Examples with DegraderLoadBalancerStrategyConfig com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig used on opensource projects

Example 41 with DegraderLoadBalancerStrategyConfig

use of com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig in project rest.li by linkedin.

the class DegraderLoadBalancerTest method clusterTotalRecovery1TC.

/**
   * simulates the situation where a cluster latency gets so high that we will reduce the number of
   * points in hashring to 0 and then increase the call drop rate to 1.0
   * This will causes the cluster to receive no traffic and we want to see if the cluster can recover
   * from such situation.
   * @param myMap
   * @param clock
   * @param timeInterval
   * @param strategy
   */
public void clusterTotalRecovery1TC(Map<String, Object> myMap, TestClock clock, Long timeInterval, DegraderLoadBalancerStrategyAdapter strategy) {
    final int NUM_CHECKS = 5;
    final Long TIME_INTERVAL = timeInterval;
    DegraderLoadBalancerStrategyConfig config = DegraderLoadBalancerStrategyConfig.createHttpConfigFromMap(myMap);
    List<TrackerClient> clients = new ArrayList<TrackerClient>();
    URI uri1 = URI.create("http://test.linkedin.com:3242/fdsaf");
    URIRequest request = new URIRequest(uri1);
    TrackerClient client1 = new TrackerClient(uri1, getDefaultPartitionData(1d), new TestLoadBalancerClient(uri1), clock, null);
    clients.add(client1);
    // force client1 to be disabled
    DegraderControl dcClient1Default = client1.getDegraderControl(DEFAULT_PARTITION_ID);
    dcClient1Default.setOverrideMinCallCount(5);
    dcClient1Default.setMinCallCount(5);
    dcClient1Default.setMaxDropRate(1d);
    dcClient1Default.setUpStep(1.0d);
    List<CallCompletion> ccList = new ArrayList<CallCompletion>();
    CallCompletion cc;
    for (int j = 0; j < NUM_CHECKS; j++) {
        cc = client1.getCallTracker().startCall();
        ccList.add(cc);
    }
    // add high latency and errors to shut off traffic to this tracker client.
    clock.addMs(3500);
    for (Iterator<CallCompletion> iter = ccList.listIterator(); iter.hasNext(); ) {
        cc = iter.next();
        cc.endCallWithError();
        iter.remove();
    }
    // go to next time interval.
    clock.addMs(TIME_INTERVAL);
    Assert.assertEquals(dcClient1Default.getCurrentComputedDropRate(), 1.0);
    // trigger a state update
    TrackerClient resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    // now we mimic the high latency and force the state to drop all calls so to make
    // the overrideClusterDropRate to 1.0
    ccList = new ArrayList<CallCompletion>();
    for (int j = 0; j < NUM_CHECKS; j++) {
        cc = client1.getCallTracker().startCall();
        ccList.add(cc);
    }
    //make sure that the latency is really high
    clock.addMs(3500);
    for (Iterator<CallCompletion> iter = ccList.listIterator(); iter.hasNext(); ) {
        cc = iter.next();
        cc.endCallWithError();
        iter.remove();
    }
    // go to next time interval.
    clock.addMs(TIME_INTERVAL);
    // trigger a state update
    resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    //this time the cluster override drop rate is set to 1.0 so resultTC should be null because we drop the client
    assertNull(resultTC);
    assertEquals(strategy.getCurrentOverrideDropRate(), config.getGlobalStepUp());
    // add another time interval
    clock.addMs(TIME_INTERVAL);
    // usually we alternate between LoadBalancing and CallDropping strategy but we want to test
    // call dropping strategy
    strategy.setStrategyToCallDrop();
    // we simulate call drop by not calling callCompletion endCall() or endCallWithEror() like we did above
    // because override drop rate is set to 1.0 that means all call will be dropped so resultTc should be null
    resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    // this time the cluster override drop rate is set to 0.2 because we're recovering
    assertEquals(strategy.getCurrentOverrideDropRate(), 1 - config.getGlobalStepDown());
    // add another time interval
    clock.addMs(TIME_INTERVAL);
    // set the strategy to callDropping again
    strategy.setStrategyToCallDrop();
    // because override drop rate is set to 0.2 and we simulate as if we still don't get any call
    // this cycle we will set the override drop rate to 0
    resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    assertEquals(strategy.getCurrentOverrideDropRate(), 0.0);
}

Example 42 with DegraderLoadBalancerStrategyConfig

use of com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig in project rest.li by linkedin.

the class DegraderLoadBalancerTest method DegraderLoadBalancerQuarantineTest.

