Examples with StageScalingPolicy io.mantisrx.runtime.descriptor.StageScalingPolicy used on opensource projects

Example 11 with StageScalingPolicy

use of io.mantisrx.runtime.descriptor.StageScalingPolicy in project mantis by Netflix.

the class RpsClutchConfigurationSelectorTest method testScalingPolicyFallback.

@Test
public void testScalingPolicyFallback() {
    UpdateDoublesSketch rpsSketch = UpdateDoublesSketch.builder().setK(1024).build();
    rpsSketch.update(100);
    Map<Clutch.Metric, UpdateDoublesSketch> sketches = ImmutableMap.of(Clutch.Metric.RPS, rpsSketch);
    StageScalingPolicy scalingPolicy = new StageScalingPolicy(1, 2, 9, 0, 0, 400L, null);
    StageSchedulingInfo schedulingInfo = StageSchedulingInfo.builder().numberOfInstances(3).scalingPolicy(scalingPolicy).scalable(true).build();
    RpsClutchConfigurationSelector selector = new RpsClutchConfigurationSelector(1, schedulingInfo, null);
    ClutchConfiguration config = selector.apply(sketches);
    assertEquals(Clutch.Metric.RPS, config.getMetric());
    assertEquals(100.0, config.getSetPoint(), 1e-10);
    assertEquals(2, config.getMinSize());
    assertEquals(9, config.getMaxSize());
    assertEquals(Tuple.of(30.0, 0.0), config.getRope());
    assertEquals(400L, config.getCooldownInterval());
    assertEquals(0.9, config.getIntegralDecay(), 1e-10);
}

Example 12 with StageScalingPolicy

use of io.mantisrx.runtime.descriptor.StageScalingPolicy in project mantis by Netflix.

the class JobClusterRoute method validateSubmitJobRequest.

/**
 * @return true to indicate valid, false otherwise. The String holds the error message when the request is invalid
 */
private Pair<Boolean, String> validateSubmitJobRequest(MantisJobDefinition mjd) {
    if (mjd.getName() == null || mjd.getName().length() == 0) {
        logger.info("rejecting job submit request, must include name {}", mjd);
        return Pair.apply(false, "Job definition must include name");
    }
    SchedulingInfo schedulingInfo = mjd.getSchedulingInfo();
    if (schedulingInfo != null) {
        Map<Integer, StageSchedulingInfo> stages = schedulingInfo.getStages();
        if (stages == null) {
            return Pair.apply(true, "");
        }
        for (StageSchedulingInfo stageSchedInfo : stages.values()) {
            double cpuCores = stageSchedInfo.getMachineDefinition().getCpuCores();
            int maxCpuCores = ConfigurationProvider.getConfig().getWorkerMachineDefinitionMaxCpuCores();
            if (cpuCores > maxCpuCores) {
                logger.info("rejecting job submit request, requested CPU {} > max for {} (user: {}) (stage: {})", cpuCores, mjd.getName(), mjd.getUser(), stages);
                return Pair.apply(false, "requested CPU cannot be more than max CPU per worker " + maxCpuCores);
            }
            double memoryMB = stageSchedInfo.getMachineDefinition().getMemoryMB();
            int maxMemoryMB = ConfigurationProvider.getConfig().getWorkerMachineDefinitionMaxMemoryMB();
            if (memoryMB > maxMemoryMB) {
                logger.info("rejecting job submit request, requested memory {} > max for {} (user: {}) (stage: {})", memoryMB, mjd.getName(), mjd.getUser(), stages);
                return Pair.apply(false, "requested memory cannot be more than max memoryMB per worker " + maxMemoryMB);
            }
            double networkMbps = stageSchedInfo.getMachineDefinition().getNetworkMbps();
            int maxNetworkMbps = ConfigurationProvider.getConfig().getWorkerMachineDefinitionMaxNetworkMbps();
            if (networkMbps > maxNetworkMbps) {
                logger.info("rejecting job submit request, requested network {} > max for {} (user: {}) (stage: {})", networkMbps, mjd.getName(), mjd.getUser(), stages);
                return Pair.apply(false, "requested network cannot be more than max networkMbps per worker " + maxNetworkMbps);
            }
            int numberOfInstances = stageSchedInfo.getNumberOfInstances();
            int maxWorkersPerStage = ConfigurationProvider.getConfig().getMaxWorkersPerStage();
            if (numberOfInstances > maxWorkersPerStage) {
                logger.info("rejecting job submit request, requested num instances {} > max for {} (user: {}) (stage: {})", numberOfInstances, mjd.getName(), mjd.getUser(), stages);
                return Pair.apply(false, "requested number of instances per stage cannot be more than " + maxWorkersPerStage);
            }
            StageScalingPolicy scalingPolicy = stageSchedInfo.getScalingPolicy();
            if (scalingPolicy != null) {
                if (scalingPolicy.getMax() > maxWorkersPerStage) {
                    logger.info("rejecting job submit request, requested num instances in scaling policy {} > max for {} (user: {}) (stage: {})", numberOfInstances, mjd.getName(), mjd.getUser(), stages);
                    return Pair.apply(false, "requested number of instances per stage in scaling policy cannot be more than " + maxWorkersPerStage);
                }
            }
        }
    }
    return Pair.apply(true, "");
}

