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KAFKA-15189: only init remote topic metrics when enabled #14133

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merged 14 commits into from Aug 5, 2023
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2 changes: 2 additions & 0 deletions build.gradle
Expand Up @@ -1634,6 +1634,8 @@ project(':storage:api') {

dependencies {
implementation project(':clients')
implementation project(':server-common')
implementation libs.metrics
Comment on lines +1641 to +1642
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@showuon showuon Aug 2, 2023

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Need these 2 packages in storage module to access KafkaYammerMetrics class and yammer metrics

implementation libs.slf4jApi

testImplementation project(':clients')
Expand Down
4 changes: 2 additions & 2 deletions core/src/main/java/kafka/log/remote/RemoteLogManager.java
Expand Up @@ -111,6 +111,8 @@
import java.util.stream.Stream;

import static org.apache.kafka.server.log.remote.metadata.storage.TopicBasedRemoteLogMetadataManagerConfig.REMOTE_LOG_METADATA_COMMON_CLIENT_PREFIX;
import static org.apache.kafka.server.log.remote.storage.RemoteStorageMetrics.REMOTE_LOG_MANAGER_TASKS_AVG_IDLE_PERCENT;
import static org.apache.kafka.server.log.remote.storage.RemoteStorageMetrics.REMOTE_LOG_READER_METRICS_NAME_PREFIX;

/**
* This class is responsible for
Expand All @@ -123,8 +125,6 @@ public class RemoteLogManager implements Closeable {

private static final Logger LOGGER = LoggerFactory.getLogger(RemoteLogManager.class);
private static final String REMOTE_LOG_READER_THREAD_NAME_PREFIX = "remote-log-reader";
public static final String REMOTE_LOG_READER_METRICS_NAME_PREFIX = "RemoteLogReader";
public static final String REMOTE_LOG_MANAGER_TASKS_AVG_IDLE_PERCENT = "RemoteLogManagerTasksAvgIdlePercent";
private final RemoteLogManagerConfig rlmConfig;
private final int brokerId;
private final String logDir;
Expand Down
Expand Up @@ -38,6 +38,7 @@

import java.util.Collections;
import java.util.Optional;

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import scala.compat.java8.OptionConverters;


Expand Down Expand Up @@ -171,7 +172,7 @@ public KafkaApis build() {
if (metrics == null) throw new RuntimeException("You must set metrics");
if (quotas == null) throw new RuntimeException("You must set quotas");
if (fetchManager == null) throw new RuntimeException("You must set fetchManager");
if (brokerTopicStats == null) brokerTopicStats = new BrokerTopicStats();
if (brokerTopicStats == null) brokerTopicStats = new BrokerTopicStats(Optional.of(config));
if (apiVersionManager == null) throw new RuntimeException("You must set apiVersionManager");

return new KafkaApis(requestChannel,
Expand Down
Expand Up @@ -54,7 +54,7 @@ public class ReplicaManagerBuilder {
private MetadataCache metadataCache = null;
private LogDirFailureChannel logDirFailureChannel = null;
private AlterPartitionManager alterPartitionManager = null;
private BrokerTopicStats brokerTopicStats = new BrokerTopicStats();
private BrokerTopicStats brokerTopicStats = null;
private AtomicBoolean isShuttingDown = new AtomicBoolean(false);
private Optional<RemoteLogManager> remoteLogManager = Optional.empty();
private Optional<KafkaZkClient> zkClient = Optional.empty();
Expand Down Expand Up @@ -179,6 +179,7 @@ public ReplicaManager build() {
if (metadataCache == null) throw new RuntimeException("You must set metadataCache");
if (logDirFailureChannel == null) throw new RuntimeException("You must set logDirFailureChannel");
if (alterPartitionManager == null) throw new RuntimeException("You must set alterIsrManager");
if (brokerTopicStats == null) brokerTopicStats = new BrokerTopicStats(Optional.of(config));
return new ReplicaManager(config,
metrics,
time,
Expand Down
3 changes: 1 addition & 2 deletions core/src/main/scala/kafka/server/BrokerServer.scala
Expand Up @@ -188,8 +188,7 @@ class BrokerServer(
kafkaScheduler.startup()

