错误原因:

每一个Spark任务都会占用一个SparkUI端口,默认为4040,如果被占用则依次递增端口重试。但是有个默认重试次数,为16次。16次重试都失败后,会放弃该任务的运行。
参考:
http://blog.csdn.net/a921122/article/details/45095845

解决办法

根据提示,可以在命令行通过配置,增加尝试的次数,具体来说:
/data/hadoop/spark-1.6.0/bin/spark-shell –conf spark.port.maxRetries=100

参考:
http://blog.javachen.com/2015/06/07/spark-configuration.html?utm_source=tuicool&utm_medium=referral

报错信息

17/05/17 11:05:45 ERROR SparkUI: Failed to bind SparkUI
java.net.BindException: Address already in use: Service ‘SparkUI’ failed after 16 retries! Consider explicitly setting the appropriate port for the service ‘SparkUI’ (for example spark.ui.port for SparkUI) to an available port or increasing spark.port.maxRetries.
at sun.nio.ch.Net.bind0(Native Method)
at sun.nio.ch.Net.bind(Net.java:433)
at sun.nio.ch.Net.bind(Net.java:425)
at sun.nio.ch.ServerSocketChannelImpl.bind(ServerSocketChannelImpl.java:223)
at sun.nio.ch.ServerSocketAdaptor.bind(ServerSocketAdaptor.java:74)
at org.spark-project.jetty.server.nio.SelectChannelConnector.open(SelectChannelConnector.java:187)
at org.spark-project.jetty.server.AbstractConnector.doStart(AbstractConnector.java:316)
at org.spark-project.jetty.server.nio.SelectChannelConnector.doStart(SelectChannelConnector.java:265)
at org.spark-project.jetty.util.component.AbstractLifeCycle.start(AbstractLifeCycle.java:64)
at org.spark-project.jetty.server.Server.doStart(Server.java:293)
at org.spark-project.jetty.util.component.AbstractLifeCycle.start(AbstractLifeCycle.java:64)
at org.apache.spark.ui.JettyUtils .org <script type="math/tex" id="MathJax-Element-819">.org</script>apache spark <script type="math/tex" id="MathJax-Element-820">spark</script>ui JettyUtils <script type="math/tex" id="MathJax-Element-821">JettyUtils</script> connect <script type="math/tex" id="MathJax-Element-822">connect</script>1(JettyUtils.scala:252)
at org.apache.spark.ui.JettyUtils

