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Learning Apache Spark 2

You're reading from   Learning Apache Spark 2 A beginner's guide to real-time Big Data processing using the Apache Spark framework

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Product type Paperback
Published in Mar 2017
Publisher Packt
ISBN-13 9781785885136
Length 356 pages
Edition 1st Edition
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Author (1):
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Muhammad Asif Abbasi Muhammad Asif Abbasi
Author Profile Icon Muhammad Asif Abbasi
Muhammad Asif Abbasi
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Table of Contents (12) Chapters Close

Preface 1. Architecture and Installation FREE CHAPTER 2. Transformations and Actions with Spark RDDs 3. ETL with Spark 4. Spark SQL 5. Spark Streaming 6. Machine Learning with Spark 7. GraphX 8. Operating in Clustered Mode 9. Building a Recommendation System 10. Customer Churn Prediction Theres More with Spark

Security configuration in Spark

Spark currently supports two methods of authentication:

  • Kerberos
  • Shared Secret

Kerberos authentication

It is recommended to use Kerberos authentication when using Spark on YARN.

A Kerberos Principal is used in a Kerborized system to represent a unique identity. Kerberos can assign tickets to these identities, which helps them identify themselves while accessing Hadoop clusters secured by Kerberos. While the principals can generally have an arbitrary number of components, in Hadoop the principals are of the following format: username/[email protected]. Your user name here can refer to an existing account like HDFS, Mapred, or Spark.

You will need to follow the following steps:

Creation of the Spark Principal and Keytab file - You will need to create a Spark Principal and the Spark keytab file using the following commands:

Tip

FQDN is your Full Qualified Domain Name

  • Creating the Principal:
       kadmin: addprinc -randkey spark/[email protected]
  • Creating the Keytab file...
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