InvalidProgramException when trying to sort a group within a dataset

Posted by Papadopoulos, Konstantinos on
URL: http://deprecated-apache-flink-user-mailing-list-archive.369.s1.nabble.com/InvalidProgramException-when-trying-to-sort-a-group-within-a-dataset-tp27028.html

Hi all,

 

I am trying to sort a group within a dataset using KeySelector as follows:

 

in

  .groupBy(“productId”, “timePeriodId”, “geographyId”)

  .sortGroup(new KeySelector<ThresholdAcvFact, Double>() {

    @Override
    public Double getKey(ThresholdAcvFact thresholdAcvFact) throws Exception {

      return Optional.ofNullable(thresholdAcvFact.getBasePrice()).orElse(thresholdAcvFact.getPromoPrice());
       

     }
  }, Order.ASCENDING)

  .reduceGroup(/* do something */)

 

And I am getting the following exception:

 

org.apache.flink.api.common.InvalidProgramException: KeySelector group-sorting keys can only be used with KeySelector grouping keys.

 

     at org.apache.flink.api.java.operators.UnsortedGrouping.sortGroup(UnsortedGrouping.java:318)

     at com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceImpl.transform(ThresholdAcvCalcServiceImpl.java:91)

     at com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceTest.transform(ThresholdAcvCalcServiceTest.java:91)

     at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)

     at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)

     at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)

     at java.lang.reflect.Method.invoke(Method.java:498)

     at org.junit.platform.commons.util.ReflectionUtils.invokeMethod(ReflectionUtils.java:532)

     at org.junit.jupiter.engine.execution.ExecutableInvoker.invoke(ExecutableInvoker.java:115)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.lambda$invokeTestMethod$6(TestMethodTestDescriptor.java:171)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.invokeTestMethod(TestMethodTestDescriptor.java:167)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.execute(TestMethodTestDescriptor.java:114)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.execute(TestMethodTestDescriptor.java:59)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:108)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at java.util.ArrayList.forEach(ArrayList.java:1257)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.invokeAll(SameThreadHierarchicalTestExecutorService.java:38)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:112)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at java.util.ArrayList.forEach(ArrayList.java:1257)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.invokeAll(SameThreadHierarchicalTestExecutorService.java:38)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:112)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.submit(SameThreadHierarchicalTestExecutorService.java:32)

     at org.junit.platform.engine.support.hierarchical.HierarchicalTestExecutor.execute(HierarchicalTestExecutor.java:57)

     at org.junit.platform.engine.support.hierarchical.HierarchicalTestEngine.execute(HierarchicalTestEngine.java:51)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:220)

     at org.junit.platform.launcher.core.DefaultLauncher.lambda$execute$6(DefaultLauncher.java:188)

     at org.junit.platform.launcher.core.DefaultLauncher.withInterceptedStreams(DefaultLauncher.java:202)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:181)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:128)

     at com.intellij.junit5.JUnit5IdeaTestRunner.startRunnerWithArgs(JUnit5IdeaTestRunner.java:69)

     at com.intellij.rt.execution.junit.IdeaTestRunner$Repeater.startRunnerWithArgs(IdeaTestRunner.java:47)

     at com.intellij.rt.execution.junit.JUnitStarter.prepareStreamsAndStart(JUnitStarter.java:242)

     at com.intellij.rt.execution.junit.JUnitStarter.main(JUnitStarter.java:70)

 

Then, I tried to use KeySelector for both ‘groupBy’ and ‘sortGroup’ transformations as follows:

 

in

  .groupBy(new KeySelector<ThresholdAcvFact, Tuple3<Long, Long, Long>>() {

 

    @Override

    public Tuple3<Long, Long, Long> getKey(ThresholdAcvFact thresholdAcvFact) throws Exception {

      return  new Tuple3<>(thresholdAcvFact.getProductId(), thresholdAcvFact.getTimePeriodId(), thresholdAcvFact.getGeographyId());

    }

  })

  .sortGroup(new KeySelector<ThresholdAcvFact, Double>() {

    @Override
    public Double getKey(ThresholdAcvFact thresholdAcvFact) throws Exception {

      return Optional.ofNullable(thresholdAcvFact.getBasePrice()).orElse(thresholdAcvFact.getPromoPrice());
       

     }
  }, Order.ASCENDING)

  .reduceGroup(/* do something */)

 

The job execution still failed with the following exception:

 

org.apache.flink.optimizer.CompilerException: Error translating node 'Map "Key Extractor" : MAP [[ GlobalProperties [partitioning=RANDOM_PARTITIONED] ]] [[ LocalProperties [ordering=null, grouped=null, unique=null] ]]': Could not write the user code wrapper class org.apache.flink.api.common.operators.util.UserCodeObjectWrapper : java.io.NotSerializableException: com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceImpl

