我是在單機環(huán)境下修改下配置完成的集群模式

單機安裝查看：http://blog.csdn.net/wind520/article/details/43458925

參考官網(wǎng)配置：http://spark.apache.org/docs/latest/spark-standalone.html

1：修改slaves配置

[jifeng@jifeng01 conf]$ cp slaves.template slaves [jifeng@jifeng01 conf]$ vi slaves# A Spark Worker will be started on each of the machines listed below. jifeng02.sohudo.com jifeng03.sohudo.com jifeng04.sohudo.com"slaves" 4L, 131C 已寫入 [jifeng@jifeng01 conf]$ cat slaves # A Spark Worker will be started on each of the machines listed below. jifeng02.sohudo.com jifeng03.sohudo.com jifeng04.sohudo.com
2：復(fù)制文件到其它節(jié)點

[jifeng@jifeng01 hadoop]$ scp -r ./spark-1.2.0-bin-hadoop1 jifeng@jifeng02.sohudo.com:/home/jifeng/hadoop/ [jifeng@jifeng01 hadoop]$ scp -r ./spark-1.2.0-bin-hadoop1 jifeng@jifeng03.sohudo.com:/home/jifeng/hadoop/ [jifeng@jifeng01 hadoop]$ scp -r ./spark-1.2.0-bin-hadoop1 jifeng@jifeng04.sohudo.com:/home/jifeng/hadoop/ [jifeng@jifeng01 hadoop]$ scp -r ./scala-2.11.4 jifeng@jifeng02.sohudo.com:/home/jifeng/hadoop/ [jifeng@jifeng01 hadoop]$ scp -r ./scala-2.11.4 jifeng@jifeng03.sohudo.com:/home/jifeng/hadoop/ [jifeng@jifeng01 hadoop]$ scp -r ./scala-2.11.4 jifeng@jifeng04.sohudo.com:/home/jifeng/hadoop/

3：啟動

• sbin/start-all.sh?- Starts both a master and a number of slaves as described above.

[jifeng@jifeng01 spark-1.2.0-bin-hadoop1]$ sbin/start-all.sh starting org.apache.spark.deploy.master.Master, logging to /home/jifeng/hadoop/spark-1.2.0-bin-hadoop1/sbin/../logs/spark-jifeng-org.apache.spark.deploy.master.Master-1-jifeng01.sohudo.com.out jifeng04.sohudo.com: starting org.apache.spark.deploy.worker.Worker, logging to /home/jifeng/hadoop/spark-1.2.0-bin-hadoop1/sbin/../logs/spark-jifeng-org.apache.spark.deploy.worker.Worker-1-jifeng04.sohudo.com.out jifeng02.sohudo.com: starting org.apache.spark.deploy.worker.Worker, logging to /home/jifeng/hadoop/spark-1.2.0-bin-hadoop1/sbin/../logs/spark-jifeng-org.apache.spark.deploy.worker.Worker-1-jifeng02.sohudo.com.out jifeng03.sohudo.com: starting org.apache.spark.deploy.worker.Worker, logging to /home/jifeng/hadoop/spark-1.2.0-bin-hadoop1/sbin/../logs/spark-jifeng-org.apache.spark.deploy.worker.Worker-1-jifeng03.sohudo.com.out [jifeng@jifeng01 spark-1.2.0-bin-hadoop1]$

