Examples with Cluster org.apache.storm.scheduler.Cluster used on opensource projects

Example 36 with Cluster

use of org.apache.storm.scheduler.Cluster in project storm by apache.

the class TestResourceAwareScheduler method testFaultTolerance.

/**
 * Test correct behavior when a supervisor dies.  Check if the scheduler handles it correctly and evicts the correct
 * topology when rescheduling the executors from the died supervisor
 */
@Test
public void testFaultTolerance() {
    INimbus iNimbus = new INimbusTest();
    Map<String, SupervisorDetails> supMap = genSupervisors(6, 4, 100, 1000);
    Map<String, Map<String, Number>> resourceUserPool = userResourcePool(userRes("jerry", 50, 500), userRes("bobby", 200, 2_000), userRes("derek", 100, 1_000));
    Config config = createClusterConfig(100, 500, 500, resourceUserPool);
    Topologies topologies = new Topologies(genTopology("topo-1", config, 1, 0, 1, 0, currentTime - 2, 21, "jerry"), genTopology("topo-2", config, 1, 0, 1, 0, currentTime - 2, 20, "jerry"), genTopology("topo-3", config, 1, 0, 1, 0, currentTime - 2, 10, "bobby"), genTopology("topo-4", config, 1, 0, 1, 0, currentTime - 2, 10, "bobby"), genTopology("topo-5", config, 1, 0, 1, 0, currentTime - 2, 29, "derek"), genTopology("topo-6", config, 1, 0, 1, 0, currentTime - 2, 10, "derek"));
    Cluster cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, new HashMap<>(), topologies, config);
    scheduler = new ResourceAwareScheduler();
    scheduler.prepare(config, new StormMetricsRegistry());
    scheduler.schedule(topologies, cluster);
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-2", "topo-3", "topo-4", "topo-5", "topo-6");
    // fail supervisor
    SupervisorDetails supFailed = cluster.getSupervisors().values().iterator().next();
    LOG.info("/***** failing supervisor: {} ****/", supFailed.getHost());
    supMap.remove(supFailed.getId());
    Map<String, SchedulerAssignmentImpl> newAssignments = new HashMap<>();
    for (Map.Entry<String, SchedulerAssignment> topoToAssignment : cluster.getAssignments().entrySet()) {
        String topoId = topoToAssignment.getKey();
        SchedulerAssignment assignment = topoToAssignment.getValue();
        Map<ExecutorDetails, WorkerSlot> executorToSlots = new HashMap<>();
        for (Map.Entry<ExecutorDetails, WorkerSlot> execToWorker : assignment.getExecutorToSlot().entrySet()) {
            ExecutorDetails exec = execToWorker.getKey();
            WorkerSlot ws = execToWorker.getValue();
            if (!ws.getNodeId().equals(supFailed.getId())) {
                executorToSlots.put(exec, ws);
            }
        }
        newAssignments.put(topoId, new SchedulerAssignmentImpl(topoId, executorToSlots, null, null));
    }
    Map<String, String> statusMap = cluster.getStatusMap();
    LOG.warn("Rescheduling with removed Supervisor....");
    cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, newAssignments, topologies, config);
    cluster.setStatusMap(statusMap);
    scheduler.schedule(topologies, cluster);
    assertTopologiesFullyScheduled(cluster, "topo-2", "topo-3", "topo-4", "topo-5", "topo-6");
    assertTopologiesNotScheduled(cluster, "topo-1");
}

Example 37 with Cluster

use of org.apache.storm.scheduler.Cluster in project storm by apache.

the class TestResourceAwareScheduler method sanityTestOfScheduling.