/* register broker metrics */
brokerTopicStats = new BrokerTopicStats

brokerTopicStats = new BrokerTopicStats(java.util.Optional.of(config))

quotaManagers = QuotaFactory.instantiate(config, metrics, time, s"broker-${config.nodeId}-")

Expand Down
60 changes: 30 additions & 30 deletions core/src/main/scala/kafka/server/KafkaRequestHandler.scala
Expand Up @@ -26,6 +26,7 @@ import java.util.concurrent.atomic.AtomicInteger
import com.yammer.metrics.core.Meter
import org.apache.kafka.common.internals.FatalExitError
import org.apache.kafka.common.utils.{KafkaThread, Time}
import org.apache.kafka.server.log.remote.storage.RemoteStorageMetrics
import org.apache.kafka.server.metrics.KafkaMetricsGroup

import java.util.Collections
Expand Down Expand Up @@ -227,7 +228,7 @@ class KafkaRequestHandlerPool(val brokerId: Int,
}
}

class BrokerTopicMetrics(name: Option[String]) {
class BrokerTopicMetrics(name: Option[String], configOpt: java.util.Optional[KafkaConfig]) {
private val metricsGroup = new KafkaMetricsGroup(this.getClass)

val tags: java.util.Map[String, String] = name match {
Expand Down Expand Up @@ -277,17 +278,24 @@ class BrokerTopicMetrics(name: Option[String]) {
BrokerTopicStats.TotalFetchRequestsPerSec -> MeterWrapper(BrokerTopicStats.TotalFetchRequestsPerSec, "requests"),
BrokerTopicStats.FetchMessageConversionsPerSec -> MeterWrapper(BrokerTopicStats.FetchMessageConversionsPerSec, "requests"),
BrokerTopicStats.ProduceMessageConversionsPerSec -> MeterWrapper(BrokerTopicStats.ProduceMessageConversionsPerSec, "requests"),
BrokerTopicStats.RemoteBytesOutPerSec -> MeterWrapper(BrokerTopicStats.RemoteBytesOutPerSec, "bytes"),
BrokerTopicStats.RemoteBytesInPerSec -> MeterWrapper(BrokerTopicStats.RemoteBytesInPerSec, "bytes"),
BrokerTopicStats.RemoteReadRequestsPerSec -> MeterWrapper(BrokerTopicStats.RemoteReadRequestsPerSec, "requests"),
BrokerTopicStats.RemoteWriteRequestsPerSec -> MeterWrapper(BrokerTopicStats.RemoteWriteRequestsPerSec, "requests"),
BrokerTopicStats.FailedRemoteReadRequestsPerSec -> MeterWrapper(BrokerTopicStats.FailedRemoteReadRequestsPerSec, "requests"),
BrokerTopicStats.FailedRemoteWriteRequestsPerSec -> MeterWrapper(BrokerTopicStats.FailedRemoteWriteRequestsPerSec, "requests"),
BrokerTopicStats.NoKeyCompactedTopicRecordsPerSec -> MeterWrapper(BrokerTopicStats.NoKeyCompactedTopicRecordsPerSec, "requests"),
BrokerTopicStats.InvalidMagicNumberRecordsPerSec -> MeterWrapper(BrokerTopicStats.InvalidMagicNumberRecordsPerSec, "requests"),
BrokerTopicStats.InvalidMessageCrcRecordsPerSec -> MeterWrapper(BrokerTopicStats.InvalidMessageCrcRecordsPerSec, "requests"),
BrokerTopicStats.InvalidOffsetOrSequenceRecordsPerSec -> MeterWrapper(BrokerTopicStats.InvalidOffsetOrSequenceRecordsPerSec, "requests")
).asJava)

