我试图在远程集群上运行我的Spark应用程序,我收到序列化错误 . Scala和Spark版本是一样的 . 我陷入了困境 .
集群上的spark-shell -version:
root@a913008dd071:/usr/local/spark-2.1.1# ./bin/spark-submit --version
Welcome to
____ __
/ __/__ ___ _____/ /__
_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/\_,_/_/ /_/\_\ version 2.1.1
/_/
Using Scala version 2.11.8, OpenJDK 64-Bit Server VM, 1.8.0_131
Branch
Compiled by user jenkins on 2017-04-25T23:51:10Z
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Type --help for more information.
build.sbt
import sbt.ExclusionRule
name := "hxfa"
version := "1.0"
scalaVersion := "2.11.8"
val elasticVersion = "5.4.1"
resolvers += "Spark Packages" at "https://dl.bintray.com/spark-packages/maven/"
resolvers += "Additional spark packages" at "https://dl.bintray.com/sbcd90/org.apache.spark"
resolvers += "Apache HBase" at "https://repository.apache.org/content/repositories/releases"
resolvers += "Thrift" at "http://people.apache.org/~rawson/repo/"
resolvers += "Spring Plugins" at "http://repo.spring.io/plugins-release/"
/* Dependencies */
libraryDependencies ++= Seq(
// Framework and configuration
"org.springframework.boot" % "spring-boot-starter-web" % "1.5.4.RELEASE",
"org.hibernate" % "hibernate-validator" % "5.2.4.Final",
/* Serializations */
"com.fasterxml.jackson.core" % "jackson-core" % "2.8.7",
"com.fasterxml.jackson.core" % "jackson-databind" % "2.8.7",
"com.fasterxml.jackson.module" % "jackson-module-scala_2.11" % "2.8.7",
"com.esotericsoftware" % "kryo" % "4.0.0",
// Spark and utilities
"org.apache.spark" %% "spark-core" % "2.1.0",
"org.apache.spark" %% "spark-sql" % "2.1.0" ,
"org.apache.spark" %% "spark-mllib" % "2.1.0" ,
"graphframes" % "graphframes" % "0.5.0-spark2.1-s_2.11",
// Spark connectors
"org.elasticsearch" % "elasticsearch-spark-20_2.11" % elasticVersion,
"org.mongodb.spark" % "mongo-spark-connector_2.11" % "2.0.0",
//JDBC
"mysql" % "mysql-connector-java" % "5.1.35",
// HBase
"org.apache.hbase" % "hbase" % "1.2.4",
"org.apache.hbase" % "hbase-client" % "1.2.4",
"org.apache.hbase" % "hbase-common" % "1.2.4",
// OrientDB
"com.orientechnologies" % "orientdb-graphdb" % "2.2.20"
).map(_.excludeAll(ExclusionRule("org.slf4j", "slf4j-log4j12"), ExclusionRule("log4j", "log4j")))
libraryDependencies ++= Seq(
"org.apache.hbase" % "hbase-server" % "1.2.4"
).map(_.excludeAll(
ExclusionRule("com.sun.jersey", "jersey-server"),
ExclusionRule("tomcat"),
ExclusionRule("log4j", "log4j")
))
/* Assembly */
mainClass in assembly := Some("com.x.x.hello.app.HX")
assemblyOption in assembly := (assemblyOption in assembly).value.copy(includeScala = false, includeDependency = false)
assemblyMergeStrategy in assembly := {
case PathList("META-INF", xs@_*) => MergeStrategy.discard
case x => MergeStrategy.first
}
堆栈跟踪:
java.io.InvalidClassException:org.apache.spark.unsafe.types.UTF8String;本地类不兼容:stream classdesc serialVersionUID = -2992553500466442037,本地类serialVersionUID = -5670082246090726217 at java.io.ObjectStreamClass.initNonProxy(ObjectStreamClass.java:616)~ [na:1.8.0_45] at java.io.ObjectInputStream.readNonProxyDesc(ObjectInputStream .java:1843)〜[na:1.8.0_45] at java.io.ObjectInputStream.readClassDesc(ObjectInputStream.java:1713)〜[na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2000 )〜[na:1.8.0_45] java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45] at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)~ [na :1.8.0_45]在java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8.0_45] java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45 java.io.ObjectInputStream.readObject(ObjectInputStream.java:422)〜的java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45]〜 [na:1.8.0_45] at scala.collection.immutable.List $ SerializationProxy.readObject(List.scala:479)〜[scala-library-2.11.8.jar:1.0.0-M1] at sun.reflect.GeneratedMethodAccessor4 .invoke(未知来源)〜[na:na] at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)〜[na:1.8.0_45] at java.lang.reflect.Method.invoke(Method.java: 498)〜[na:1.8.0_45] at java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass.java:1058)〜[na:1.8.0_45] at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2136)~ [ NA:1.8.0_45]在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[NA:1.8.0_45]在java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[NA:1.8 . 0_45]在java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8.0_45] java .io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45] at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] at java.io .ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] at java.io.ObjectInputStream.readObject0 (ObjectInputStream.java:1535)〜[NA:1.8.0_45]在java.io.ObjectInputStream.readObject(ObjectInputStream.java:422)〜[NA:1.8.0_45]在scala.collection.immutable.List $ SerializationProxy.readObject (List.scala:479)〜[阶库-2.11.8.jar:1.0.0-M1]在sun.reflect.GeneratedMethodAccessor4.invoke(未知来源)〜[NA:NA]在sun.reflect.DelegatingMethodAccessorImpl . 调用(DelegatingMethodAccessorImpl.java:43)〜[NA:1.8.0_45]在java.lang.reflect.Method.invoke(Method.java:498)〜[NA:1.8.0_45]在java.io.ObjectStreamClass.invokeReadObject( java.io.ObjectInputSt中的ObjectStreamClass.java:1058)~ [na:1.8.0_45] ream.readSerialData(ObjectInputStream.java:2136)~ [na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] at java.io.ObjectInputStream.readObject0( java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:)中java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45]的ObjectInputStream.java:1535)~ [na:1.8.0_45]: 2169)〜[NA:1.8.0_45]在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[NA:1.8.0_45]在java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[ na:1.8.0_45]在java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8 . 0_45]在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[NA:1.8.0_45]在java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[NA:1.8.0_45]在java的.io.ObjectInputStream.defaultReadFields( ObjectInputStream.java:2245)~ [na:1.8.0_45] atjava.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8.0_45] java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] at java.io. java.io.ObjectInputStream.readSerialData(java.io.ObjectInputStream.readSerialData) java.io.ObjectInputStream.readObject0(ObjectInputStream.java:)中的java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45]中的ObjectInputStream.java:2169)~ [na:1.8.0_45]: 1535)〜[na:1.8.0_45] at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)~ [ na:1.8.0_45]在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8 . 0_45]在java.io.ObjectInputStre am.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)~ [na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject( java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java)中java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45]的ObjectInputStream.java:2027)~ [na:1.8.0_45]:在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[ na:1.8.0_45]在java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45] java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8 . 0_45] java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8.0_45] java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] java .io.ObjectInputStream.readObject0(OB jectInputStream.java:1535)~ [na:1.8.0_45] at java.io.ObjectInputStream.readObject(ObjectInputStream.java:422)〜[na:1.8.0_45] at scala.collection.immutable.List $ SerializationProxy.readObject( List.scala:479)〜[scala-library-2.11.8.jar:1.0.0-M1] at sun.reflect.GeneratedMethodAccessor4.invoke(Unknown Source)〜[na:na] at sun.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)〜[na:1.8.0_45]在java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass)java.lang.reflect.Method.invoke(Method.java:498)〜[na:1.8.0_45] .java:1058)〜[na:1.8.0_45] at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2136)~ [na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027 )〜[na:1.8.0_45] java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45] at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)~ [na :1.8.0_45] at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2 169)〜[na:1.8.0_45] at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)~ [ na:1.8.0_45]在java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2245)〜[na:1.8.0_45] java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)〜[na:1.8 . 0_45]在java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2027)〜[na:1.8.0_45] java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)〜[na:1.8.0_45] java orio.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75)〜[spark-core_2.11-2.1 . 0.jar:2.1.0]在org.apache的org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114)〜[spark-core_2.11-2.1.0.jar:2.1.0] . spark.scheduler.ResultTask.runTask(ResultTask.scala:80)〜[spark-core_2.11-2.1.0.jar:2.1.0] at o org.apache.spark.executor.Executor上的rg.apache.spark.scheduler.Task.run(Task.scala:99)〜[spark-core_2.11-2.1.0.jar:2.1.0] $ TaskRunner.run (Executor.scala:322)〜[spark-core_2.11-2.1.0.jar:2.1.0] java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)〜[na:1.8.0_45] at java.util.concurrent.ThreadPoolExecutor $ Worker.run(ThreadPoolExecutor.java:617)〜[na:1.8.0_45] at java.lang.Thread.run(Thread.java:748)~ [na:1.8.0_45]
1 回答
spark-submit --version显示火花和scala版本的软件包而不是你的系统,而你的sbt正在使用系统的scala版本 . 所以
请更换
至
如果它没有帮助,请使用您的系统scala版本更新您的问题,如何提交应用程序以及您的远程计算机的scala和spark版本 .