July 2017
Intermediate to advanced
796 pages
18h 55m
English
Content preview from Scala and Spark for Big Data Analytics
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YARN cluster mode
In the YARN cluster mode, the Driver runs on a node inside the cluster (typically where the application master is). Client first contacts the resource manager requesting resources to run the Spark job. The resource manager allocates a container (container zero) and responds to the client. The client then submits the code to the cluster and then launches the Driver and Spark application master in the container zero. The Driver runs along with the application master and the Spark application master, and then creates the executors on the containers allocated by the resource manager. The YARN containers can be on any node in the cluster controlled by the node manager. So, all allocations are managed by the resource manager. ...
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