using Spark's computing capabilities, allowing for real-time or near real-time data processing.

DStreams enable the development of streaming applications in Spark by providing high-level APIs for manipulating data streams.