Example 13 with StageScalingPolicy

use of io.mantisrx.runtime.descriptor.StageScalingPolicy in project mantis by Netflix.

the class JobScaleUpDownTests method stageScalingPolicyNoStrategyTest.

@Test
public void stageScalingPolicyNoStrategyTest() {
    int stageNo = 1;
    int min = 0;
    int max = 10;
    int increment = 1;
    int decrement = 1;
    long cooldownsecs = 300;
    Map<ScalingReason, Strategy> smap = new HashMap<>();
    StageScalingPolicy ssp = new StageScalingPolicy(stageNo, min, max, increment, decrement, cooldownsecs, smap);
    assertFalse(ssp.isEnabled());
}

Example 14 with StageScalingPolicy

use of io.mantisrx.runtime.descriptor.StageScalingPolicy in project mantis by Netflix.

the class JobScaleUpDownTests method testJobScaleDown.

@Test
public void testJobScaleDown() throws Exception, InvalidJobException, io.mantisrx.runtime.command.InvalidJobException {
    final TestKit probe = new TestKit(system);
    Map<ScalingReason, Strategy> smap = new HashMap<>();
    smap.put(ScalingReason.CPU, new Strategy(ScalingReason.CPU, 0.5, 0.75, null));
    smap.put(ScalingReason.DataDrop, new Strategy(ScalingReason.DataDrop, 0.0, 2.0, null));
    SchedulingInfo sInfo = new SchedulingInfo.Builder().numberOfStages(1).multiWorkerScalableStageWithConstraints(2, new MachineDefinition(1.0, 1.0, 1.0, 3), Lists.newArrayList(), Lists.newArrayList(), new StageScalingPolicy(1, 0, 10, 1, 1, 0, smap)).build();
    String clusterName = "testJobScaleUp";
    MantisScheduler schedulerMock = mock(MantisScheduler.class);
    MantisJobStore jobStoreMock = mock(MantisJobStore.class);
    ActorRef jobActor = JobTestHelper.submitSingleStageScalableJob(system, probe, clusterName, sInfo, schedulerMock, jobStoreMock, lifecycleEventPublisher);
    // send scale down request
    jobActor.tell(new JobClusterManagerProto.ScaleStageRequest(clusterName + "-1", 1, 1, "", ""), probe.getRef());
    JobClusterManagerProto.ScaleStageResponse scaleResp = probe.expectMsgClass(JobClusterManagerProto.ScaleStageResponse.class);
    System.out.println("ScaleDownResp " + scaleResp.message);
    assertEquals(SUCCESS, scaleResp.responseCode);
    assertEquals(1, scaleResp.getActualNumWorkers());
    verify(jobStoreMock, times(1)).storeNewJob(any());
    // initial worker
    verify(jobStoreMock, times(1)).storeNewWorkers(any(), any());
    // 9 for worker events + 1 for scale down
    verify(jobStoreMock, times(10)).updateWorker(any());
    verify(jobStoreMock, times(3)).updateJob(any());
    // 1 scale down
    verify(schedulerMock, times(1)).unscheduleAndTerminateWorker(any(), any());
    // 1 job master + 2 workers
    verify(schedulerMock, times(3)).scheduleWorker(any());
}

Example 15 with StageScalingPolicy

use of io.mantisrx.runtime.descriptor.StageScalingPolicy in project mantis by Netflix.

the class JobScaleUpDownTests method testSchedulingInfo.

