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docker-spark-yarn-cluster's Introduction

Docker hadoop yarn cluster for spark 2.4.1

Provides Docker multi-nodes Hadoop cluster with Spark 2.4.1 on Yarn.

Usage

Build

make build

Run

make start

Stop

make stop

Connect to Master Node

make connect
 ---- MASTER NODE ---- 
root@cluster-master:/#

Run spark applications on cluster :

Once connected to the master node

spark-shell

spark-shell --master yarn --deploy-mode client

spark submit

spark-submit --master yarn --deploy-mode [client or cluster] --num-executors 2 --executor-memory 4G --executor-cores 4 --class org.apache.spark.examples.SparkPi $SPARK_HOME/examples/jars/spark-examples_2.11-2.4.1.jar

Web UI

  • Get master node ip:
make master-ip
 ---- MASTER NODE IP ---- 
Master node ip : 172.20.0.4
  • Access to Hadoop cluster Web UI : master-node-ip:8088
  • Access to spark Web UI : master-node-ip:8080
  • Access to hdfs Web UI : master-node-ip:50070

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docker-spark-yarn-cluster's Issues

slaves could not connect to master

I'm using spark-2.4.3-bin-hadoop2.7.
when im trying to run the example jar with client mode it is throwing error as below

caused by: java.io.IOException: Failed to connect to mycluster-master/172.19.0.4:33697 at org.apache.spark.network.client.TransportClientFactory.createClient(TransportClientFactory.java:245) at org.apache.spark.network.client.TransportClientFactory.createClient(TransportClientFactory.java:187) at org.apache.spark.rpc.netty.NettyRpcEnv.createClient(NettyRpcEnv.scala:198) at org.apache.spark.rpc.netty.Outbox$$anon$1.call(Outbox.scala:194) at org.apache.spark.rpc.netty.Outbox$$anon$1.call(Outbox.scala:190) at java.util.concurrent.FutureTask.run(FutureTask.java:266) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:748) Caused by: io.netty.channel.AbstractChannel$AnnotatedConnectException: Connection refused: mycluster-master/172.19.0.4:33697 at sun.nio.ch.SocketChannelImpl.checkConnect(Native Method) at sun.nio.ch.SocketChannelImpl.finishConnect(SocketChannelImpl.java:717) at io.netty.channel.socket.nio.NioSocketChannel.doFinishConnect(NioSocketChannel.java:323) at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.finishConnect(AbstractNioChannel.java:340) at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:633) at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:580) at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:497) at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:459) at io.netty.util.concurrent.SingleThreadEventExecutor$5.run(SingleThreadEventExecutor.java:858) at io.netty.util.concurrent.DefaultThreadFactory$DefaultRunnableDecorator.run(DefaultThreadFactory.java:138) ... 1 more Caused by: java.net.ConnectException: Connection refused ... 11 more

Add warnings for the "make stop" command

The make stop command will remove all the containers on the host (not only the spark containers):

stop :
	@echo " ---- STOP ---- "
	@docker stop $(shell docker ps -a -q) && docker container prune -f 

It would be better if users can get some warnings before executing the command.

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