@Test
public void sanityTestOfScheduling() {
    INimbus iNimbus = new INimbusTest();
    Map<String, SupervisorDetails> supMap = genSupervisors(1, 2, 400, 2000);
    Config config = new Config();
    config.putAll(defaultTopologyConf);
    scheduler = new ResourceAwareScheduler();
    TopologyDetails topology1 = genTopology("topology1", config, 1, 1, 1, 1, 0, 0, "user");
    Topologies topologies = new Topologies(topology1);
    Cluster cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, new HashMap<>(), topologies, config);
    scheduler.prepare(config, new StormMetricsRegistry());
    scheduler.schedule(topologies, cluster);
    SchedulerAssignment assignment = cluster.getAssignmentById(topology1.getId());
    Set<WorkerSlot> assignedSlots = assignment.getSlots();
    Set<String> nodesIDs = new HashSet<>();
    for (WorkerSlot slot : assignedSlots) {
        nodesIDs.add(slot.getNodeId());
    }
    Collection<ExecutorDetails> executors = assignment.getExecutors();
    assertEquals(1, assignedSlots.size());
    assertEquals(1, nodesIDs.size());
    assertEquals(2, executors.size());
    assertFalse(cluster.needsSchedulingRas(topology1));
    assertTrue(cluster.getStatusMap().get(topology1.getId()).startsWith("Running - Fully Scheduled by DefaultResourceAwareStrategy"));
}

Example 38 with Cluster

use of org.apache.storm.scheduler.Cluster in project storm by apache.

the class TestResourceAwareScheduler method testMultipleSpoutsAndCyclicTopologies.

/**
 * Test multiple spouts and cyclic topologies
 */
@Test
public void testMultipleSpoutsAndCyclicTopologies() {
    TopologyBuilder builder = new TopologyBuilder();
    builder.setSpout("spout-1", new TestSpout(), 5);
    builder.setSpout("spout-2", new TestSpout(), 5);
    builder.setBolt("bolt-1", new TestBolt(), 5).shuffleGrouping("spout-1").shuffleGrouping("bolt-3");
    builder.setBolt("bolt-2", new TestBolt(), 5).shuffleGrouping("bolt-1");
    builder.setBolt("bolt-3", new TestBolt(), 5).shuffleGrouping("bolt-2").shuffleGrouping("spout-2");
    INimbus iNimbus = new INimbusTest();
    Map<String, SupervisorDetails> supMap = genSupervisors(25, 1, 100, 1000);
    Config config = createClusterConfig(100, 500, 500, null);
    StormTopology stormTopology = builder.createTopology();
    config.put(Config.TOPOLOGY_SUBMITTER_USER, "jerry");
    TopologyDetails topo = new TopologyDetails("topo-1", config, stormTopology, 0, genExecsAndComps(stormTopology), 0, "jerry");
    Topologies topologies = new Topologies(topo);
    Cluster cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, new HashMap<String, SchedulerAssignmentImpl>(), topologies, config);
    scheduler = new ResourceAwareScheduler();
    scheduler.prepare(config, new StormMetricsRegistry());
    scheduler.schedule(topologies, cluster);
    assertTrue("Topo scheduled?", cluster.getAssignmentById(topo.getId()) != null);
    assertEquals("Topo all executors scheduled?", 25, cluster.getAssignmentById(topo.getId()).getExecutorToSlot().size());
}

Example 39 with Cluster

use of org.apache.storm.scheduler.Cluster in project storm by apache.

the class TestDefaultEvictionStrategy method testEviction.

