作者个人研发的在高并发场景下,提供的简单、稳定、可扩展的延迟消息队列框架,具有精准的定时任务和延迟队列处理功能。自开源半年多以来,已成功为十几家中小型企业提供了精准定时调度方案,经受住了生产环境的考验。为使更多童鞋受益,现给出开源框架地址:
https://github.com/sunshinelyz/mykit-delay
PS: 欢迎各位Star源码,也可以pr你牛逼哄哄的代码。
在【冰河技术】微信公众号的《【高并发】面试官:性能优化有哪些衡量指标?需要注意什么?》一文中,介绍了性能优化的衡量指标和期间需要注意的事项,属于理论篇的内容。这不,在文章下方就有小伙伴问我:监控怎么做?我理解了他的意思后,今天就安排上了。
小伙伴:监控怎么做?
我:你指的是?
小伙伴:性能指标。
我:后面会专门写这些文章。
关于监控的文章,先写些什么呢?想来想去,我们先来写一篇使用JMX监控Tomcat的实战文章吧。好了,我们直接进入主题。
要通过JMX远程监控Tomcat,首先需要激活Tomcat的JMX远程配置。
先修改Tomcat的启动脚本,windows下为bin/catalina.bat(linux下为catalina.sh),添加以下内容,8999是jmxremote使用的端口号,第二个false表示不需要鉴权:
set JMX_REMOTE_CONFIG=-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.port=8999 -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.authenticate=false
set CATALINA_OPTS=%CATALINA_OPTS% %JMX_REMOTE_CONFIG%
要注意以上语句的位置不能太后面,可以加在【if "%OS%" == "Windows_NT" setlocal】一句后的大段的注释后面。
参考官方说明:
上面的配置是不需要鉴权的,如果需要鉴权则添加的内容为:
set JMX_REMOTE_CONFIG=-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.port=8999 -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.authenticate=true -Dcom.sun.management.jmxremote.password.file=../conf/jmxremote.password -Dcom.sun.management.jmxremote.access.file=../conf/jmxremote.access
set CATALINA_OPTS=%CATALINA_OPTS% %JMX_REMOTE_CONFIG%
JAVA_HOME/jre/lib/management下有jmxremote.access和jmxremote.password的模板文件,将两个文件复制到CATALINA_BASE/conf目录下
◆ 修改$CATALINA_BASE/conf/jmxremote.access 添加内容
monitorRole readonly
controlRole readwrite
◆ 修改$CATALINA_BASE/conf/jmxremote.password 添加内容:
monitorRole binghe
controlRole binghe
注意:如果进行了以上步骤导致Tomcat启动不了,那么很可能是密码文件的权限问题
需要修改jmxremote.password文件的访问权限,只有运行Tomcat的用户才能拥有访问权限 :
Windows的NTFS文件系统下,选中文件,点右键 -->“属性”-->“安全”--> 点“高级”--> 点“更改权限”--> 去掉“从父项继承....”--> 弹出窗口中选“删除”,这样就删除了所有访问权限。再选“添加”--> “高级”--> “立即查找”,选中你的用户(或用户组,如果选用户不行那就选用户组),例administrator,点“确定",“确定"。来到权限项目窗口,勾选“完全控制”,点“确定”,OK了。
官方的提示
The password file should be read-only and only accessible by the operating system user Tomcat is running as.