/**
   * DegraderLoadBalancerQuarantineTest
   */
@Test(groups = { "small", "back-end" })
public void DegraderLoadBalancerQuarantineTest() {
    DegraderLoadBalancerStrategyConfig config = new DegraderLoadBalancerStrategyConfig(1000);
    Map<Integer, PartitionData> partitionDataMap = new HashMap<Integer, PartitionData>(2);
    TestClock clock = new TestClock();
    DegraderImpl.Config degraderConfig = DegraderConfigFactory.toDegraderConfig(Collections.emptyMap());
    List<TrackerClient> trackerClients = createTrackerClient(3, clock, degraderConfig);
    TrackerClientUpdater trackerClientUpdater = new TrackerClientUpdater(trackerClients.get(0), DEFAULT_PARTITION_ID);
    DegraderLoadBalancerQuarantine quarantine = new DegraderLoadBalancerQuarantine(trackerClientUpdater, config, "abc0");
    TransportHealthCheck healthCheck = (TransportHealthCheck) quarantine.getHealthCheckClient();
    RestRequest restRequest = healthCheck.getRestRequest();
    Assert.assertTrue(restRequest.getURI().equals(URI.create("http://test.linkedin.com:10010/abc0")));
    Assert.assertTrue(restRequest.getMethod().equals("OPTIONS"));
    DegraderLoadBalancerStrategyConfig config1 = new DegraderLoadBalancerStrategyConfig(1000, DegraderLoadBalancerStrategyConfig.DEFAULT_UPDATE_ONLY_AT_INTERVAL, 100, null, Collections.<String, Object>emptyMap(), DegraderLoadBalancerStrategyConfig.DEFAULT_CLOCK, DegraderLoadBalancerStrategyConfig.DEFAULT_INITIAL_RECOVERY_LEVEL, DegraderLoadBalancerStrategyConfig.DEFAULT_RAMP_FACTOR, DegraderLoadBalancerStrategyConfig.DEFAULT_HIGH_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_LOW_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_GLOBAL_STEP_UP, DegraderLoadBalancerStrategyConfig.DEFAULT_GLOBAL_STEP_DOWN, DegraderLoadBalancerStrategyConfig.DEFAULT_CLUSTER_MIN_CALL_COUNT_HIGH_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_CLUSTER_MIN_CALL_COUNT_LOW_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_HASHRING_POINT_CLEANUP_RATE, null, DegraderLoadBalancerStrategyConfig.DEFAULT_NUM_PROBES, null, DegraderLoadBalancerStrategyConfig.DEFAULT_QUARANTINE_MAXPERCENT, null, null, "GET", "/test/admin", DegraderLoadBalancerStrategyConfig.DEFAULT_QUARANTINE_LATENCY);
    TrackerClientUpdater updater1 = new TrackerClientUpdater(trackerClients.get(1), DEFAULT_PARTITION_ID);
    quarantine = new DegraderLoadBalancerQuarantine(updater1, config1, "abc0");
    healthCheck = (TransportHealthCheck) quarantine.getHealthCheckClient();
    restRequest = healthCheck.getRestRequest();
    Assert.assertTrue(restRequest.getURI().equals(URI.create("http://test.linkedin.com:10010/test/admin")));
    Assert.assertTrue(restRequest.getMethod().equals("GET"));
    DegraderLoadBalancerStrategyConfig config2 = new DegraderLoadBalancerStrategyConfig(1000, DegraderLoadBalancerStrategyConfig.DEFAULT_UPDATE_ONLY_AT_INTERVAL, 100, null, Collections.<String, Object>emptyMap(), DegraderLoadBalancerStrategyConfig.DEFAULT_CLOCK, DegraderLoadBalancerStrategyConfig.DEFAULT_INITIAL_RECOVERY_LEVEL, DegraderLoadBalancerStrategyConfig.DEFAULT_RAMP_FACTOR, DegraderLoadBalancerStrategyConfig.DEFAULT_HIGH_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_LOW_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_GLOBAL_STEP_UP, DegraderLoadBalancerStrategyConfig.DEFAULT_GLOBAL_STEP_DOWN, DegraderLoadBalancerStrategyConfig.DEFAULT_CLUSTER_MIN_CALL_COUNT_HIGH_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_CLUSTER_MIN_CALL_COUNT_LOW_WATER_MARK, DegraderLoadBalancerStrategyConfig.DEFAULT_HASHRING_POINT_CLEANUP_RATE, null, DegraderLoadBalancerStrategyConfig.DEFAULT_NUM_PROBES, null, DegraderLoadBalancerStrategyConfig.DEFAULT_QUARANTINE_MAXPERCENT, null, null, "OPTIONS", null, DegraderLoadBalancerStrategyConfig.DEFAULT_QUARANTINE_LATENCY);
    TrackerClientUpdater updater2 = new TrackerClientUpdater(trackerClients.get(2), DEFAULT_PARTITION_ID);
    quarantine = new DegraderLoadBalancerQuarantine(updater2, config2, "abc0");
    healthCheck = (TransportHealthCheck) quarantine.getHealthCheckClient();
    restRequest = healthCheck.getRestRequest();
    Assert.assertTrue(restRequest.getURI().equals(URI.create("http://test.linkedin.com:10010/abc2")));
    Assert.assertTrue(restRequest.getMethod().equals("OPTIONS"));
}

Example 43 with DegraderLoadBalancerStrategyConfig

use of com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig in project rest.li by linkedin.

the class DegraderLoadBalancerTest method clusterRecovery1TC.

/**
   * helper method to test DegraderLoadBalancerStrategy recovery with 1 TrackerClient.
   *
   * We want to test DegraderV2 and V3 with 2 different strategies : LoadBalacing and Call Dropping.
   * So this method needs to able to handle all 4 permutations.
   *
   * @param myMap
   * @param clock
   * @param stepsToFullRecovery
   * @param timeInterval
   * @param strategy
   */
public void clusterRecovery1TC(Map<String, Object> myMap, TestClock clock, int stepsToFullRecovery, Long timeInterval, DegraderLoadBalancerStrategyAdapter strategy, DegraderLoadBalancerStrategyV2_1.DegraderLoadBalancerState.Strategy strategyV2, DegraderLoadBalancerStrategyV3.PartitionDegraderLoadBalancerState.Strategy strategyV3) {
    final int NUM_CHECKS = 5;
    final Long TIME_INTERVAL = timeInterval;
    int localStepsToFullRecovery = stepsToFullRecovery;
    DegraderLoadBalancerStrategyConfig config = DegraderLoadBalancerStrategyConfig.createHttpConfigFromMap(myMap);
    List<TrackerClient> clients = new ArrayList<TrackerClient>();
    URI uri1 = URI.create("http://test.linkedin.com:3242/fdsaf");
    URIRequest request = new URIRequest(uri1);
    TrackerClient client1 = new TrackerClient(uri1, getDefaultPartitionData(1d), new TestLoadBalancerClient(uri1), clock, null);
    clients.add(client1);
    // force client1 to be disabled
    DegraderControl dcClient1Default = client1.getDegraderControl(DEFAULT_PARTITION_ID);
    dcClient1Default.setOverrideMinCallCount(5);
    dcClient1Default.setMinCallCount(5);
    dcClient1Default.setMaxDropRate(1d);
    dcClient1Default.setUpStep(1.0d);
    List<CallCompletion> ccList = new ArrayList<CallCompletion>();
    CallCompletion cc;
    for (int j = 0; j < NUM_CHECKS; j++) {
        cc = client1.getCallTracker().startCall();
        ccList.add(cc);
    }
    // add high latency and errors to shut off traffic to this tracker client.
    // note: the default values for highError and lowError in the degrader are 1.1,
    // which means we don't use errorRates when deciding when to lb/degrade.
    // In addition, because we changed to use the
    clock.addMs(3500);
    //for (int j = 0; j < NUM_CHECKS; j++)
    for (Iterator<CallCompletion> iter = ccList.listIterator(); iter.hasNext(); ) {
        cc = iter.next();
        cc.endCallWithError();
        iter.remove();
    }
    // go to next time interval.
    clock.addMs(TIME_INTERVAL);
    Assert.assertEquals(dcClient1Default.getCurrentComputedDropRate(), 1.0);
    // trigger a state update
    TrackerClient resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    if (config.getInitialRecoveryLevel() < 0.01) {
        //the returned TrackerClient should be null
        assertNull(resultTC, "expected null trackerclient");
        // tracker client, so it's time to try it out. We need to enter this code at least once.
        do {
            // go to next time interval.
            clock.addMs(TIME_INTERVAL);
            // try adjusting the hash ring on this updateState
            if (strategyV3 != null) {
                strategy.setStrategyV3(DEFAULT_PARTITION_ID, strategyV3);
            } else if (strategyV2 != null) {
                strategy.setStrategyV2(strategyV2);
            } else {
                fail("should set strategy (either LoadBalance or Degrader");
            }
            resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
            localStepsToFullRecovery--;
        } while (localStepsToFullRecovery > 0);
    }
    assertNotNull(resultTC, "expected non-null trackerclient");
    // make calls to the tracker client to verify that it's on the road to healthy status.
    for (int j = 0; j < NUM_CHECKS; j++) {
        cc = resultTC.getCallTracker().startCall();
        ccList.add(cc);
    }
    clock.addMs(10);
    for (Iterator<CallCompletion> iter = ccList.listIterator(); iter.hasNext(); ) {
        cc = iter.next();
        cc.endCall();
        iter.remove();
    }
    // go to next time interval.
    clock.addMs(TIME_INTERVAL);
    Assert.assertTrue(dcClient1Default.getCurrentComputedDropRate() < 1d);
    resultTC = getTrackerClient(strategy, request, new RequestContext(), 1, clients);
    assertNotNull(resultTC, "expected non-null trackerclient");
}

Example 44 with DegraderLoadBalancerStrategyConfig

use of com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig in project rest.li by linkedin.

the class DegraderLoadBalancerTest method testLowTrafficHighLatency100Clients.

