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Example 16 with Context

use of io.mantisrx.runtime.Context in project mantis by Netflix.

the class StageExecutorsGroupByTest method testExecuteSource.

@SuppressWarnings({ "rawtypes", "unchecked" })
@Test
public void testExecuteSource() {
    TestGroupByJob provider = new TestGroupByJob();
    Job<Pair> job = provider.getJobInstance();
    List<StageConfig<?, ?>> stages = job.getStages();
    PortSelectorWithinRange portSelector = new PortSelectorWithinRange(8000, 9000);
    int serverPort = portSelector.acquirePort();
    WorkerPublisher producer = new WorkerPublisherRemoteObservable(serverPort, null, Observable.just(1), null);
    // execute source
    BehaviorSubject<Integer> workersInStageOneObservable = BehaviorSubject.create(1);
    StageExecutors.executeSource(0, job.getSource(), stages.get(0), producer, new Context(), workersInStageOneObservable);
    ConnectToGroupedObservable<String, Integer> config = new ConnectToGroupedObservable.Builder<String, Integer>().slotId("0").host("localhost").port(serverPort).keyDecoder(Codecs.string()).valueDecoder(Codecs.integer()).build();
    Iterator<GroupedObservable<String, Integer>> iter = RemoteObservable.connect(config).getObservable().toBlocking().getIterator();
    Assert.assertTrue(iter.hasNext());
    // verify numbers are grouped by even/odd
    // even is first due to zero
    GroupedObservable<String, Integer> even = iter.next();
    Assert.assertEquals("even", even.getKey());
    Iterator<Integer> evenIter = even.toBlocking().getIterator();
    Assert.assertEquals(0, evenIter.next().intValue());
    Assert.assertEquals(2, evenIter.next().intValue());
    Assert.assertEquals(4, evenIter.next().intValue());
    Assert.assertEquals(6, evenIter.next().intValue());
    GroupedObservable<String, Integer> odd = iter.next();
    Assert.assertEquals("odd", odd.getKey());
    Iterator<Integer> oddIter = odd.toBlocking().getIterator();
    Assert.assertEquals(1, oddIter.next().intValue());
    Assert.assertEquals(3, oddIter.next().intValue());
    Assert.assertEquals(5, oddIter.next().intValue());
    Assert.assertEquals(7, oddIter.next().intValue());
    // should only have two groups
    Assert.assertEquals(false, iter.hasNext());
}
Also used : Context(io.mantisrx.runtime.Context) PortSelectorWithinRange(io.reactivex.mantis.remote.observable.PortSelectorWithinRange) StageConfig(io.mantisrx.runtime.StageConfig) Endpoint(io.mantisrx.common.network.Endpoint) ConnectToGroupedObservable(io.reactivex.mantis.remote.observable.ConnectToGroupedObservable) ServeGroupedObservable(io.reactivex.mantis.remote.observable.ServeGroupedObservable) GroupedObservable(rx.observables.GroupedObservable) Test(org.junit.Test)

Example 17 with Context

use of io.mantisrx.runtime.Context in project mantis by Netflix.

the class StageExecutorsGroupByTest method testExecuteIntermediatStage.

@SuppressWarnings({ "rawtypes", "unchecked" })
@Test
public void testExecuteIntermediatStage() throws InterruptedException {
    // Note, this test has a timing issue, client starts
    // sending data before server is ready, resulting
    // in a RST (connection reset by peer)
    TestGroupByJob provider = new TestGroupByJob();
    Job<Pair> job = provider.getJobInstance();
    List<StageConfig<?, ?>> stages = job.getStages();
    PortSelectorWithinRange portSelector = new PortSelectorWithinRange(8000, 9000);
    final int publishPort = portSelector.acquirePort();
    final int consumerPort = portSelector.acquirePort();
    Observable<Observable<GroupedObservable<String, Integer>>> go = Observable.just(Observable.range(0, 10).groupBy(new Func1<Integer, String>() {

        @Override
        public String call(Integer t1) {
            if ((t1 % 2) == 0) {
                return "even";
            } else {
                return "odd";
            }
        }
    }));
    // mimic previous stage with a server
    ServeGroupedObservable<String, Integer> config = new ServeGroupedObservable.Builder<String, Integer>().keyEncoder(Codecs.string()).valueEncoder(Codecs.integer()).observable(go).build();
    RemoteRxServer server = new RemoteRxServer.Builder().addObservable(config).port(consumerPort).build();
    server.start();
    EndpointInjector staticEndpoints = new EndpointInjector() {

        @Override
        public Observable<EndpointChange> deltas() {
            return Observable.create(new OnSubscribe<EndpointChange>() {

