Kafka管理工具介绍

时间:2021-12-12 08:28:31

Kafka内部提供了许多管理脚本,这些脚本都放在$KAFKA_HOME/bin目录下,而这些类的实现都是放在源码的kafka/core/src/main/scala/kafka/tools/路径下。

Consumer Offset Checker

  Consumer Offset Checker主要是运行kafka.tools.ConsumerOffsetChecker类,对应的脚本是kafka-consumer-offset-checker.sh,会显示出Consumer的Group、Topic、分区ID、分区对应已经消费的Offset、logSize大小,Lag以及Owner等信息。

如果运行kafka-consumer-offset-checker.sh脚本的时候什么信息都不输入,那么会显示以下信息:

[iteblog@www.iteblog.com /]$ bin/kafka-consumer-offset-checker.sh
Check the offset of your consumers.
Option Description
------ -----------
--broker-info Print broker info
--group Consumer group.
--help Print this message.
--retry.backoff.ms <Integer> Retry back-off to use for failed
offset queries. (default: 3000)
--socket.timeout.ms <Integer> Socket timeout to use when querying
for offsets. (default: 6000)
--topic Comma-separated list of consumer
topics (all topics if absent).
--zookeeper ZooKeeper connect string. (default:
localhost:2181)

我们根据提示,输入的命令如下:

[iteblog@www.iteblog.com /]$ bin/kafka-consumer-offset-checker.sh --zookeeper www.iteblog.com:2181 --topic test --group spark --broker-info
Group Topic Pid Offset logSize Lag Owner
spark test 0 34666914 34674392 7478 none
spark test 1 34670481 34678029 7548 none
spark test 2 34670547 34678002 7455 none
spark test 3 34664512 34671961 7449 none
spark test 4 34680143 34687562 7419 none
spark test 5 34672309 34679823 7514 none
spark test 6 34674660 34682220 7560 none
BROKER INFO
2 -> www.iteblog.com:9092
5 -> www.iteblog.com:9093
4 -> www.iteblog.com:9094
7 -> www.iteblog.com:9095
1 -> www.iteblog.com:9096
3 -> www.iteblog.com:9097
6 -> www.iteblog.com:9098

Dump Log Segment

  有时候我们需要验证日志索引是否正确,或者仅仅想从log文件中直接打印消息,我们可以使用kafka.tools.DumpLogSegments类来实现,先来看看它需要的参数:

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.DumpLogSegments
Parse a log file and dump its contents to the console, useful for debugging a seemingly corrupt log segment.
Option Description
------ -----------
--deep-iteration if set, uses deep instead of shallow
iteration
--files <file1, file2, ...> REQUIRED: The comma separated list of
data and index log files to be dumped
--key-decoder-class if set, used to deserialize the keys.
This class should implement kafka.
serializer.Decoder trait. Custom jar
should be available in kafka/libs
directory. (default: kafka.
serializer.StringDecoder)
--max-message-size <Integer: size> Size of largest message. (default:
5242880)
--print-data-log if set, printing the messages content
when dumping data logs
--value-decoder-class if set, used to deserialize the
messages. This class should
implement kafka.serializer.Decoder
trait. Custom jar should be
available in kafka/libs directory.
(default: kafka.serializer.
StringDecoder)
--verify-index-only if set, just verify the index log
without printing its content

  很明显,我们在使用kafka.tools.DumpLogSegments的时候必须输入--files,这个参数指的就是Kafka中Topic分区所在的绝对路径。分区所在的目录由config/server.properties文件中log.dirs参数决定。比如我们想看/home/q/kafka/kafka_2.10-0.8.2.1/data/test-4/00000000000034245135.log日志文件的相关情况可以 使用下面的命令:

