java.lang.NoSuchMethodError: akka.actor.ActorCell.addFunctionRef [英] java.lang.NoSuchMethodError: akka.actor.ActorCell.addFunctionRef
问题描述
我正在尝试设置一个简单的 akka-http 2.4.2 项目来测试它,但我没有这样做.
I am trying to setup a simple akka-http 2.4.2 project to test it out, but I am failing to do so.
我的built.sbt:
My built.sbt:
import NativePackagerHelper._
lazy val akkaVersion = "2.4.2"
lazy val root = (project in file(".")).
settings(
name := "akkTest",
version := "0.1",
scalaVersion := "2.11.7")
libraryDependencies ++= Seq(
"com.typesafe.akka" %% "akka-actor" % akkaVersion,
"com.typesafe.akka" %% "akka-http-spray-json-experimental" % akkaVersion
)
enablePlugins(JavaServerAppPackaging)
我在 Main.scala 中的代码片段
my code snippet in Main.scala
import akka.http.scaladsl.Http
import akka.stream.ActorMaterializer
import akka.stream.scaladsl._
import akka.actor.ActorSystem
object Main extends App {
implicit val system = ActorSystem()
implicit val materializer = ActorMaterializer()
implicit val ec = system.dispatcher
val serverSource =
Http().bind(interface = "localhost", port = 8080)
val bindingFuture =
serverSource.to(Sink.foreach { connection => // foreach materializes the source
println("Accepted new connection from " + connection.remoteAddress)
}).run()
}
执行时抛出的错误:
Uncaught error from thread [default-akka.actor.default-dispatcher-2] shutting down JVM since 'akka.jvm-exit-on-fatal-error' is enabled for ActorSystem[default]
java.lang.NoSuchMethodError: akka.actor.ActorCell.addFunctionRef(Lscala/Function2;)Lakka/actor/FunctionRef;
at akka.stream.stage.GraphStageLogic$StageActor.<init>(GraphStage.scala:143)
at akka.stream.stage.GraphStageLogic.getStageActor(GraphStage.scala:904)
at akka.stream.impl.io.ConnectionSourceStage$$anon$1.preStart(TcpStages.scala:56)
at akka.stream.impl.fusing.GraphInterpreter.init(GraphInterpreter.scala:468)
at akka.stream.impl.fusing.GraphInterpreterShell.init(ActorGraphInterpreter.scala:363)
at akka.stream.impl.fusing.ActorGraphInterpreter.tryInit(ActorGraphInterpreter.scala:502)
at akka.stream.impl.fusing.ActorGraphInterpreter.preStart(ActorGraphInterpreter.scala:539)
at akka.actor.Actor$class.aroundPreStart(Actor.scala:472)
at akka.stream.impl.fusing.ActorGraphInterpreter.aroundPreStart(ActorGraphInterpreter.scala:493)
at akka.actor.ActorCell.create(ActorCell.scala:580)
at akka.actor.ActorCell.invokeAll$1(ActorCell.scala:456)
at akka.actor.ActorCell.systemInvoke(ActorCell.scala:478)
at akka.dispatch.Mailbox.processAllSystemMessages(Mailbox.scala:279)
at akka.dispatch.Mailbox.run(Mailbox.scala:220)
at akka.dispatch.Mailbox.exec(Mailbox.scala:231)
at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
这一定与我的环境有关,但我不知道如何跟踪该问题.我正在使用 jdk 1.8u71
This must be something on my environment but I dont know how to track the issue. I am using jdk 1.8u71
[info] Done updating.
[info] Including from cache: ssl-config-akka_2.11-0.1.3.jar
[info] Including from cache: reactive-streams-1.0.0.jar
[info] Including from cache: akka-http-spray-json-experimental_2.11-2.4.2.jar
[info] Including from cache: config-1.3.0.jar
[info] Including from cache: spray-json_2.11-1.3.2.jar
[info] Including from cache: ssl-config-core_2.11-0.1.3.jar
[info] Including from cache: scala-parser-combinators_2.11-1.0.4.jar
[info] Including from cache: scala-java8-compat_2.11-0.7.0.jar
[info] Including from cache: akka-parsing_2.11-2.4.2.jar
[info] Including from cache: akka-http-experimental_2.11-2.4.2.jar
[info] Including from cache: akka-actor_2.11-2.4.2.jar
[info] Including from cache: akka-http-core_2.11-2.4.2.jar
[info] Including from cache: akka-stream_2.11-2.4.2.jar
[info] Including from cache: scala-library-2.11.7.jar
请记住,我只指向相同 akka 版本的依赖项
Take in mind I only point to dependencies of the same akka version
这个程序在使用 sbt run 时运行良好,但在使用我自己的 Scala 启动器的组装 jar 时失败
This program works fine when using sbt run but fails when using the assembled jar with my own scala launcher
推荐答案
问题是 Spark 内部使用了 Akka.只要您将 Spark 作业作为自包含应用程序运行(例如 sbt run
),这就不成问题,因为将使用您自己的 Akka 版本.然而,一旦您使用 spark-submit
将应用程序提交到集群,事情就会发生变化.然后,Spark 类加载器将选择 Akka 的内部版本,而不是捆绑在您的 sparkJob.jar
中的 Akka 实现.因此,上面的 NoSuchMethodError
来自 akka-stream_2.11-2.4.2
调用 akka-actor_2.11-2.3.x.jar
它在 Spark 中使用,而不是捆绑在您的作业中的 akka-actor_2.11-2.4.2.jar
.addFunctionRef
方法实际上是一个非常最近添加 并且在早期版本的 Akka 中不存在.您可以通过在异常发生的地方设置断点来验证这一点(或使用异常断点).应用程序在 GraphStage
中的问题位置挂起,评估
The problem is that Spark uses Akka internally. As long as you run your Spark Job as a self contained application (e.g. sbt run
), this is not a problem, since your own version of Akka will be used. Things change however as soon as you submit your application to a cluster with spark-submit
. The Spark classloader will then pick the internal version of Akka over the Akka implementation bundled in your sparkJob.jar
. The NoSuchMethodError
from above therefore comes from akka-stream_2.11-2.4.2
calling into akka-actor_2.11-2.3.x.jar
which is used in Spark, instead of akka-actor_2.11-2.4.2.jar
which is bundled in your job. The method addFunctionRef
is in fact a very recent addition and is not present in earlier versions of Akka. You can verify this by setting a breakpoint at the place where the exception occurs (or use an exception breakpoint). With the application suspend at the problematic location in GraphStage
, evaluate
materializer.supervsor.getClass().getResource("ActorCell.class")
这将打印出加载 ActorCell
的类文件的位置.
This will print out the location of the class file ActorCell
was loaded from.
为了确保您与 Spark 内部使用的 Akka 版本隔离,您可以使用 spark-submit
的 --driver-class-path
选项,喜欢
To make sure that you are isolated from the Akka version that Spark uses internally, you can use the --driver-class-path
option of spark-submit
, like
spark-submit --class MyJob
--driver-class-path akka-actor_2.11-2.4.2.jar
--master spark://master:7077
sparkJob.jar
如果您这样做,我还建议在您的 build.sbt
中将 akka-actor
设置为 "test,provided"
,以便您也不会在 sparkJob.jar
中包含 akka-actor
.
If you do this, I also recommend setting akka-actor
to "test, provided"
in your build.sbt
, so that you don't also include akka-actor
in sparkJob.jar
.
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