// TODO fix for timing issues
// @Test
public void testSchedulingInfo() throws Exception {
    CountDownLatch latch = new CountDownLatch(11);
    List<JobSchedulingInfo> schedulingChangesList = new CopyOnWriteArrayList<>();
    final TestKit probe = new TestKit(system);
    Map<ScalingReason, Strategy> smap = new HashMap<>();
    smap.put(ScalingReason.CPU, new Strategy(ScalingReason.CPU, 0.5, 0.75, null));
    smap.put(ScalingReason.DataDrop, new Strategy(ScalingReason.DataDrop, 0.0, 2.0, null));
    SchedulingInfo sInfo = new SchedulingInfo.Builder().numberOfStages(1).multiWorkerScalableStageWithConstraints(1, new MachineDefinition(1.0, 1.0, 1.0, 3), Lists.newArrayList(), Lists.newArrayList(), new StageScalingPolicy(1, 0, 10, 1, 1, 0, smap)).build();
    String clusterName = "testSchedulingInfo";
    MantisScheduler schedulerMock = mock(MantisScheduler.class);
    MantisJobStore jobStoreMock = mock(MantisJobStore.class);
    CountDownLatch worker1Started = new CountDownLatch(1);
    ActorRef jobActor = JobTestHelper.submitSingleStageScalableJob(system, probe, clusterName, sInfo, schedulerMock, jobStoreMock, lifecycleEventPublisher);
    JobId jobId = new JobId(clusterName, 1);
    JobClusterManagerProto.GetJobSchedInfoRequest getJobSchedInfoRequest = new JobClusterManagerProto.GetJobSchedInfoRequest(jobId);
    jobActor.tell(getJobSchedInfoRequest, probe.getRef());
    JobClusterManagerProto.GetJobSchedInfoResponse resp = probe.expectMsgClass(JobClusterManagerProto.GetJobSchedInfoResponse.class);
    assertEquals(SUCCESS, resp.responseCode);
    assertTrue(resp.getJobSchedInfoSubject().isPresent());
    ObjectMapper mapper = new ObjectMapper();
    BehaviorSubject<JobSchedulingInfo> jobSchedulingInfoBehaviorSubject = resp.getJobSchedInfoSubject().get();
    jobSchedulingInfoBehaviorSubject.doOnNext((js) -> {
        System.out.println("Got --> " + js.toString());
    }).map((e) -> {
        try {
            return mapper.writeValueAsString(e);
        } catch (JsonProcessingException e1) {
            e1.printStackTrace();
            return "{\"error\":" + e1.getMessage() + "}";
        }
    }).map((js) -> {
        try {
            return mapper.readValue(js, JobSchedulingInfo.class);
        } catch (IOException e) {
            e.printStackTrace();
            return null;
        }
    }).filter((j) -> j != null).doOnNext((js) -> {
    // Map<Integer, WorkerAssignments> workerAssignments = js.getWorkerAssignments();
    // WorkerAssignments workerAssignments1 = workerAssignments.get(1);
    // assertEquals(1, workerAssignments1.getNumWorkers());
    // Map<Integer, WorkerHost> hosts = workerAssignments1.getHosts();
    // // make sure worker number 1 exists
    // assertTrue(hosts.containsKey(1));
    }).doOnCompleted(() -> {
        System.out.println("SchedulingInfo completed");
        System.out.println(schedulingChangesList.size() + " Sched changes received");
    }).observeOn(Schedulers.io()).subscribe((js) -> {
        latch.countDown();
        schedulingChangesList.add(js);
    });
    // send scale up request
    jobActor.tell(new JobClusterManagerProto.ScaleStageRequest(jobId.getId(), 1, 2, "", ""), probe.getRef());
    JobClusterManagerProto.ScaleStageResponse scaleResp = probe.expectMsgClass(JobClusterManagerProto.ScaleStageResponse.class);
    System.out.println("ScaleupResp " + scaleResp.message);
    assertEquals(SUCCESS, scaleResp.responseCode);
    assertEquals(2, scaleResp.getActualNumWorkers());
    JobTestHelper.sendLaunchedInitiatedStartedEventsToWorker(probe, jobActor, jobId.getId(), 1, new WorkerId(jobId.getId(), 1, 3));
    // worker gets lost
    JobTestHelper.sendWorkerTerminatedEvent(probe, jobActor, jobId.getId(), new WorkerId(jobId.getId(), 1, 3));
    // Send replacement worker messages
    JobTestHelper.sendLaunchedInitiatedStartedEventsToWorker(probe, jobActor, jobId.getId(), 1, new WorkerId(jobId.getId(), 1, 4));
    // scale down
    jobActor.tell(new JobClusterManagerProto.ScaleStageRequest(jobId.getId(), 1, 1, "", ""), probe.getRef());
