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Building Data Streaming Applications with Apache Kafka

You're reading from  Building Data Streaming Applications with Apache Kafka

Product type Book
Published in Aug 2017
Publisher Packt
ISBN-13 9781787283985
Pages 278 pages
Edition 1st Edition
Languages
Authors (2):
Chanchal Singh Chanchal Singh
Profile icon Chanchal Singh
Manish Kumar Manish Kumar
Profile icon Manish Kumar
View More author details

Table of Contents (14) Chapters

Preface Introduction to Messaging Systems Introducing Kafka the Distributed Messaging Platform Deep Dive into Kafka Producers Deep Dive into Kafka Consumers Building Spark Streaming Applications with Kafka Building Storm Applications with Kafka Using Kafka with Confluent Platform Building ETL Pipelines Using Kafka Building Streaming Applications Using Kafka Streams Kafka Cluster Deployment Using Kafka in Big Data Applications Securing Kafka Streaming Application Design Considerations

Kafka and data governance

In any enterprise grade Kafka deployment, you need to build a solid governance framework to ensure security of confidential data along with who is dealing with data and what kind of operations are performed on data. Moreover, governance framework ensures who can access what data and who can perform operations on data elements. There are tools available such as Apache Atlas and Apache Ranger, which will help you define a proper governance framework around Kafka.

The fundamental data element in Kafka is Topic. You should define all your governance processes around Topic data element.

The following diagram represents how data governance can be applied in Kafka using Apache Atlas and Ranger:

Atlas Data Governance in Kafka

To give an overview of the diagram, we can sum up all the steps as follows:

  1. Create tags in Apache Atlas. Each tag corresponds to a...
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