configOpt.ifPresent(config =>
if (config.remoteLogManagerConfig.enableRemoteStorageSystem()) {
metricTypeMap.putAll(Map(
RemoteStorageMetrics.REMOTE_BYTES_OUT_PER_SEC -> MeterWrapper(RemoteStorageMetrics.REMOTE_BYTES_OUT_PER_SEC, "bytes"),
RemoteStorageMetrics.REMOTE_BYTES_IN_PER_SEC -> MeterWrapper(RemoteStorageMetrics.REMOTE_BYTES_IN_PER_SEC, "bytes"),
RemoteStorageMetrics.REMOTE_READ_REQUESTS_PER_SEC -> MeterWrapper(RemoteStorageMetrics.REMOTE_READ_REQUESTS_PER_SEC, "requests"),
RemoteStorageMetrics.REMOTE_WRITE_REQUESTS_PER_SEC -> MeterWrapper(RemoteStorageMetrics.REMOTE_WRITE_REQUESTS_PER_SEC, "requests"),
RemoteStorageMetrics.FAILED_REMOTE_READ_REQUESTS_PER_SEC -> MeterWrapper(RemoteStorageMetrics.FAILED_REMOTE_READ_REQUESTS_PER_SEC, "requests"),
RemoteStorageMetrics.FAILED_REMOTE_WRITE_REQUESTS_PER_SEC -> MeterWrapper(RemoteStorageMetrics.FAILED_REMOTE_WRITE_REQUESTS_PER_SEC, "requests")
).asJava)
})

if (name.isEmpty) {
metricTypeMap.put(BrokerTopicStats.ReplicationBytesInPerSec, MeterWrapper(BrokerTopicStats.ReplicationBytesInPerSec, "bytes"))
metricTypeMap.put(BrokerTopicStats.ReplicationBytesOutPerSec, MeterWrapper(BrokerTopicStats.ReplicationBytesOutPerSec, "bytes"))
Expand Down Expand Up @@ -342,17 +350,17 @@ class BrokerTopicMetrics(name: Option[String]) {

def invalidOffsetOrSequenceRecordsPerSec: Meter = metricTypeMap.get(BrokerTopicStats.InvalidOffsetOrSequenceRecordsPerSec).meter()

def remoteBytesOutRate: Meter = metricTypeMap.get(BrokerTopicStats.RemoteBytesOutPerSec).meter()
def remoteBytesOutRate: Meter = metricTypeMap.get(RemoteStorageMetrics.REMOTE_BYTES_OUT_PER_SEC).meter()

def remoteBytesInRate: Meter = metricTypeMap.get(BrokerTopicStats.RemoteBytesInPerSec).meter()
def remoteBytesInRate: Meter = metricTypeMap.get(RemoteStorageMetrics.REMOTE_BYTES_IN_PER_SEC).meter()

def remoteReadRequestRate: Meter = metricTypeMap.get(BrokerTopicStats.RemoteReadRequestsPerSec).meter()
def remoteReadRequestRate: Meter = metricTypeMap.get(RemoteStorageMetrics.REMOTE_READ_REQUESTS_PER_SEC).meter()

def remoteWriteRequestRate: Meter = metricTypeMap.get(BrokerTopicStats.RemoteWriteRequestsPerSec).meter()
def remoteWriteRequestRate: Meter = metricTypeMap.get(RemoteStorageMetrics.REMOTE_WRITE_REQUESTS_PER_SEC).meter()

def failedRemoteReadRequestRate: Meter = metricTypeMap.get(BrokerTopicStats.FailedRemoteReadRequestsPerSec).meter()
def failedRemoteReadRequestRate: Meter = metricTypeMap.get(RemoteStorageMetrics.FAILED_REMOTE_READ_REQUESTS_PER_SEC).meter()

def failedRemoteWriteRequestRate: Meter = metricTypeMap.get(BrokerTopicStats.FailedRemoteWriteRequestsPerSec).meter()
def failedRemoteWriteRequestRate: Meter = metricTypeMap.get(RemoteStorageMetrics.FAILED_REMOTE_WRITE_REQUESTS_PER_SEC).meter()

def closeMetric(metricType: String): Unit = {
val meter = metricTypeMap.get(metricType)
Expand All @@ -378,27 +386,19 @@ object BrokerTopicStats {
val ProduceMessageConversionsPerSec = "ProduceMessageConversionsPerSec"
val ReassignmentBytesInPerSec = "ReassignmentBytesInPerSec"
val ReassignmentBytesOutPerSec = "ReassignmentBytesOutPerSec"
val RemoteBytesOutPerSec = "RemoteBytesOutPerSec"
val RemoteBytesInPerSec = "RemoteBytesInPerSec"
val RemoteReadRequestsPerSec = "RemoteReadRequestsPerSec"
val RemoteWriteRequestsPerSec = "RemoteWriteRequestsPerSec"
val FailedRemoteReadRequestsPerSec = "RemoteReadErrorsPerSec"
val FailedRemoteWriteRequestsPerSec = "RemoteWriteErrorsPerSec"