 

     at org.apache.flink.optimizer.plantranslate.JobGraphGenerator.preVisit(JobGraphGenerator.java:429)

     at org.apache.flink.optimizer.plantranslate.JobGraphGenerator.preVisit(JobGraphGenerator.java:116)

     at org.apache.flink.optimizer.plan.SingleInputPlanNode.accept(SingleInputPlanNode.java:198)

     at org.apache.flink.optimizer.plan.SingleInputPlanNode.accept(SingleInputPlanNode.java:199)

     at org.apache.flink.optimizer.plan.SingleInputPlanNode.accept(SingleInputPlanNode.java:199)

     at org.apache.flink.optimizer.plan.OptimizedPlan.accept(OptimizedPlan.java:128)

     at org.apache.flink.optimizer.plantranslate.JobGraphGenerator.compileJobGraph(JobGraphGenerator.java:203)

     at org.apache.flink.client.LocalExecutor.executePlan(LocalExecutor.java:221)

     at org.apache.flink.api.java.LocalEnvironment.execute(LocalEnvironment.java:91)

     at org.apache.flink.api.java.ExecutionEnvironment.execute(ExecutionEnvironment.java:817)

     at org.apache.flink.api.java.DataSet.collect(DataSet.java:413)

     at com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceTest.transform(ThresholdAcvCalcServiceTest.java:95)

     at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)

     at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)

     at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)

     at java.lang.reflect.Method.invoke(Method.java:498)

     at org.junit.platform.commons.util.ReflectionUtils.invokeMethod(ReflectionUtils.java:532)

     at org.junit.jupiter.engine.execution.ExecutableInvoker.invoke(ExecutableInvoker.java:115)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.lambda$invokeTestMethod$6(TestMethodTestDescriptor.java:171)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.invokeTestMethod(TestMethodTestDescriptor.java:167)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.execute(TestMethodTestDescriptor.java:114)

     at org.junit.jupiter.engine.descriptor.TestMethodTestDescriptor.execute(TestMethodTestDescriptor.java:59)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:108)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at java.util.ArrayList.forEach(ArrayList.java:1257)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.invokeAll(SameThreadHierarchicalTestExecutorService.java:38)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:112)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at java.util.ArrayList.forEach(ArrayList.java:1257)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.invokeAll(SameThreadHierarchicalTestExecutorService.java:38)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.lambda$executeRecursively$4(NodeTestTask.java:112)

     at org.junit.platform.engine.support.hierarchical.ThrowableCollector.execute(ThrowableCollector.java:72)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.executeRecursively(NodeTestTask.java:98)

     at org.junit.platform.engine.support.hierarchical.NodeTestTask.execute(NodeTestTask.java:74)

     at org.junit.platform.engine.support.hierarchical.SameThreadHierarchicalTestExecutorService.submit(SameThreadHierarchicalTestExecutorService.java:32)

     at org.junit.platform.engine.support.hierarchical.HierarchicalTestExecutor.execute(HierarchicalTestExecutor.java:57)

     at org.junit.platform.engine.support.hierarchical.HierarchicalTestEngine.execute(HierarchicalTestEngine.java:51)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:220)

     at org.junit.platform.launcher.core.DefaultLauncher.lambda$execute$6(DefaultLauncher.java:188)

     at org.junit.platform.launcher.core.DefaultLauncher.withInterceptedStreams(DefaultLauncher.java:202)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:181)

     at org.junit.platform.launcher.core.DefaultLauncher.execute(DefaultLauncher.java:128)

     at com.intellij.junit5.JUnit5IdeaTestRunner.startRunnerWithArgs(JUnit5IdeaTestRunner.java:69)

     at com.intellij.rt.execution.junit.IdeaTestRunner$Repeater.startRunnerWithArgs(IdeaTestRunner.java:47)

     at com.intellij.rt.execution.junit.JUnitStarter.prepareStreamsAndStart(JUnitStarter.java:242)

     at com.intellij.rt.execution.junit.JUnitStarter.main(JUnitStarter.java:70)

Caused by: org.apache.flink.runtime.operators.util.CorruptConfigurationException: Could not write the user code wrapper class org.apache.flink.api.common.operators.util.UserCodeObjectWrapper : java.io.NotSerializableException: com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceImpl

     at org.apache.flink.runtime.operators.util.TaskConfig.setStubWrapper(TaskConfig.java:281)

     at org.apache.flink.optimizer.plantranslate.JobGraphGenerator.createSingleInputVertex(JobGraphGenerator.java:897)

     at org.apache.flink.optimizer.plantranslate.JobGraphGenerator.preVisit(JobGraphGenerator.java:374)

     ... 50 more

Caused by: java.io.NotSerializableException: com.iri.aa.etl.rgm.service.ThresholdAcvCalcServiceImpl

     at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1184)

     at java.io.ObjectOutputStream.defaultWriteFields(ObjectOutputStream.java:1548)

     at java.io.ObjectOutputStream.writeSerialData(ObjectOutputStream.java:1509)

     at java.io.ObjectOutputStream.writeOrdinaryObject(ObjectOutputStream.java:1432)

     at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1178)

     at java.io.ObjectOutputStream.defaultWriteFields(ObjectOutputStream.java:1548)

     at java.io.ObjectOutputStream.writeSerialData(ObjectOutputStream.java:1509)

     at java.io.ObjectOutputStream.writeOrdinaryObject(ObjectOutputStream.java:1432)

     at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1178)

     at java.io.ObjectOutputStream.defaultWriteFields(ObjectOutputStream.java:1548)

     at java.io.ObjectOutputStream.writeSerialData(ObjectOutputStream.java:1509)

     at java.io.ObjectOutputStream.writeOrdinaryObject(ObjectOutputStream.java:1432)

     at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1178)

     at java.io.ObjectOutputStream.writeObject(ObjectOutputStream.java:348)

     at org.apache.flink.util.InstantiationUtil.serializeObject(InstantiationUtil.java:534)

     at org.apache.flink.util.InstantiationUtil.writeObjectToConfig(InstantiationUtil.java:463)

     at org.apache.flink.runtime.operators.util.TaskConfig.setStubWrapper(TaskConfig.java:279)

     ... 52 more

 

Does anyone have any idea how I can surpass such issues?

 

Thanks in advance