@Test(groups = { "small", "back-end" })
public void testLowTrafficHighLatency100Clients() {
    Map<String, Object> myMap = new HashMap<String, Object>();
    Long timeInterval = 5000L;
    TestClock clock = new TestClock();
    myMap.put(PropertyKeys.CLOCK, clock);
    myMap.put(PropertyKeys.HTTP_LB_STRATEGY_PROPERTIES_UPDATE_INTERVAL_MS, timeInterval);
    //we need to override the min call count to 0 because we're testing a service with low traffic.
    //if we don't do this, the computedDropRate will not change and we will never be able to recover
    //after we degraded the cluster.
    Map<String, String> degraderImplProperties = new HashMap<String, String>();
    degraderImplProperties.put(PropertyKeys.DEGRADER_MIN_CALL_COUNT, "1");
    degraderImplProperties.put(PropertyKeys.DEGRADER_HIGH_ERROR_RATE, "0.5");
    degraderImplProperties.put(PropertyKeys.DEGRADER_LOW_ERROR_RATE, "0.2");
    DegraderImpl.Config degraderConfig = DegraderConfigFactory.toDegraderConfig(degraderImplProperties);
    double qps = 0.3;
    //test Strategy V3
    List<TrackerClient> clients = createTrackerClient(100, clock, degraderConfig);
    DegraderLoadBalancerStrategyConfig config = DegraderLoadBalancerStrategyConfig.createHttpConfigFromMap(myMap);
    DegraderLoadBalancerStrategyV3 strategyV3 = new DegraderLoadBalancerStrategyV3(config, "DegraderLoadBalancerTest", null);
    DegraderLoadBalancerStrategyAdapter strategy = new DegraderLoadBalancerStrategyAdapter(strategyV3);
    testDegraderLoadBalancerSimulator(strategy, clock, timeInterval, clients, qps, degraderConfig);
    //test Strategy V2
    clients = createTrackerClient(100, clock, degraderConfig);
    config = DegraderLoadBalancerStrategyConfig.createHttpConfigFromMap(myMap);
    DegraderLoadBalancerStrategyV2_1 strategyV2 = new DegraderLoadBalancerStrategyV2_1(config, "DegraderLoadBalancerTest", null);
    strategy = new DegraderLoadBalancerStrategyAdapter(strategyV2);
    testDegraderLoadBalancerSimulator(strategy, clock, timeInterval, clients, qps, degraderConfig);
}

Example 45 with DegraderLoadBalancerStrategyConfig

use of com.linkedin.d2.balancer.strategies.degrader.DegraderLoadBalancerStrategyConfig in project rest.li by linkedin.

the class DegraderLoadBalancerTest method testStateIsNullAndCallCountIsGreaterThanZero.

@Test(groups = { "small", "back-end" })
public void testStateIsNullAndCallCountIsGreaterThanZero() throws URISyntaxException, InterruptedException {
    // check for average cluster latency < max latency
    // max so we don't time out from lag on testing machine
    DegraderLoadBalancerStrategyV3 strategy = new DegraderLoadBalancerStrategyV3(new DegraderLoadBalancerStrategyConfig(5000), "DegraderLoadBalancerTest", null);
    List<TrackerClient> clients = new ArrayList<TrackerClient>();
    TestClock clock1 = new TestClock();
    TestClock clock2 = new TestClock();
    clients.add(getClient(URI.create("http://test.linkedin.com:3242/fdsaf"), clock1));
    clients.add(getClient(URI.create("http://test.linkedin.com:3243/fdsaf"), clock2));
    for (int i = 0; i < 1000; ++i) {
        clients.get(i % 2).getCallTracker().startCall().endCall();
    }
    clock1.addMs(5000);
    // this should trigger setting _state (state is null and count > 0) with an override
    // of 0d
    getTrackerClient(strategy, null, new RequestContext(), -1, clients);
    for (TrackerClient client : clients) {
        assertEquals(client.getDegraderControl(DEFAULT_PARTITION_ID).getOverrideDropRate(), 0d);
    }
}