                @Override
                public void call(Subscriber<? super EndpointChange> subscriber) {
                    subscriber.onNext(new EndpointChange(EndpointChange.Type.add, new Endpoint("localhost", consumerPort, "0")));
                    subscriber.onNext(new EndpointChange(EndpointChange.Type.add, new Endpoint("localhost", consumerPort, "1")));
                    subscriber.onCompleted();
                }
            });
        }
    };
    WorkerConsumer consumer = new WorkerConsumerRemoteObservable(null, staticEndpoints);
    WorkerPublisher producer = new WorkerPublisherRemoteObservable(publishPort, null, Observable.just(1), null);
    // execute source
    StageExecutors.executeIntermediate(consumer, stages.get(1), producer, new Context());
    ConnectToGroupedObservable<String, Integer> connectConfig = new ConnectToGroupedObservable.Builder<String, Integer>().host("localhost").port(publishPort).keyDecoder(Codecs.string()).valueDecoder(Codecs.integer()).build();
    Iterator<GroupedObservable<String, Integer>> iter = RemoteObservable.connect(connectConfig).getObservable().toBlocking().getIterator();
    // verify numbers are grouped by even/odd
    // even is first due to zero
    GroupedObservable<String, Integer> even = iter.next();
    Assert.assertEquals("even", even.getKey());
    Iterator<Integer> evenIter = even.toBlocking().getIterator();
    Assert.assertEquals(0, evenIter.next().intValue());
    Assert.assertEquals(4, evenIter.next().intValue());
    Assert.assertEquals(16, evenIter.next().intValue());
    Assert.assertEquals(36, evenIter.next().intValue());
    GroupedObservable<String, Integer> odd = iter.next();
    Assert.assertEquals("odd", odd.getKey());
    Iterator<Integer> oddIter = odd.toBlocking().getIterator();
    Assert.assertEquals(1, oddIter.next().intValue());
    Assert.assertEquals(9, oddIter.next().intValue());
    Assert.assertEquals(25, oddIter.next().intValue());
    Assert.assertEquals(49, oddIter.next().intValue());
    // should only have two groups
    Assert.assertEquals(false, iter.hasNext());
}
Also used : EndpointChange(io.reactivex.mantis.remote.observable.EndpointChange) PortSelectorWithinRange(io.reactivex.mantis.remote.observable.PortSelectorWithinRange) ConnectToGroupedObservable(io.reactivex.mantis.remote.observable.ConnectToGroupedObservable) Endpoint(io.mantisrx.common.network.Endpoint) Func1(rx.functions.Func1) Context(io.mantisrx.runtime.Context) RemoteRxServer(io.reactivex.mantis.remote.observable.RemoteRxServer) StageConfig(io.mantisrx.runtime.StageConfig) Endpoint(io.mantisrx.common.network.Endpoint) ConnectToGroupedObservable(io.reactivex.mantis.remote.observable.ConnectToGroupedObservable) ServeGroupedObservable(io.reactivex.mantis.remote.observable.ServeGroupedObservable) RemoteObservable(io.reactivex.mantis.remote.observable.RemoteObservable) Observable(rx.Observable) GroupedObservable(rx.observables.GroupedObservable) EndpointInjector(io.reactivex.mantis.remote.observable.EndpointInjector) ConnectToGroupedObservable(io.reactivex.mantis.remote.observable.ConnectToGroupedObservable) ServeGroupedObservable(io.reactivex.mantis.remote.observable.ServeGroupedObservable) GroupedObservable(rx.observables.GroupedObservable) Test(org.junit.Test)

Example 18 with Context

use of io.mantisrx.runtime.Context in project mantis by Netflix.

the class StageExecutorsTest method testExecuteIntermediatStage.

@SuppressWarnings({ "rawtypes", "unchecked" })
@Test
public void testExecuteIntermediatStage() throws InterruptedException {
    TestJob provider = new TestJob();
    Job<Integer> job = provider.getJobInstance();
    List<StageConfig<?, ?>> stages = job.getStages();
    PortSelectorWithinRange portSelector = new PortSelectorWithinRange(8000, 9000);
    final int publishPort = portSelector.acquirePort();
    final int consumerPort = portSelector.acquirePort();
    // mimic previous stage with a server
    RemoteRxServer server1 = RemoteObservable.serve(consumerPort, Observable.range(0, 10), Codecs.integer());
    server1.start();
    EndpointInjector staticEndpoints = new EndpointInjector() {

        @Override
        public Observable<EndpointChange> deltas() {
            return Observable.create(new OnSubscribe<EndpointChange>() {

