apache-spark - Spark 1.2.1 独立集群模式 spark-submit 不工作

Question

我有 3 个节点的 spark 集群

节点 1 、节点 2 和节点 3

我在节点 1 上运行以下命令来部署驱动程序

/usr/local/spark-1.2.1-bin-hadoop2.4/bin/spark-submit --class com.fst.firststep.aggregator.FirstStepMessageProcessor --master spark://ec2-xx-xx-xx-xx.compute-1.amazonaws.com:7077 --deploy-mode cluster --supervise file:///home/xyz/sparkstreaming-0.0.1-SNAPSHOT.jar/home/xyz/config.properties

驱动程序在集群中的节点 2 上启动。但是在它试图绑定(bind)到节点 1 ip 的节点 2 上出现异常。

2015-02-26 08:47:32 DEBUG AkkaUtils:63 - In createActorSystem, requireCookie is: off 
2015-02-26 08:47:32 INFO  Slf4jLogger:80 - Slf4jLogger started 
2015-02-26 08:47:33 ERROR NettyTransport:65 - failed to bind to ec2-xx.xx.xx.xx.compute-1.amazonaws.com/xx.xx.xx.xx:0, shutting down Netty transport 
2015-02-26 08:47:33 WARN  Utils:71 - Service 'Driver' could not bind on port 0. Attempting port 1. 
2015-02-26 08:47:33 DEBUG AkkaUtils:63 - In createActorSystem, requireCookie is: off 
2015-02-26 08:47:33 ERROR Remoting:65 - Remoting error: [Startup failed] [ 
akka.remote.RemoteTransportException: Startup failed 
        at akka.remote.Remoting.akka$remote$Remoting$$notifyError(Remoting.scala:136) 
        at akka.remote.Remoting.start(Remoting.scala:201) 
        at akka.remote.RemoteActorRefProvider.init(RemoteActorRefProvider.scala:184) 
        at akka.actor.ActorSystemImpl.liftedTree2$1(ActorSystem.scala:618) 
        at akka.actor.ActorSystemImpl._start$lzycompute(ActorSystem.scala:615) 
        at akka.actor.ActorSystemImpl._start(ActorSystem.scala:615) 
        at akka.actor.ActorSystemImpl.start(ActorSystem.scala:632) 
        at akka.actor.ActorSystem$.apply(ActorSystem.scala:141) 
        at akka.actor.ActorSystem$.apply(ActorSystem.scala:118) 
        at org.apache.spark.util.AkkaUtils$.org$apache$spark$util$AkkaUtils$$doCreateActorSystem(AkkaUtils.scala:121) 
        at org.apache.spark.util.AkkaUtils$$anonfun$1.apply(AkkaUtils.scala:54) 
        at org.apache.spark.util.AkkaUtils$$anonfun$1.apply(AkkaUtils.scala:53) 
        at org.apache.spark.util.Utils$$anonfun$startServiceOnPort$1.apply$mcVI$sp(Utils.scala:1765) 
        at scala.collection.immutable.Range.foreach$mVc$sp(Range.scala:141) 
        at org.apache.spark.util.Utils$.startServiceOnPort(Utils.scala:1756) 
        at org.apache.spark.util.AkkaUtils$.createActorSystem(AkkaUtils.scala:56) 
        at org.apache.spark.deploy.worker.DriverWrapper$.main(DriverWrapper.scala:33) 
        at org.apache.spark.deploy.worker.DriverWrapper.main(DriverWrapper.scala) 
Caused by: org.jboss.netty.channel.ChannelException: Failed to bind to: ec2-xx-xx-xx.compute-1.amazonaws.com/xx.xx.xx.xx:0 
        at org.jboss.netty.bootstrap.ServerBootstrap.bind(ServerBootstrap.java:272) 
        at akka.remote.transport.netty.NettyTransport$$anonfun$listen$1.apply(NettyTransport.scala:393) 
        at akka.remote.transport.netty.NettyTransport$$anonfun$listen$1.apply(NettyTransport.scala:389) 
        at scala.util.Success$$anonfun$map$1.apply(Try.scala:206) 
        at scala.util.Try$.apply(Try.scala:161) 
        at scala.util.Success.map(Try.scala:206) 

请推荐

谢谢

Answer 1

在花了更多时间之后。我得到了答案。我做了以下更改

1. 删除 SPARK_LOCAL_IP 和 SPARK_MASTER_IP 的条目
2. 在 etc/hosts 中添加每个其他节点的主机名和私有(private) ip 地址。
3. 使用 --deploy-mode cluster --supervise

就是这样，它与完全 HA 组件(主、从和驱动程序)完美配合

谢谢