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 to 16 GB if value is less than 16 GB.
yarn.nodemanager.resource.cpu-vcores
The number of virtual cores for each container. Required for Blaze engine resource allocation.
Set to 10 if the value is less than 10.
yarn.scheduler.minimum-allocation-mb
The minimum RAM available for each container. Required for Blaze engine resource allocation.
Set to 6 GB if the value is less than 6 GB.
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