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Geoff Anderson
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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. | ||
*/ | ||
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package kafka.tools | ||
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import java.util.{Arrays, Properties} | ||
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import kafka.consumer._ | ||
import org.apache.kafka.clients.producer.{KafkaProducer, ProducerConfig, ProducerRecord} | ||
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import scala.Option.option2Iterable | ||
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object TestEndToEndLatency { | ||
def main(args: Array[String]) { | ||
if (args.length != 6) { | ||
System.err.println("USAGE: java " + getClass().getName + " broker_list zookeeper_connect topic num_messages consumer_fetch_max_wait producer_acks") | ||
System.exit(1) | ||
} | ||
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val brokerList = args(0) | ||
val zkConnect = args(1) | ||
val topic = args(2) | ||
val numMessages = args(3).toInt | ||
val consumerFetchMaxWait = args(4).toInt | ||
val producerAcks = args(5).toInt | ||
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val consumerProps = new Properties() | ||
consumerProps.put("group.id", topic) | ||
consumerProps.put("auto.commit.enable", "false") | ||
consumerProps.put("auto.offset.reset", "largest") | ||
consumerProps.put("zookeeper.connect", zkConnect) | ||
consumerProps.put("fetch.wait.max.ms", consumerFetchMaxWait.toString) | ||
consumerProps.put("socket.timeout.ms", 1201000.toString) | ||
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val config = new ConsumerConfig(consumerProps) | ||
val connector = Consumer.create(config) | ||
val stream = connector.createMessageStreams(Map(topic -> 1)).get(topic).head.head | ||
val iter = stream.iterator | ||
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val producerProps = new Properties() | ||
producerProps.put(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG, brokerList) | ||
producerProps.put(ProducerConfig.LINGER_MS_CONFIG, "0") | ||
producerProps.put(ProducerConfig.BLOCK_ON_BUFFER_FULL_CONFIG, "true") | ||
producerProps.put(ProducerConfig.ACKS_CONFIG, producerAcks.toString) | ||
producerProps.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, "org.apache.kafka.common.serialization.ByteArraySerializer") | ||
producerProps.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, "org.apache.kafka.common.serialization.ByteArraySerializer") | ||
val producer = new KafkaProducer[Array[Byte],Array[Byte]](producerProps) | ||
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// make sure the consumer fetcher has started before sending data since otherwise | ||
// the consumption from the tail will skip the first message and hence be blocked | ||
Thread.sleep(5000) | ||
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val message = "hello there beautiful".getBytes | ||
var totalTime = 0.0 | ||
val latencies = new Array[Long](numMessages) | ||
for (i <- 0 until numMessages) { | ||
val begin = System.nanoTime | ||
producer.send(new ProducerRecord[Array[Byte],Array[Byte]](topic, message)) | ||
val received = iter.next | ||
val elapsed = System.nanoTime - begin | ||
// poor man's progress bar | ||
if (i % 1000 == 0) | ||
println(i + "\t" + elapsed / 1000.0 / 1000.0) | ||
totalTime += elapsed | ||
latencies(i) = (elapsed / 1000 / 1000) | ||
} | ||
println("Avg latency: %.4f ms\n".format(totalTime / numMessages / 1000.0 / 1000.0)) | ||
Arrays.sort(latencies) | ||
val p50 = latencies((latencies.length * 0.5).toInt) | ||
val p99 = latencies((latencies.length * 0.99).toInt) | ||
val p999 = latencies((latencies.length * 0.999).toInt) | ||
println("Percentiles: 50th = %d, 99th = %d, 99.9th = %d".format(p50, p99, p999)) | ||
producer.close() | ||
connector.commitOffsets(true) | ||
connector.shutdown() | ||
System.exit(0) | ||
} | ||
} |
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# Copyright 2015 Confluent Inc. | ||
# | ||
# 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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# Copyright 2015 Confluent Inc. | ||
# | ||
# 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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from ducktape.services.background_thread import BackgroundThreadService | ||
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def is_int(msg): | ||
"""Default method used to check whether text pulled from console consumer is a message. | ||
return int or None | ||
""" | ||
try: | ||
return int(msg) | ||
except: | ||
return None | ||
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""" | ||
0.8.2.1 ConsoleConsumer options | ||
The console consumer is a tool that reads data from Kafka and outputs it to standard output. | ||
