Examples with ResourceUsage org.apache.pulsar.policies.data.loadbalancer.ResourceUsage used on opensource projects

Example 11 with ResourceUsage

use of org.apache.pulsar.policies.data.loadbalancer.ResourceUsage in project incubator-pulsar by apache.

the class SimpleLoadManagerImplTest method testPrimary.

@Test(enabled = true)
public void testPrimary() throws Exception {
    createNamespacePolicies(pulsar1);
    LoadManager loadManager = new SimpleLoadManagerImpl(pulsar1);
    PulsarResourceDescription rd = new PulsarResourceDescription();
    rd.put("memory", new ResourceUsage(1024, 4096));
    rd.put("cpu", new ResourceUsage(10, 100));
    rd.put("bandwidthIn", new ResourceUsage(250 * 1024, 1024 * 1024));
    rd.put("bandwidthOut", new ResourceUsage(550 * 1024, 1024 * 1024));
    ResourceUnit ru1 = new SimpleResourceUnit("http://" + pulsar1.getAdvertisedAddress() + ":" + pulsar1.getConfiguration().getWebServicePort(), rd);
    Set<ResourceUnit> rus = new HashSet<ResourceUnit>();
    rus.add(ru1);
    LoadRanker lr = new ResourceAvailabilityRanker();
    // inject the load report and rankings
    Map<ResourceUnit, org.apache.pulsar.policies.data.loadbalancer.LoadReport> loadReports = new HashMap<>();
    org.apache.pulsar.policies.data.loadbalancer.LoadReport loadReport = new org.apache.pulsar.policies.data.loadbalancer.LoadReport();
    loadReport.setSystemResourceUsage(new SystemResourceUsage());
    loadReports.put(ru1, loadReport);
    setObjectField(SimpleLoadManagerImpl.class, loadManager, "currentLoadReports", loadReports);
    ResourceUnitRanking ranking = new ResourceUnitRanking(loadReport.getSystemResourceUsage(), new HashSet<String>(), new ResourceQuota(), new HashSet<String>(), new ResourceQuota());
    Map<ResourceUnit, ResourceUnitRanking> rankings = new HashMap<>();
    rankings.put(ru1, ranking);
    setObjectField(SimpleLoadManagerImpl.class, loadManager, "resourceUnitRankings", rankings);
    AtomicReference<Map<Long, Set<ResourceUnit>>> sortedRankingsInstance = new AtomicReference<>(Maps.newTreeMap());
    sortedRankingsInstance.get().put(lr.getRank(rd), rus);
    setObjectField(SimpleLoadManagerImpl.class, loadManager, "sortedRankings", sortedRankingsInstance);
    ResourceUnit found = ((SimpleLoadManagerImpl) loadManager).getLeastLoaded(NamespaceName.get("pulsar/use/primary-ns.10")).get();
    // broker is not active so found should be null
    assertNotEquals(found, null, "did not find a broker when expected one to be found");
}

Example 12 with ResourceUsage

use of org.apache.pulsar.policies.data.loadbalancer.ResourceUsage in project incubator-pulsar by apache.

the class SimpleLoadManagerImplTest method testUsage.

@Test
public void testUsage() {
    Map<String, Object> metrics = Maps.newHashMap();
    metrics.put("brk_conn_cnt", new Long(1));
    metrics.put("brk_repl_conn_cnt", new Long(1));
    metrics.put("jvm_thread_cnt", new Long(1));
    BrokerUsage brokerUsage = BrokerUsage.populateFrom(metrics);
    assertEquals(brokerUsage.getConnectionCount(), 1);
    assertEquals(brokerUsage.getReplicationConnectionCount(), 1);
    JvmUsage jvmUage = JvmUsage.populateFrom(metrics);
    assertEquals(jvmUage.getThreadCount(), 1);
    SystemResourceUsage usage = new SystemResourceUsage();
    double usageLimit = 10.0;
    usage.setBandwidthIn(new ResourceUsage(usageLimit, usageLimit));
    assertEquals(usage.getBandwidthIn().usage, usageLimit);
    usage.reset();
    assertNotEquals(usage.getBandwidthIn().usage, usageLimit);
}

Example 13 with ResourceUsage

use of org.apache.pulsar.policies.data.loadbalancer.ResourceUsage in project incubator-pulsar by apache.

the class LoadBalancerTest method writeLoadReportsForDynamicQuota.

private void writeLoadReportsForDynamicQuota(long timestamp) throws Exception {
    for (int i = 0; i < BROKER_COUNT; i++) {
        LoadReport lr = new LoadReport();
        lr.setName(lookupAddresses[i]);
        lr.setTimestamp(timestamp);
        SystemResourceUsage sru = new SystemResourceUsage();
        sru.setBandwidthIn(new ResourceUsage(5000 * (10 + i * 5), 1024000));
        sru.setBandwidthOut(new ResourceUsage(15000 * (10 + i * 5), 1024000));
        sru.setMemory(new ResourceUsage(25 * (10 + i * 5), 2048 * (i + 1)));
        sru.setCpu(new ResourceUsage(200, 400));
        lr.setSystemResourceUsage(sru);
        Map<String, NamespaceBundleStats> bundleStats = new HashMap<String, NamespaceBundleStats>();
        for (int j = 0; j < 5; j++) {
            String bundleName = String.format("pulsar/use/primary-ns-%d-%d/0x00000000_0xffffffff", i, j);
            NamespaceBundleStats stats = new NamespaceBundleStats();
            stats.msgRateIn = 5 * (i + j);
            stats.msgRateOut = 15 * (i + j);
            stats.msgThroughputIn = 5000 * (i + j);
            stats.msgThroughputOut = 15000 * (i + j);
            stats.topics = 25 * (i + j);
            stats.consumerCount = 50 * (i + j);
            stats.producerCount = 50 * (i + j);
            bundleStats.put(bundleName, stats);
        }
        lr.setBundleStats(bundleStats);
        String znodePath = String.format("%s/%s", SimpleLoadManagerImpl.LOADBALANCE_BROKERS_ROOT, lookupAddresses[i]);
        String loadReportJson = ObjectMapperFactory.getThreadLocal().writeValueAsString(lr);
        bkEnsemble.getZkClient().setData(znodePath, loadReportJson.getBytes(Charsets.UTF_8), -1);
    }
}

Example 14 with ResourceUsage

use of org.apache.pulsar.policies.data.loadbalancer.ResourceUsage in project incubator-pulsar by apache.

the class LoadBalancerTest method testUpdateLoadReportAndCheckUpdatedRanking.

/*
     * tests rankings get updated when we write write the new load reports to the zookeeper on loadbalance root node
     * tests writing pre-configured load report on the zookeeper translates the pre-calculated rankings
     */
@Test
public void testUpdateLoadReportAndCheckUpdatedRanking() throws Exception {
    for (int i = 0; i < BROKER_COUNT; i++) {
        LoadReport lr = new LoadReport();
        lr.setName(lookupAddresses[i]);
        SystemResourceUsage sru = new SystemResourceUsage();
        sru.setBandwidthIn(new ResourceUsage(256, 1024000));
        sru.setBandwidthOut(new ResourceUsage(250, 1024000));
        sru.setMemory(new ResourceUsage(1024, 8192));
        sru.setCpu(new ResourceUsage(5, 400));
        lr.setSystemResourceUsage(sru);
        String znodePath = String.format("%s/%s", SimpleLoadManagerImpl.LOADBALANCE_BROKERS_ROOT, lookupAddresses[i]);
        String loadReportJson = ObjectMapperFactory.getThreadLocal().writeValueAsString(lr);
        bkEnsemble.getZkClient().setData(znodePath, loadReportJson.getBytes(Charsets.UTF_8), -1);
    }
    // sleep to wait the load ranking be triggered
    Thread.sleep(5000);
    // do lookup for bunch of bundles
    int totalNamespaces = 200;
    Map<String, Integer> namespaceOwner = new HashMap<>();
    for (int i = 0; i < totalNamespaces; i++) {
        TopicName topicName = TopicName.get("persistent://pulsar/use/primary-ns-" + i + "/test-topic");
        ResourceUnit found = pulsarServices[0].getLoadManager().get().getLeastLoaded(pulsarServices[0].getNamespaceService().getBundle(topicName)).get();
        if (namespaceOwner.containsKey(found.getResourceId())) {
            namespaceOwner.put(found.getResourceId(), namespaceOwner.get(found.getResourceId()) + 1);
        } else {
            namespaceOwner.put(found.getResourceId(), 1);
        }
    }
    // assert that distribution variation is not more than 10%
    int averageNamespaces = totalNamespaces / BROKER_COUNT;
    int tenPercentOfAverageNamespaces = averageNamespaces / 10;
    int lowerBound = averageNamespaces - tenPercentOfAverageNamespaces;
    int upperBound = averageNamespaces + tenPercentOfAverageNamespaces;
    // assert each broker received ownership of fair amount of namespaces 90%+
    for (Map.Entry<String, Integer> broker : namespaceOwner.entrySet()) {
        log.info("Count of bundles assigned: {}, {}", broker.getKey(), broker.getValue());
        assertTrue(broker.getValue() >= lowerBound && broker.getValue() <= upperBound);
    }
}

Example 15 with ResourceUsage

use of org.apache.pulsar.policies.data.loadbalancer.ResourceUsage in project incubator-pulsar by apache.

the class LoadBalancerTest method testTopicAssignmentWithExistingBundles.

