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Added ManagedLedger perf tool (apache#1270)
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pulsar-testclient/src/main/java/org/apache/pulsar/testclient/ManagedLedgerWriter.java
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/** | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* 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 | ||
* under the License. | ||
*/ | ||
package org.apache.pulsar.testclient; | ||
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import static java.util.concurrent.TimeUnit.NANOSECONDS; | ||
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import java.text.DecimalFormat; | ||
import java.util.ArrayList; | ||
import java.util.Collections; | ||
import java.util.List; | ||
import java.util.UUID; | ||
import java.util.concurrent.CompletableFuture; | ||
import java.util.concurrent.ExecutorService; | ||
import java.util.concurrent.Executors; | ||
import java.util.concurrent.TimeUnit; | ||
import java.util.concurrent.atomic.AtomicBoolean; | ||
import java.util.concurrent.atomic.LongAdder; | ||
import java.util.stream.Collectors; | ||
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import org.HdrHistogram.Histogram; | ||
import org.HdrHistogram.Recorder; | ||
import org.apache.bookkeeper.client.BookKeeper.DigestType; | ||
import org.apache.bookkeeper.conf.ClientConfiguration; | ||
import org.apache.bookkeeper.meta.HierarchicalLedgerManagerFactory; | ||
import org.apache.bookkeeper.mledger.AsyncCallbacks.AddEntryCallback; | ||
import org.apache.bookkeeper.mledger.AsyncCallbacks.OpenLedgerCallback; | ||
import org.apache.bookkeeper.mledger.ManagedLedger; | ||
import org.apache.bookkeeper.mledger.ManagedLedgerConfig; | ||
import org.apache.bookkeeper.mledger.ManagedLedgerException; | ||
import org.apache.bookkeeper.mledger.ManagedLedgerFactory; | ||
import org.apache.bookkeeper.mledger.ManagedLedgerFactoryConfig; | ||
import org.apache.bookkeeper.mledger.Position; | ||
import org.apache.bookkeeper.mledger.impl.ManagedLedgerFactoryImpl; | ||
import org.apache.commons.codec.digest.DigestUtils; | ||
import org.apache.pulsar.testclient.utils.PaddingDecimalFormat; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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import com.beust.jcommander.JCommander; | ||
import com.beust.jcommander.Parameter; | ||
import com.beust.jcommander.ParameterException; | ||
import com.fasterxml.jackson.databind.ObjectMapper; | ||
import com.fasterxml.jackson.databind.ObjectWriter; | ||
import com.google.common.util.concurrent.RateLimiter; | ||
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import io.netty.buffer.ByteBuf; | ||
import io.netty.buffer.Unpooled; | ||
import io.netty.util.concurrent.DefaultThreadFactory; | ||
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public class ManagedLedgerWriter { | ||
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private static final ExecutorService executor = Executors | ||
.newCachedThreadPool(new DefaultThreadFactory("pulsar-perf-managed-ledger-exec")); | ||
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private static final LongAdder messagesSent = new LongAdder(); | ||
private static final LongAdder bytesSent = new LongAdder(); | ||
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private static Recorder recorder = new Recorder(TimeUnit.SECONDS.toMillis(120000), 5); | ||
private static Recorder cumulativeRecorder = new Recorder(TimeUnit.SECONDS.toMillis(120000), 5); | ||
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static class Arguments { | ||
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@Parameter(names = { "-h", "--help" }, description = "Help message", help = true) | ||
boolean help; | ||
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@Parameter(names = { "-r", "--rate" }, description = "Write rate msg/s across managed ledgers") | ||
public int msgRate = 100; | ||
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@Parameter(names = { "-s", "--size" }, description = "Message size") | ||
public int msgSize = 1024; | ||
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@Parameter(names = { "-t", "--num-topic" }, description = "Number of managed ledgers") | ||
public int numManagedLedgers = 1; | ||
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@Parameter(names = { "--threads" }, description = "Number of threads writing") | ||
public int numThreads = 1; | ||
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@Parameter(names = { "-zk", "--zookeeperServers" }, description = "ZooKeeper connection string") | ||
public String zookeeperServers; | ||
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@Parameter(names = { "-o", "--max-outstanding" }, description = "Max number of outstanding requests") | ||
public int maxOutstanding = 1000; | ||
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@Parameter(names = { "-c", | ||
"--max-connections" }, description = "Max number of TCP connections to a single bookie") | ||
public int maxConnections = 1; | ||
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@Parameter(names = { "-m", | ||
