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Mac spark-shell Error initializing SparkContext

Tags:

apache-spark

I tried to start spark 1.6.0 (spark-1.6.0-bin-hadoop2.4) on Mac OS Yosemite 10.10.5 using

"./bin/spark-shell".  

It has the error below. I also tried to install different versions of Spark but all have the same error. This is the second time I'm running Spark. My previous run works fine.

log4j:WARN No appenders could be found for logger (org.apache.hadoop.metrics2.lib.MutableMetricsFactory). log4j:WARN Please initialize the log4j system properly. log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info. Using Spark's repl log4j profile: org/apache/spark/log4j-defaults-repl.properties To adjust logging level use sc.setLogLevel("INFO") Welcome to       ____              __      / __/__  ___ _____/ /__     _\ \/ _ \/ _ `/ __/  '_/    /___/ .__/\_,_/_/ /_/\_\   version 1.6.0       /_/  Using Scala version 2.10.5 (Java HotSpot(TM) 64-Bit Server VM, Java 1.7.0_79) Type in expressions to have them evaluated. Type :help for more information. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 WARN Utils: Service 'sparkDriver' could not bind on port 0. Attempting port 1. 16/01/04 13:49:40 ERROR SparkContext: Error initializing SparkContext. java.net.BindException: Can't assign requested address: Service 'sparkDriver' failed after 16 retries!     at sun.nio.ch.Net.bind0(Native Method)     at sun.nio.ch.Net.bind(Net.java:444)     at sun.nio.ch.Net.bind(Net.java:436)     at sun.nio.ch.ServerSocketChannelImpl.bind(ServerSocketChannelImpl.java:214)     at sun.nio.ch.ServerSocketAdaptor.bind(ServerSocketAdaptor.java:74)     at io.netty.channel.socket.nio.NioServerSocketChannel.doBind(NioServerSocketChannel.java:125)     at io.netty.channel.AbstractChannel$AbstractUnsafe.bind(AbstractChannel.java:485)     at io.netty.channel.DefaultChannelPipeline$HeadContext.bind(DefaultChannelPipeline.java:1089)     at io.netty.channel.AbstractChannelHandlerContext.invokeBind(AbstractChannelHandlerContext.java:430)     at io.netty.channel.AbstractChannelHandlerContext.bind(AbstractChannelHandlerContext.java:415)     at io.netty.channel.DefaultChannelPipeline.bind(DefaultChannelPipeline.java:903)     at io.netty.channel.AbstractChannel.bind(AbstractChannel.java:198)     at io.netty.bootstrap.AbstractBootstrap$2.run(AbstractBootstrap.java:348)     at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:357)     at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:357)     at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)     at java.lang.Thread.run(Thread.java:745) java.net.BindException: Can't assign requested address: Service 'sparkDriver' failed after 16 retries!     at sun.nio.ch.Net.bind0(Native Method)     at sun.nio.ch.Net.bind(Net.java:444)     at sun.nio.ch.Net.bind(Net.java:436)     at sun.nio.ch.ServerSocketChannelImpl.bind(ServerSocketChannelImpl.java:214)     at sun.nio.ch.ServerSocketAdaptor.bind(ServerSocketAdaptor.java:74)     at io.netty.channel.socket.nio.NioServerSocketChannel.doBind(NioServerSocketChannel.java:125)     at io.netty.channel.AbstractChannel$AbstractUnsafe.bind(AbstractChannel.java:485)     at io.netty.channel.DefaultChannelPipeline$HeadContext.bind(DefaultChannelPipeline.java:1089)     at io.netty.channel.AbstractChannelHandlerContext.invokeBind(AbstractChannelHandlerContext.java:430)     at io.netty.channel.AbstractChannelHandlerContext.bind(AbstractChannelHandlerContext.java:415)     at io.netty.channel.DefaultChannelPipeline.bind(DefaultChannelPipeline.java:903)     at io.netty.channel.AbstractChannel.bind(AbstractChannel.java:198)     at io.netty.bootstrap.AbstractBootstrap$2.run(AbstractBootstrap.java:348)     at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:357)     at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:357)     at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)     at java.lang.Thread.run(Thread.java:745)  java.lang.NullPointerException     at org.apache.spark.sql.SQLContext$.createListenerAndUI(SQLContext.scala:1367)     at org.apache.spark.sql.hive.HiveContext.<init>(HiveContext.scala:101)     at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)     at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:57)     at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)     at java.lang.reflect.Constructor.newInstance(Constructor.java:526)     at org.apache.spark.repl.SparkILoop.createSQLContext(SparkILoop.scala:1028)     at $iwC$$iwC.