Package eu.stratosphere.pact.runtime.task.util

Examples of eu.stratosphere.pact.runtime.task.util.TaskConfig


    }
   
    // create or adopt the head vertex
    final JobTaskVertex toReturn;
    final JobTaskVertex headVertex;
    final TaskConfig headConfig;
    if (merge) {
      final PlanNode successor = wspn.getOutgoingChannels().get(0).getTarget();
      headVertex = (JobTaskVertex) this.vertices.get(successor);
     
      if (headVertex == null) {
        throw new CompilerException(
          "Bug: Trying to merge solution set with its sucessor, but successor has not been created.");
      }
     
      // reset the vertex type to iteration head
      headVertex.setTaskClass(IterationHeadPactTask.class);
      headConfig = new TaskConfig(headVertex.getConfiguration());
      toReturn = null;
    } else {
      // instantiate the head vertex and give it a no-op driver as the driver strategy.
      // everything else happens in the post visit, after the input (the initial partial solution)
      // is connected.
      headVertex = new JobTaskVertex("IterationHead("+iteration.getNodeName()+")", this.jobGraph);
      headVertex.setTaskClass(IterationHeadPactTask.class);
      headConfig = new TaskConfig(headVertex.getConfiguration());
      headConfig.setDriver(NoOpDriver.class);
      toReturn = headVertex;
    }
   
    // create the iteration descriptor and the iteration to it
    IterationDescriptor descr = this.iterations.get(iteration);
View Full Code Here


 
  private void finalizeBulkIteration(IterationDescriptor descr) {
   
    final BulkIterationPlanNode bulkNode = (BulkIterationPlanNode) descr.getIterationNode();
    final JobTaskVertex headVertex = descr.getHeadTask();
    final TaskConfig headConfig = new TaskConfig(headVertex.getConfiguration());
    final TaskConfig headFinalOutputConfig = descr.getHeadFinalResultConfig();
   
    // ------------ finalize the head config with the final outputs and the sync gate ------------
    final int numStepFunctionOuts = headConfig.getNumOutputs();
    final int numFinalOuts = headFinalOutputConfig.getNumOutputs();
    headConfig.setIterationHeadFinalOutputConfig(headFinalOutputConfig);
    headConfig.setIterationHeadIndexOfSyncOutput(numStepFunctionOuts + numFinalOuts);
    final long memForBackChannel = bulkNode.getMemoryPerSubTask();
    if (memForBackChannel <= 0) {
      throw new CompilerException("Bug: No memory has been assigned to the iteration back channel.");
    }
    headConfig.setBackChannelMemory(memForBackChannel);
   
    // --------------------------- create the sync task ---------------------------
    final JobOutputVertex sync = new JobOutputVertex("Sync(" +
          bulkNode.getNodeName() + ")", this.jobGraph);
    sync.setOutputClass(IterationSynchronizationSinkTask.class);
    sync.setNumberOfSubtasks(1);
    this.auxVertices.add(sync);
   
    final TaskConfig syncConfig = new TaskConfig(sync.getConfiguration());
    syncConfig.setGateIterativeWithNumberOfEventsUntilInterrupt(0, headVertex.getNumberOfSubtasks());

    // set the number of iteration / convergence criterion for the sync
    final int maxNumIterations = bulkNode.getIterationNode().getIterationContract().getMaximumNumberOfIterations();
    if (maxNumIterations < 1) {
      throw new CompilerException("Cannot create bulk iteration with unspecified maximum number of iterations.");
    }
    syncConfig.setNumberOfIterations(maxNumIterations);
   
    // connect the sync task
    try {
      headVertex.connectTo(sync, ChannelType.NETWORK, DistributionPattern.POINTWISE);
    } catch (JobGraphDefinitionException e) {
      throw new CompilerException("Bug: Cannot connect head vertex to sync task.");
    }
   
   
    // ----------------------------- create the iteration tail ------------------------------
   
    final PlanNode rootOfTerminationCriterion = bulkNode.getRootOfTerminationCriterion();
    final PlanNode rootOfStepFunction = bulkNode.getRootOfStepFunction();
    final TaskConfig tailConfig;
   