anonfun$5.apply(JettyUtils.scala:262)atorg.apache.spark.ui.JettyUtils
<script type="math/tex; mode=display" id="MathJax-Element-823">anonfun$5.apply(JettyUtils.scala:262) at org.apache.spark.ui.JettyUtils</script>anonfun 5.apply(JettyUtils.scala:262)atorg.apache.spark.util.Utils <script type="math/tex" id="MathJax-Element-824">5.apply(JettyUtils.scala:262) at org.apache.spark.util.Utils</script> anonfun <script type="math/tex" id="MathJax-Element-825">anonfun</script>startServiceOnPort 1.apply <script type="math/tex" id="MathJax-Element-826">1.apply</script>mcVI sp(Utils.scala:2062)atscala.collection.immutable.Range.foreach <script type="math/tex" id="MathJax-Element-827">sp(Utils.scala:2062) at scala.collection.immutable.Range.foreach</script>mVc sp(Range.scala:141)atorg.apache.spark.util.Utils <script type="math/tex" id="MathJax-Element-828">sp(Range.scala:141) at org.apache.spark.util.Utils</script>.startServiceOnPort(Utils.scala:2053) at org.apache.spark.ui.JettyUtils .startJettyServer(JettyUtils.scala:262)atorg.apache.spark.ui.WebUI.bind(WebUI.scala:136)atorg.apache.spark.SparkContext <script type="math/tex" id="MathJax-Element-829">.startJettyServer(JettyUtils.scala:262) at org.apache.spark.ui.WebUI.bind(WebUI.scala:136) at org.apache.spark.SparkContext</script> anonfun <script type="math/tex" id="MathJax-Element-830">anonfun</script>13.apply(SparkContext.scala:481)
at org.apache.spark.SparkContext
anonfun$13.apply(SparkContext.scala:481)atscala.Option.foreach(Option.scala:236)atorg.apache.spark.SparkContext.<init>(SparkContext.scala:481)atorg.apache.spark.repl.SparkILoop.createSparkContext(SparkILoop.scala:1017)at$line3.$read
<script type="math/tex; mode=display" id="MathJax-Element-831">anonfun$13.apply(SparkContext.scala:481) at scala.Option.foreach(Option.scala:236) at org.apache.spark.SparkContext.(SparkContext.scala:481) at org.apache.spark.repl.SparkILoop.createSparkContext(SparkILoop.scala:1017) at $line3.$read</script>iwC
iwC.<init>(<console>:15)at$line3.$read
<script type="math/tex; mode=display" id="MathJax-Element-832">iwC.(:15) at $line3.$read</script>iwC.(:24)
at line3. <script type="math/tex" id="MathJax-Element-833">line3.</script>read.(:26)
at line3. <script type="math/tex" id="MathJax-Element-834">line3.</script>read .(:30)at <script type="math/tex" id="MathJax-Element-835">.(:30) at </script>line3. read <script type="math/tex" id="MathJax-Element-836">read</script>.()
at line3. <script type="math/tex" id="MathJax-Element-837">line3.</script>eval .(:7)at <script type="math/tex" id="MathJax-Element-838">.(:7) at </script>line3. eval <script type="math/tex" id="MathJax-Element-839">eval</script>.()
at line3. <script type="math/tex" id="MathJax-Element-840">line3.</script>eval. print()atsun.reflect.NativeMethodAccessorImpl.invoke0(NativeMethod)atsun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)atsun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)atjava.lang.reflect.Method.invoke(Method.java:498)atorg.apache.spark.repl.SparkIMain <script type="math/tex" id="MathJax-Element-841">print() at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at org.apache.spark.repl.SparkIMain</script>ReadEvalPrint.call(SparkIMain.scala:1065)
at org.apache.spark.repl.SparkIMain Request.loadAndRun(SparkIMain.scala:1346)atorg.apache.spark.repl.SparkIMain.loadAndRunReq <script type="math/tex" id="MathJax-Element-842">Request.loadAndRun(SparkIMain.scala:1346) at org.apache.spark.repl.SparkIMain.loadAndRunReq</script>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)atorg.apache.spark.repl.SparkILoop.interpretStartingWith(SparkILoop.scala:902)atorg.apache.spark.repl.SparkILoop.command(SparkILoop.scala:814)atorg.apache.spark.repl.SparkILoopInit <script type="math/tex" id="MathJax-Element-843">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</script> anonfun <script type="math/tex" id="MathJax-Element-844">anonfun</script>initializeSpark 1.apply(SparkILoopInit.scala:125)atorg.apache.spark.repl.SparkILoopInit <script type="math/tex" id="MathJax-Element-845">1.apply(SparkILoopInit.scala:125) at org.apache.spark.repl.SparkILoopInit</script> anonfun <script type="math/tex" id="MathJax-Element-846">anonfun</script>initializeSpark 1.apply(SparkILoopInit.scala:124)atorg.apache.spark.repl.SparkIMain.beQuietDuring(SparkIMain.scala:324)atorg.apache.spark.repl.SparkILoopInit <script type="math/tex" id="MathJax-Element-847">1.apply(SparkILoopInit.scala:124) at org.apache.spark.repl.SparkIMain.beQuietDuring(SparkIMain.scala:324) at org.apache.spark.repl.SparkILoopInit</script>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$SparkILoop
