Professional Hadoop by Benoy Antony & Konstantin Boudnik & Cheryl Adams & Branky Shao & Cazen Lee & Kai Sasaki

Author:Benoy Antony & Konstantin Boudnik & Cheryl Adams & Branky Shao & Cazen Lee & Kai Sasaki
Language: eng
Format: epub
ISBN: 9781119267201
Publisher: Wiley
Published: 2016-05-23T00:00:00+00:00

FIGURE 5-8

The most basic approach is writing an application, directly using the Kafka APIs, to create a custom Consumer to read input data stream, process that input, and produce output stream as a custom Producer. This can be done in a simple program in any programming language. However, this type of application can be made easier and more scalable with the help of a stream processing framework—such as Storm, Samza, Flink, or Spark's Streaming module—that provides richer stream processing primitives. All of them provide good integration with Kafka.

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