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test: add benchmark for long-running sessions clean up task. (#2564)
Adding benchmarks for long running sessions cleanup feature introduced as part of - https://togithub.com/googleapis/java-spanner/pull/2419 .
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...le-cloud-spanner/src/test/java/com/google/cloud/spanner/LongRunningSessionsBenchmark.java
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/* | ||
* Copyright 2023 Google LLC | ||
* | ||
* Licensed 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 under the License. | ||
*/ | ||
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package com.google.cloud.spanner; | ||
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import static com.google.common.truth.Truth.assertThat; | ||
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import com.google.api.gax.rpc.TransportChannelProvider; | ||
import com.google.cloud.NoCredentials; | ||
import com.google.cloud.spanner.MockSpannerServiceImpl.SimulatedExecutionTime; | ||
import com.google.cloud.spanner.SessionPoolOptions.ActionOnInactiveTransaction; | ||
import com.google.cloud.spanner.SessionPoolOptions.InactiveTransactionRemovalOptions; | ||
import com.google.common.util.concurrent.Futures; | ||
import com.google.common.util.concurrent.ListenableFuture; | ||
import com.google.common.util.concurrent.ListeningScheduledExecutorService; | ||
import com.google.common.util.concurrent.MoreExecutors; | ||
import com.google.spanner.v1.BatchCreateSessionsRequest; | ||
import java.util.ArrayList; | ||
import java.util.List; | ||
import java.util.Random; | ||
import java.util.concurrent.Executors; | ||
import java.util.concurrent.TimeUnit; | ||
import java.util.concurrent.atomic.AtomicInteger; | ||
import org.openjdk.jmh.annotations.AuxCounters; | ||
import org.openjdk.jmh.annotations.Benchmark; | ||
import org.openjdk.jmh.annotations.BenchmarkMode; | ||
import org.openjdk.jmh.annotations.Fork; | ||
import org.openjdk.jmh.annotations.Level; | ||
import org.openjdk.jmh.annotations.Measurement; | ||
import org.openjdk.jmh.annotations.Mode; | ||
import org.openjdk.jmh.annotations.OutputTimeUnit; | ||
import org.openjdk.jmh.annotations.Param; | ||
import org.openjdk.jmh.annotations.Scope; | ||
import org.openjdk.jmh.annotations.Setup; | ||
import org.openjdk.jmh.annotations.State; | ||
import org.openjdk.jmh.annotations.TearDown; | ||
import org.openjdk.jmh.annotations.Warmup; | ||
import org.threeten.bp.Duration; | ||
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/** | ||
* Benchmarks for long-running sessions scenarios. The simulated execution times are based on | ||
* reasonable estimates and are primarily intended to keep the benchmarks comparable with each other | ||
* before and after changes have been made to the pool. The benchmarks are bound to the Maven | ||
* profile `benchmark` and can be executed like this: <code> | ||
* mvn clean test -DskipTests -Pbenchmark -Dbenchmark.name=LongRunningSessionsBenchmark | ||
* </code> | ||
*/ | ||
@BenchmarkMode(Mode.AverageTime) | ||
@Fork(value = 1, warmups = 0) | ||
@Measurement(batchSize = 1, iterations = 1, timeUnit = TimeUnit.MILLISECONDS) | ||
@Warmup(batchSize = 0, iterations = 0) | ||
@OutputTimeUnit(TimeUnit.SECONDS) | ||
public class LongRunningSessionsBenchmark { | ||
private static final String TEST_PROJECT = "my-project"; | ||
private static final String TEST_INSTANCE = "my-instance"; | ||
private static final String TEST_DATABASE = "my-database"; | ||
private static final int HOLD_SESSION_TIME = 100; | ||
private static final int LONG_HOLD_SESSION_TIME = 10000; // 10 seconds | ||