                @Override
                public void call(Subscriber<? super EndpointChange> subscriber) {
                    subscriber.onNext(new EndpointChange(EndpointChange.Type.add, new Endpoint("localhost", consumerPort, "1")));
                    subscriber.onCompleted();
                }
            });
        }
    };
    WorkerConsumer consumer = new WorkerConsumerRemoteObservable(null, staticEndpoints);
    WorkerPublisher producer = new WorkerPublisherRemoteObservable(publishPort, null, Observable.just(1), null);
    // execute intermediate, flatten results
    StageExecutors.executeIntermediate(consumer, stages.get(1), producer, new Context());
    Iterator<Integer> iter = RemoteObservable.connect(new ConnectToObservable.Builder<Integer>().host("localhost").slotId("0").port(publishPort).decoder(Codecs.integer()).build()).getObservable().toBlocking().getIterator();
    // verify numbers are even
    Assert.assertEquals(0, iter.next().intValue());
    Assert.assertEquals(2, iter.next().intValue());
    Assert.assertEquals(4, iter.next().intValue());
}
Also used : Context(io.mantisrx.runtime.Context) EndpointChange(io.reactivex.mantis.remote.observable.EndpointChange) PortSelectorWithinRange(io.reactivex.mantis.remote.observable.PortSelectorWithinRange) RemoteRxServer(io.reactivex.mantis.remote.observable.RemoteRxServer) StageConfig(io.mantisrx.runtime.StageConfig) Endpoint(io.mantisrx.common.network.Endpoint) ConnectToObservable(io.reactivex.mantis.remote.observable.ConnectToObservable) Endpoint(io.mantisrx.common.network.Endpoint) EndpointInjector(io.reactivex.mantis.remote.observable.EndpointInjector) Test(org.junit.Test)

Example 19 with Context

use of io.mantisrx.runtime.Context in project mantis by Netflix.

the class StageExecutorsTest method testExecuteSink.

@SuppressWarnings({ "rawtypes", "unchecked" })
@Test
public void testExecuteSink() throws InterruptedException {
    TestJob provider = new TestJob();
    Job<Integer> job = provider.getJobInstance();
    List<StageConfig<?, ?>> stages = job.getStages();
    PortSelectorWithinRange portSelector = new PortSelectorWithinRange(8000, 9000);
    final int consumerPort = portSelector.acquirePort();
    // mimic previous stage with a server
    RemoteRxServer server1 = RemoteObservable.serve(consumerPort, Observable.range(0, 10), Codecs.integer());
    server1.start();
    EndpointInjector staticEndpoints = new EndpointInjector() {

        @Override
        public Observable<EndpointChange> deltas() {
            return Observable.create(new OnSubscribe<EndpointChange>() {

                @Override
                public void call(Subscriber<? super EndpointChange> subscriber) {
                    subscriber.onNext(new EndpointChange(EndpointChange.Type.add, new Endpoint("localhost", consumerPort, "1")));
                    subscriber.onCompleted();
                }
            });
        }
    };
    Action0 noOpAction = new Action0() {

        @Override
        public void call() {
        }
    };
    Action1<Throwable> noOpError = new Action1<Throwable>() {

        @Override
        public void call(Throwable t) {
        }
    };
    WorkerConsumer consumer = new WorkerConsumerRemoteObservable(null, staticEndpoints);
    // execute source
    StageExecutors.executeSink(consumer, stages.get(1), job.getSink(), new TestPortSelector(), new RxMetrics(), new Context(), noOpAction, null, null, noOpAction, noOpError);
    Iterator<Integer> iter = provider.getItemsWritten().iterator();
    // verify numbers are even
    Assert.assertEquals(0, iter.next().intValue());
    Assert.assertEquals(2, iter.next().intValue());
    Assert.assertEquals(4, iter.next().intValue());
}
Also used : Context(io.mantisrx.runtime.Context) Action0(rx.functions.Action0) Action1(rx.functions.Action1) EndpointChange(io.reactivex.mantis.remote.observable.EndpointChange) PortSelectorWithinRange(io.reactivex.mantis.remote.observable.PortSelectorWithinRange) RemoteRxServer(io.reactivex.mantis.remote.observable.RemoteRxServer) StageConfig(io.mantisrx.runtime.StageConfig) Endpoint(io.mantisrx.common.network.Endpoint) Endpoint(io.mantisrx.common.network.Endpoint) RxMetrics(io.reactivex.mantis.remote.observable.RxMetrics) EndpointInjector(io.reactivex.mantis.remote.observable.EndpointInjector) Test(org.junit.Test)

Example 20 with Context

use of io.mantisrx.runtime.Context in project mantis by Netflix.

the class JobAutoScalerTest method testScaleDownNotLessThanMin.