<script type="math/tex; mode=display" id="MathJax-Element-848">anonfun$org$apache$spark$repl$SparkILoop</script>process 1 <script type="math/tex" id="MathJax-Element-849">1</script>anonfun<script type="math/tex" id="MathJax-Element-850">anonfun</script>apply mcZ <script type="math/tex" id="MathJax-Element-851">mcZ</script>sp 5.apply <script type="math/tex" id="MathJax-Element-852">5.apply</script>mcV sp(SparkILoop.scala:974)atorg.apache.spark.repl.SparkILoopInit <script type="math/tex" id="MathJax-Element-853">sp(SparkILoop.scala:974) at org.apache.spark.repl.SparkILoopInit</script>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)atorg.apache.spark.repl.SparkILoop.postInitialization(SparkILoop.scala:64)atorg.apache.spark.repl.SparkILoop <script type="math/tex" id="MathJax-Element-854">class.postInitialization(SparkILoopInit.scala:108) at org.apache.spark.repl.SparkILoop.postInitialization(SparkILoop.scala:64) at org.apache.spark.repl.SparkILoop</script> anonfun <script type="math/tex" id="MathJax-Element-855">anonfun</script>org apache <script type="math/tex" id="MathJax-Element-856">apache</script>spark repl <script type="math/tex" id="MathJax-Element-857">repl</script>SparkILoop
process$1.apply$mcZ$sp(SparkILoop.scala:991)atorg.apache.spark.repl.SparkILoop
<script type="math/tex; mode=display" id="MathJax-Element-858">process$1.apply$mcZ$sp(SparkILoop.scala:991) at org.apache.spark.repl.SparkILoop</script>anonfun org <script type="math/tex" id="MathJax-Element-859">org</script>apache spark <script type="math/tex" id="MathJax-Element-860">spark</script>repl SparkILoop <script type="math/tex" id="MathJax-Element-861">SparkILoop</script> process <script type="math/tex" id="MathJax-Element-862">process</script>1.apply(SparkILoop.scala:945)
at org.apache.spark.repl.SparkILoop
anonfun$org$apache$spark$repl$SparkILoop
<script type="math/tex; mode=display" id="MathJax-Element-863">anonfun$org$apache$spark$repl$SparkILoop</script>process 1.apply(SparkILoop.scala:945)atscala.tools.nsc.util.ScalaClassLoader <script type="math/tex" id="MathJax-Element-864">1.apply(SparkILoop.scala:945) at scala.tools.nsc.util.ScalaClassLoader</script>.savingContextLoader(ScalaClassLoader.scala:135)
at org.apache.spark.repl.SparkILoop.org apache <script type="math/tex" id="MathJax-Element-865">apache</script>spark repl <script type="math/tex" id="MathJax-Element-866">repl</script>SparkILoop
process(SparkILoop.scala:945)atorg.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1059)atorg.apache.spark.repl.Main$.main(Main.scala:31)atorg.apache.spark.repl.Main.main(Main.scala)atsun.reflect.NativeMethodAccessorImpl.invoke0(NativeMethod)atsun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)atsun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)atjava.lang.reflect.Method.invoke(Method.java:498)atorg.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit
<script type="math/tex; mode=display" id="MathJax-Element-867">process(SparkILoop.scala:945) at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1059) at org.apache.spark.repl.Main$.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:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit</script>runMain(SparkSubmit.scala:731)
at org.apache.spark.deploy.SparkSubmit .doRunMain <script type="math/tex" id="MathJax-Element-868">.doRunMain</script>1(SparkSubmit.scala:181)
at org.apache.spark.deploy.SparkSubmit .submit(SparkSubmit.scala:206)atorg.apache.spark.deploy.SparkSubmit <script type="math/tex" id="MathJax-Element-869">.submit(SparkSubmit.scala:206) at org.apache.spark.deploy.SparkSubmit</script>.main(SparkSubmit.scala:121)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)

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