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Data Lake for Enterprises

You're reading from  Data Lake for Enterprises

Product type Book
Published in May 2017
Publisher Packt
ISBN-13 9781787281349
Pages 596 pages
Edition 1st Edition
Languages
Authors (3):
Vivek Mishra Vivek Mishra
Profile icon Vivek Mishra
Tomcy John Tomcy John
Profile icon Tomcy John
Pankaj Misra Pankaj Misra
Profile icon Pankaj Misra
View More author details

Table of Contents (23) Chapters

Title Page
Credits
Foreword
About the Authors
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface
Part 1 - Overview
Part 2 - Technical Building blocks of Data Lake
Part 3 - Bringing It All Together
Introduction to Data Comprehensive Concepts of a Data Lake Lambda Architecture as a Pattern for Data Lake Applied Lambda for Data Lake Data Acquisition of Batch Data using Apache Sqoop Data Acquisition of Stream Data using Apache Flume Messaging Layer using Apache Kafka Data Processing using Apache Flink Data Store Using Apache Hadoop Indexed Data Store using Elasticsearch Data Lake Components Working Together Data Lake Use Case Suggestions

Other flume components


In addition to main components in Flume, there are other very important components. These components will be discussed in some detail in this section. The following figure shows all of these components working together:

Figure 19: Other Flume components working together

The following subsection gets deep into working and responsibility of each of the components in the preceding figure (Figure 19). Let's get started and understand how these components will help you in designing the right Flume component arrangement to execute your use case successfully.

Channel processor

As shown in Figure 19 the source sends the events to the channel processor. Every source has its own channel processor and for persisting the event in the channel, the source delegates the work to the channel processor, which actually does the job of persisting according to the channel type.

Interceptor

As seen in the preceding figure, the channel processor then passes the events to the interceptor. Channel...

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