HDP Developer YARN Applications | Agilitics

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HDP Developer YARN Applications

$2,000.00 $1,400.00

Duration: 2 days
Version: HW HDP Y

Overview – This course is designed for developers who want to create custom YARN applications for Apache Hadoop. It will include: the YARN architecture, YARN development steps, writing a YARN client and ApplicationMaster, and launching Containers. The course uses Eclipse and Gradle connected remotely to a 7-node HDP cluster running in a virtual machine.

Target Audience – Java software engineers who need to develop YARN applications on Hadoop by writing YARN clients and ApplicationMasters

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Description

Prerequisites – Students should be experienced Java developers who have attended HDP Developer: Java OR HDP Developer: Pig and Hive OR are experienced with Hadoop and MapReduce development.

Course ObjectivesAt the completion of the course students will be able to:

  • Describe the YARN architecture
  • Describe the YARN application lifecycle
  • Write a YARN client application
  • Run a YARN application on a Hadoop cluster
  • Monitor the status of a running YARN application
  • View the aggregated logs of a YARN application
  • Configure a ContainerLaunchContext
  • Use a LocalResource to share application files across a cluster
  • Write a YARN ApplicationMaster
  • Describe the differences between synchronous and asynchronous ApplicationMasters
  • Allocate Containers in a cluster
  • Launch Containers on NodeManagers
  • Write a custom Container to perform specific business logic
  • Explain the job schedulers of the ResourceManager
  • Define queues for the Capacity Scheduler

Format

  • 50% Lecture/Discussion
  • 50% Hands-on Labs

Course OutlineHands-On Labs

  • Run a YARN Application
  • Setup a YARN Development Environment
  • Write a YARN Client
  • Submit an ApplicationMaster
  • Write an ApplicationMaster
  • Requesting Containers
  • Running Containers
  • Writing Custom Containers
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