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* Licensed to the Apache Software Foundation (ASF) under one
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* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
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package org.apache.pulsar.broker.stats;
import static org.apache.pulsar.broker.BrokerTestUtil.spyWithClassAndConstructorArgs;
import static org.mockito.Mockito.mock;
import static org.testng.Assert.assertNotEquals;
import static org.testng.AssertJUnit.assertEquals;
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.common.collect.Multimap;
import com.google.common.collect.Sets;
import java.io.ByteArrayOutputStream;
import java.lang.reflect.Field;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.UUID;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.TimeUnit;
import lombok.Cleanup;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.tuple.Pair;
import org.apache.pulsar.broker.ServiceConfiguration;
import org.apache.pulsar.broker.service.Subscription;
import org.apache.pulsar.broker.service.Topic;
import org.apache.pulsar.broker.service.persistent.PersistentTopic;
import org.apache.pulsar.broker.service.plugin.EntryFilter;
import org.apache.pulsar.broker.service.plugin.EntryFilterProducerTest;
import org.apache.pulsar.broker.service.plugin.EntryFilterWithClassLoader;
import org.apache.pulsar.broker.stats.prometheus.PrometheusMetricsGenerator;
import org.apache.pulsar.client.admin.PulsarAdminException;
import org.apache.pulsar.client.api.Consumer;
import org.apache.pulsar.client.api.Message;
import org.apache.pulsar.client.api.MessageId;
import org.apache.pulsar.client.api.MessageListener;
import org.apache.pulsar.client.api.Producer;
import org.apache.pulsar.client.api.ProducerConsumerBase;
import org.apache.pulsar.client.api.PulsarClientException;
import org.apache.pulsar.client.api.Schema;
import org.apache.pulsar.client.api.SubscriptionInitialPosition;
import org.apache.pulsar.client.api.SubscriptionType;
import org.apache.pulsar.common.naming.TopicName;
import org.apache.pulsar.common.nar.NarClassLoader;
import org.apache.pulsar.common.policies.data.ConsumerStats;
import org.apache.pulsar.common.policies.data.TopicStats;
import org.apache.pulsar.common.policies.data.stats.ConsumerStatsImpl;
import org.apache.pulsar.common.util.FutureUtil;
import org.apache.pulsar.common.util.ObjectMapperFactory;
import org.testng.Assert;
import org.testng.annotations.AfterMethod;
import org.testng.annotations.BeforeMethod;
import org.testng.annotations.Test;
@Slf4j
@Test(groups = "broker")
public class ConsumerStatsTest extends ProducerConsumerBase {
@BeforeMethod
@Override
protected void setup() throws Exception {
super.internalSetup();
super.producerBaseSetup();
}
@Override
protected ServiceConfiguration getDefaultConf() {
ServiceConfiguration conf = super.getDefaultConf();
conf.setMaxUnackedMessagesPerConsumer(0);
// wait for shutdown of the broker, this prevents flakiness which could be caused by metrics being
// unregistered asynchronously. This impacts the execution of the next test method if this would be happening.
conf.setBrokerShutdownTimeoutMs(5000L);
return conf;
}
@AfterMethod(alwaysRun = true)
@Override
protected void cleanup() throws Exception {
super.internalCleanup();
}
@Test
public void testConsumerStatsOnZeroMaxUnackedMessagesPerConsumer() throws PulsarClientException, InterruptedException, PulsarAdminException {
Assert.assertEquals(pulsar.getConfiguration().getMaxUnackedMessagesPerConsumer(), 0);
final String topicName = "persistent://my-property/my-ns/testConsumerStatsOnZeroMaxUnackedMessagesPerConsumer";
Consumer<byte[]> consumer = pulsarClient.newConsumer()
.topic(topicName)
.subscriptionType(SubscriptionType.Shared)
.ackTimeout(1, TimeUnit.SECONDS)
.subscriptionName("sub")
.subscribe();
Producer<byte[]> producer = pulsarClient.newProducer()
.topic(topicName)
.create();
final int messages = 10;
for (int i = 0; i < messages; i++) {
producer.send(("message-" + i).getBytes());
}
int received = 0;
for (int i = 0; i < messages; i++) {
// don't ack messages here
consumer.receive();
received++;
}
Assert.assertEquals(received, messages);
received = 0;
TopicStats stats = admin.topics().getStats(topicName);
Assert.assertEquals(stats.getSubscriptions().size(), 1);
Assert.assertEquals(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().size(), 1);
Assert.assertFalse(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().get(0).isBlockedConsumerOnUnackedMsgs());
Assert.assertEquals(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().get(0).getUnackedMessages(), messages);
for (int i = 0; i < messages; i++) {
consumer.acknowledge(consumer.receive());
received++;
}
Assert.assertEquals(received, messages);
// wait acknowledge send
Thread.sleep(2000);
stats = admin.topics().getStats(topicName);
Assert.assertFalse(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().get(0).isBlockedConsumerOnUnackedMsgs());
Assert.assertEquals(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().get(0).getUnackedMessages(), 0);
}
@Test
public void testAckStatsOnPartitionedTopicForExclusiveSubscription() throws PulsarAdminException, PulsarClientException, InterruptedException {
final String topic = "persistent://my-property/my-ns/testAckStatsOnPartitionedTopicForExclusiveSubscription";
admin.topics().createPartitionedTopic(topic, 3);
Consumer<byte[]> consumer = pulsarClient.newConsumer()
.topic(topic)
.subscriptionType(SubscriptionType.Exclusive)
.subscriptionName("sub")
.subscribe();
Producer<byte[]> producer = pulsarClient.newProducer()
.topic(topic)
.create();
final int messages = 10;
for (int i = 0; i < messages; i++) {
producer.send(("message-" + i).getBytes());
}
int received = 0;
for (int i = 0; i < messages; i++) {
consumer.acknowledge(consumer.receive());
received++;
}
Assert.assertEquals(messages, received);
// wait acknowledge send
Thread.sleep(2000);
for (int i = 0; i < 3; i++) {
TopicStats stats = admin.topics().getStats(topic + "-partition-" + i);
Assert.assertEquals(stats.getSubscriptions().size(), 1);
Assert.assertEquals(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().size(), 1);
Assert.assertEquals(stats.getSubscriptions().entrySet().iterator().next().getValue().getConsumers().get(0).getUnackedMessages(), 0);
}
}
@Test
public void testUpdateStatsForActiveConsumerAndSubscription() throws Exception {
final String topicName = "persistent://prop/use/ns-abc/testUpdateStatsForActiveConsumerAndSubscription";
pulsarClient.newConsumer()
.topic(topicName)
.subscriptionType(SubscriptionType.Shared)
.subscriptionName("my-subscription")
.subscribe();
PersistentTopic topicRef = (PersistentTopic) pulsar.getBrokerService().getTopicReference(topicName).get();
Assert.assertNotNull(topicRef);
Assert.assertEquals(topicRef.getSubscriptions().size(), 1);
List<org.apache.pulsar.broker.service.Consumer> consumers = topicRef.getSubscriptions()
.get("my-subscription").getConsumers();
Assert.assertEquals(consumers.size(), 1);
ConsumerStatsImpl consumerStats = new ConsumerStatsImpl();
consumerStats.msgOutCounter = 10;
consumerStats.bytesOutCounter = 1280;
consumers.get(0).updateStats(consumerStats);
ConsumerStats updatedStats = consumers.get(0).getStats();
Assert.assertEquals(updatedStats.getMsgOutCounter(), 10);
Assert.assertEquals(updatedStats.getBytesOutCounter(), 1280);
}
@Test
public void testConsumerStatsOutput() throws Exception {
Set<String> allowedFields = Sets.newHashSet(
"msgRateOut",
"msgThroughputOut",
"bytesOutCounter",
"msgOutCounter",
"messageAckRate",
"msgRateRedeliver",
"chunkedMessageRate",
"consumerName",
"availablePermits",
"unackedMessages",
"avgMessagesPerEntry",
"blockedConsumerOnUnackedMsgs",
"readPositionWhenJoining",
"lastAckedTime",
"lastAckedTimestamp",
"lastConsumedTime",
"lastConsumedTimestamp",
"lastConsumedFlowTimestamp",
"keyHashRanges",
"metadata",
"address",
"connectedSince",
"clientVersion");
final String topicName = "persistent://prop/use/ns-abc/testConsumerStatsOutput";
final String subName = "my-subscription";
Consumer<byte[]> consumer = pulsarClient.newConsumer()
.topic(topicName)
.subscriptionType(SubscriptionType.Shared)
.subscriptionName(subName)
.subscribe();
TopicStats stats = admin.topics().getStats(topicName);
ObjectMapper mapper = ObjectMapperFactory.create();
ConsumerStats consumerStats = stats.getSubscriptions()
.get(subName).getConsumers().get(0);
Assert.assertTrue(consumerStats.getLastConsumedFlowTimestamp() > 0);
JsonNode node = mapper.readTree(mapper.writer().writeValueAsString(consumerStats));
Iterator<String> itr = node.fieldNames();
while (itr.hasNext()) {
String field = itr.next();
Assert.assertTrue(allowedFields.contains(field), field + " should not be exposed");
}
consumer.close();
}
@Test
public void testPersistentTopicMessageAckRateMetricTopicLevel() throws Exception {
String topicName = "persistent://public/default/msg_ack_rate" + UUID.randomUUID();
testMessageAckRateMetric(topicName, true);
}
@Test
public void testPersistentTopicMessageAckRateMetricNamespaceLevel() throws Exception {
String topicName = "persistent://public/default/msg_ack_rate" + UUID.randomUUID();
testMessageAckRateMetric(topicName, false);
}
private void testMessageAckRateMetric(String topicName, boolean exposeTopicLevelMetrics)
throws Exception {
final int messages = 1000;
String subName = "test_sub";
CountDownLatch latch = new CountDownLatch(messages);
@Cleanup
Producer<String> producer = pulsarClient.newProducer(Schema.STRING).topic(topicName)
.enableBatching(true).batchingMaxMessages(10).create();
MessageListener<String> listener = (consumer, msg) -> {
try {
consumer.acknowledge(msg);
latch.countDown();
} catch (PulsarClientException e) {
//ignore
}
};
@Cleanup
Consumer<String> c1 = pulsarClient.newConsumer(Schema.STRING)
.topic(topicName)
.subscriptionName(subName)
.subscriptionType(SubscriptionType.Shared)
.messageListener(listener)
.subscribe();
@Cleanup
Consumer<String> c2 = pulsarClient.newConsumer(Schema.STRING)
.topic(topicName)
.subscriptionName(subName)
.subscriptionType(SubscriptionType.Shared)
.messageListener(listener)
.subscribe();
String namespace = TopicName.get(topicName).getNamespace();
for (int i = 0; i < messages; i++) {
producer.sendAsync(UUID.randomUUID().toString());
}
producer.flush();
latch.await(20, TimeUnit.SECONDS);
TimeUnit.SECONDS.sleep(1);
Topic topic = pulsar.getBrokerService().getTopic(topicName, false).get().get();
Subscription subscription = topic.getSubscription(subName);
List<org.apache.pulsar.broker.service.Consumer> consumers = subscription.getConsumers();
Assert.assertEquals(consumers.size(), 2);
org.apache.pulsar.broker.service.Consumer consumer1 = consumers.get(0);
org.apache.pulsar.broker.service.Consumer consumer2 = consumers.get(1);
consumer1.updateRates();
consumer2.updateRates();
ByteArrayOutputStream output = new ByteArrayOutputStream();
PrometheusMetricsGenerator.generate(pulsar, exposeTopicLevelMetrics, true, true, output);
String metricStr = output.toString(StandardCharsets.UTF_8);
Multimap<String, PrometheusMetricsTest.Metric> metricsMap = PrometheusMetricsTest.parseMetrics(metricStr);