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.DumpLogSegments --files /iteblog/data/test-4/00000000000034245135.log
Dumping /home/q/kafka/kafka_2.10-0.8.2.1/data/test-4/00000000000034245135.log
Starting offset: 34245135
offset: 34245135 position: 0 isvalid: true payloadsize: 4213 magic: 0 compresscodec: NoCompressionCodec crc: 865449274 keysize: 4213
offset: 34245136 position: 8452 isvalid: true payloadsize: 4657 magic: 0 compresscodec: NoCompressionCodec crc: 4123037760 keysize: 4657
offset: 34245137 position: 17792 isvalid: true payloadsize: 3921 magic: 0 compresscodec: NoCompressionCodec crc: 541297511 keysize: 3921
offset: 34245138 position: 25660 isvalid: true payloadsize: 2290 magic: 0 compresscodec: NoCompressionCodec crc: 1346104996 keysize: 2290
offset: 34245139 position: 30266 isvalid: true payloadsize: 2284 magic: 0 compresscodec: NoCompressionCodec crc: 1930558677 keysize: 2284
offset: 34245140 position: 34860 isvalid: true payloadsize: 268 magic: 0 compresscodec: NoCompressionCodec crc: 57847488 keysize: 268
offset: 34245141 position: 35422 isvalid: true payloadsize: 263 magic: 0 compresscodec: NoCompressionCodec crc: 2964399224 keysize: 263
offset: 34245142 position: 35974 isvalid: true payloadsize: 1875 magic: 0 compresscodec: NoCompressionCodec crc: 647039113 keysize: 1875
offset: 34245143 position: 39750 isvalid: true payloadsize: 648 magic: 0 compresscodec: NoCompressionCodec crc: 865445580 keysize: 648
offset: 34245144 position: 41072 isvalid: true payloadsize: 556 magic: 0 compresscodec: NoCompressionCodec crc: 1174686061 keysize: 556
offset: 34245145 position: 42210 isvalid: true payloadsize: 4211 magic: 0 compresscodec: NoCompressionCodec crc: 3691302513 keysize: 4211
offset: 34245146 position: 50658 isvalid: true payloadsize: 2299 magic: 0 compresscodec: NoCompressionCodec crc: 2367114411 keysize: 2299
offset: 34245147 position: 55282 isvalid: true payloadsize: 642 magic: 0 compresscodec: NoCompressionCodec crc: 4122061921 keysize: 642
offset: 34245148 position: 56592 isvalid: true payloadsize: 4211 magic: 0 compresscodec: NoCompressionCodec crc: 3257991653 keysize: 4211
offset: 34245149 position: 65040 isvalid: true payloadsize: 2278 magic: 0 compresscodec: NoCompressionCodec crc: 2103489307 keysize: 2278
offset: 34245150 position: 69622 isvalid: true payloadsize: 269 magic: 0 compresscodec: NoCompressionCodec crc: 792857391 keysize: 269
offset: 34245151 position: 70186 isvalid: true payloadsize: 640 magic: 0 compresscodec: NoCompressionCodec crc: 791599616 keysize: 640

可以看出,这个命令将Kafka中Message中Header的相关信息和偏移量都显示出来了,但是没有看到日志的内容,我们可以通过--print-data-log来设置。如果需要查看多个日志文件,可以以逗号分割。

导出Zookeeper中Group相关的偏移量

  有时候我们需要导出某个Consumer group各个分区的偏移量,我们可以通过使用Kafka的kafka.tools.ExportZkOffsets类来满足。来看看这个类需要的参数:

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.ExportZkOffsets
Export consumer offsets to an output file.
Option Description
------ -----------
--group Consumer group.
--help Print this message.
--output-file Output file
--zkconnect ZooKeeper connect string. (default:
localhost:2181)

我们需要输入Consumer group,Zookeeper的地址以及保存文件路径:

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.ExportZkOffsets --group spark --zkconnect www.iteblog.com:2181 --output-file ~/offset

[iteblog@www.iteblog.com /]$ vim ~/offset
/consumers/spark/offsets/test/3:34846274
/consumers/spark/offsets/test/2:34852378
/consumers/spark/offsets/test/1:34852360
/consumers/spark/offsets/test/0:34848170
/consumers/spark/offsets/test/6:34857010
/consumers/spark/offsets/test/5:34854268
/consumers/spark/offsets/test/4:34861572

