1.概述
转载：https://cloud.tencent.com/developer/article/1554002
一、系统相关指标
1.系统信息收集
java.lang:type=OperatingSystem
{
"freePhysicalMemorySize":"806023168","maxFileDescriptorCount":"4096","openFileDescriptorCount":"283","processCpuLoad":"0.0017562901839817224","systemCpuLoad":"0.014336627412954635","systemLoadAverage":"0.37"}
2.Thread信息收集
java.lang:type=Threading
{
"peakThreadCount":"88","threadCount":"74"}
3.获取mmaped和direct空间
通过BufferPoolMXBean获取used、capacity、count
二、GC相关指标
1.Young GC
java.lang:type=GarbageCollector,name=G1 Young Generation
{
"collectionCount":"534","collectionTime":"8258"}
2.Old GC
java.lang:type=GarbageCollector,name=G1 Old Generation
{
"collectionCount":"0","collectionTime":"0"}
三、JVM相关指标
通过MemoryMXBean获取JVM相关信息HeapMemoryUsage和NonHeapMemoryUsage；通过MemoryPoolMXBean获取其他JVM内存空间指标，例如：Metaspace、Codespace等
四、Topic相关指标
1.Topic消息入站速率（Byte）
kafka.server:type=BrokerTopicMetrics,name=BytesInPerSec,topic=" + topic
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
2.Topic消息出站速率（Byte）
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kafka.server:type=BrokerTopicMetrics,name=BytesOutPerSec,topic=" + topic
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
3.Topic请求被拒速率
kafka.server:type=BrokerTopicMetrics,name=BytesRejectedPerSec,topic=" + topic
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
4.Topic失败拉去请求速率
kafka.server:type=BrokerTopicMetrics,name=FailedFetchRequestsPerSec,topic=" + topic;
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
5.Topic发送请求失败速率
kafka.server:type=BrokerTopicMetrics,name=FailedProduceRequestsPerSec,topic=" + topic
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
6.Topic消息入站速率（message）
kafka.server:type=BrokerTopicMetrics,name=MessagesInPerSec,topic=" + topic
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
五、Broker相关指标
1.Log flush rate and time
kafka.log:type=LogFlushStats,name=LogFlushRateAndTimeMs
{
"50thPercentile":"1.074103","75thPercentile":"1.669793","95thPercentile":"6.846556","98thPercentile":"6.846556","999thPercentile":"6.846556","99thPercentile":"6.846556","count":"19","max":"6.846556","mean":"1.628646052631579","min":"0.512879","stdDev":"1.6007003364105892"}
2.同步失效的副本数
kafka.server:type=ReplicaManager,name=UnderReplicatedPartitions
{
"value":"0"}
3.消息入站速率（消息数）
kafka.server:type=BrokerTopicMetrics,name=MessagesInPerSec
{
"count":"86845","fifteenMinuteRate":"0.6456600497006455","fiveMinuteRate":"0.6444164288097876","meanRate":"0.5314899330400695","oneMinuteRate":"0.6494649408329609"}
4.消息入站速率（Byte）
kafka.server:type=BrokerTopicMetrics,name=BytesInPerSec
{
"count":"57302357","fifteenMinuteRate":"379.11342092748146","fiveMinuteRate":"371.8482236385939","meanRate":"351.37122686037435","oneMinuteRate":"351.8348952308101"}
5.消息出站速率（Byte）
kafka.server:type=BrokerTopicMetrics,name=BytesOutPerSec
{
"count":"246","fifteenMinuteRate":"4.508738367219028E-34","fiveMinuteRate":"1.4721921790135324E-98","meanRate":"0.0015031168286836175","oneMinuteRate":"2.964393875E-314"}
6.请求被拒速率
kafka.server:type=BrokerTopicMetrics,name=BytesRejectedPerSec
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
7.失败拉去请求速率
kafka.server:type=BrokerTopicMetrics,name=FailedFetchRequestsPerSec
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
8.发送请求失败速率
kafka.server:type=BrokerTopicMetrics,name=FailedProduceRequestsPerSec
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
9.Leader副本数
kafka.server:type=ReplicaManager,name=LeaderCount
{
"value":"92"}
10.Partition数量
kafka.server:type=ReplicaManager,name=PartitionCount
{
"value":"135"}
11.下线Partition数量
kafka.controller:type=KafkaController,name=OfflinePartitionsCount
{
"value":"0"}
12.Broker网络处理线程空闲率
kafka.server:type=KafkaRequestHandlerPool,name=RequestHandlerAvgIdlePercent
{
"count":"164506926671008","fifteenMinuteRate":"0.9999327359820058","fiveMinuteRate":"1.0000290054537715","meanRate":"0.9998854371393514","oneMinuteRate":"1.0007836499581673"}
