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Building Data Streaming Applications with Apache Kafka
book

Building Data Streaming Applications with Apache Kafka

by Chanchal Singh, Manisha Sethi, Manish Kumar, Anshul Joshi
August 2017
Beginner to intermediate
278 pages
6h 40m
English
Packt Publishing
Content preview from Building Data Streaming Applications with Apache Kafka

Kafka Stream architecture 

Kafka Streams internally uses the Kafka producer and consumer libraries. It is tightly coupled with Apache Kafka and allows you to leverage the capabilities of Kafka to achieve data parallelism, fault tolerance, and many other powerful features.

In this section, we will discuss how Kafka Stream works internally and what the different components involved in building Stream applications using Kafka Streams are. The following figure is an internal representation of the working of Kafka Stream:

Kafka Stream architecture 

Stream instance consists of multiple tasks, where each task processes non overlapping subsets of ...

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Publisher Resources

ISBN: 9781787283985