Hi guys,
I am having troubles with a portion of code that throws an exception
when executed on a cluster (through the web interface) but not when
executed localy.
The code :
object DorotheaLassoRegression {
def main(args: Array[String]): Unit = {
val env = ExecutionEnvironment.getExecutionEnvironment
val y = env.readTextFile(
"hdfs://IP_ADDRESS/PATH_TO_FILE/dorothea_train.labels"
).setParallelism(1).map(x => x.toDouble)
val Y = y.reduceGroup(iterator => iterator.toArray)
env.execute()
}
}
The exception:
An error occurred while invoking the program:
The main method caused an error.
java.lang.ClassNotFoundException:
eu.enx.flink.paper01.DorotheaLassoRegression$$anonfun$3$$anonfun$4 at
java.net.URLClassLoader$1.run(URLClassLoader.java:366) at
java.net.URLClassLoader$1.run(URLClassLoader.java:355) at
java.security.AccessController.doPrivileged(Native Method) at
java.net.URLClassLoader.findClass(URLClassLoader.java:354) at
java.lang.ClassLoader.loadClass(ClassLoader.java:425) at
java.lang.ClassLoader.loadClass(ClassLoader.java:358) at
java.lang.Class.forName0(Native Method) at
java.lang.Class.forName(Class.java:270) at
org.apache.flink.api.scala.InnerClosureFinder$$anon$4.visitMethodInsn(ClosureCleaner.scala:317)
at
com.esotericsoftware.reflectasm.shaded.org.objectweb.asm.ClassReader.accept(Unknown
Source) at
com.esotericsoftware.reflectasm.shaded.org.objectweb.asm.ClassReader.accept(Unknown
Source) at
org.apache.flink.api.scala.ClosureCleaner$.getInnerClasses(ClosureCleaner.scala:93)
at
org.apache.flink.api.scala.ClosureCleaner$.clean(ClosureCleaner.scala:113)
at org.apache.flink.api.scala.DataSet.clean(DataSet.scala:123) at
org.apache.flink.api.scala.DataSet$$anon$9.(DataSet.scala:635) at
org.apache.flink.api.scala.DataSet.reduceGroup(DataSet.scala:634) at
eu.enx.flink.paper01.DorotheaLassoRegression$.main(DorotheaLassoRegression.scala:42)
at
eu.enx.flink.paper01.DorotheaLassoRegression.main(DorotheaLassoRegression.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.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:437)
at
org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:353)
at
org.apache.flink.client.program.Client.getOptimizedPlan(Client.java:229)
at
org.apache.flink.client.web.JobSubmissionServlet.doGet(JobSubmissionServlet.java:183)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:668) at
javax.servlet.http.HttpServlet.service(HttpServlet.java:770) at
org.eclipse.jetty.servlet.ServletHolder.handle(ServletHolder.java:532)
at
org.eclipse.jetty.servlet.ServletHandler.doHandle(ServletHandler.java:453)
at
org.eclipse.jetty.server.session.SessionHandler.doHandle(SessionHandler.java:227)
at
org.eclipse.jetty.server.handler.ContextHandler.doHandle(ContextHandler.java:965)
at
org.eclipse.jetty.servlet.ServletHandler.doScope(ServletHandler.java:388)
at
org.eclipse.jetty.server.session.SessionHandler.doScope(SessionHandler.java:187)
at
org.eclipse.jetty.server.handler.ContextHandler.doScope(ContextHandler.java:901)
at
org.eclipse.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:117)
at
org.eclipse.jetty.server.handler.HandlerList.handle(HandlerList.java:47)
at
org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:113)
at org.eclipse.jetty.server.Server.handle(Server.java:352) at
org.eclipse.jetty.server.HttpConnection.handleRequest(HttpConnection.java:596)
at
org.eclipse.jetty.server.HttpConnection$RequestHandler.headerComplete(HttpConnection.java:1048)
at org.eclipse.jetty.http.HttpParser.parseNext(HttpParser.java:549) at
org.eclipse.jetty.http.HttpParser.parseAvailable(HttpParser.java:211)
at
org.eclipse.jetty.server.HttpConnection.handle(HttpConnection.java:425)
at
org.eclipse.jetty.io.nio.SelectChannelEndPoint.run(SelectChannelEndPoint.java:489)
at
org.eclipse.jetty.util.thread.QueuedThreadPool$2.run(QueuedThreadPool.java:436)
at java.lang.Thread.run(Thread.java:745)
Line 42 is the reduceGroup operation. Do you have any ideas ? Is it a
version problem ?
Thank you for your help, kind regards.
Thomas
-------------------------
Thomas Peel
Data Scientist
(M) +32 478 98 93 81
EURA NOVA
Rue Emile Francqui, 4
1435 Mont-Saint-Guibert
(T) +32 10 75 02 00
euranova.eu