4：web管理頁面

spark集群的web管理頁面訪問：http://jifeng01.sohudo.com:8080/

5：啟動spark-shell控制臺

./spark-shell

[jifeng@jifeng01 spark-1.2.0-bin-hadoop1]$ cd bin [jifeng@jifeng01 bin]$ ./spark-shell Spark assembly has been built with Hive, including Datanucleus jars on classpath 15/02/04 22:11:10 INFO spark.SecurityManager: Changing view acls to: jifeng 15/02/04 22:11:10 INFO spark.SecurityManager: Changing modify acls to: jifeng 15/02/04 22:11:10 INFO spark.SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(jifeng); users with modify permissions: Set(jifeng) 15/02/04 22:11:10 INFO spark.HttpServer: Starting HTTP Server 15/02/04 22:11:10 INFO server.Server: jetty-8.y.z-SNAPSHOT 15/02/04 22:11:10 INFO server.AbstractConnector: Started SocketConnector@0.0.0.0:57780 15/02/04 22:11:10 INFO util.Utils: Successfully started service 'HTTP class server' on port 57780. Welcome to____ __/ __/__ ___ _____/ /___\ \/ _ \/ _ `/ __/ '_//___/ .__/\_,_/_/ /_/\_\ version 1.2.0/_/Using Scala version 2.10.4 (Java HotSpot(TM) 64-Bit Server VM, Java 1.7.0_45) Type in expressions to have them evaluated. Type :help for more information. 15/02/04 22:11:15 INFO spark.SecurityManager: Changing view acls to: jifeng 15/02/04 22:11:15 INFO spark.SecurityManager: Changing modify acls to: jifeng 15/02/04 22:11:15 INFO spark.SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(jifeng); users with modify permissions: Set(jifeng) 15/02/04 22:11:15 INFO slf4j.Slf4jLogger: Slf4jLogger started 15/02/04 22:11:15 INFO Remoting: Starting remoting 15/02/04 22:11:15 INFO Remoting: Remoting started; listening on addresses :[akka.tcp://sparkDriver@jifeng01.sohudo.com:48769] 15/02/04 22:11:15 INFO util.Utils: Successfully started service 'sparkDriver' on port 48769. 15/02/04 22:11:15 INFO spark.SparkEnv: Registering MapOutputTracker 15/02/04 22:11:15 INFO spark.SparkEnv: Registering BlockManagerMaster 15/02/04 22:11:15 INFO storage.DiskBlockManager: Created local directory at /tmp/spark-local-20150204221115-20b0 15/02/04 22:11:15 INFO storage.MemoryStore: MemoryStore started with capacity 265.4 MB 15/02/04 22:11:15 INFO spark.HttpFileServer: HTTP File server directory is /tmp/spark-6d24f541-4ce1-4e12-9be2-4296791bd73f 15/02/04 22:11:15 INFO spark.HttpServer: Starting HTTP Server 15/02/04 22:11:15 INFO server.Server: jetty-8.y.z-SNAPSHOT 15/02/04 22:11:15 INFO server.AbstractConnector: Started SocketConnector@0.0.0.0:42647 15/02/04 22:11:15 INFO util.Utils: Successfully started service 'HTTP file server' on port 42647. 15/02/04 22:11:16 INFO server.Server: jetty-8.y.z-SNAPSHOT 15/02/04 22:11:16 INFO server.AbstractConnector: Started SelectChannelConnector@0.0.0.0:4040 15/02/04 22:11:16 INFO util.Utils: Successfully started service 'SparkUI' on port 4040. 15/02/04 22:11:16 INFO ui.SparkUI: Started SparkUI at http://jifeng01.sohudo.com:4040 15/02/04 22:11:16 INFO executor.Executor: Using REPL class URI: http://10.5.4.54:57780 15/02/04 22:11:16 INFO util.AkkaUtils: Connecting to HeartbeatReceiver: akka.tcp://sparkDriver@jifeng01.sohudo.com:48769/user/HeartbeatReceiver 15/02/04 22:11:16 INFO netty.NettyBlockTransferService: Server created on 58669 15/02/04 22:11:16 INFO storage.BlockManagerMaster: Trying to register BlockManager 15/02/04 22:11:16 INFO storage.BlockManagerMasterActor: Registering block manager localhost:58669 with 265.4 MB RAM, BlockManagerId(<driver>, localhost, 58669) 15/02/04 22:11:16 INFO storage.BlockManagerMaster: Registered BlockManager 15/02/04 22:11:16 INFO repl.SparkILoop: Created spark context.. Spark context available as sc.scala>

6：Spark shell管理頁面

進(jìn)入后還可打開訪問web控制頁面，訪問http://jifeng01.sohudo.com:4040/

7：測試

輸入命令：

val file=sc.textFile("hdfs://jifeng01.sohudo.com:9000/user/jifeng/in/test1.txt")

讀取文件
val count=file.flatMap(line=>line.split(" ")).map(word=>(word,1)).reduceByKey(_+_)

統(tǒng)計單詞數(shù)量
count.collect()

collect命令提交并執(zhí)行job

8：查看執(zhí)行結(jié)果

9：退出shell

:quit

scala> :quit Stopping spark context. 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/stage/kill,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/static,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/executors/threadDump/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/executors/threadDump,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/executors/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/executors,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/environment/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/environment,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/storage/rdd/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/storage/rdd,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/storage/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/storage,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/pool/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/pool,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/stage/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/stage,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/stages,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/jobs/job/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/jobs/job,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/jobs/json,null} 15/02/04 22:28:51 INFO handler.ContextHandler: stopped o.e.j.s.ServletContextHandler{/jobs,null} 15/02/04 22:28:51 INFO ui.SparkUI: Stopped Spark web UI at http://jifeng01.sohudo.com:4040 15/02/04 22:28:51 INFO scheduler.DAGScheduler: Stopping DAGScheduler 15/02/04 22:28:52 INFO spark.MapOutputTrackerMasterActor: MapOutputTrackerActor stopped! 15/02/04 22:28:52 INFO storage.MemoryStore: MemoryStore cleared 15/02/04 22:28:52 INFO storage.BlockManager: BlockManager stopped 15/02/04 22:28:52 INFO storage.BlockManagerMaster: BlockManagerMaster stopped 15/02/04 22:28:52 INFO spark.SparkContext: Successfully stopped SparkContext 15/02/04 22:28:52 INFO remote.RemoteActorRefProvider$RemotingTerminator: Shutting down remote daemon. 15/02/04 22:28:52 INFO remote.RemoteActorRefProvider$RemotingTerminator: Remote daemon shut down; proceeding with flushing remote transports. 15/02/04 22:28:52 INFO remote.RemoteActorRefProvider$RemotingTerminator: Remoting shut down. [jifeng@jifeng01 bin]$
10：停止集群

sbin/stop-all.sh?

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