    JobTaskVertex rootOfStepFunctionVertex = (JobTaskVertex) this.vertices.get(rootOfStepFunction);
    if (rootOfStepFunctionVertex == null) {
      // last op is chained
      final TaskInChain taskInChain = this.chainedTasks.get(rootOfStepFunction);
      if (taskInChain == null) {
        throw new CompilerException("Bug: Tail of step function not found as vertex or chained task.");
      }
      rootOfStepFunctionVertex = (JobTaskVertex) taskInChain.getContainingVertex();

      // the fake channel is statically typed to pact record. no data is sent over this channel anyways.
      tailConfig = taskInChain.getTaskConfig();
    } else {
      tailConfig = new TaskConfig(rootOfStepFunctionVertex.getConfiguration());
    }
   
    tailConfig.setIsWorksetUpdate();
   
    // No following termination criterion
    if(rootOfStepFunction.getOutgoingChannels().isEmpty()) {
     
      rootOfStepFunctionVertex.setTaskClass(IterationTailPactTask.class);
     
      tailConfig.setOutputSerializer(bulkNode.getSerializerForIterationChannel());
      tailConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
     
      // create the fake output task
      JobOutputVertex fakeTail = new JobOutputVertex("Fake Tail", this.jobGraph);
      fakeTail.setOutputClass(FakeOutputTask.class);
      fakeTail.setNumberOfSubtasks(headVertex.getNumberOfSubtasks());
      fakeTail.setNumberOfSubtasksPerInstance(headVertex.getNumberOfSubtasksPerInstance());
      this.auxVertices.add(fakeTail);
     
      // connect the fake tail
      try {
        rootOfStepFunctionVertex.connectTo(fakeTail, ChannelType.IN_MEMORY, DistributionPattern.POINTWISE);
      } catch (JobGraphDefinitionException e) {
        throw new CompilerException("Bug: Cannot connect iteration tail vertex fake tail task");
      }
     
    }
   
   
    // create the fake output task for termination criterion, if needed
    final TaskConfig tailConfigOfTerminationCriterion;
    // If we have a termination criterion and it is not an intermediate node
    if(rootOfTerminationCriterion != null && rootOfTerminationCriterion.getOutgoingChannels().isEmpty()) {
      JobTaskVertex rootOfTerminationCriterionVertex = (JobTaskVertex) this.vertices.get(rootOfTerminationCriterion);
     
     
      if (rootOfTerminationCriterionVertex == null) {
        // last op is chained
        final TaskInChain taskInChain = this.chainedTasks.get(rootOfTerminationCriterion);
        if (taskInChain == null) {
          throw new CompilerException("Bug: Tail of termination criterion not found as vertex or chained task.");
        }
        rootOfTerminationCriterionVertex = (JobTaskVertex) taskInChain.getContainingVertex();

        // the fake channel is statically typed to pact record. no data is sent over this channel anyways.
        tailConfigOfTerminationCriterion = taskInChain.getTaskConfig();
      } else {
        tailConfigOfTerminationCriterion = new TaskConfig(rootOfTerminationCriterionVertex.getConfiguration());
      }
     
      rootOfTerminationCriterionVertex.setTaskClass(IterationTailPactTask.class);
      // Hack
      tailConfigOfTerminationCriterion.setIsSolutionSetUpdate();
      tailConfigOfTerminationCriterion.setOutputSerializer(bulkNode.getSerializerForIterationChannel());
      tailConfigOfTerminationCriterion.addOutputShipStrategy(ShipStrategyType.FORWARD);
     
      JobOutputVertex fakeTailTerminationCriterion = new JobOutputVertex("Fake Tail for Termination Criterion", this.jobGraph);
      fakeTailTerminationCriterion.setOutputClass(FakeOutputTask.class);
      fakeTailTerminationCriterion.setNumberOfSubtasks(headVertex.getNumberOfSubtasks());
      fakeTailTerminationCriterion.setNumberOfSubtasksPerInstance(headVertex.getNumberOfSubtasksPerInstance());
View Full Code Here

  }
 
  private void finalizeWorksetIteration(IterationDescriptor descr) {
    final WorksetIterationPlanNode iterNode = (WorksetIterationPlanNode) descr.getIterationNode();
    final JobTaskVertex headVertex = descr.getHeadTask();
    final TaskConfig headConfig = new TaskConfig(headVertex.getConfiguration());
    final TaskConfig headFinalOutputConfig = descr.getHeadFinalResultConfig();
   