"--num-messages" }, description = "Number of messages to publish in total. If 0, it will keep publishing") | ||
public long numMessages = 0; | ||
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@Parameter(names = { "-e", "--ensemble-size" }, description = "Ledger ensemble size") | ||
public int ensembleSize = 1; | ||
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@Parameter(names = { "-w", "--write-quorum" }, description = "Ledger write quorum") | ||
public int writeQuorum = 1; | ||
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@Parameter(names = { "-a", "--ack-quorum" }, description = "Ledger ack quorum") | ||
public int ackQuorum = 1; | ||
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@Parameter(names = { "-time", | ||
"--test-duration" }, description = "Test duration in secs. If 0, it will keep publishing") | ||
public long testTime = 0; | ||
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} | ||
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public static void main(String[] args) throws Exception { | ||
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final Arguments arguments = new Arguments(); | ||
JCommander jc = new JCommander(arguments); | ||
jc.setProgramName("pulsar-perf-producer"); | ||
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try { | ||
jc.parse(args); | ||
} catch (ParameterException e) { | ||
System.out.println(e.getMessage()); | ||
jc.usage(); | ||
System.exit(-1); | ||
} | ||
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if (arguments.help) { | ||
jc.usage(); | ||
System.exit(-1); | ||
} | ||
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arguments.testTime = TimeUnit.SECONDS.toMillis(arguments.testTime); | ||
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// Dump config variables | ||
ObjectMapper m = new ObjectMapper(); | ||
ObjectWriter w = m.writerWithDefaultPrettyPrinter(); | ||
log.info("Starting Pulsar managed-ledger perf writer with config: {}", w.writeValueAsString(arguments)); | ||
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byte[] payloadData = new byte[arguments.msgSize]; | ||
ByteBuf payloadBuffer = Unpooled.directBuffer(arguments.msgSize); | ||
payloadBuffer.writerIndex(arguments.msgSize); | ||
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// Now processing command line arguments | ||
String managedLedgerPrefix = "test-" + DigestUtils.sha1Hex(UUID.randomUUID().toString()).substring(0, 5); | ||
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ClientConfiguration bkConf = new ClientConfiguration(); | ||
bkConf.setUseV2WireProtocol(true); | ||
bkConf.setLedgerManagerFactoryClass(HierarchicalLedgerManagerFactory.class); | ||
bkConf.setAddEntryTimeout(30); | ||
bkConf.setReadEntryTimeout(30); | ||
bkConf.setThrottleValue(0); | ||
bkConf.setNumChannelsPerBookie(arguments.maxConnections); | ||
bkConf.setZkServers(arguments.zookeeperServers); | ||
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ManagedLedgerFactoryConfig mlFactoryConf = new ManagedLedgerFactoryConfig(); | ||
mlFactoryConf.setMaxCacheSize(0); | ||
ManagedLedgerFactory factory = new ManagedLedgerFactoryImpl(bkConf, mlFactoryConf); | ||
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ManagedLedgerConfig mlConf = new ManagedLedgerConfig(); | ||
mlConf.setEnsembleSize(arguments.ensembleSize); | ||
mlConf.setWriteQuorumSize(arguments.writeQuorum); | ||
mlConf.setAckQuorumSize(arguments.ackQuorum); | ||
mlConf.setMinimumRolloverTime(10, TimeUnit.MINUTES); | ||
mlConf.setMetadataEnsembleSize(arguments.ensembleSize); | ||
mlConf.setMetadataWriteQuorumSize(arguments.writeQuorum); | ||
mlConf.setMetadataAckQuorumSize(arguments.ackQuorum); | ||
mlConf.setDigestType(DigestType.CRC32); | ||
mlConf.setMaxSizePerLedgerMb(2048); | ||
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List<CompletableFuture<ManagedLedger>> futures = new ArrayList<>(); | ||
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for (int i = 0; i < arguments.numManagedLedgers; i++) { | ||
String name = String.format("%s-%03d", managedLedgerPrefix, i); | ||
CompletableFuture<ManagedLedger> future = new CompletableFuture<>(); | ||
futures.add(future); | ||
factory.asyncOpen(name, mlConf, new OpenLedgerCallback() { | ||
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@Override | ||
public void openLedgerComplete(ManagedLedger ledger, Object ctx) { | ||
future.complete(ledger); | ||
} | ||
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@Override | ||
public void openLedgerFailed(ManagedLedgerException exception, Object ctx) { | ||
future.completeExceptionally(exception); | ||
} | ||
}, null); | ||
} | ||
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List<ManagedLedger> managedLedgers = futures.stream().map(CompletableFuture::join).collect(Collectors.toList()); | ||
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log.info("Created {} managed ledgers", managedLedgers.size()); | ||
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Runtime.getRuntime().addShutdownHook(new Thread() { | ||
public void run() { | ||
printAggregatedStats(); | ||
} | ||
}); | ||