// These following topics are for LogValidator for better debugging on failed records
val NoKeyCompactedTopicRecordsPerSec = "NoKeyCompactedTopicRecordsPerSec"
val InvalidMagicNumberRecordsPerSec = "InvalidMagicNumberRecordsPerSec"
val InvalidMessageCrcRecordsPerSec = "InvalidMessageCrcRecordsPerSec"
val InvalidOffsetOrSequenceRecordsPerSec = "InvalidOffsetOrSequenceRecordsPerSec"

private val valueFactory = (k: String) => new BrokerTopicMetrics(Some(k))
}

class BrokerTopicStats extends Logging {
import BrokerTopicStats._
class BrokerTopicStats(configOpt: java.util.Optional[KafkaConfig] = java.util.Optional.empty()) extends Logging {

private val valueFactory = (k: String) => new BrokerTopicMetrics(Some(k), configOpt)
private val stats = new Pool[String, BrokerTopicMetrics](Some(valueFactory))
val allTopicsStats = new BrokerTopicMetrics(None)
val allTopicsStats = new BrokerTopicMetrics(None, configOpt)

def topicStats(topic: String): BrokerTopicMetrics =
stats.getAndMaybePut(topic)
Expand Down Expand Up @@ -439,12 +439,12 @@ class BrokerTopicStats extends Logging {
topicMetrics.closeMetric(BrokerTopicStats.ProduceMessageConversionsPerSec)
topicMetrics.closeMetric(BrokerTopicStats.ReplicationBytesOutPerSec)
topicMetrics.closeMetric(BrokerTopicStats.ReassignmentBytesOutPerSec)
topicMetrics.closeMetric(BrokerTopicStats.RemoteBytesOutPerSec)
topicMetrics.closeMetric(BrokerTopicStats.RemoteBytesInPerSec)
topicMetrics.closeMetric(BrokerTopicStats.RemoteReadRequestsPerSec)
topicMetrics.closeMetric(BrokerTopicStats.RemoteWriteRequestsPerSec)
topicMetrics.closeMetric(BrokerTopicStats.FailedRemoteReadRequestsPerSec)
topicMetrics.closeMetric(BrokerTopicStats.FailedRemoteWriteRequestsPerSec)
topicMetrics.closeMetric(RemoteStorageMetrics.REMOTE_BYTES_OUT_PER_SEC)
topicMetrics.closeMetric(RemoteStorageMetrics.REMOTE_BYTES_IN_PER_SEC)
topicMetrics.closeMetric(RemoteStorageMetrics.REMOTE_READ_REQUESTS_PER_SEC)
topicMetrics.closeMetric(RemoteStorageMetrics.REMOTE_WRITE_REQUESTS_PER_SEC)
topicMetrics.closeMetric(RemoteStorageMetrics.FAILED_REMOTE_READ_REQUESTS_PER_SEC)
topicMetrics.closeMetric(RemoteStorageMetrics.FAILED_REMOTE_WRITE_REQUESTS_PER_SEC)
}
}

Expand Down
2 changes: 1 addition & 1 deletion core/src/main/scala/kafka/server/KafkaServer.scala
Expand Up @@ -261,7 +261,7 @@ class KafkaServer(
metrics = Server.initializeMetrics(config, time, clusterId)

/* register broker metrics */
_brokerTopicStats = new BrokerTopicStats
_brokerTopicStats = new BrokerTopicStats(java.util.Optional.of(config))

quotaManagers = QuotaFactory.instantiate(config, metrics, time, threadNamePrefix.getOrElse(""))
KafkaBroker.notifyClusterListeners(clusterId, kafkaMetricsReporters ++ metrics.reporters.asScala)
Expand Down
11 changes: 7 additions & 4 deletions core/src/test/java/kafka/log/remote/RemoteLogManagerTest.java
Expand Up @@ -92,9 +92,9 @@
import java.util.concurrent.CountDownLatch;
import java.util.stream.Collectors;

import static kafka.log.remote.RemoteLogManager.REMOTE_LOG_MANAGER_TASKS_AVG_IDLE_PERCENT;
import static kafka.log.remote.RemoteLogManager.REMOTE_LOG_READER_METRICS_NAME_PREFIX;
import static org.apache.kafka.server.log.remote.metadata.storage.TopicBasedRemoteLogMetadataManagerConfig.REMOTE_LOG_METADATA_COMMON_CLIENT_PREFIX;
import static org.apache.kafka.server.log.remote.storage.RemoteStorageMetrics.REMOTE_LOG_MANAGER_TASKS_AVG_IDLE_PERCENT;
import static org.apache.kafka.server.log.remote.storage.RemoteStorageMetrics.REMOTE_LOG_READER_METRICS_NAME_PREFIX;
import static org.junit.jupiter.api.Assertions.assertDoesNotThrow;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertFalse;
Expand Down Expand Up @@ -127,7 +127,8 @@ public class RemoteLogManagerTest {
RemoteStorageManager remoteStorageManager = mock(RemoteStorageManager.class);
RemoteLogMetadataManager remoteLogMetadataManager = mock(RemoteLogMetadataManager.class);
RemoteLogManagerConfig remoteLogManagerConfig = null;
BrokerTopicStats brokerTopicStats = new BrokerTopicStats();

BrokerTopicStats brokerTopicStats = null;
RemoteLogManager remoteLogManager = null;

TopicIdPartition leaderTopicIdPartition = new TopicIdPartition(Uuid.randomUuid(), new TopicPartition("Leader", 0));
Expand Down Expand Up @@ -157,8 +158,10 @@ public List<EpochEntry> read() {
void setUp() throws Exception {
topicIds.put(leaderTopicIdPartition.topicPartition().topic(), leaderTopicIdPartition.topicId());
topicIds.put(followerTopicIdPartition.topicPartition().topic(), followerTopicIdPartition.topicId());
Properties props = new Properties();
Properties props = kafka.utils.TestUtils.createDummyBrokerConfig();
props.setProperty(RemoteLogManagerConfig.REMOTE_LOG_STORAGE_SYSTEM_ENABLE_PROP, "true");
remoteLogManagerConfig = createRLMConfig(props);
brokerTopicStats = new BrokerTopicStats(Optional.of(KafkaConfig.fromProps(props)));

kafka.utils.TestUtils.clearYammerMetrics();

Expand Down
9 changes: 8 additions & 1 deletion core/src/test/java/kafka/log/remote/RemoteLogReaderTest.java
Expand Up @@ -17,9 +17,11 @@
package kafka.log.remote;

import kafka.server.BrokerTopicStats;
import kafka.server.KafkaConfig;
import kafka.utils.TestUtils;
import org.apache.kafka.common.TopicPartition;
import org.apache.kafka.common.record.Records;
import org.apache.kafka.server.log.remote.storage.RemoteLogManagerConfig;
import org.apache.kafka.server.log.remote.storage.RemoteStorageException;
import org.apache.kafka.storage.internals.log.FetchDataInfo;
import org.apache.kafka.storage.internals.log.LogOffsetMetadata;
Expand All @@ -30,6 +32,8 @@
import org.mockito.ArgumentCaptor;

import java.io.IOException;
import java.util.Optional;
import java.util.Properties;
import java.util.function.Consumer;

import static org.junit.jupiter.api.Assertions.assertEquals;
Expand All @@ -44,13 +48,16 @@
public class RemoteLogReaderTest {
public static final String TOPIC = "test";
RemoteLogManager mockRLM = mock(RemoteLogManager.class);
BrokerTopicStats brokerTopicStats = new BrokerTopicStats();
BrokerTopicStats brokerTopicStats = null;
LogOffsetMetadata logOffsetMetadata = new LogOffsetMetadata(100);
Records records = mock(Records.class);

@BeforeEach
public void setUp() {
TestUtils.clearYammerMetrics();
Properties props = kafka.utils.TestUtils.createDummyBrokerConfig();
props.setProperty(RemoteLogManagerConfig.REMOTE_LOG_STORAGE_SYSTEM_ENABLE_PROP, "true");
brokerTopicStats = new BrokerTopicStats(Optional.of(KafkaConfig.fromProps(props)));
}