<init>(<console>:15)     at $iwC.<init>(<console>:24)     at <init>(<console>:26)     at .<init>(<console>:30)     at .<clinit>(<console>)     at .<init>(<console>:7)     at .<clinit>(<console>)     at $print(<console>)     at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)     at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)     at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)     at java.lang.reflect.Method.invoke(Method.java:606)     at org.apache.spark.repl.SparkIMain$ReadEvalPrint.call(SparkIMain.scala:1065)     at org.apache.spark.repl.SparkIMain$Request.loadAndRun(SparkIMain.scala:1346)     at org.apache.spark.repl.SparkIMain.loadAndRunReq$1(SparkIMain.scala:840)     at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:871)     at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:819)     at org.apache.spark.repl.SparkILoop.reallyInterpret$1(SparkILoop.scala:857)     at org.apache.spark.repl.SparkILoop.interpretStartingWith(SparkILoop.scala:902)     at org.apache.spark.repl.SparkILoop.command(SparkILoop.scala:814)     at org.apache.spark.repl.SparkILoopInit$$anonfun$initializeSpark$1.apply(SparkILoopInit.scala:132)     at org.apache.spark.repl.SparkILoopInit$$anonfun$initializeSpark$1.apply(SparkILoopInit.scala:124)     at org.apache.spark.repl.SparkIMain.beQuietDuring(SparkIMain.scala:324)     at org.apache.spark.repl.SparkILoopInit$class.initializeSpark(SparkILoopInit.scala:124)     at org.apache.spark.repl.SparkILoop.initializeSpark(SparkILoop.scala:64)     at org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1$$anonfun$apply$mcZ$sp$5.apply$mcV$sp(SparkILoop.scala:974)     at org.apache.spark.repl.SparkILoopInit$class.runThunks(SparkILoopInit.scala:159)     at org.apache.spark.repl.SparkILoop.runThunks(SparkILoop.scala:64)     at org.apache.spark.repl.SparkILoopInit$class.postInitialization(SparkILoopInit.scala:108)     at org.apache.spark.repl.SparkILoop.postInitialization(SparkILoop.scala:64)     at org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply$mcZ$sp(SparkILoop.scala:991)     at org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)     at org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)     at scala.tools.nsc.util.ScalaClassLoader$.savingContextLoader(ScalaClassLoader.scala:135)     at org.apache.spark.repl.SparkILoop.org$apache$spark$repl$SparkILoop$$process(SparkILoop.scala:945)     at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1059)     at org.apache.spark.repl.Main$.main(Main.scala:31)     at org.apache.spark.repl.Main.main(Main.scala)     at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)     at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)     at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)     at java.lang.reflect.Method.invoke(Method.java:606)     at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:731)     at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:181)     at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:206)     at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:121)     at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)  <console>:16: error: not found: value sqlContext          import sqlContext.implicits._                 ^ <console>:16: error: not found: value sqlContext          import sqlContext.sql 

Then I add

export SPARK_LOCAL_IP="127.0.0.1" 

to spark-env.sh, error changes to:

 ERROR : No route to host     java.net.ConnectException: No route to host         at java.net.Inet6AddressImpl.isReachable0(Native Method)         at java.net.Inet6AddressImpl.isReachable(Inet6AddressImpl.java:77)         at java.net.InetAddress.isReachable(InetAddress.java:475) ... <console>:10: error: not found: value sqlContext        import sqlContext.implicits._               ^ <console>:10: error: not found: value sqlContext        import sqlContext.sql 
like image 866
Jia Avatar asked Jan 04 '16 23:01

Jia


1 Answers

Following steps might help:

  1. Get your hostname by using "hostname" command.

  2. Make an entry in the /etc/hosts file for your hostname if not present as follows:

    127.0.0.1      your_hostname 

Hope this helps!!

like image 187
Gaurav Sharma Avatar answered Oct 04 '22 10:10

Gaurav Sharma