@Test
public void testScaleDownNotLessThanMin() throws InterruptedException {
    final String jobId = "test-job-1";
    final int coolDownSec = 2;
    final int scalingStageNum = 1;
    final MantisMasterClientApi mockMasterClientApi = mock(MantisMasterClientApi.class);
    final Map<Integer, StageSchedulingInfo> schedulingInfoMap = new HashMap<>();
    final int numStage1Workers = 5;
    final int increment = 10;
    // decrement by 10 on scale down, this will push num workers below min and below 0.
    final int decrement = 10;
    final int min = 3;
    final int max = 50;
    final double scaleUpAbovePct = 45.0;
    final double scaleDownBelowPct = 15.0;
    final double workerMemoryMB = 512.0;
    final StageSchedulingInfo stage1SchedInfo = StageSchedulingInfo.builder().numberOfInstances(numStage1Workers).machineDefinition(new MachineDefinition(2, workerMemoryMB, 200, 1024, 2)).scalingPolicy(new StageScalingPolicy(scalingStageNum, min, max, increment, decrement, coolDownSec, Collections.singletonMap(StageScalingPolicy.ScalingReason.Memory, new StageScalingPolicy.Strategy(StageScalingPolicy.ScalingReason.Memory, scaleDownBelowPct, scaleUpAbovePct, new StageScalingPolicy.RollingCount(1, 2))))).scalable(true).build();
    schedulingInfoMap.put(scalingStageNum, stage1SchedInfo);
    when(mockMasterClientApi.scaleJobStage(eq(jobId), eq(scalingStageNum), anyInt(), anyString())).thenReturn(Observable.just(true));
    Context context = mock(Context.class);
    when(context.getWorkerMapObservable()).thenReturn(Observable.empty());
    final JobAutoScaler jobAutoScaler = new JobAutoScaler(jobId, new SchedulingInfo(schedulingInfoMap), mockMasterClientApi, context);
    jobAutoScaler.start();
    final Observer<JobAutoScaler.Event> jobAutoScalerObserver = jobAutoScaler.getObserver();
    // should trigger a scale down (below 15% scaleDown threshold)
    jobAutoScalerObserver.onNext(new JobAutoScaler.Event(StageScalingPolicy.ScalingReason.Memory, scalingStageNum, workerMemoryMB * (scaleDownBelowPct / 100.0 - 0.01), numStage1Workers, ""));
    verify(mockMasterClientApi, timeout(1000).times(1)).scaleJobStage(jobId, scalingStageNum, min, String.format("Memory with value %1$,.2f is below scaleDown threshold of %2$,.1f", (scaleDownBelowPct / 100.0 - 0.01) * 100.0, scaleDownBelowPct));
    verifyNoMoreInteractions(mockMasterClientApi);
}
Also used : Context(io.mantisrx.runtime.Context) MachineDefinition(io.mantisrx.runtime.MachineDefinition) StageSchedulingInfo(io.mantisrx.runtime.descriptor.StageSchedulingInfo) SchedulingInfo(io.mantisrx.runtime.descriptor.SchedulingInfo) HashMap(java.util.HashMap) Matchers.anyString(org.mockito.Matchers.anyString) AtomicInteger(java.util.concurrent.atomic.AtomicInteger) StageScalingPolicy(io.mantisrx.runtime.descriptor.StageScalingPolicy) MantisMasterClientApi(io.mantisrx.server.master.client.MantisMasterClientApi) StageSchedulingInfo(io.mantisrx.runtime.descriptor.StageSchedulingInfo) Test(org.junit.Test)

Aggregations

Context (io.mantisrx.runtime.Context)49 Test (org.junit.Test)34 CountDownLatch (java.util.concurrent.CountDownLatch)24 Index (io.mantisrx.runtime.source.Index)23 Observable (rx.Observable)23 AtomicInteger (java.util.concurrent.atomic.AtomicInteger)20 Action1 (rx.functions.Action1)19 Action0 (rx.functions.Action0)17 Map (java.util.Map)16 Parameters (io.mantisrx.runtime.parameter.Parameters)15 Logger (org.slf4j.Logger)13 LoggerFactory (org.slf4j.LoggerFactory)13 ParameterTestUtils (io.mantisrx.connector.kafka.ParameterTestUtils)11 TimeUnit (java.util.concurrent.TimeUnit)11 StageConfig (io.mantisrx.runtime.StageConfig)10 HashMap (java.util.HashMap)10 ConcurrentHashMap (java.util.concurrent.ConcurrentHashMap)10 Endpoint (io.mantisrx.common.network.Endpoint)9 WorkerInfo (io.mantisrx.runtime.WorkerInfo)9 ByteBuf (io.netty.buffer.ByteBuf)8