13.Leader选举比率
kafka.controller:type=ControllerStats,name=LeaderElectionRateAndTimeMs
{
"count":"7","fifteenMinuteRate":"5.134993718576819E-82","fiveMinuteRate":"6.882658450509451E-240","meanRate":"4.2525243043608314E-5","oneMinuteRate":"2.964393875E-314"}
14.Unclean Leader选举比率
kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
15.Controller存活数量
kafka.controller:type=KafkaController,name=ActiveControllerCount
{
"value":"1"}
16.请求速率
kafka.network:type=RequestMetrics,name=RequestsPerSec,request=Produce
{
"count":"83233","fifteenMinuteRate":"0.6303485369828705","fiveMinuteRate":"0.6357199085092445","meanRate":"0.5046486472186744","oneMinuteRate":"0.6563203475530601"}
17.Consumer拉取速率
kafka.network:type=RequestMetrics,name=RequestsPerSec,request=FetchConsumer
{
"count":"125796","fifteenMinuteRate":"1.14193044007404E-33","fiveMinuteRate":"7.699516480260211E-100","meanRate":"0.7623419964866819","oneMinuteRate":"2.964393875E-314"}
18.Follower拉去速率
kafka.network:type=RequestMetrics,name=RequestsPerSec,request=FetchFollower
{
"count":"375108","fifteenMinuteRate":"2.302746562040189","fiveMinuteRate":"2.292459728166488","meanRate":"2.2721808581484693","oneMinuteRate":"2.2814260196672973"}
19.Request total time
kafka.network:type=RequestMetrics,name=TotalTimeMs,request=Produce
{
"50thPercentile":"1.0","75thPercentile":"1.0","95thPercentile":"2.0","98thPercentile":"2.0","999thPercentile":"28.0","99thPercentile":"4.0","count":"83384","max":"48.0","mean":"1.2344934279957787","min":"0.0","stdDev":"1.1783192073287214"}
20.Consumer fetch total time
kafka.network:type=RequestMetrics,name=TotalTimeMs,request=FetchConsumer
{
"50thPercentile":"500.0","75thPercentile":"501.0","95thPercentile":"501.0","98thPercentile":"501.0","999thPercentile":"501.971","99thPercentile":"501.0","count":"125796","max":"535.0","mean":"499.83123469744663","min":"0.0","stdDev":"17.138716708632025"}
21.Follower fetch total time
kafka.network:type=RequestMetrics,name=TotalTimeMs,request=FetchFollower
{
"50thPercentile":"500.0","75thPercentile":"500.0","95thPercentile":"501.0","98thPercentile":"501.0","999thPercentile":"507.826","99thPercentile":"501.0","count":"375564","max":"532.0","mean":"437.79763502359117","min":"0.0","stdDev":"148.25999023472986"}
22.Time the follower fetch request waits in the request queue
kafka.network:type=RequestMetrics,name=RequestQueueTimeMs,request=FetchFollower
{
"50thPercentile":"0.0","75thPercentile":"0.0","95thPercentile":"0.0","98thPercentile":"0.0","999thPercentile":"0.0","99thPercentile":"0.0","count":"376206","max":"28.0","mean":"0.0010260336092459982","min":"0.0","stdDev":"0.1282889653905258"}
23.Time the Consumer fetch request waits in the request queue
kafka.network:type=RequestMetrics,name=RequestQueueTimeMs,request=FetchConsumer
{
"50thPercentile":"0.0","75thPercentile":"0.0","95thPercentile":"0.0","98thPercentile":"0.0","999thPercentile":"0.0","99thPercentile":"0.0","count":"125796","max":"24.0","mean":"0.0018124582657636174","min":"0.0","stdDev":"0.18122860552537737"}
24.Time the Produce fetch request waits in the request queue
kafka.network:type=RequestMetrics,name=RequestQueueTimeMs,request=Produce
{
"50thPercentile":"0.0","75thPercentile":"0.0","95thPercentile":"0.0","98thPercentile":"0.0","999thPercentile":"0.0","99thPercentile":"0.0","count":"83704","max":"12.0","mean":"2.6283092803211315E-4","min":"0.0","stdDev":"0.042892540270754634"}
25.Broker I/O工作处理线程空闲率
kafka.network:type=SocketServer,name=NetworkProcessorAvgIdlePercent
{
"value":"1.0015540075894207"}
26.ISR变化速率
kafka.server:type=ReplicaManager,name=IsrShrinksPerSec
{
"count":"0","fifteenMinuteRate":"0.0","fiveMinuteRate":"0.0","meanRate":"0.0","oneMinuteRate":"0.0"}
本文分享自微信公众号 - 瓜农老梁（gh_01130ae30a83），作者：梁勇
原文出处及转载信息见文内详细说明，如有侵权，请联系 [email protected] 删除。
原始发表时间：2019-12-08
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