Book Image

Hadoop 2.x Administration Cookbook

By : Aman Singh
Book Image

Hadoop 2.x Administration Cookbook

By: Aman Singh

Overview of this book

Hadoop enables the distributed storage and processing of large datasets across clusters of computers. Learning how to administer Hadoop is crucial to exploit its unique features. With this book, you will be able to overcome common problems encountered in Hadoop administration. The book begins with laying the foundation by showing you the steps needed to set up a Hadoop cluster and its various nodes. You will get a better understanding of how to maintain Hadoop cluster, especially on the HDFS layer and using YARN and MapReduce. Further on, you will explore durability and high availability of a Hadoop cluster. You’ll get a better understanding of the schedulers in Hadoop and how to configure and use them for your tasks. You will also get hands-on experience with the backup and recovery options and the performance tuning aspects of Hadoop. Finally, you will get a better understanding of troubleshooting, diagnostics, and best practices in Hadoop administration. By the end of this book, you will have a proper understanding of working with Hadoop clusters and will also be able to secure, encrypt it, and configure auditing for your Hadoop clusters.
Table of Contents (20 chapters)
Hadoop 2.x Administration Cookbook
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface
Index

Initiating Namenode saveNamespace


In our earlier recipes, we have configured the Hadoop cluster and have gone through various concepts on cluster operations. We saw that Namenode stores the metadata, which is a combination of the fsimage file and edits file and these two images are never merged by Namenode, unless it is restarted or there is some other node, such as Secondary Namenode, which does this. We will be covering Secondary Namenode in this chapter at a later stage.

Whenever the Namenode is started, it applies all the changes in the edits file to the fsimage file and starts with a clean edits file. Depending upon the size of the edits log, it could take a long time to start up Namenode and this adds to the total time a Namenode stays in the safemode. Safemode, as discussed in the earlier chapters, is not just a factor of edits file size, but also of the time taken to build up the bitmap, which is a mapping of blocks to the Datanodes.

Note

If the edits file cannot be applied to the fsimage...