yarn.application.classpath
Required for dynamic resource allocation.
Add spark_shuffle.jar to the class path. The .jar file must contain the class "org.apache.spark.network.yarn.YarnShuffleService."
yarn.nodemanager.resource.memory-mb
The maximum RAM available for each container. Set the maximum memory on the cluster to increase resource memory available to the Blaze engine.
Set the value to at least 16GB.
yarn.nodemanager.resource.cpu-vcores
The number of virtual cores for each container. Required for Blaze engine resource allocation.
Set the value to at least 10.
yarn.scheduler.minimum-allocation-mb
The minimum RAM available for each container. Required for Blaze engine resource allocation.
Set the value to at least 6GB.
yarn.nodemanager.vmem-check-enabled
Disables virtual memory limits for containers. Required for the Blaze and Spark engines.
Set to: false
yarn.nodemanager.aux-services
Required for dynamic resource allocation for the Spark engine.
Add an entry for "spark_shuffle."
yarn.nodemanager.aux-services.spark_shuffle.class
Required for dynamic resource allocation for the Spark engine.
Set to: org.apache.spark.network.yarn.YarnShuffleService
yarn.resourcemanager.scheduler.class
Defines the YARN scheduler that the Data Integration Service uses to assign resources.
Set to: org.apache.hadoop.yarn.server.resourcemanager.scheduler