运行spark submit的问题:java.lang.nosuchmethoderror:com.couchbase.spark.streaming.mutation.key()

wydwbb8l  于 2021-07-14  发布在  Java
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这个问题在这里已经有答案了

解决apachespark中的依赖性问题(7个答案)
两年前关门了。
我有下面的scala代码,正在使用sbt编译和运行这个。sbt运行正常。

import org.apache.spark.SparkConf
import org.apache.spark.streaming.{StreamingContext, Seconds}
import com.couchbase.spark.streaming._

object StreamingExample {

  def main(args: Array[String]): Unit = {

    // Create the Spark Config and instruct to use the travel-sample bucket
    // with no password.
    val conf = new SparkConf()
      .setMaster("local[*]")
      .setAppName("StreamingExample")
      .set("com.couchbase.bucket.travel-sample", "")

    // Initialize StreamingContext with a Batch interval of 5 seconds
    val ssc = new StreamingContext(conf, Seconds(5))

    // Consume the DCP Stream from the beginning and never stop.
    // This counts the messages per interval and prints their count.
    ssc
      .couchbaseStream(from = FromBeginning, to = ToInfinity)
        .foreachRDD(rdd => {
          rdd.foreach(message => {
            //println(message.getClass());
            message.getClass();
            if(message.isInstanceOf[Mutation]) {
              val document = message.asInstanceOf[Mutation].key.map(_.toChar).mkString
              println("mutated: " +  document);
            } else if( message.isInstanceOf[Deletion]) {
              val document = message.asInstanceOf[Deletion].key.map(_.toChar).mkString
              println("deleted: " + document);
            }
          })
        })

    // Start the Stream and await termination
    ssc.start()
    ssc.awaitTermination()
  }
}

但当作为如下spark作业运行时,这将失败:spark submit--class“streamingexample”--master“local[*]”target/scala-2.11/spark-samples\u 2.11-1.0.jar
错误是java.lang.nosuchmethoderror:com.couchbase.spark.streaming.mutation.key()
以下是my build.sbt

lazy val root = (project in file(".")).
  settings(
    name := "spark-samples",
    version := "1.0",
    scalaVersion := "2.11.12",
    mainClass in Compile := Some("StreamingExample")        
  )

libraryDependencies ++= Seq(
  "org.apache.spark" %% "spark-core" % "2.4.0",
  "org.apache.spark" %% "spark-streaming" % "2.4.0",
  "org.apache.spark" %% "spark-sql" % "2.4.0",
  "com.couchbase.client" %% "spark-connector" % "2.2.0"
)

// META-INF discarding
assemblyMergeStrategy in assembly := {
       case PathList("META-INF", xs @ _*) => MergeStrategy.discard
       case x => MergeStrategy.first
   }

在我的机器上运行的spark版本是2.4.0,使用scala2.11.12。
观察:
我在spark jar(/usr/local/cellar/apache spark/2.4.0/libexec/jars)中没有看到com.couchbase.client\u spark-connector\u 2.11-2.2.0,但是存在旧版本的com.couchbase.client\u spark-connector\u 2.10-1.2.0.jar。
为什么spark submit不起作用?
sbt是如何运行的?它在哪里下载依赖项?

wtzytmuj

wtzytmuj1#

请确保sbt使用的scala版本和spark连接器库版本与spark安装相同。
当我试图在我的系统上运行一个示例flink作业时,我遇到了类似的问题。它是由版本不匹配引起的。

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