Collection<PrometheusMetricsTest.Metric> ackRateMetric = metricsMap.get("pulsar_consumer_msg_ack_rate");
String rateOutMetricName = exposeTopicLevelMetrics ? "pulsar_consumer_msg_rate_out" : "pulsar_rate_out";
Collection<PrometheusMetricsTest.Metric> rateOutMetric = metricsMap.get(rateOutMetricName);
Assert.assertTrue(ackRateMetric.size() > 0);
Assert.assertTrue(rateOutMetric.size() > 0);
if (exposeTopicLevelMetrics) {
String consumer1Name = consumer1.consumerName();
String consumer2Name = consumer2.consumerName();
double totalAckRate = ackRateMetric.stream()
.filter(metric -> metric.tags.get("consumer_name").equals(consumer1Name)
|| metric.tags.get("consumer_name").equals(consumer2Name))
.mapToDouble(metric -> metric.value).sum();
double totalRateOut = rateOutMetric.stream()
.filter(metric -> metric.tags.get("consumer_name").equals(consumer1Name)
|| metric.tags.get("consumer_name").equals(consumer2Name))
.mapToDouble(metric -> metric.value).sum();
Assert.assertTrue(totalAckRate > 0D);
Assert.assertTrue(totalRateOut > 0D);
Assert.assertEquals(totalAckRate, totalRateOut, totalRateOut * 0.1D);
} else {
double totalAckRate = ackRateMetric.stream()
.filter(metric -> namespace.equals(metric.tags.get("namespace")))
.mapToDouble(metric -> metric.value).sum();
double totalRateOut = rateOutMetric.stream()
.filter(metric -> namespace.equals(metric.tags.get("namespace")))
.mapToDouble(metric -> metric.value).sum();
Assert.assertTrue(totalAckRate > 0D);
Assert.assertTrue(totalRateOut > 0D);
Assert.assertEquals(totalAckRate, totalRateOut, totalRateOut * 0.1D);
}
}
@Test
public void testAvgMessagesPerEntry() throws Exception {
conf.setAllowOverrideEntryFilters(true);
final String topic = "persistent://public/default/testFilterState";
String subName = "sub";
Producer<String> producer = pulsarClient.newProducer(Schema.STRING)
.producerName("producer1")
.enableBatching(true).topic(topic)
.batchingMaxMessages(20)
.batchingMaxPublishDelay(5, TimeUnit.SECONDS)
.batchingMaxBytes(Integer.MAX_VALUE)
.create();
producer.send("first-message");
List<CompletableFuture<MessageId>> futures = new ArrayList<>();
for (int i = 0; i < 20; i++) {
futures.add(producer.sendAsync("message"));
}
FutureUtil.waitForAll(futures);
producer.close();
Producer<String> producer2 = pulsarClient.newProducer(Schema.STRING)
.producerName("producer2")
.enableBatching(false).topic(topic)
.create();
producer2.newMessage().value("producer2-message").send();
producer2.close();
// mock entry filters
NarClassLoader narClassLoader = mock(NarClassLoader.class);
EntryFilter filter = new EntryFilterProducerTest();
EntryFilterWithClassLoader
loader = spyWithClassAndConstructorArgs(EntryFilterWithClassLoader.class, filter,
narClassLoader);
Pair<String, List<EntryFilter>> entryFilters = Pair.of("filter", List.of(loader));
PersistentTopic topicRef = (PersistentTopic) pulsar.getBrokerService()
.getTopicReference(topic).get();
Field field1 = topicRef.getClass().getSuperclass().getDeclaredField("entryFilters");
field1.setAccessible(true);
field1.set(topicRef, entryFilters);
Map<String, String> metadataConsumer = new HashMap<>();
metadataConsumer.put("matchValueAccept", "producer1");
metadataConsumer.put("matchValueReschedule", "producer2");
@Cleanup
Consumer<String> consumer = pulsarClient.newConsumer(Schema.STRING).topic(topic).properties(metadataConsumer)
.subscriptionName(subName).subscriptionInitialPosition(SubscriptionInitialPosition.Earliest).subscribe();
int counter = 0;
while (true) {
Message<String> message = consumer.receive(10, TimeUnit.SECONDS);
if (message != null) {
counter++;
assertNotEquals(message.getValue(), "producer2-message");
consumer.acknowledge(message);
} else {
break;
}
}
assertEquals(21, counter);
ConsumerStats consumerStats =
admin.topics().getStats(topic).getSubscriptions().get(subName).getConsumers().get(0);
assertEquals(21, consumerStats.getMsgOutCounter());
// Math.round(1 * 0.9 + 0.1 * (20 / 1))
int avgMessagesPerEntry = consumerStats.getAvgMessagesPerEntry();
assertEquals(3, avgMessagesPerEntry);
}
}