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Learning YARN

You're reading from   Learning YARN Moving beyond MapReduce - learn resource management and big data processing using YARN

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Product type Paperback
Published in Aug 2015
Publisher
ISBN-13 9781784393960
Length 278 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (14) Chapters Close

Preface 1. Starting with YARN Basics FREE CHAPTER 2. Setting up a Hadoop-YARN Cluster 3. Administering a Hadoop-YARN Cluster 4. Executing Applications Using YARN 5. Understanding YARN Life Cycle Management 6. Migrating from MRv1 to MRv2 7. Writing Your Own YARN Applications 8. Dive Deep into YARN Components 9. Exploring YARN REST Services 10. Scheduling YARN Applications 11. Enabling Security in YARN 12. Real-time Data Analytics Using YARN Index

Types of queues


As mentioned earlier in this chapter, YARN defines two schedulers (capacity and fair schedulers). These schedulers use their own implementation of the queue interface. The following diagram represents a class diagram for different queues defined in YARN:

CapacityScheduler Queue (CSQueue)

CSQueue is an interface that extends the Queue interface. It is defined in the org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity package. The CSQueue interface represents a queue structure for a node in the tree of hierarchical queues for CapacityScheduler.

The two classes that implement the CSQueue interface are as follows:

  • ParentQueue

  • LeafQueue

The properties associated with a CapacityScheduler queue are as follows:

  • yarn.scheduler.capacity.<queue-path>.capacity: This is a float value that specifies the capacity of the queue in percentage (%). At each level of queues (hierarchical queues), the sum of capacities for all queues must be equal to 100. In order to provide...

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