    // ------------ finalize the head config with the final outputs and the sync gate ------------
    {
      final int numStepFunctionOuts = headConfig.getNumOutputs();
      final int numFinalOuts = headFinalOutputConfig.getNumOutputs();
      headConfig.setIterationHeadFinalOutputConfig(headFinalOutputConfig);
      headConfig.setIterationHeadIndexOfSyncOutput(numStepFunctionOuts + numFinalOuts);
      final long mem = iterNode.getMemoryPerSubTask();
      if (mem <= 0) {
        throw new CompilerException("Bug: No memory has been assigned to the workset iteration.");
      }
     
      headConfig.setIsWorksetIteration();
      headConfig.setBackChannelMemory(mem / 2);
      headConfig.setSolutionSetMemory(mem / 2);
     
      // set the solution set serializer and comparator
      headConfig.setSolutionSetSerializer(iterNode.getSolutionSetSerializer());
      headConfig.setSolutionSetComparator(iterNode.getSolutionSetComparator());
    }
   
    // --------------------------- create the sync task ---------------------------
    final TaskConfig syncConfig;
    {
      final JobOutputVertex sync = new JobOutputVertex("Sync (" +
            iterNode.getNodeName() + ")", this.jobGraph);
      sync.setOutputClass(IterationSynchronizationSinkTask.class);
      sync.setNumberOfSubtasks(1);
      this.auxVertices.add(sync);
     
      syncConfig = new TaskConfig(sync.getConfiguration());
      syncConfig.setGateIterativeWithNumberOfEventsUntilInterrupt(0, headVertex.getNumberOfSubtasks());
 
      // set the number of iteration / convergence criterion for the sync
      final int maxNumIterations = iterNode.getIterationNode().getIterationContract().getMaximumNumberOfIterations();
      if (maxNumIterations < 1) {
        throw new CompilerException("Cannot create workset iteration with unspecified maximum number of iterations.");
      }
      syncConfig.setNumberOfIterations(maxNumIterations);
     
      // connect the sync task
      try {
        headVertex.connectTo(sync, ChannelType.NETWORK, DistributionPattern.POINTWISE);
      } catch (JobGraphDefinitionException e) {
        throw new CompilerException("Bug: Cannot connect head vertex to sync task.");
      }
    }
   
    // ----------------------------- create the iteration tails -----------------------------
    // ----------------------- for next workset and solution set delta-----------------------

    {
      // we have three possible cases:
      // 1) Two tails, one for workset update, one for solution set update
      // 2) One tail for workset update, solution set update happens in an intermediate task
      // 3) One tail for solution set update, workset update happens in an intermediate task
     
      final PlanNode nextWorksetNode = iterNode.getNextWorkSetPlanNode();
      final PlanNode solutionDeltaNode = iterNode.getSolutionSetDeltaPlanNode();
     
      final boolean hasWorksetTail = nextWorksetNode.getOutgoingChannels().isEmpty();
      final boolean hasSolutionSetTail = (!iterNode.isImmediateSolutionSetUpdate()) || (!hasWorksetTail);
     
      {
        // get the vertex for the workset update
        final TaskConfig worksetTailConfig;
        JobTaskVertex nextWorksetVertex = (JobTaskVertex) this.vertices.get(nextWorksetNode);
        if (nextWorksetVertex == null) {
          // nextWorksetVertex is chained
          TaskInChain taskInChain = this.chainedTasks.get(nextWorksetNode);
          if (taskInChain == null) {
            throw new CompilerException("Bug: Next workset node not found as vertex or chained task.");
          }
          nextWorksetVertex = (JobTaskVertex) taskInChain.getContainingVertex();
          worksetTailConfig = taskInChain.getTaskConfig();
        } else {
          worksetTailConfig = new TaskConfig(nextWorksetVertex.getConfiguration());
        }
       
        // mark the node to perform workset updates
        worksetTailConfig.setIsWorksetIteration();
        worksetTailConfig.setIsWorksetUpdate();
       
        if (hasWorksetTail) {
          nextWorksetVertex.setTaskClass(IterationTailPactTask.class);
         
          worksetTailConfig.setOutputSerializer(iterNode.getWorksetSerializer());
          worksetTailConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
         
