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  1. Spark
  2. SPARK-4267

Failing to launch jobs on Spark on YARN with Hadoop 2.5.0 or later

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Details

    • Bug
    • Status: Closed
    • Blocker
    • Resolution: Fixed
    • None
    • 1.2.2, 1.3.0
    • YARN
    • None

    Description

      Currently we're trying Spark on YARN included in Hadoop 2.5.1. Hadoop 2.5 uses protobuf 2.5.0 so I compiled with protobuf 2.5.1 like this:

       ./make-distribution.sh --name spark-1.1.1 --tgz -Pyarn -Dhadoop.version=2.5.1 -Dprotobuf.version=2.5.0
      

      Then Spark on YARN fails to launch jobs with NPE.

      $ bin/spark-shell --master yarn-client
      scala>     sc.textFile("hdfs:///user/ozawa/wordcountInput20G").flatMap(line => line.split(" ")).map(word => (word, 1)).persist().reduceByKey((a, b) => a + b, 16).saveAsTextFile("hdfs:///user/ozawa/sparkWordcountOutNew2");
      java.lang.NullPointerException                                                                                                                                                                                                                                
              at org.apache.spark.SparkContext.defaultParallelism(SparkContext.scala:1284)
              at org.apache.spark.SparkContext.defaultMinPartitions(SparkContext.scala:1291)                                                                                                                                                                        
              at org.apache.spark.SparkContext.textFile$default$2(SparkContext.scala:480)
              at $iwC$$iwC$$iwC$$iwC.<init>(<console>:13)                                                                                                                                                                                                           
              at $iwC$$iwC$$iwC.<init>(<console>:18)
              at $iwC$$iwC.<init>(<console>:20)                                                                                                                                                                                                                     
              at $iwC.<init>(<console>:22)
              at <init>(<console>:24)                                                                                                                                                                                                                               
              at .<init>(<console>:28)
              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:789)                                                                                                                                                                          
              at org.apache.spark.repl.SparkIMain$Request.loadAndRun(SparkIMain.scala:1062)
              at org.apache.spark.repl.SparkIMain.loadAndRunReq$1(SparkIMain.scala:615)                                                                                                                                                                             
              at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:646)
              at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:610)                                                                                                                                                                                   
              at org.apache.spark.repl.SparkILoop.reallyInterpret$1(SparkILoop.scala:823)
              at org.apache.spark.repl.SparkILoop.interpretStartingWith(SparkILoop.scala:868)                                                                                                                                                                       
              at org.apache.spark.repl.SparkILoop.command(SparkILoop.scala:780)
              at org.apache.spark.repl.SparkILoop.processLine$1(SparkILoop.scala:625)                                                                                                                                                                               
              at org.apache.spark.repl.SparkILoop.innerLoop$1(SparkILoop.scala:633)
              at org.apache.spark.repl.SparkILoop.loop(SparkILoop.scala:638)                                                                                                                                                                                        
              at org.apache.spark.repl.SparkILoop$$anonfun$process$1.apply$mcZ$sp(SparkILoop.scala:963)
              at org.apache.spark.repl.SparkILoop$$anonfun$process$1.apply(SparkILoop.scala:911)                                                                                                                                                                    
              at org.apache.spark.repl.SparkILoop$$anonfun$process$1.apply(SparkILoop.scala:911)
              at scala.tools.nsc.util.ScalaClassLoader$.savingContextLoader(ScalaClassLoader.scala:135)                                                                                                                                                             
              at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:911)
              at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1006)                                                                                                                                                                                    
              at org.apache.spark.repl.Main$.main(Main.scala:31)
              at org.apache.spark.repl.Main.main(Main.scala)                                                                                                                                                                                                        
              at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
              at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)                                                                                                                                                                      
              at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
              at java.lang.reflect.Method.invoke(Method.java:606)                                                                                                                                                                                                   
              at org.apache.spark.deploy.SparkSubmit$.launch(SparkSubmit.scala:329)
              at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:75)                                                                                                                                                                                    
              at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
      

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            srowen Sean R. Owen
            ozawa Tsuyoshi Ozawa
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            Dates

              Created:
              Updated:
              Resolved: