Examples with ComputeGraph edu.iu.dsc.tws.api.compute.graph.ComputeGraph used on opensource projects

Example 76 with ComputeGraph

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

the class BatchTaskSchedulerTest method createGraphWithDifferentParallelism.

private ComputeGraph createGraphWithDifferentParallelism(int parallel, String graphName) {
    TaskSchedulerClassTest.TestSource testSource = new TaskSchedulerClassTest.TestSource();
    TaskSchedulerClassTest.TestSink testSink = new TaskSchedulerClassTest.TestSink();
    ComputeGraphBuilder builder = ComputeGraphBuilder.newBuilder(Config.newBuilder().build());
    builder.addSource("source", testSource, parallel);
    ComputeConnection sinkConnection = builder.addCompute("sink", testSink, parallel);
    sinkConnection.direct("source").viaEdge(Context.TWISTER2_DIRECT_EDGE).withDataType(MessageTypes.OBJECT);
    builder.setMode(OperationMode.BATCH);
    ComputeGraph graph = builder.build();
    graph.setGraphName(graphName);
    return graph;
}

Example 77 with ComputeGraph

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

the class RoundRobinBatchTaskSchedulerTest method testUniqueSchedules3.

@Test
public void testUniqueSchedules3() {
    int parallel = 16;
    int workers = 2;
    ComputeGraph graph = createGraphWithComputeTaskAndConstraints(parallel);
    RoundRobinBatchTaskScheduler scheduler = new RoundRobinBatchTaskScheduler();
    scheduler.initialize(Config.newBuilder().build());
    WorkerPlan workerPlan = createWorkPlan(workers);
    TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
    Map<Integer, WorkerSchedulePlan> containersMap = plan1.getContainersMap();
    for (Map.Entry<Integer, WorkerSchedulePlan> entry : containersMap.entrySet()) {
        WorkerSchedulePlan workerSchedulePlan = entry.getValue();
        Set<TaskInstancePlan> containerPlanTaskInstances = workerSchedulePlan.getTaskInstances();
        Assert.assertEquals(containerPlanTaskInstances.size() / graph.getTaskVertexSet().size(), Integer.parseInt(graph.getGraphConstraints().get(Context.TWISTER2_MAX_TASK_INSTANCES_PER_WORKER)));
    }
}

Example 78 with ComputeGraph

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

the class RoundRobinBatchTaskSchedulerTest method testUniqueSchedules2.

@Test
public void testUniqueSchedules2() {
    int parallel = 256;
    ComputeGraph graph = createGraph(parallel);
    RoundRobinBatchTaskScheduler scheduler = new RoundRobinBatchTaskScheduler();
    scheduler.initialize(Config.newBuilder().build());
    WorkerPlan workerPlan = createWorkPlan(parallel);
    TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
    WorkerPlan workerPlan2 = createWorkPlan2(parallel);
    for (int i = 0; i < 1000; i++) {
        TaskSchedulePlan plan2 = scheduler.schedule(graph, workerPlan2);
        Assert.assertEquals(plan1.getContainers().size(), plan2.getContainers().size());
    }
}

Example 79 with ComputeGraph

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

the class RoundRobinBatchTaskSchedulerTest method testUniqueSchedules1.

@Test
public void testUniqueSchedules1() {
    int parallel = 16;
    int workers = 2;
    ComputeGraph graph = createGraph(parallel);
    RoundRobinBatchTaskScheduler scheduler = new RoundRobinBatchTaskScheduler();
    scheduler.initialize(Config.newBuilder().build());
    WorkerPlan workerPlan = createWorkPlan(workers);
    for (int i = 0; i < 1; i++) {
        TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
        TaskSchedulePlan plan2 = scheduler.schedule(graph, workerPlan);
        Assert.assertEquals(plan1.getContainers().size(), plan2.getContainers().size());
        Map<Integer, WorkerSchedulePlan> containersMap = plan1.getContainersMap();
        for (Map.Entry<Integer, WorkerSchedulePlan> entry : containersMap.entrySet()) {
            WorkerSchedulePlan workerSchedulePlan = entry.getValue();
            Set<TaskInstancePlan> containerPlanTaskInstances = workerSchedulePlan.getTaskInstances();
            Assert.assertEquals(containerPlanTaskInstances.size(), graph.vertex("source").getParallelism());
        }
    }
}

Example 80 with ComputeGraph

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

the class RoundRobinBatchTaskSchedulerTest method createGraphWithComputeTaskAndConstraints.

private ComputeGraph createGraphWithComputeTaskAndConstraints(int parallel) {
    TaskSchedulerClassTest.TestSource testSource = new TaskSchedulerClassTest.TestSource();
    TaskSchedulerClassTest.TestCompute testCompute = new TaskSchedulerClassTest.TestCompute();
    TaskSchedulerClassTest.TestSink testSink = new TaskSchedulerClassTest.TestSink();
    ComputeGraphBuilder builder = ComputeGraphBuilder.newBuilder(Config.newBuilder().build());
    builder.addSource("source", testSource, parallel);
    ComputeConnection computeConnection = builder.addCompute("compute", testCompute, parallel);
    ComputeConnection sinkConnection = builder.addCompute("sink", testSink, parallel);
    computeConnection.direct("source").viaEdge(Context.TWISTER2_DIRECT_EDGE).withDataType(MessageTypes.OBJECT);
    sinkConnection.direct("compute").viaEdge(Context.TWISTER2_DIRECT_EDGE).withDataType(MessageTypes.OBJECT);
    builder.setMode(OperationMode.BATCH);
    builder.addGraphConstraints(Context.TWISTER2_MAX_TASK_INSTANCES_PER_WORKER, "8");
    ComputeGraph graph = builder.build();
    return graph;
}