          // create the fake output task
          JobOutputVertex fakeTail = new JobOutputVertex("Fake Tail", this.jobGraph);
          fakeTail.setOutputClass(FakeOutputTask.class);
          fakeTail.setNumberOfSubtasks(headVertex.getNumberOfSubtasks());
          fakeTail.setNumberOfSubtasksPerInstance(headVertex.getNumberOfSubtasksPerInstance());
          this.auxVertices.add(fakeTail);
         
          // connect the fake tail
          try {
            nextWorksetVertex.connectTo(fakeTail, ChannelType.IN_MEMORY, DistributionPattern.POINTWISE);
          } catch (JobGraphDefinitionException e) {
            throw new CompilerException("Bug: Cannot connect iteration tail vertex fake tail task");
          }
        }
      }
      {
        final TaskConfig solutionDeltaConfig;
        JobTaskVertex solutionDeltaVertex = (JobTaskVertex) this.vertices.get(solutionDeltaNode);
        if (solutionDeltaVertex == null) {
          // last op is chained
          TaskInChain taskInChain = this.chainedTasks.get(solutionDeltaNode);
          if (taskInChain == null) {
            throw new CompilerException("Bug: Solution Set Delta not found as vertex or chained task.");
          }
          solutionDeltaVertex = (JobTaskVertex) taskInChain.getContainingVertex();
          solutionDeltaConfig = taskInChain.getTaskConfig();
        } else {
          solutionDeltaConfig = new TaskConfig(solutionDeltaVertex.getConfiguration());
        }
       
        solutionDeltaConfig.setIsWorksetIteration();
        solutionDeltaConfig.setIsSolutionSetUpdate();
       
        if (hasSolutionSetTail) {
          solutionDeltaVertex.setTaskClass(IterationTailPactTask.class);
         
          solutionDeltaConfig.setOutputSerializer(iterNode.getSolutionSetSerializer());
          solutionDeltaConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
 
          // create the fake output task
          JobOutputVertex fakeTail = new JobOutputVertex("Fake Tail", this.jobGraph);
          fakeTail.setOutputClass(FakeOutputTask.class);
          fakeTail.setNumberOfSubtasks(headVertex.getNumberOfSubtasks());
          fakeTail.setNumberOfSubtasksPerInstance(headVertex.getNumberOfSubtasksPerInstance());
          this.auxVertices.add(fakeTail);
         
          // connect the fake tail
          try {
            solutionDeltaVertex.connectTo(fakeTail, ChannelType.IN_MEMORY, DistributionPattern.POINTWISE);
          } catch (JobGraphDefinitionException e) {
            throw new CompilerException("Bug: Cannot connect iteration tail vertex fake tail task");
          }
         
          // tell the head that it needs to wait for the solution set updates
          headConfig.setWaitForSolutionSetUpdate();
        }
        else {
          // no tail, intermediate update. must be immediate update
          if (!iterNode.isImmediateSolutionSetUpdate()) {
            throw new CompilerException("A solution set update without dedicated tail is not set to perform immediate updates.");
          }
          solutionDeltaConfig.setIsSolutionSetUpdateWithoutReprobe();
        }
      }
    }
   
    // ------------------- register the aggregators -------------------
View Full Code Here

  // --------------------------------------------------------------------------------------------

  @Override
  public void prepare() throws Exception {
    TaskConfig config = this.taskContext.getTaskConfig();
    if (config.getDriverStrategy() != DriverStrategy.SORTED_GROUP_REDUCE) {
      throw new Exception("Unrecognized driver strategy for GroupReduce driver: " + config.getDriverStrategy().name());
    }
    this.serializer = this.taskContext.<IT>getInputSerializer(0).getSerializer();
    this.comparator = this.taskContext.getInputComparator(0);
    this.input = this.taskContext.getInput(0);
  }
View Full Code Here

      }
    }
    // obtain task configuration (including stub parameters)
    Configuration taskConf = getTaskConfiguration();
    taskConf.setClassLoader(this.userCodeClassLoader);
    this.config = new TaskConfig(taskConf);

    try {
      this.format = config.<OutputFormat<IT>>getStubWrapper(this.userCodeClassLoader).getUserCodeObject(OutputFormat.class, this.userCodeClassLoader);