@Test
Expand Down
30 changes: 27 additions & 3 deletions core/src/test/scala/integration/kafka/api/MetricsTest.scala
Expand Up @@ -24,9 +24,12 @@ import org.apache.kafka.common.errors.{InvalidTopicException, UnknownTopicOrPart
import org.apache.kafka.common.network.ListenerName
import org.apache.kafka.common.security.auth.SecurityProtocol
import org.apache.kafka.common.security.authenticator.TestJaasConfig
import org.apache.kafka.server.log.remote.storage.{NoOpRemoteLogMetadataManager, NoOpRemoteStorageManager, RemoteLogManagerConfig, RemoteStorageMetrics}
import org.apache.kafka.server.metrics.KafkaYammerMetrics
import org.junit.jupiter.api.{AfterEach, BeforeEach, Test, TestInfo}
import org.junit.jupiter.api.{AfterEach, BeforeEach, TestInfo}
import org.junit.jupiter.api.Assertions._
import org.junit.jupiter.params.ParameterizedTest
import org.junit.jupiter.params.provider.ValueSource

import scala.annotation.nowarn
import scala.jdk.CollectionConverters._
Expand Down Expand Up @@ -54,6 +57,12 @@ class MetricsTest extends IntegrationTestHarness with SaslSetup {

@BeforeEach
override def setUp(testInfo: TestInfo): Unit = {
if (testInfo.getDisplayName.endsWith("true")) {
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Wouldn't this enable RemoteStorage for all tests which use @Parameterized (and not just for testMetrics)? An alternative way is to add the full test name here OR check for string "systemRemoteStorageEnabled: true".

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You're right! Currently there's only 1 test in this test suite, but we should make it much clear. Updating now.

// systemRemoteStorageEnabled is enabled
this.serverConfig.setProperty(RemoteLogManagerConfig.REMOTE_LOG_STORAGE_SYSTEM_ENABLE_PROP, "true")
this.serverConfig.setProperty(RemoteLogManagerConfig.REMOTE_STORAGE_MANAGER_CLASS_NAME_PROP, classOf[NoOpRemoteStorageManager].getName)
this.serverConfig.setProperty(RemoteLogManagerConfig.REMOTE_LOG_METADATA_MANAGER_CLASS_NAME_PROP, classOf[NoOpRemoteLogMetadataManager].getName)
}
verifyNoRequestMetrics("Request metrics not removed in a previous test")
startSasl(jaasSections(kafkaServerSaslMechanisms, Some(kafkaClientSaslMechanism), KafkaSasl, kafkaServerJaasEntryName))
super.setUp(testInfo)
Expand All @@ -70,8 +79,9 @@ class MetricsTest extends IntegrationTestHarness with SaslSetup {
* Verifies some of the metrics of producer, consumer as well as server.
*/
@nowarn("cat=deprecation")
@Test
def testMetrics(): Unit = {
@ParameterizedTest(name = "testMetrics with systemRemoteStorageEnabled: {0}")
@ValueSource(booleans = Array(true, false))
def testMetrics(systemRemoteStorageEnabled: Boolean): Unit = {
val topic = "topicWithOldMessageFormat"
val props = new Properties
props.setProperty(TopicConfig.MESSAGE_FORMAT_VERSION_CONFIG, "0.9.0")
Expand Down Expand Up @@ -103,6 +113,7 @@ class MetricsTest extends IntegrationTestHarness with SaslSetup {

generateAuthenticationFailure(tp)
verifyBrokerAuthenticationMetrics(server)
verifyRemoteStorageMetrics(systemRemoteStorageEnabled)
}

private def sendRecords(producer: KafkaProducer[Array[Byte], Array[Byte]], numRecords: Int,
Expand Down Expand Up @@ -308,4 +319,17 @@ class MetricsTest extends IntegrationTestHarness with SaslSetup {
}
assertTrue(metrics.isEmpty, s"$errorMessage: ${metrics.keys}")
}

private def verifyRemoteStorageMetrics(shouldContainMetrics: Boolean): Unit = {
val metrics = RemoteStorageMetrics.allMetrics().asScala.filter(name =>
KafkaYammerMetrics.defaultRegistry.allMetrics.asScala.find(metric => {
metric._1.getMBeanName().equals(name.getMBeanName)
}).isDefined
).toList
if (shouldContainMetrics) {
assertEquals(RemoteStorageMetrics.allMetrics().size(), metrics.size, s"Only $metrics appear in the metrics")
} else {
assertEquals(0, metrics.size, s"$metrics should not appear in the metrics")
}
}
}