private static final int RND_WAIT_TIME_BETWEEN_REQUESTS = 100; | ||
private static final Random RND = new Random(); | ||
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@State(Scope.Thread) | ||
@AuxCounters(org.openjdk.jmh.annotations.AuxCounters.Type.EVENTS) | ||
public static class BenchmarkState { | ||
private StandardBenchmarkMockServer mockServer; | ||
private Spanner spanner; | ||
private DatabaseClientImpl client; | ||
private AtomicInteger longRunningSessions; | ||
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@Param({"100"}) | ||
int minSessions; | ||
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@Param({"400"}) | ||
int maxSessions; | ||
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@Param({"4"}) | ||
int numChannels; | ||
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/** AuxCounter for number of RPCs. */ | ||
public int numBatchCreateSessionsRpcs() { | ||
return mockServer.countRequests(BatchCreateSessionsRequest.class); | ||
} | ||
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/** AuxCounter for number of sessions created. */ | ||
public int sessionsCreated() { | ||
return mockServer.getMockSpanner().numSessionsCreated(); | ||
} | ||
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@Setup(Level.Invocation) | ||
public void setup() throws Exception { | ||
mockServer = new StandardBenchmarkMockServer(); | ||
longRunningSessions = new AtomicInteger(); | ||
TransportChannelProvider channelProvider = mockServer.start(); | ||
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/** | ||
* This ensures that the background thread responsible for cleaning long-running sessions | ||
* executes every 10s. Any transaction for which session has not been used for more than 2s | ||
* will be treated as long-running. | ||
*/ | ||
InactiveTransactionRemovalOptions inactiveTransactionRemovalOptions = | ||
InactiveTransactionRemovalOptions.newBuilder() | ||
.setActionOnInactiveTransaction(ActionOnInactiveTransaction.WARN_AND_CLOSE) | ||
.setExecutionFrequency(Duration.ofSeconds(10)) | ||
.setIdleTimeThreshold(Duration.ofSeconds(2)) | ||
.build(); | ||
SpannerOptions options = | ||
SpannerOptions.newBuilder() | ||
.setProjectId(TEST_PROJECT) | ||
.setChannelProvider(channelProvider) | ||
.setNumChannels(numChannels) | ||
.setCredentials(NoCredentials.getInstance()) | ||
.setSessionPoolOption( | ||
SessionPoolOptions.newBuilder() | ||
.setMinSessions(minSessions) | ||
.setMaxSessions(maxSessions) | ||
.setWaitForMinSessions(Duration.ofSeconds(5)) | ||
.setInactiveTransactionRemovalOptions(inactiveTransactionRemovalOptions) | ||
.build()) | ||
.build(); | ||
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spanner = options.getService(); | ||
client = | ||
(DatabaseClientImpl) | ||
spanner.getDatabaseClient(DatabaseId.of(TEST_PROJECT, TEST_INSTANCE, TEST_DATABASE)); | ||
} | ||
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@TearDown(Level.Invocation) | ||
public void teardown() throws Exception { | ||
spanner.close(); | ||
mockServer.shutdown(); | ||
} | ||
} | ||
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/** | ||
* Measures the time needed to execute a burst of read requests. | ||
* | ||
* <p>Some read requests will be long-running and will cause session leaks. Such sessions will be | ||
* removed by the session maintenance background task if SessionPool Option | ||
* ActionOnInactiveTransaction is set as WARN_AND_CLOSE. | ||
* | ||
* @param server | ||
* @throws Exception | ||
*/ | ||
@Benchmark | ||
public void burstRead(final BenchmarkState server) throws Exception { | ||
int totalQueries = server.maxSessions * 8; | ||
int parallelThreads = server.maxSessions * 2; | ||
