Tukukkk

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I am trying to enable dynamic allocation in Spark in YARN mode. I have 11 node cluster with 1 master node and 10 worker nodes. I am following below link for instructions:

For setup in YARN:
http://spark.apache.org/docs/latest/running-on-yarn.html#configuring-the-external-shuffle-service

Config variables needs to be set in spark-defaults.conf: https://spark.apache.org/docs/latest/configuration.html#dynamic-allocation
https://spark.apache.org/docs/latest/configuration.html#shuffle-behavior

I have also taken reference from below link and few other resources:
https://jaceklaskowski.gitbooks.io/mastering-apache-spark/spark-dynamic-allocation.html#spark.dynamicAllocation.testing

Here are the steps I am doing:

1. 
   

   Setting up config variables in spark-defaults.conf.
   My spark-defaults.conf related to dynamic allocation and shuffle service is as:

   
   
   

   spark.dynamicAllocation.enabled=true
   
   spark.shuffle.service.enabled=true
   
   spark.shuffle.service.port=7337
   
   

   
   


2. 
   

   Making changes in yarn-site.xml

   
   
   

   <property>
   
       <name>yarn.nodemanager.aux-services</name>
   
       <value>spark_shuffle</value>
   
   </property>
   
   <property>
   
       <name>yarn.nodemanager.auxservices.spark_shuffle.class</name>
   
       <value>org.apache.spark.network.yarn.YarnShuffleService</value>
   
   </property>
   
   <property>
   
       <name>yarn.nodemanager.recovery.enabled</name>
   
       <value>true</value>
   
   </property>
   
   <property>
   
       <name>yarn.application.classpath</name>
   
       <value> $HADOOP_MAPRED_HOME/share/hadoop/mapreduce/*,$HADOOP_MAPRED_HOME/share/hadoop/mapreduce/lib/*,$HADOOP_MAPRED_HOME/share/hadoop/common/*,$HADOOP_MAPRED_HOME/share/hadoop/common/lib/*,$HADOOP_MAPRED_HOME/share/hadoop/hdfs/*,$HADOOP_MAPRED_HOME/share/hadoop/hdfs/lib/*,$HADOOP_MAPRED_HOME/share/hadoop/yarn/*,$HADOOP_MAPRED_HOME/share/hadoop/yarn/lib/*,$HADOOP_MAPRED_HOME/share/hadoop/tools/*,$HADOOP_MAPRED_HOME/share/hadoop/tools/lib/*,$HADOOP_MAPRED_HOME/share/hadoop/client/*,$HADOOP_MAPRED_HOME/share/hadoop/client/lib/*,/home/hadoop/spark/common/network-yarn/target/scala-2.11/spark-2.2.2-SNAPSHOT-yarn-shuffle.jar </value>
   
   </property>
   
   

   
   
   

   All these steps are replicated in all worker nodes i.e spark-defaults.conf has the above mentioned values and yarn-site.xml has these properties. I have made sure that /home/hadoop/spark/common/network-yarn/target/scala-2.11/spark-2.2.2-SNAPSHOT-yarn-shuffle.jar exists in all worker nodes.

   
   



3. Then I am running $SPARK_HOME/sbin/start-shuffle-service.sh in worker nodes and master node. In master node, I am restarting the YARN using stop-yarn.sh and then start-yarn.sh




4. Then I am doing YARN node -list -all to see the worker nodes but I am not able to see any node



5. 
   

   When I am disabling the property

   
   
   

   <property>
   
       <name>yarn.nodemanager.aux-services</name>
   
       <value>spark_shuffle</value>
   
   </property>
   
   

   
   
   

   I can see all the worker nodes as normal so it seems like shuffle service is not properly configured.