    JobClusterManagerProto.ScaleStageResponse scaleDownResp = probe.expectMsgClass(JobClusterManagerProto.ScaleStageResponse.class);
    System.out.println("ScaleDownResp " + scaleDownResp.message);
    assertEquals(SUCCESS, scaleDownResp.responseCode);
    assertEquals(1, scaleDownResp.getActualNumWorkers());
    // kill job
    jobActor.tell(new JobClusterProto.KillJobRequest(jobId, "killed", JobCompletedReason.Killed, "test", probe.getRef()), probe.getRef());
    probe.expectMsgClass(JobClusterProto.KillJobResponse.class);
    for (JobSchedulingInfo jobSchedulingInfo : schedulingChangesList) {
        System.out.println(jobSchedulingInfo);
    }
    /*
    SchedulingChange [jobId=testSchedulingInfo-1,
workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=1, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
													   3=WorkerHost [state=Launched, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
													   3=WorkerHost [state=StartInitiated, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
													   3=WorkerHost [state=Started, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
													   4=WorkerHost [state=Launched, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
														4=WorkerHost [state=StartInitiated, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=2, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]],
														4=WorkerHost [state=Started, workerIndex=1, host=host1, port=[9020]]}]}]
SchedulingChange [jobId=testSchedulingInfo-1, workerAssignments={
	0=WorkerAssignments [stage=0, numWorkers=1, hosts={1=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}],
	1=WorkerAssignments [stage=1, numWorkers=1, hosts={2=WorkerHost [state=Started, workerIndex=0, host=host1, port=[9020]]}
	]}]
     */
    latch.await(1000, TimeUnit.SECONDS);
    System.out.println("---->Verifying scheduling changes " + schedulingChangesList.size());
    assertEquals(11, schedulingChangesList.size());
    for (int i = 0; i < schedulingChangesList.size(); i++) {
        JobSchedulingInfo js = schedulingChangesList.get(i);
        // jobid is correct
        assertEquals(jobId.getId(), js.getJobId());
        Map<Integer, WorkerAssignments> workerAssignments = js.getWorkerAssignments();
        // has info about stage 1
        System.out.println("WorkerAssignments -> " + workerAssignments);
        // assertTrue(workerAssignments.containsKey(1));
        switch(i) {
            case 0:
                WorkerAssignments wa0 = workerAssignments.get(1);
                assertEquals(1, wa0.getNumWorkers());
                Map<Integer, WorkerHost> hosts0 = wa0.getHosts();
                // make sure worker number 2 exists
                validateHost(hosts0, 0, 2, MantisJobState.Started);
                break;
            // scale up by 1
            case 1:
                WorkerAssignments wa1 = workerAssignments.get(1);
                assertEquals(2, wa1.getNumWorkers());
                Map<Integer, WorkerHost> hosts1 = wa1.getHosts();
                assertEquals(1, hosts1.size());
                // first update has only numWorkers updated but the new worker is still in Accepted state, so no host entry for it
                validateHost(hosts1, 0, 2, MantisJobState.Started);
                assertFalse(hosts1.containsKey(3));
                break;
            case 2:
                WorkerAssignments wa2 = workerAssignments.get(1);
                assertEquals(2, wa2.getNumWorkers());
                Map<Integer, WorkerHost> hosts2 = wa2.getHosts();
                assertEquals(2, hosts2.size());
                // next update should have both numWorkers and the new worker in Launched state
                validateHost(hosts2, 0, 2, MantisJobState.Started);
                validateHost(hosts2, 1, 3, MantisJobState.Launched);
                break;
            case 3:
                WorkerAssignments wa3 = workerAssignments.get(1);
                assertEquals(2, wa3.getNumWorkers());