      // check if the class is a subclass, if the check is required
View Full Code Here

  // --------------------------------------------------------------------------------------------

  @Override
  public void prepare() throws Exception {
    TaskConfig config = this.taskContext.getTaskConfig();
    if (config.getDriverStrategy() != DriverStrategy.SORTED_REDUCE) {
      throw new Exception("Unrecognized driver strategy for Reduce driver: " + config.getDriverStrategy().name());
    }
    this.serializer = this.taskContext.<T>getInputSerializer(0).getSerializer();
    this.comparator = this.taskContext.getInputComparator(0);
    this.input = this.taskContext.getInput(0);
  }
View Full Code Here

 

  @Override
  public void prepare() throws Exception
  {
    final TaskConfig config = this.taskContext.getTaskConfig();
    if (config.getDriverStrategy() != DriverStrategy.CO_GROUP) {
      throw new Exception("Unrecognized driver strategy for CoGoup driver: " + config.getDriverStrategy().name());
    }
   
    final MutableObjectIterator<IT1> in1 = this.taskContext.getInput(0);
    final MutableObjectIterator<IT2> in2 = this.taskContext.getInput(1);
   
    // get the key positions and types
    final TypeSerializer<IT1> serializer1 = this.taskContext.<IT1>getInputSerializer(0).getSerializer();
    final TypeSerializer<IT2> serializer2 = this.taskContext.<IT2>getInputSerializer(1).getSerializer();
    final TypeComparator<IT1> groupComparator1 = this.taskContext.getInputComparator(0);
    final TypeComparator<IT2> groupComparator2 = this.taskContext.getInputComparator(1);
   
    final TypePairComparatorFactory<IT1, IT2> pairComparatorFactory = config.getPairComparatorFactory(
          this.taskContext.getUserCodeClassLoader());
    if (pairComparatorFactory == null) {
      throw new Exception("Missing pair comparator factory for CoGroup driver");
    }
View Full Code Here

    // --------------------------------------------------------------------------------------------------------------

    // - input -----------------------------------------------------------------------------------------------------
    JobInputVertex input = JobGraphUtils.createInput(
      new PointInFormat(), inputPath, "Input", jobGraph, numSubTasks, numSubTasks);
    TaskConfig inputConfig = new TaskConfig(input.getConfiguration());
    {
      inputConfig.setOutputSerializer(serializer);
      inputConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
    }

    // - head ------------------------------------------------------------------------------------------------------
    JobTaskVertex head = JobGraphUtils.createTask(
      IterationHeadPactTask.class, "Iteration Head", jobGraph, numSubTasks, numSubTasks);
    TaskConfig headConfig = new TaskConfig(head.getConfiguration());
    {
      headConfig.setIterationId(ITERATION_ID);

      // input to iteration head
      headConfig.addInputToGroup(0);
      headConfig.setInputSerializer(serializer, 0);
      headConfig.setInputLocalStrategy(0, LocalStrategy.NONE);
      headConfig.setIterationHeadPartialSolutionOrWorksetInputIndex(0);

      // output into iteration
      headConfig.setOutputSerializer(serializer);
      headConfig.addOutputShipStrategy(ShipStrategyType.PARTITION_HASH);
      headConfig.setOutputComparator(comparator, 0);

      // final output
      TaskConfig headFinalOutConfig = new TaskConfig(new Configuration());
      headFinalOutConfig.setOutputSerializer(serializer);
      headFinalOutConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
      headConfig.setIterationHeadFinalOutputConfig(headFinalOutConfig);

      // the sync
      headConfig.setIterationHeadIndexOfSyncOutput(2);

      // driver
      headConfig.setDriver(CollectorMapDriver.class);
      headConfig.setDriverStrategy(DriverStrategy.COLLECTOR_MAP);
      headConfig.setStubWrapper(new UserCodeClassWrapper<DummyMapper>(DummyMapper.class));

      // back channel
      headConfig.setBackChannelMemory(MEM_PER_CONSUMER * JobGraphUtils.MEGABYTE);
    }