注意,--output-file参数必须在指定,否则会出错。

通过JMX获取metrics信息

  我们可以通过kafka.tools.JmxTool类打印出Kafka相关的metrics信息。

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.JmxTool
Dump JMX values to standard output.
Option Description
------ -----------
--attributes <name> The whitelist of attributes to query.
This is a comma-separated list. If
no attributes are specified all
objects will be queried.
--date-format <format> The date format to use for formatting
the time field. See java.text.
SimpleDateFormat for options.
--help Print usage information.
--jmx-url <service-url> The url to connect to to poll JMX
data. See Oracle javadoc for
JMXServiceURL for details. (default:
service:jmx:rmi:///jndi/rmi://:
9999/jmxrmi)
--object-name <name> A JMX object name to use as a query.
This can contain wild cards, and
this option can be given multiple
times to specify more than one
query. If no objects are specified
all objects will be queried.
--reporting-interval <Integer: ms> Interval in MS with which to poll jmx
stats. (default: 2000)

可以这么使用

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.JmxTool --jmx-url service:jmx:rmi:///jndi/rmi://www.iteblog.com:1099/jmxrmi

运行上面命令前提是在启动kafka集群的时候指定export JMX_PORT= ,这样才会开启JMX。然后就可以通过上面命令打印出Kafka所有的metrics信息。

Kafka数据迁移工具

  这个工具主要有两个:kafka.tools.KafkaMigrationToolkafka.tools.MirrorMaker。第一个主要是用于将Kafka 0.7上面的数据迁移到Kafka 0.8(https://cwiki.apache.org/confluence/display/KAFKA/Migrating+from+0.7+to+0.8);而后者可以同步两个Kafka集群的数据(https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=27846330)。都是从原端消费Messages,然后发布到目标端。

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.KafkaMigrationTool --kafka.07.jar kafka-0.7.19.jar --zkclient.01.jar zkclient-0.2.0.jar --num.producers 16 --consumer.config=sourceCluster2Consumer.config --producer.config=targetClusterProducer.config --whitelist=.*

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.MirrorMaker --consumer.config sourceCluster1Consumer.config --consumer.config sourceCluster2Consumer.config --num.streams 2 --producer.config targetClusterProducer.config --whitelist=".*"

日志重放工具

  这个工具主要作用是从一个Kafka集群里面读取指定Topic的消息,并将这些消息发送到其他集群的指定topic中:

[iteblog@www.iteblog.com /]$ bin/kafka-replay-log-producer.sh
Missing required argument "[broker-list]"
Option Description
------ -----------
--broker-list <hostname:port> REQUIRED: the broker list must be
specified.
--inputtopic <input-topic> REQUIRED: The topic to consume from.
--messages <Integer: count> The number of messages to send.
(default: -1)
--outputtopic <output-topic> REQUIRED: The topic to produce to
--property <producer properties> A mechanism to pass properties in the
form key=value to the producer. This
allows the user to override producer
properties that are not exposed by
the existing command line arguments
--reporting-interval <Integer: size> Interval at which to print progress
info. (default: 5000)
--sync If set message send requests to the
brokers are synchronously, one at a
time as they arrive.
--threads <Integer: threads> Number of sending threads. (default: 1)
--zookeeper <zookeeper url> REQUIRED: The connection string for
the zookeeper connection in the form
host:port. Multiple URLS can be
given to allow fail-over. (default:
127.0.0.1:2181)

Simple Consume脚本

  kafka-simple-consumer-shell.sh工具主要是使用Simple Consumer API从指定Topic的分区读取数据并打印在终端:

bin/kafka-simple-consumer-shell.sh --broker-list www.iteblog.com:9092 --topic test --partition 0

更新Zookeeper中的偏移量

  kafka.tools.UpdateOffsetsInZK工具可以更新Zookeeper中指定Topic所有分区的偏移量,可以指定成 earliest或者latest:

[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.UpdateOffsetsInZK
USAGE: kafka.tools.UpdateOffsetsInZK$ [earliest | latest] consumer.properties topic

需要指定是更新成earliest或者latest,consumer.properties文件的路径以及topic的名称