Examples with ICompute edu.iu.dsc.tws.api.compute.nodes.ICompute used on opensource projects

Example 11 with ICompute

use of edu.iu.dsc.tws.api.compute.nodes.ICompute in project twister2 by DSC-SPIDAL.

the class STPartitionKeyedExample method buildTaskGraph.

@Override
public ComputeGraphBuilder buildTaskGraph() {
    List<Integer> taskStages = jobParameters.getTaskStages();
    int sourceParallelism = taskStages.get(0);
    int sinkParallelism = taskStages.get(1);
    MessageType keyType = MessageTypes.INTEGER;
    MessageType dataType = MessageTypes.INTEGER_ARRAY;
    String edge = "edge";
    BaseSource g = new SourceTask(edge, true);
    ICompute r = new SKeyedPartitionSinkTask();
    computeGraphBuilder.addSource(SOURCE, g, sourceParallelism);
    computeConnection = computeGraphBuilder.addCompute(SINK, r, sinkParallelism);
    computeConnection.keyedPartition(SOURCE).viaEdge(edge).withKeyType(keyType).withDataType(dataType);
    return computeGraphBuilder;
}

Example 12 with ICompute

use of edu.iu.dsc.tws.api.compute.nodes.ICompute in project twister2 by DSC-SPIDAL.

the class BTKeyedReduceExample method buildTaskGraph.

@Override
public ComputeGraphBuilder buildTaskGraph() {
    List<Integer> taskStages = jobParameters.getTaskStages();
    int sourceParallelsim = taskStages.get(0);
    int sinkParallelism = taskStages.get(1);
    Op operation = Op.SUM;
    MessageType keyType = MessageTypes.INTEGER;
    MessageType dataType = MessageTypes.INTEGER_ARRAY;
    String edge = "edge";
    BaseSource g = new SourceTask(edge, true);
    ICompute r = new KeyedReduceSinkTask();
    computeGraphBuilder.addSource(SOURCE, g, sourceParallelsim);
    computeConnection = computeGraphBuilder.addCompute(SINK, r, sinkParallelism);
    computeConnection.keyedReduce(SOURCE).viaEdge(edge).withOperation(operation, dataType).withKeyType(keyType);
    return computeGraphBuilder;
}

Example 13 with ICompute

use of edu.iu.dsc.tws.api.compute.nodes.ICompute in project twister2 by DSC-SPIDAL.

the class STBroadCastExample method buildTaskGraph.

@Override
public ComputeGraphBuilder buildTaskGraph() {
    List<Integer> taskStages = jobParameters.getTaskStages();
    int sourceParallelism = taskStages.get(0);
    int sinkParallelism = taskStages.get(1);
    String edge = "edge";
    BaseSource g = new SourceTask(edge);
    ICompute r = new BroadCastSinkTask();
    computeGraphBuilder.addSource(SOURCE, g, sourceParallelism);
    computeGraphBuilder.addCompute(SINK, r, sinkParallelism).broadcast(SOURCE).viaEdge(edge).withDataType(MessageTypes.INTEGER_ARRAY);
    return computeGraphBuilder;
}

Example 14 with ICompute

use of edu.iu.dsc.tws.api.compute.nodes.ICompute in project twister2 by DSC-SPIDAL.

the class STKeyedGatherExample method buildTaskGraph.

@Override
public ComputeGraphBuilder buildTaskGraph() {
    List<Integer> taskStages = jobParameters.getTaskStages();
    int sourceParallelism = taskStages.get(0);
    int sinkParallelism = taskStages.get(1);
    MessageType keyType = MessageTypes.INTEGER;
    MessageType dataType = MessageTypes.INTEGER_ARRAY;
    String edge = "edge";
    BaseSource g = new SourceTask(edge, true);
    ICompute r = new KeyedGatherSinkTask();
    computeGraphBuilder.addSource(SOURCE, g, sourceParallelism);
    computeConnection = computeGraphBuilder.addCompute(SINK, r, sinkParallelism);
    computeConnection.keyedGather(SOURCE).viaEdge(edge).withKeyType(keyType).withDataType(dataType);
    return computeGraphBuilder;
}

Example 15 with ICompute

use of edu.iu.dsc.tws.api.compute.nodes.ICompute in project twister2 by DSC-SPIDAL.

the class STReduceExample method buildTaskGraph.

@Override
public ComputeGraphBuilder buildTaskGraph() {
    List<Integer> taskStages = jobParameters.getTaskStages();
    int sourceParallelism = taskStages.get(0);
    int sinkParallelism = taskStages.get(1);
    String edge = "edge";
    BaseSource g = new SourceTask(edge);
    ICompute r = new ReduceSinkTask();
    computeGraphBuilder.addSource(SOURCE, g, sourceParallelism);
    computeConnection = computeGraphBuilder.addCompute(SINK, r, sinkParallelism);
    computeConnection.reduce(SOURCE).viaEdge(edge).withOperation(Op.SUM, MessageTypes.INTEGER_ARRAY);
    return computeGraphBuilder;
}