final DatabaseClient client = | ||
server.spanner.getDatabaseClient(DatabaseId.of(TEST_PROJECT, TEST_INSTANCE, TEST_DATABASE)); | ||
SessionPool pool = ((DatabaseClientImpl) client).pool; | ||
assertThat(pool.totalSessions()).isEqualTo(server.minSessions); | ||
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ListeningScheduledExecutorService service = | ||
MoreExecutors.listeningDecorator(Executors.newScheduledThreadPool(parallelThreads)); | ||
List<ListenableFuture<?>> futures = new ArrayList<>(totalQueries); | ||
for (int i = 0; i < totalQueries; i++) { | ||
futures.add( | ||
service.submit( | ||
() -> { | ||
Thread.sleep(RND.nextInt(RND_WAIT_TIME_BETWEEN_REQUESTS)); | ||
try (ResultSet rs = | ||
client.singleUse().executeQuery(StandardBenchmarkMockServer.SELECT1)) { | ||
while (rs.next()) { | ||
// introduce random sleep times to have long-running sessions | ||
randomWait(server); | ||
} | ||
return null; | ||
} | ||
})); | ||
} | ||
// explicitly run the maintenance cycle to clean up any dangling long-running sessions. | ||
pool.poolMaintainer.maintainPool(); | ||
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Futures.allAsList(futures).get(); | ||
service.shutdown(); | ||
assertNumLeakedSessionsRemoved(server, pool); | ||
} | ||
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/** | ||
* Measures the time needed to execute a burst of write requests (PDML). | ||
* | ||
* <p>Some write requests will be long-running. The test asserts that no sessions are removed by | ||
* the session maintenance background task with SessionPool Option ActionOnInactiveTransaction set | ||
* as WARN_AND_CLOSE. This is because PDML writes are expected to be long-running. | ||
* | ||
* @param server | ||
* @throws Exception | ||
*/ | ||
@Benchmark | ||
public void burstWrite(final BenchmarkState server) throws Exception { | ||
int totalWrites = server.maxSessions * 8; | ||
int parallelThreads = server.maxSessions * 2; | ||
final DatabaseClient client = | ||
server.spanner.getDatabaseClient(DatabaseId.of(TEST_PROJECT, TEST_INSTANCE, TEST_DATABASE)); | ||
SessionPool pool = ((DatabaseClientImpl) client).pool; | ||
assertThat(pool.totalSessions()).isEqualTo(server.minSessions); | ||
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ListeningScheduledExecutorService service = | ||
MoreExecutors.listeningDecorator(Executors.newScheduledThreadPool(parallelThreads)); | ||
List<ListenableFuture<?>> futures = new ArrayList<>(totalWrites); | ||
for (int i = 0; i < totalWrites; i++) { | ||
futures.add( | ||
service.submit( | ||
() -> { | ||
// introduce random sleep times so that some sessions are long-running sessions | ||
randomWaitForMockServer(server); | ||
client.executePartitionedUpdate(StandardBenchmarkMockServer.UPDATE_STATEMENT); | ||
})); | ||
} | ||
// explicitly run the maintenance cycle to clean up any dangling long-running sessions. | ||
pool.poolMaintainer.maintainPool(); | ||
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Futures.allAsList(futures).get(); | ||
service.shutdown(); | ||
assertThat(pool.numLeakedSessionsRemoved()) | ||
.isEqualTo(0); // no sessions should be cleaned up in case of partitioned updates. | ||
} | ||
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/** | ||
* Measures the time needed to execute a burst of read and write requests. | ||
* | ||
* <p>Some read requests will be long-running and will cause session leaks. Such sessions will be | ||
* removed by the session maintenance background task if SessionPool Option | ||
* ActionOnInactiveTransaction is set as WARN_AND_CLOSE. | ||
* | ||
* <p>Some write requests will be long-running. The test asserts that no sessions are removed by | ||