    // - tail ------------------------------------------------------------------------------------------------------
    JobTaskVertex tail = JobGraphUtils.createTask(
      IterationTailPactTask.class, "Chained Iteration Tail", jobGraph, numSubTasks, numSubTasks);
    TaskConfig tailConfig = new TaskConfig(tail.getConfiguration());
    {
      tailConfig.setIterationId(ITERATION_ID);

      // inputs and driver
      tailConfig.addInputToGroup(0);
      tailConfig.setInputSerializer(serializer, 0);

      // output
      tailConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
      tailConfig.setOutputSerializer(serializer);

      // the driver
      tailConfig.setDriver(GroupReduceDriver.class);
      tailConfig.setDriverStrategy(DriverStrategy.SORTED_GROUP_REDUCE);
      tailConfig.setDriverComparator(comparator, 0);
      tailConfig.setStubWrapper(new UserCodeClassWrapper<DummyReducer>(DummyReducer.class));

      // chained mapper
      TaskConfig chainedMapperConfig = new TaskConfig(new Configuration());
      chainedMapperConfig.setDriverStrategy(DriverStrategy.COLLECTOR_MAP);
      chainedMapperConfig.setStubWrapper(new UserCodeClassWrapper<IncrementCoordinatesMapper>(
        IncrementCoordinatesMapper.class));

      chainedMapperConfig.setInputLocalStrategy(0, LocalStrategy.NONE);
      chainedMapperConfig.setInputSerializer(serializer, 0);

      chainedMapperConfig.addOutputShipStrategy(ShipStrategyType.FORWARD);
      chainedMapperConfig.setOutputSerializer(serializer);

      chainedMapperConfig.setIsWorksetUpdate();

      tailConfig.addChainedTask(ChainedCollectorMapDriver.class, chainedMapperConfig, "Chained ID Mapper");
    }

    // - output ----------------------------------------------------------------------------------------------------
    JobOutputVertex output = JobGraphUtils.createFileOutput(jobGraph, "Output", numSubTasks, numSubTasks);
    TaskConfig outputConfig = new TaskConfig(output.getConfiguration());
    {
      outputConfig.addInputToGroup(0);
      outputConfig.setInputSerializer(serializer, 0);

      outputConfig.setStubWrapper(new UserCodeClassWrapper<PointOutFormat>(PointOutFormat.class));
      outputConfig.setStubParameter(FileOutputFormat.FILE_PARAMETER_KEY, outputPath);
    }

    // - fake tail -------------------------------------------------------------------------------------------------
    JobOutputVertex fakeTail = JobGraphUtils.createFakeOutput(jobGraph, "Fake Tail", numSubTasks, numSubTasks);

    // - sync ------------------------------------------------------------------------------------------------------
    JobOutputVertex sync = JobGraphUtils.createSync(jobGraph, numSubTasks);
    TaskConfig syncConfig = new TaskConfig(sync.getConfiguration());
    syncConfig.setNumberOfIterations(maxIterations);
    syncConfig.setIterationId(ITERATION_ID);

    // --------------------------------------------------------------------------------------------------------------
    // 2. EDGES
    // --------------------------------------------------------------------------------------------------------------
    JobGraphUtils.connect(input, head, ChannelType.IN_MEMORY, DistributionPattern.POINTWISE);
View Full Code Here

    inputVertex.setInputClass(clazz);
   
    inputVertex.setNumberOfSubtasks(degreeOfParallelism);
    inputVertex.setNumberOfSubtasksPerInstance(numSubTasksPerInstance);
   
    TaskConfig inputConfig = new TaskConfig(inputVertex.getConfiguration());
    inputConfig.setStubWrapper(stub);
   
    return inputVertex;
  }
View Full Code Here

  public static JobOutputVertex createSync(JobGraph jobGraph, int degreeOfParallelism) {
    JobOutputVertex sync = new JobOutputVertex("BulkIterationSync", jobGraph);
    sync.setOutputClass(IterationSynchronizationSinkTask.class);
    sync.setNumberOfSubtasks(1);
    TaskConfig syncConfig = new TaskConfig(sync.getConfiguration());
    syncConfig.setGateIterativeWithNumberOfEventsUntilInterrupt(0, degreeOfParallelism);
    return sync;
  }
View Full Code Here

TOP

Related Classes of eu.stratosphere.pact.runtime.task.util.TaskConfig

Copyright © 2018 www.massapicom. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.