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Collections.shuffle(managedLedgers); | ||
AtomicBoolean isDone = new AtomicBoolean(); | ||
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RateLimiter rateLimiter = RateLimiter.create(arguments.msgRate); | ||
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executor.submit(() -> { | ||
try { | ||
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long startTime = System.currentTimeMillis(); | ||
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// Send messages on all topics/producers | ||
long totalSent = 0; | ||
while (true) { | ||
for (int i = 0; i < arguments.numManagedLedgers; i++) { | ||
if (arguments.testTime > 0) { | ||
if (System.currentTimeMillis() - startTime > arguments.testTime) { | ||
log.info("------------------- DONE -----------------------"); | ||
printAggregatedStats(); | ||
isDone.set(true); | ||
Thread.sleep(5000); | ||
System.exit(0); | ||
} | ||
} | ||
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if (arguments.numMessages > 0) { | ||
if (totalSent++ >= arguments.numMessages) { | ||
log.info("------------------- DONE -----------------------"); | ||
printAggregatedStats(); | ||
isDone.set(true); | ||
Thread.sleep(5000); | ||
System.exit(0); | ||
} | ||
} | ||
rateLimiter.acquire(); | ||
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final long sendTime = System.nanoTime(); | ||
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managedLedgers.get(i).asyncAddEntry(payloadBuffer, new AddEntryCallback() { | ||
@Override | ||
public void addComplete(Position position, Object ctx) { | ||
messagesSent.increment(); | ||
bytesSent.add(payloadData.length); | ||
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long latencyMicros = NANOSECONDS.toMicros(System.nanoTime() - sendTime); | ||
recorder.recordValue(latencyMicros); | ||
cumulativeRecorder.recordValue(latencyMicros); | ||
} | ||
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@Override | ||
public void addFailed(ManagedLedgerException exception, Object ctx) { | ||
log.warn("Write error on message", exception); | ||
System.exit(-1); | ||
} | ||
}, null); | ||
} | ||
} | ||
} catch (Throwable t) { | ||
log.error("Got error", t); | ||
} | ||
}); | ||
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// Print report stats | ||
long oldTime = System.nanoTime(); | ||
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Histogram reportHistogram = null; | ||
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while (true) { | ||
try { | ||
Thread.sleep(10000); | ||
} catch (InterruptedException e) { | ||
break; | ||
} | ||
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if (isDone.get()) { | ||
break; | ||
} | ||
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long now = System.nanoTime(); | ||
double elapsed = (now - oldTime) / 1e9; | ||
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double rate = messagesSent.sumThenReset() / elapsed; | ||
double throughput = bytesSent.sumThenReset() / elapsed / 1024 / 1024 * 8; | ||
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reportHistogram = recorder.getIntervalHistogram(reportHistogram); | ||
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log.info( | ||
"Throughput produced: {} msg/s --- {} Mbit/s --- Latency: mean: {} ms - med: {} - 95pct: {} - 99pct: {} - 99.9pct: {} - 99.99pct: {} - Max: {}", | ||
throughputFormat.format(rate), throughputFormat.format(throughput), | ||
dec.format(reportHistogram.getMean() / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(50) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(95) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99.9) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99.99) / 1000.0), | ||
dec.format(reportHistogram.getMaxValue() / 1000.0)); | ||
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reportHistogram.reset(); | ||
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oldTime = now; | ||
} | ||
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factory.shutdown(); | ||
} | ||
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private static void printAggregatedStats() { | ||
Histogram reportHistogram = cumulativeRecorder.getIntervalHistogram(); | ||
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log.info( | ||
"Aggregated latency stats --- Latency: mean: {} ms - med: {} - 95pct: {} - 99pct: {} - 99.9pct: {} - 99.99pct: {} - 99.999pct: {} - Max: {}", | ||
dec.format(reportHistogram.getMean() / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(50) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(95) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99.9) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99.99) / 1000.0), | ||
dec.format(reportHistogram.getValueAtPercentile(99.999) / 1000.0), | ||
dec.format(reportHistogram.getMaxValue() / 1000.0)); | ||
} | ||
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static final DecimalFormat throughputFormat = new PaddingDecimalFormat("0.0", 8); | ||
static final DecimalFormat dec = new PaddingDecimalFormat("0.000", 7); | ||
private static final Logger log = LoggerFactory.getLogger(ManagedLedgerWriter.class); | ||
} |