Option Description | ||
------ ----------- | ||
--blacklist <blacklist> Blacklist of topics to exclude from | ||
consumption. | ||
--consumer.config <config file> Consumer config properties file. | ||
--csv-reporter-enabled If set, the CSV metrics reporter will | ||
be enabled | ||
--delete-consumer-offsets If specified, the consumer path in | ||
zookeeper is deleted when starting up | ||
--formatter <class> The name of a class to use for | ||
formatting kafka messages for | ||
display. (default: kafka.tools. | ||
DefaultMessageFormatter) | ||
--from-beginning If the consumer does not already have | ||
an established offset to consume | ||
from, start with the earliest | ||
message present in the log rather | ||
than the latest message. | ||
--max-messages <Integer: num_messages> The maximum number of messages to | ||
consume before exiting. If not set, | ||
consumption is continual. | ||
--metrics-dir <metrics dictory> If csv-reporter-enable is set, and | ||
this parameter isset, the csv | ||
metrics will be outputed here | ||
--property <prop> | ||
--skip-message-on-error If there is an error when processing a | ||
message, skip it instead of halt. | ||
--topic <topic> The topic id to consume on. | ||
--whitelist <whitelist> Whitelist of topics to include for | ||
consumption. | ||
--zookeeper <urls> REQUIRED: The connection string for | ||
the zookeeper connection in the form | ||
host:port. Multiple URLS can be | ||
given to allow fail-over. | ||
""" | ||
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class ConsoleConsumer(BackgroundThreadService): | ||
logs = { | ||
"consumer_log": { | ||
"path": "/mnt/consumer.log", | ||
"collect_default": True} | ||
} | ||
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def __init__(self, context, num_nodes, kafka, topic, message_validator=is_int, from_beginning=True, consumer_timeout_ms=None): | ||
""" | ||
Args: | ||
context: standard context | ||
num_nodes: number of nodes to use (this should be 1) | ||
kafka: kafka service | ||
topic: consume from this topic | ||
message_validator: function which returns message or None | ||
from_beginning: consume from beginning if True, else from the end | ||
consumer_timeout_ms: corresponds to consumer.timeout.ms. consumer process ends if time between | ||
successively consumed messages exceeds this timeout. Setting this and | ||
waiting for the consumer to stop is a pretty good way to consume all messages | ||
in a topic. | ||
""" | ||
super(ConsoleConsumer, self).__init__(context, num_nodes) | ||
self.kafka = kafka | ||
self.args = { | ||
'topic': topic, | ||
} | ||
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self.consumer_timeout_ms = consumer_timeout_ms | ||
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self.from_beginning = from_beginning | ||
self.message_validator = message_validator | ||
self.messages_consumed = {idx: [] for idx in range(1, num_nodes + 1)} | ||
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@property | ||
def start_cmd(self): | ||
args = self.args.copy() | ||
args.update({'zk_connect': self.kafka.zk.connect_setting()}) | ||
cmd = "/opt/kafka/bin/kafka-console-consumer.sh --topic %(topic)s --zookeeper %(zk_connect)s" \ | ||
" --consumer.config /mnt/console_consumer.properties" % args | ||
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if self.from_beginning: | ||
cmd += " --from-beginning" | ||
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cmd += " 2>> /mnt/consumer.log | tee -a /mnt/consumer.log &" | ||
return cmd | ||
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def _worker(self, idx, node): | ||
# form config file | ||
if self.consumer_timeout_ms is not None: | ||
prop_file = self.render('console_consumer.properties', consumer_timeout_ms=self.consumer_timeout_ms) | ||
else: | ||
prop_file = self.render('console_consumer.properties') | ||
node.account.create_file("/mnt/console_consumer.properties", prop_file) | ||
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# Run and capture output | ||
cmd = self.start_cmd | ||
self.logger.debug("Console consumer %d command: %s", idx, cmd) | ||
for line in node.account.ssh_capture(cmd): | ||
msg = line.strip() | ||
msg = self.message_validator(msg) | ||
if msg is not None: | ||
self.logger.debug("consumed a message: " + str(msg)) | ||
self.messages_consumed[idx].append(msg) | ||
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def start_node(self, node): | ||
super(ConsoleConsumer, self).start_node(node) | ||
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def stop_node(self, node): | ||
node.account.kill_process("java", allow_fail=True) | ||
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def clean_node(self, node): | ||
node.account.ssh("rm -rf /mnt/console_consumer.properties /mnt/consumer.log", allow_fail=True) | ||
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