/**
 * The resources in the cluster are limited. In the first round of scheduling, all resources in the cluster is used.
 * User jerry submits another topology.  Since user jerry has his resource guarantees satisfied, and user bobby
 * has exceeded his resource guarantee, topo-3 from user bobby should be evicted.
 */
@Test
public void testEviction() {
    INimbus iNimbus = new INimbusTest();
    Map<String, SupervisorDetails> supMap = genSupervisors(4, 4, 100, 1000);
    Map<String, Map<String, Number>> resourceUserPool = userResourcePool(userRes("jerry", 200, 2000), userRes("bobby", 100, 1000), userRes("derek", 200, 2000));
    Config config = createClusterConfig(100, 500, 500, resourceUserPool);
    Topologies topologies = new Topologies(genTopology("topo-1", config, 1, 0, 1, 0, currentTime - 2, 10, "jerry"), genTopology("topo-2", config, 1, 0, 1, 0, currentTime - 2, 10, "bobby"), genTopology("topo-3", config, 1, 0, 1, 0, currentTime - 2, 20, "bobby"), genTopology("topo-4", config, 1, 0, 1, 0, currentTime - 2, 29, "derek"));
    Cluster cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, new HashMap<>(), topologies, config);
    scheduler = new ResourceAwareScheduler();
    scheduler.prepare(config, new StormMetricsRegistry());
    scheduler.schedule(topologies, cluster);
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-2", "topo-3", "topo-4");
    // user jerry submits another topology
    topologies = addTopologies(topologies, genTopology("topo-6", config, 1, 0, 1, 0, currentTime - 2, 20, "jerry"));
    cluster = new Cluster(cluster, topologies);
    scheduler.schedule(topologies, cluster);
    // topo-3 evicted (lowest priority)
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-2", "topo-4", "topo-6");
    assertTopologiesNotScheduled(cluster, "topo-3");
}

Example 40 with Cluster

use of org.apache.storm.scheduler.Cluster in project storm by apache.

the class TestDefaultEvictionStrategy method testOverGuaranteeEviction.

/**
 * If users are above his or her guarantee, check if topology eviction works correctly
 */
@Test
public void testOverGuaranteeEviction() {
    INimbus iNimbus = new INimbusTest();
    Map<String, SupervisorDetails> supMap = genSupervisors(4, 4, 100, 1000);
    Map<String, Map<String, Number>> resourceUserPool = userResourcePool(userRes("jerry", 70, 700), userRes("bobby", 100, 1000), userRes("derek", 25, 250));
    Config config = createClusterConfig(100, 500, 500, resourceUserPool);
    Topologies topologies = new Topologies(genTopology("topo-1", config, 1, 0, 1, 0, currentTime - 2, 20, "jerry"), genTopology("topo-3", config, 1, 0, 1, 0, currentTime - 2, 10, "bobby"), genTopology("topo-4", config, 1, 0, 1, 0, currentTime - 2, 10, "bobby"), genTopology("topo-5", config, 1, 0, 1, 0, currentTime - 2, 29, "derek"));
    Cluster cluster = new Cluster(iNimbus, new ResourceMetrics(new StormMetricsRegistry()), supMap, new HashMap<>(), topologies, config);
    scheduler = new ResourceAwareScheduler();
    scheduler.prepare(config, new StormMetricsRegistry());
    LOG.info("\n\n\t\tScheduling topos 1,3,4,5");
    scheduler.schedule(topologies, cluster);
    LOG.info("\n\n\t\tDone scheduling...");
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-3", "topo-4", "topo-5");
    // user derek submits another topology into a full cluster
    // topo6 should not be able to scheduled initially, but since topo6 has higher priority than topo5
    // topo5 will be evicted so that topo6 can be scheduled
    topologies = addTopologies(topologies, genTopology("topo-6", config, 1, 0, 1, 0, currentTime - 2, 10, "derek"));
    cluster = new Cluster(cluster, topologies);
    LOG.info("\n\n\t\tScheduling topos 1,3,4,5,6");
    scheduler.schedule(topologies, cluster);
    LOG.info("\n\n\t\tDone scheduling...");
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-3", "topo-4", "topo-6");
    assertTopologiesNotScheduled(cluster, "topo-5");
    // user jerry submits topo2
    topologies = addTopologies(topologies, genTopology("topo-2", config, 1, 0, 1, 0, currentTime - 2, 20, "jerry"));
    cluster = new Cluster(cluster, topologies);
    LOG.info("\n\n\t\tScheduling topos 1-6");
    scheduler.schedule(topologies, cluster);
    LOG.info("\n\n\t\tDone scheduling...");
    assertTopologiesFullyScheduled(cluster, "topo-1", "topo-3", "topo-4", "topo-6");
    assertTopologiesNotScheduled(cluster, "topo-2", "topo-5");
}