                Map<Integer, WorkerHost> hosts3 = wa3.getHosts();
                assertEquals(2, hosts3.size());
                // this update is for new worker in StartInit state
                validateHost(hosts3, 0, 2, MantisJobState.Started);
                validateHost(hosts3, 1, 3, MantisJobState.StartInitiated);
                break;
            case 4:
                WorkerAssignments wa4 = workerAssignments.get(1);
                assertEquals(2, wa4.getNumWorkers());
                Map<Integer, WorkerHost> hosts4 = wa4.getHosts();
                assertEquals(2, hosts4.size());
                // this update is for new worker in Started state
                validateHost(hosts4, 0, 2, MantisJobState.Started);
                validateHost(hosts4, 1, 3, MantisJobState.Started);
                break;
            case 5:
                // worker 3 is lost and should be resubmitted
                WorkerAssignments wa5 = workerAssignments.get(1);
                assertEquals(2, wa5.getNumWorkers());
                Map<Integer, WorkerHost> hosts5 = wa5.getHosts();
                assertEquals(1, hosts5.size());
                validateHost(hosts5, 0, 2, MantisJobState.Started);
                assertFalse(hosts5.containsKey(3));
                break;
            case 6:
                // worker 3 is replaced by worker num 4
                WorkerAssignments wa6 = workerAssignments.get(1);
                assertEquals(2, wa6.getNumWorkers());
                Map<Integer, WorkerHost> hosts6 = wa6.getHosts();
                // this update should have both numWorkers and the new worker in Launched state
                assertEquals(2, hosts6.size());
                validateHost(hosts6, 0, 2, MantisJobState.Started);
                validateHost(hosts6, 1, 4, MantisJobState.Launched);
                break;
            case 7:
                WorkerAssignments wa7 = workerAssignments.get(1);
                assertEquals(2, wa7.getNumWorkers());
                Map<Integer, WorkerHost> hosts7 = wa7.getHosts();
                // update for new worker in StartInit state
                assertEquals(2, hosts7.size());
                validateHost(hosts7, 0, 2, MantisJobState.Started);
                validateHost(hosts7, 1, 4, MantisJobState.StartInitiated);
                break;
            case 8:
                WorkerAssignments wa8 = workerAssignments.get(1);
                assertEquals(2, wa8.getNumWorkers());
                Map<Integer, WorkerHost> hosts8 = wa8.getHosts();
                // update for new worker in Started state
                assertEquals(2, hosts8.size());
                validateHost(hosts8, 0, 2, MantisJobState.Started);
                validateHost(hosts8, 1, 4, MantisJobState.Started);
                break;
            case 9:
                // scale down, worker 4 should be gone now and numWorkers set to 1
                WorkerAssignments wa9 = workerAssignments.get(1);
                assertEquals(1, wa9.getNumWorkers());
                Map<Integer, WorkerHost> hosts9 = wa9.getHosts();
                assertTrue(hosts9.containsKey(2));
                assertEquals(1, hosts9.size());
                validateHost(hosts9, 0, 2, MantisJobState.Started);
                break;
            case 10:
                // job has been killed
                assertTrue(workerAssignments.isEmpty());
                break;
            default:
                fail();
        }
    }
// 
// verify(jobStoreMock, times(1)).storeNewJob(any());
// // initial worker
// verify(jobStoreMock, times(1)).storeNewWorkers(any(),any());
// 
// //scale up worker
// verify(jobStoreMock, times(1)).storeNewWorker(any());
// 
// // verify(jobStoreMock, times(17)).updateWorker(any());
// 
// verify(jobStoreMock, times(3)).updateJob(any());
// 
// // initial worker + job master and scale up worker + resubmit
// verify(schedulerMock, times(4)).scheduleWorker(any());
// 
// verify(schedulerMock, times(4)).unscheduleAndTerminateWorker(any(), any());
}