重新启动Tomcat,在Windows命令行输入“netstat -a”查看配置的端口号是否已打开,如果打开,说明上面的配置成功了。
运行$JAVA_HOME/bin目录下的jconsole.exe,打开J2SE监视和管理控制台,然后建立连接,如果是本地的Tomcat则直接选择然后点击连接,如果是远程的,则进入远程选项卡,填写地址、端口号、用户名、口令即可连接。。Mbean属性页中给出了相应的数据,Catalina中是tomcat的,java.lang是jvm的。对于加粗的黑体属性值,需双击一下才可看内容。
String jmxURL = "service:jmx:rmi:///jndi/rmi://192.168.10.93:8999/jmxrmi";
JMXServiceURL serviceURL = new JMXServiceURL(jmxURL);
Map map = new HashMap();
// 用户名密码,在jmxremote.password文件中查看
String[] credentials = new String[] { "monitorRole", "tomcat" };
map.put("jmx.remote.credentials", credentials);
JMXConnector connector = JMXConnectorFactory.connect(serviceURL, map);
MBeanServerConnection mbsc = connector.getMBeanServerConnection();
// 端口最好是动态取得
ObjectName threadObjName = new ObjectName("Catalina:type=ThreadPool,name=http-8080");
MBeanInfo mbInfo = mbsc.getMBeanInfo(threadObjName);
// tomcat的线程数对应的属性值
String attrName = "currentThreadCount";
MBeanAttributeInfo[] mbAttributes = mbInfo.getAttributes();
System.out.println("currentThreadCount:" + mbsc.getAttribute(threadObjName, attrName));
import java.lang.management.MemoryUsage;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.Formatter;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Map;
import java.util.Set;
import javax.management.MBeanAttributeInfo;
import javax.management.MBeanInfo;
import javax.management.MBeanServerConnection;
import javax.management.ObjectInstance;
import javax.management.ObjectName;
import javax.management.openmbean.CompositeDataSupport;
import javax.management.remote.JMXConnector;
import javax.management.remote.JMXConnectorFactory;
import javax.management.remote.JMXServiceURL;
/**
* @author binghe
* @description JMX监控Tomcat代码实战
*/
public class JMXTest {
public static void main(String[] args) {
try {
String jmxURL = "service:jmx:rmi:///jndi/rmi://127.0.0.1:8999/jmxrmi";
JMXServiceURL serviceURL = new JMXServiceURL(jmxURL);
Map map = new HashMap();
String[] credentials = new String[] { "monitorRole", "tomcat" };
map.put("jmx.remote.credentials", credentials);
JMXConnector connector = JMXConnectorFactory.connect(serviceURL,map);
MBeanServerConnection mbsc = connector.getMBeanServerConnection();
// 端口最好是动态取得
ObjectName threadObjName = new ObjectName("Catalina:type=ThreadPool,name=http-8080");
MBeanInfo mbInfo = mbsc.getMBeanInfo(threadObjName);
String attrName = "currentThreadCount";// tomcat的线程数对应的属性值
MBeanAttributeInfo[] mbAttributes = mbInfo.getAttributes();
System.out.println("currentThreadCount:" + mbsc.getAttribute(threadObjName, attrName));
// heap
for (int j = 0; j < mbsc.getDomains().length; j++) {
System.out.println("###########" + mbsc.getDomains()[j]);
}
Set MBeanset = mbsc.queryMBeans(null, null);
System.out.println("MBeanset.size() : " + MBeanset.size());
Iterator MBeansetIterator = MBeanset.iterator();
while (MBeansetIterator.hasNext()) {
ObjectInstance objectInstance = (ObjectInstance) MBeansetIterator.next();
ObjectName objectName = objectInstance.getObjectName();
String canonicalName = objectName.getCanonicalName();
System.out.println("canonicalName : " + canonicalName);
if (canonicalName.equals("Catalina:host=localhost,type=Cluster")) {
// Get details of cluster MBeans
System.out.println("Cluster MBeans Details:");
System.out.println("=========================================");
// getMBeansDetails(canonicalName);
String canonicalKeyPropList = objectName.getCanonicalKeyPropertyListString();
}
}
// ------------------------- system ----------------------
ObjectName runtimeObjName = new ObjectName("java.lang:type=Runtime");
System.out.println("厂商:"+ (String) mbsc.getAttribute(runtimeObjName, "VmVendor"));
System.out.println("程序:"+ (String) mbsc.getAttribute(runtimeObjName, "VmName"));
System.out.println("版本:"+ (String) mbsc.getAttribute(runtimeObjName, "VmVersion"));
Date starttime = new Date((Long) mbsc.getAttribute(runtimeObjName,"StartTime"));
SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
System.out.println("启动时间:" + df.format(starttime));
Long timespan = (Long) mbsc.getAttribute(runtimeObjName, "Uptime");
System.out.println("连续工作时间:" + JMXTest.formatTimeSpan(timespan));
// ------------------------ JVM -------------------------
// 堆使用率
ObjectName heapObjName = new ObjectName("java.lang:type=Memory");
MemoryUsage heapMemoryUsage = MemoryUsage.from((CompositeDataSupport) mbsc.getAttribute(heapObjName,"HeapMemoryUsage"));
long maxMemory = heapMemoryUsage.getMax();// 堆最大
long commitMemory = heapMemoryUsage.getCommitted();// 堆当前分配
long usedMemory = heapMemoryUsage.getUsed();
System.out.println("heap:" + (double) usedMemory * 100 / commitMemory + "%");// 堆使用率
MemoryUsage nonheapMemoryUsage = MemoryUsage.from((CompositeDataSupport) mbsc.getAttribute(heapObjName,"NonHeapMemoryUsage"));
long noncommitMemory = nonheapMemoryUsage.getCommitted();
long nonusedMemory = heapMemoryUsage.getUsed();
System.out.println("nonheap:" + (double) nonusedMemory * 100 / noncommitMemory + "%");
ObjectName permObjName = new ObjectName("java.lang:type=MemoryPool,name=Perm Gen");
MemoryUsage permGenUsage = MemoryUsage.from((CompositeDataSupport) mbsc.getAttribute(permObjName, "Usage"));
long committed = permGenUsage.getCommitted();// 持久堆大小
long used = heapMemoryUsage.getUsed();//
System.out.println("perm gen:" + (double) used * 100 / committed + "%");// 持久堆使用率
// -------------------- Session ---------------
ObjectName managerObjName = new ObjectName("Catalina:type=Manager,*");
Set<ObjectName> s = mbsc.queryNames(managerObjName, null);
for (ObjectName obj : s) {
System.out.println("应用名:" + obj.getKeyProperty("path"));
ObjectName objname = new ObjectName(obj.getCanonicalName());
System.out.println("最大会话数:" + mbsc.getAttribute(objname, "maxActiveSessions"));
System.out.println("会话数:" + mbsc.getAttribute(objname, "activeSessions"));
System.out.println("活动会话数:" + mbsc.getAttribute(objname, "sessionCounter"));
}
// ----------------- Thread Pool ----------------
ObjectName threadpoolObjName = new ObjectName("Catalina:type=ThreadPool,*");
Set<ObjectName> s2 = mbsc.queryNames(threadpoolObjName, null);
for (ObjectName obj : s2) {
System.out.println("端口名:" + obj.getKeyProperty("name"));
ObjectName objname = new ObjectName(obj.getCanonicalName());
System.out.println("最大线程数:" + mbsc.getAttribute(objname, "maxThreads"));
System.out.println("当前线程数:" + mbsc.getAttribute(objname, "currentThreadCount"));
System.out.println("繁忙线程数:" + mbsc.getAttribute(objname, "currentThreadsBusy"));
}
} catch (Exception e) {
e.printStackTrace();
}
}
public static String formatTimeSpan(long span) {
long minseconds = span % 1000;
span = span / 1000;
long seconds = span % 60;
span = span / 60;
long mins = span % 60;
span = span / 60;
long hours = span % 24;
span = span / 24;
long days = span;
return (new Formatter()).format("%1$d天 %2$02d:%3$02d:%4$02d.%5$03d", days, hours, mins, seconds, minseconds).toString();
}
}
#要添加在tomcat 的bin 下catalina.sh 里添加
JAVA_OPTS="-Xms1024m -Xmx2048m -Xss2048K -XX:PermSize=128m -XX:MaxPermSize=256m"
{目录}/java_heapdump.hprof。如果不指定文件名,默认为:java__heapDump.hprof。
打开被注释的默认连接池配置。
默认配置如下所示:
<!--
<Executor name="tomcatThreadPool" namePrefix="catalina-exec-"
maxThreads="150" minSpareThreads="4"/>
-->
修改实例:
<Executor name="tomcatThreadPool" namePrefix="catalina-exec-"
maxThreads="150"
minSpareThreads="100"
prestartminSpareThreads="true"
maxQueueSize="100"/>
参数说明:
修改后的配置如下所示:
<Connector port="8080" protocol="HTTP/1.1"
connectionTimeout="20000"
redirectPort="8443"
executor="tomcatThreadPool"
enableLookups="false"
maxIdleTime="60000"
acceptCount="100"
maxPostSize="10485760"
acceptorThreadCount="2"
disableUploadTimeout="true"
URIEncoding="utf-8"
keepAliveTimeout ="6000"
maxKeppAliveRequests="500"
/>
参数说明: