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

Example 81 with ComputeGraph

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

the class DataLocalityBatchTaskSchedulerTest method testUniqueSchedules2.

@Test
public void testUniqueSchedules2() {
    int parallel = 4;
    int workers = 2;
    ComputeGraph graph = createGraphWithConstraints(parallel);
    DataLocalityBatchTaskScheduler scheduler = new DataLocalityBatchTaskScheduler();
    Config config = getConfig();
    scheduler.initialize(config, 1);
    generateData(config);
    DataGenerator dataGenerator = new DataGenerator(config);
    dataGenerator.generate(new Path(String.valueOf(config.get(DataObjectConstants.DINPUT_DIRECTORY))), 1000, 2);
    WorkerPlan workerPlan = createWorkPlan(workers);
    TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
    Assert.assertNotNull(plan1);
    Map<Integer, WorkerSchedulePlan> containersMap = plan1.getContainersMap();
    for (Map.Entry<Integer, WorkerSchedulePlan> entry : containersMap.entrySet()) {
        WorkerSchedulePlan workerSchedulePlan = entry.getValue();
        Set<TaskInstancePlan> containerPlanTaskInstances = workerSchedulePlan.getTaskInstances();
        LOG.info("container plan instances and parallel:" + containerPlanTaskInstances.size() + "\t" + parallel);
        Assert.assertEquals(containerPlanTaskInstances.size(), parallel);
    }
}

Example 82 with ComputeGraph

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

the class DataLocalityBatchTaskSchedulerTest method createGraphWithConstraints.

private ComputeGraph createGraphWithConstraints(int parallel) {
    TaskSchedulerClassTest.TestSource testSource = new TaskSchedulerClassTest.TestSource();
    TaskSchedulerClassTest.TestSink testSink = new TaskSchedulerClassTest.TestSink();
    ComputeGraphBuilder computeGraphBuilder = ComputeGraphBuilder.newBuilder(Config.newBuilder().build());
    computeGraphBuilder.addSource("source", testSource, parallel);
    ComputeConnection computeConnection = computeGraphBuilder.addCompute("sink", testSink, parallel);
    computeConnection.direct("source").viaEdge("direct-edge").withDataType(MessageTypes.OBJECT);
    computeGraphBuilder.setMode(OperationMode.STREAMING);
    computeGraphBuilder.addGraphConstraints(Context.TWISTER2_MAX_TASK_INSTANCES_PER_WORKER, "2");
    ComputeGraph taskGraph = computeGraphBuilder.build();
    return taskGraph;
}

Example 83 with ComputeGraph

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

the class DataLocalityBatchTaskSchedulerTest method testUniqueSchedules4.

@Test
public void testUniqueSchedules4() {
    int parallel = 4;
    int workers = 2;
    ComputeGraph graph = createGraphWithMultipleComputeTaskAndConstraints(parallel);
    DataLocalityBatchTaskScheduler scheduler = new DataLocalityBatchTaskScheduler();
    Config config = getConfig();
    scheduler.initialize(config, 1);
    generateData(config);
    WorkerPlan workerPlan = createWorkPlan(workers);
    TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
    Assert.assertNotNull(plan1);
    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(), workers * graph.getTaskVertexSet().size());
    }
}

Example 84 with ComputeGraph

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

the class DataLocalityBatchTaskSchedulerTest method createGraph.

private ComputeGraph createGraph(int parallel) {
    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();
    return graph;
}

Example 85 with ComputeGraph

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

the class DataLocalityBatchTaskSchedulerTest method testUniqueSchedules3.

@Test
public void testUniqueSchedules3() {
    int parallel = 4;
    int workers = 2;
    ComputeGraph graph = createGraphWithComputeTaskAndConstraints(parallel);
    DataLocalityBatchTaskScheduler scheduler = new DataLocalityBatchTaskScheduler();
    Config config = getConfig();
    scheduler.initialize(config, 1);
    generateData(config);
    DataGenerator dataGenerator = new DataGenerator(config);
    dataGenerator.generate(new Path(String.valueOf(config.get(DataObjectConstants.DINPUT_DIRECTORY))), 1000, 2);
    WorkerPlan workerPlan = createWorkPlan(workers);
    TaskSchedulePlan plan1 = scheduler.schedule(graph, workerPlan);
    Assert.assertNotNull(plan1);
    Map<Integer, WorkerSchedulePlan> containersMap = plan1.getContainersMap();
    for (Map.Entry<Integer, WorkerSchedulePlan> entry : containersMap.entrySet()) {
        WorkerSchedulePlan workerSchedulePlan = entry.getValue();
        Set<TaskInstancePlan> containerPlanTaskInstances = workerSchedulePlan.getTaskInstances();
        LOG.info("container plan instances and parallel:" + containerPlanTaskInstances.size() + "\t" + workers * graph.getTaskVertexSet().size());
        Assert.assertEquals(containerPlanTaskInstances.size(), workers * graph.getTaskVertexSet().size());
    }
}