/*
     * Pre-publish load report to ZK, each broker has: - Difference memory capacity, for the first 3 brokers memory is
     * bottleneck, for the 4/5th brokers CPU become bottleneck since memory is big enough - already has some bundles
     * assigned Check the distribution of new topics is roughly consistent (with <10% variation) with the ranking
     */
@Test
public void testTopicAssignmentWithExistingBundles() throws Exception {
    for (int i = 0; i < BROKER_COUNT; i++) {
        ResourceQuota defaultQuota = new ResourceQuota();
        defaultQuota.setMsgRateIn(20);
        defaultQuota.setMsgRateOut(60);
        defaultQuota.setBandwidthIn(20000);
        defaultQuota.setBandwidthOut(60000);
        defaultQuota.setMemory(87);
        pulsarServices[i].getLocalZkCacheService().getResourceQuotaCache().setDefaultQuota(defaultQuota);
        LoadReport lr = new LoadReport();
        lr.setName(lookupAddresses[i]);
        SystemResourceUsage sru = new SystemResourceUsage();
        sru.setBandwidthIn(new ResourceUsage(0, 1024000));
        sru.setBandwidthOut(new ResourceUsage(0, 1024000));
        sru.setMemory(new ResourceUsage(0, 2048 * (i + 1)));
        sru.setCpu(new ResourceUsage(60, 400));
        lr.setSystemResourceUsage(sru);
        Map<String, NamespaceBundleStats> bundleStats = new HashMap<String, NamespaceBundleStats>();
        for (int j = 0; j < (i + 1) * 5; j++) {
            String bundleName = String.format("pulsar/use/primary-ns-%d-%d/0x00000000_0xffffffff", i, j);
            NamespaceBundleStats stats = new NamespaceBundleStats();
            bundleStats.put(bundleName, stats);
        }
        lr.setBundleStats(bundleStats);
        String znodePath = String.format("%s/%s", SimpleLoadManagerImpl.LOADBALANCE_BROKERS_ROOT, lookupAddresses[i]);
        String loadReportJson = ObjectMapperFactory.getThreadLocal().writeValueAsString(lr);
        bkEnsemble.getZkClient().setData(znodePath, loadReportJson.getBytes(Charsets.UTF_8), -1);
    }
    // sleep to wait load ranking be triggered
    Thread.sleep(5000);
    // print ranking
    for (int i = 0; i < BROKER_COUNT; i++) {
        AtomicReference<Map<Long, Set<ResourceUnit>>> sortedRanking = getSortedRanking(pulsarServices[i]);
        printSortedRanking(sortedRanking);
    }
    // check owner of new destiations and verify that the distribution is roughly
    // consistent (variation < 10%) with the broker capacity:
    int totalNamespaces = 250;
    int[] expectedAssignments = new int[] { 17, 34, 51, 68, 85 };
    Map<String, Integer> namespaceOwner = new HashMap<>();
    for (int i = 0; i < totalNamespaces; i++) {
        TopicName topicName = TopicName.get("persistent://pulsar/use/primary-ns-" + i + "/test-topic");
        ResourceUnit found = pulsarServices[0].getLoadManager().get().getLeastLoaded(pulsarServices[0].getNamespaceService().getBundle(topicName)).get();
        if (namespaceOwner.containsKey(found.getResourceId())) {
            namespaceOwner.put(found.getResourceId(), namespaceOwner.get(found.getResourceId()) + 1);
        } else {
            namespaceOwner.put(found.getResourceId(), 1);
        }
    }
    double expectedMaxVariation = 10.0;
    for (int i = 0; i < BROKER_COUNT; i++) {
        long actualValue = 0;
        String resourceId = "http://" + lookupAddresses[i];
        if (namespaceOwner.containsKey(resourceId)) {
            actualValue = namespaceOwner.get(resourceId);
        }
        long expectedValue = expectedAssignments[i];
        double variation = Math.abs(actualValue - expectedValue) * 100.0 / expectedValue;
        log.info("Topic assignment - {}, actual: {}, expected baseline: {}, variation: {}/%", lookupAddresses[i], actualValue, expectedValue, String.format("%.2f", variation));
        assertTrue(variation < expectedMaxVariation);
    }
}