json – java.lang.NoSuchMethodError Jackson databind和Spark

我试图用Spark 1.1.0和Jackson 2.4.4运行spark-submit.我有 scala代码,它使用Jackson将 JSON反序列化为case类.它本身就可以正常工作,但是当我使用它时,我得到以下错误：

15/05/01 17:50:11 ERROR Executor: Exception in task 0.0 in stage 1.0 (TID 2)
java.lang.NoSuchMethodError: com.fasterxml.jackson.databind.introspect.POJOPropertyBuilder.addField(Lcom/fasterxml/jackson/databind/introspect/AnnotatedField;Lcom/fasterxml/jackson/databind/PropertyName;ZZZ)V
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector.com$fasterxml$jackson$module$scala$introspect$ScalaPropertiesCollector$$_addField(ScalaPropertiesCollector.scala:109)
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector$$anonfun$_addFields$2$$anonfun$apply$11.apply(ScalaPropertiesCollector.scala:100)
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector$$anonfun$_addFields$2$$anonfun$apply$11.apply(ScalaPropertiesCollector.scala:99)
    at scala.Option.foreach(Option.scala:236)
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector$$anonfun$_addFields$2.apply(ScalaPropertiesCollector.scala:99)
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector$$anonfun$_addFields$2.apply(ScalaPropertiesCollector.scala:93)
    at scala.collection.GenTraversableViewLike$Filtered$$anonfun$foreach$4.apply(GenTraversableViewLike.scala:109)
    at scala.collection.Iterator$class.foreach(Iterator.scala:727)
    at scala.collection.AbstractIterator.foreach(Iterator.scala:1157)
    at scala.collection.IterableLike$class.foreach(IterableLike.scala:72)
    at scala.collection.SeqLike$$anon$2.foreach(SeqLike.scala:635)
    at scala.collection.GenTraversableViewLike$Filtered$class.foreach(GenTraversableViewLike.scala:108)
    at scala.collection.SeqViewLike$$anon$5.foreach(SeqViewLike.scala:80)
    at com.fasterxml.jackson.module.scala.introspect.ScalaPropertiesCollector._addFields(ScalaPropertiesCollector.scala:93)

这是我的build.sbt：

//scalaVersion in ThisBuild := "2.11.4"
scalaVersion in ThisBuild := "2.10.5"

retrieveManaged := true

libraryDependencies += "org.scala-lang" % "scala-reflect" % scalaVersion.value

libraryDependencies ++= Seq(
  "junit" % "junit" % "4.12" % "test","org.scalatest" %% "scalatest" % "2.2.4" % "test","org.mockito" % "mockito-core" % "1.9.5","org.specs2" %% "specs2" % "2.1.1" % "test","org.scalatest" %% "scalatest" % "2.2.4" % "test"
)

libraryDependencies ++= Seq(
  "org.apache.hadoop" % "hadoop-core" % "0.20.2","org.apache.hbase" % "hbase" % "0.94.6"
)

//libraryDependencies += "org.apache.spark" % "spark-core_2.10" % "1.3.0"
libraryDependencies += "org.apache.spark" % "spark-core_2.10" % "1.1.0"


libraryDependencies += "com.fasterxml.jackson.module" %% "jackson-module-scala" % "2.4.4"
//libraryDependencies += "com.fasterxml.jackson.module" %% "jackson-module-scala" % "2.3.1"
//libraryDependencies += "com.fasterxml.jackson.module" %% "jackson-module-scala" % "2.5.0"

libraryDependencies += "com.typesafe" % "config" % "1.2.1"

resolvers += Resolver.mavenLocal

如你所见,我尝试了许多不同版本的杰克逊.

这是我用来运行spark submit的shell脚本：

#!/bin/bash
sbt package

CLASS=com.org.test.spark.test.SparkTest

SPARKDIR=/Users/user/Desktop/
#SPARKVERSION=1.3.0
SPARKVERSION=1.1.0
SPARK="$SPARKDIR/spark-$SPARKVERSION/bin/spark-submit"

jar_jackson=/Users/user/scala_projects/lib_managed/bundles/com.fasterxml.jackson.module/jackson-module-scala_2.10/jackson-module-scala_2.10-2.4.4.jar

"$SPARK" \
  --class "$CLASS" \
  --jars $jar_jackson \
  --master local[4] \
  /Users/user/scala_projects/target/scala-2.10/spark_project_2.10-0.1-SNAPSHOT.jar \
  print /Users/user/test.json

我使用–jars到jackson jar的路径到spark-submit命令.我甚至尝试过不同版本的Spark.我甚至还指定了Jackson jars数据绑定,注释等的路径,但这并没有解决问题.任何帮助,将不胜感激.谢谢

解决方法

我有同样的问题,我的play-json jar使用jackson 2.3.2并且spark使用的是jackson 2.4.4.
当我运行spark应用程序时,它无法在jackson-2.3.2中找到该方法,我得到了相同的异常.

我检查了杰克逊的maven依赖层次结构.它显示了它所使用的版本以及哪个jar(这里播放使用2.3.2)和我的play-json首先放在依赖列表中,它花了2.3.2版本.

所以我尝试将游戏依赖项放在所有依赖项/火花依赖项之后,它运行得很好.这次花了2.4.4,省略了版本2.3.2.

Source：

Note that if two dependency versions are at the same depth in the dependency tree,until Maven 2.0.8 it was not defined which one would win,but since Maven 2.0.9 it’s the order in the declaration that counts: the first declaration wins.