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id, title, sidebar_label, keywords
id title sidebar_label keywords
hadoop Monitoring Hadoop Apache Hadoop
Open Source Monitoring System
Open Source Java Monitoring
Hadoop JVM Monitoring

Collect and monitor general performance metrics for the JVM virtual machine in Hadoop.

Protocol used: JMX

Pre-monitoring steps

You need to enable JMX service in the Hadoop application before monitoring. HertzBeat uses the JMX protocol to collect performance metrics from Hadoop's JVM.

Steps to enable JMX protocol in the Hadoop application

Add JVM parameters when the application starts. ⚠️Note that you can customize the exposed port and external IP.

  • 1.Enter the hadoop-env.sh configuration file and enter the following command in the terminal:
vi $HADOOP_HOME/etc/hadoop/hadoop-env.sh
  • 2.Add the following parameters, where port is the number of the custom-exposed port
export HADOOP_OPTS= "$HADOOP_OPTS
-Djava.rmi.server.hostname=external-ip-address 
-Dcom.sun.management.jmxremote.port=9999
-Dcom.sun.management.jmxremote.ssl=false
-Dcom.sun.management.jmxremote.authenticate=false "
  • 3.Save and exit, and then execute "start-all.sh" in the "$HADOOP_HOME/sbin" directory to restart the service.

Configuration parameter

Parameter name Parameter help description
Monitoring Host Monitored IPV4, IPV6 or domain name. Note⚠️Without protocol header (eg: https://, http://)
Monitoring name Identify the name of this monitoring. The name needs to be unique
Port Port provided by JMX
Username JMX connection user name, optional
Password JMX connection password, optional
Collection interval Interval time of monitor periodic data collection, unit: second, and the minimum interval that can be set is 30 seconds
Whether to detect Whether to detect and check the availability of monitoring before adding monitoring. Adding and modifying operations will continue only after the detection is successful
Description remarks For more information about identifying and describing this monitoring, users can note information here

Collection Metrics

Metrics Setmemory_pool

Metric name Metric unit Metric help description
name metrics name
committed kb total size
init kb init size
max kb max size
used kb used size

Metrics Setcode_cache (Only Support JDK8)

Metric name Metric unit Metric help description
committed kb total size
init kb init size
max kb max size
used kb used size

Metrics Setclass_loading

Metric name Metric unit Metric help description
LoadedClassCount Loaded Class Count
TotalLoadedClassCount Total Loaded Class Count
UnloadedClassCount Unloaded Class Count

Metrics Setthread

Metric name Metric unit Metric help description
TotalStartedThreadCount Total Started Thread Count
ThreadCount Thread Count
PeakThreadCount Peak Thread Count
DaemonThreadCount Daemon Thread Count
CurrentThreadUserTime ms Current Thread User Time
CurrentThreadCpuTime ms Current Thread Cpu Time