kafka监控指标项

监控配置

​ kafka基本分为broker、producer、consumer三个子项，每一项的启动都需要用到 $KAFKA_HOME/bin/kafka-run-class.sh 脚本，在该脚本中，存在以下语句：

if ...
  KAFKA_JMX_OPTS="-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.authenticate=false  -Dcom.sun.management.jmxremote.ssl=false"
fi
if ...
  KAFKA_JMX_OPTS="$KAFKA_JMX_OPTS -Dcom.sun.management.jmxremote.port=$JMX_PORT "
fi

​ 在启动kafka的过程中，只要指定 JMX_PORT 的值，即可对broker、producer、consumer进行监控。目前有两种方法，

• 在 $KAFKA_HOME/bin/kafka-server-start.sh、 $KAFKA_HOME/bin/kafka-console-consumer.sh、 $KAFKA_HOME/bin/kafka-console-producer.sh 三个脚本中分别添加 $JMX_PORT=XXXX 语句，但是只适用于使用console方式对topic进行使用的情况。
• 修改$KAFKA_HOME/bin/kafka-run-class.sh 脚本中的上述语句，使其端口随机变化，可以通过 ps -ef |grep kafka 命令来获取随机的端口号，来进行监控

指标项来源

以下端口均随机获得。

主机名	类别	端口号
192.168.20.10	broker	9183
192.168.20.10	producer	9108
192.168.20.10	consumer	9173

kafka监控项

OS监控项

objectName	指标项	说明
java.lang:type=OperatingSystem	FreePhysicalMemorySize	空闲物理内存
java.lang:type=OperatingSystem	SystemCpuLoad	系统CPU利用率
java.lang:type=OperatingSystem	ProcessCpuLoad	进程CPU利用率
java.lang:type=GarbageCollector, name=G1 Young Generation	CollectionCount	GC次数

broker指标

objectName	指标项	说明
kafka.server:type=BrokerTopicMetrics, name=BytesInPerSec	Count	每秒输入的流量
kafka.server:type=BrokerTopicMetrics, name=BytesOutPerSec	Count	每秒输出的流量
kafka.server:type=BrokerTopicMetrics, name=BytesRejectedPerSec	Count	每秒扔掉的流量
kafka.server:type=BrokerTopicMetrics, name=MessagesInPerSec	Count	每秒的消息写入总量
kafka.server:type=BrokerTopicMetrics, name=FailedFetchRequestsPerSec	Count	当前机器每秒fetch请求失败的数量
kafka.server:type=BrokerTopicMetrics, name=FailedProduceRequestsPerSec	Count	当前机器每秒produce请求失败的数量
kafka.server:type=ReplicaManager, name=PartitionCount	Value	该broker上的partition的数量
kafka.server:type=ReplicaManager, name=LeaderCount	Value	Leader的replica的数量
kafka.network:type=RequestMetrics, name=TotalTimeMs,request=FetchConsumer	Count	一个请求FetchConsumer耗费的所有时间
kafka.network:type=RequestMetrics, name=TotalTimeMs,request=FetchFollower	Count	一个请求FetchFollower耗费的所有时间
kafka.network:type=RequestMetrics, name=TotalTimeMs,request=Produce	Count	一个请求Produce耗费的所有时间

producer以及topic指标

objectName	指标项	官网说明	译文说明
kafka.producer:type=producer-metrics,client-id=console-producer(client-id会变化)	incoming-byte-rate	The average number of incoming bytes received per second from all servers.	producer每秒的平均写入流量
kafka.producer:type=producer-metrics,client-id=console-producer(client-id会变化)	outgoing-byte-rate	The average number of outgoing bytes sent per second to all servers.	producer每秒的输出流量
kafka.producer:type=producer-metrics,client-id=console-producer(client-id会变化)	request-rate	The average number of requests sent per second to the broker.	producer每秒发给broker的平均request次数
kafka.producer:type=producer-metrics,client-id=console-producer(client-id会变化)	response-rate	The average number of responses received per second from the broker.	producer每秒发给broker的平均response次数
kafka.producer:type=producer-metrics,client-id=console-producer(client-id会变化)	request-latency-avg	The average time taken for a fetch request.	一个fetch请求的平均时间
kafka.producer:type=producer-topic-metrics,client-id=console-producer,topic=testjmx(client-id和topic名称会变化)	record-send-rate	The average number of records sent per second for a topic.	每秒从topic发送的平均记录数
kafka.producer:type=producer-topic-metrics,client-id=console-producer,topic=testjmx(client-id和topic名称会变化)	record-retry-total	The total number of retried record sends	重试发送的消息总数量
kafka.producer:type=producer-topic-metrics,client-id=console-producer,topic=testjmx(client-id和topic名称会变化)	record-error-total	The total number of record sends that resulted in errors	发送错误的消息总数量

consumer指标

objectName	指标项	官网说明	说明
kafka.consumer:type=consumer-fetch-manager-metrics,client-id=consumer-1(client-id会变化)	records-lag-max	Number of messages the consumer lags behind the producer by. Published by the consumer, not broker.	由consumer提交的消息消费lag
kafka.consumer:type=consumer-fetch-manager-metrics,client-id=consumer-1(client-id会变化)	records-consumed-rate	The average number of records consumed per second	每秒平均消费的消息数量