* the session maintenance background task with SessionPool Option ActionOnInactiveTransaction set | ||
* as WARN_AND_CLOSE. This is because PDML writes are expected to be long-running. | ||
* | ||
* @param server | ||
* @throws Exception | ||
*/ | ||
@Benchmark | ||
public void burstReadAndWrite(final BenchmarkState server) throws Exception { | ||
int totalWrites = server.maxSessions * 4; | ||
int totalReads = server.maxSessions * 4; | ||
int parallelThreads = server.maxSessions * 2; | ||
final DatabaseClient client = | ||
server.spanner.getDatabaseClient(DatabaseId.of(TEST_PROJECT, TEST_INSTANCE, TEST_DATABASE)); | ||
SessionPool pool = ((DatabaseClientImpl) client).pool; | ||
assertThat(pool.totalSessions()).isEqualTo(server.minSessions); | ||
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ListeningScheduledExecutorService service = | ||
MoreExecutors.listeningDecorator(Executors.newScheduledThreadPool(parallelThreads)); | ||
List<ListenableFuture<?>> futures = new ArrayList<>(totalReads + totalWrites); | ||
for (int i = 0; i < totalWrites; i++) { | ||
futures.add( | ||
service.submit( | ||
() -> { | ||
// introduce random sleep times so that some sessions are long-running sessions | ||
randomWaitForMockServer(server); | ||
client.executePartitionedUpdate(StandardBenchmarkMockServer.UPDATE_STATEMENT); | ||
})); | ||
} | ||
for (int i = 0; i < totalReads; i++) { | ||
futures.add( | ||
service.submit( | ||
() -> { | ||
Thread.sleep(RND.nextInt(RND_WAIT_TIME_BETWEEN_REQUESTS)); | ||
try (ResultSet rs = | ||
client.singleUse().executeQuery(StandardBenchmarkMockServer.SELECT1)) { | ||
while (rs.next()) { | ||
// introduce random sleep times to have long-running sessions | ||
randomWait(server); | ||
} | ||
return null; | ||
} | ||
})); | ||
} | ||
// explicitly run the maintenance cycle to clean up any dangling long-running sessions. | ||
pool.poolMaintainer.maintainPool(); | ||
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Futures.allAsList(futures).get(); | ||
service.shutdown(); | ||
assertNumLeakedSessionsRemoved(server, pool); | ||
} | ||
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private void randomWait(final BenchmarkState server) throws InterruptedException { | ||
if (RND.nextBoolean()) { | ||
server.longRunningSessions.incrementAndGet(); | ||
Thread.sleep(LONG_HOLD_SESSION_TIME); | ||
} else { | ||
Thread.sleep(HOLD_SESSION_TIME); | ||
} | ||
} | ||
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private void randomWaitForMockServer(final BenchmarkState server) { | ||
if (RND.nextBoolean()) { | ||
server.longRunningSessions.incrementAndGet(); | ||
server | ||
.mockServer | ||
.getMockSpanner() | ||
.setExecuteStreamingSqlExecutionTime( | ||
SimulatedExecutionTime.ofMinimumAndRandomTime(LONG_HOLD_SESSION_TIME, 0)); | ||
} else { | ||
server | ||
.mockServer | ||
.getMockSpanner() | ||
.setExecuteStreamingSqlExecutionTime( | ||
SimulatedExecutionTime.ofMinimumAndRandomTime(HOLD_SESSION_TIME, 0)); | ||
} | ||
} | ||
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private void assertNumLeakedSessionsRemoved(final BenchmarkState server, final SessionPool pool) { | ||
final SessionPoolOptions sessionPoolOptions = | ||
server.spanner.getOptions().getSessionPoolOptions(); | ||
assertThat(server.longRunningSessions.get()).isNotEqualTo(0); | ||
if (sessionPoolOptions.warnAndCloseInactiveTransactions() | ||
|| sessionPoolOptions.closeInactiveTransactions()) { | ||
assertThat(pool.numLeakedSessionsRemoved()).isGreaterThan(0); | ||
} else if (sessionPoolOptions.warnInactiveTransactions()) { | ||
assertThat(pool.numLeakedSessionsRemoved()).isEqualTo(0); | ||
} | ||
} | ||
} |