[06][02][02] Tomcat性能优化篇

ContainerBase 的类关系图

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ContainerBase的类关系图


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关注到上述图解中的 ContainerBase.startInternal()方法

// Start our child containers, if any
Container children[] = findChildren();
List> results = new ArrayList<>();
for (int i = 0; i < children.length; i++){
    // 这句代码就是会调用 ContainerBase 下的一个个子容器的 call 方法
    results.add(startStopExecutor.submit(new StartChild(children[i])));
}

查看 newStartChild 要执行的 call 方法

private static class StartChild implements Callable {
    private Container child;

    public StartChild(Container child){
        this.child = child;
    }

    @Override
    public Void call()throws LifecycleException {
        child.start();
        return null;
    }
}
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StandardHost 将一个个 web 项目部署起来


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// Deploy XML descriptors from configBase
deployDescriptors(configBase, configBase.list());
// Deploy WARs
deployWARs(appBase, filteredAppPaths);
// Deploy expanded folders
deployDirectories(appBase, filteredAppPaths);

StandardContext.startInternal()解析web.xml和添加wrapper


image

ContextConfig.webConfig()的step9解析到servlets包装成wrapper对象
StandardContext.startInternal()->最终会调用 if (!loadOnStartup(findChildren())) 官网 :https://tomcat.apache.org/tomcat-8.0-doc/architecture/startup/serverStartup.pdf

性能优化

Tomcat性能指标:吞吐量、响应时间、错误数、线程池、CPU 、内存等
使用jmeter进行压测,然后观察相关指标 咕泡学院 只为更好的你

使用命令查看相关指标

01 查看tomcat进程pid
   ps -ef | grep tomcat
02 查看进程的信息
   cat /pro/pid/status
03 查看进程的cpu和内存
   top -p pid

使用工具查看相关指标
jconsole、jvisualvm、arthas、psi-probe等

优化思路

conf/server.xml核心组件

  • Server
    官网描述 :Server interface which is rarely customized by users. 【pass】
  • Service
    官网描述 :The Service element is rarely customized by users. 【pass】
  • Connector
    官网描述 :Creating a customized connector is a significant effort. 【 need 】
  • Engine
    官网描述 :The Engine interface may be implemented to supply custom Engines, though this is uncommon.
    【pass】
  • Host
    官网描述 :Users rarely create custom Hosts because the StandardHost implementation provides significant
    additional functionality. 【pass】
  • Context
    官网描述 :The Context interface may be implemented to create custom Contexts, but this is rarely the case
    because the StandardContext provides significant additional functionality. 【 maybe 】

Context既然代表的是web应用,是和我们比较接近的,这块我们考虑对其适当的优化
conclusion:Connector and Context

conf/server.xml非核心组件

官网 :https://tomcat.apache.org/tomcat-8.0-doc/config/index.html

  • Listener





  • Global Resources
    GlobalNamingResources元素定义了全局资源,通过配置可以看出,该配置是通过读取$TOMCAT_HOME/ conf/tomcat-users.xml实现的
    The GlobalNamingResources element defines the global JNDI resources for the [Server] (https://tomcat.apache.org/tomcat-8.0-doc/config/server.html)

    

  • Valve

  • Realm
    Realm,可以把它理解成“域”;Realm提供了一种用户密码与web应用的映射关系,从而达到角色安全管理的作用。在本例 中,Realm的配置使用name为UserDatabase的资源实现。而该资源在Server元素中使用GlobalNamingResources配置
    A Realm element represents a "database" of usernames, passwords, and roles (similar to Unix groups) assigned to those users

    
    

conf/web.xml

全局的web.xml文件有些标签用不到的,可以删除掉

JVM层面

因为Tomcat运行起来本身就是一个Java进程,所以这块可以参照JVM部分的优化思路

配置优化

减少web.xml/server.xml中标签

最终观察tomcat启动日志[时间/内容],线程开销,内存大小,GC等

  • DefaultServlet
    官网 :User Guide->Default Servlet
    The default servlet is the servlet which serves static resources as well as serves the directory listings (ifdirectory listings are enabled)

    default
    org.apache.catalina.servlets.DefaultServlet
    
        debug
        0
    
    
        listings
        false
    
    1


    default
    /

  • JspServlet

    jsp
    org.apache.jasper.servlet.JspServlet
    
        fork
        false
    
    
        xpoweredBy
        false
    
    3


    jsp
    *.jsp
    *.jspx

welcome-list-file


    index.html
    index.htm
    index.jsp

  • mime-mapping移除响应的内容
    支持的下载打开类型

    123
    application/vnd.lotus-1-2-3


    3dml
    text/vnd.in3d.3dml

session-config
默认jsp页面有session,就是在于这个配置


    30

调整优化server.xml中标签

Connector标签

protocol属性


对于protocol="HTTP/1.1",查看源码
构造函数

public Connector(String protocol) {
    setProtocol(protocol);
}

setProtocol(protocol)因为配置文件中传入的是HTTP/1.1,并且这里没有使用APR,一会我们会演示APR

else {
    if ("HTTP/1.1".equals(protocol)) {
        setProtocolHandlerClassName("org.apache.coyote.http11.Http11NioProtocol");
    } else if ("AJP/1.3".equals(protocol)) {
        setProtocolHandlerClassName("org.apache.coyote.ajp.AjpNioProtocol");
    } else if (protocol != null) {
        setProtocolHandlerClassName(protocol);
    }
}

发现这里调用的是Http11NioProtocol,也就是说明tomcat8.0.x中默认使用的是NIO
使用同样的方式看tomcat7和tomcat8.5,你会发现tomcat7默认使用的是BIO,tomcat8.5默认使用的是NIO
针对BIO和NIO的方式进行压测

  • BIO
    来到tomcat官网Configuration/HTTP/protocol

org.apache.coyote.http11.Http11Protocol - blocking Java connector
org.apache.coyote.http11.Http11NioProtocol - non blocking Java NIO connector
org.apache.coyote.http11.Http11Nio2Protocol - non blocking Java NIO2 connector
org.apache.coyote.http11.Http11AprProtocol - the APR/native connector

  • NIO
    tomcat8.0中默认使用的是NIO
  • APR
    调用本地方法库进行IO操作

executor属性

最佳线程数公式:((线程等待时间+线程cpu时间)/线程cpu时间) * cpu数量

The Executor represents a thread pool that can be shared between components in Tomcat. Historically there has been a thread pool per connector created but this allows you to share a thread pool, between (primarily) connector but also other components when those get configured to support executors

默认的可以查看StandardExecutor类
设置一些属性
官网:https://tomcat.apache.org/tomcat-8.0-doc/config/http.html

  • acceptCount:达到最大连接数之后,等待队列中还能放多少连接,超过即拒绝,配置太大也没有意义

The maximum queue length for incoming connection requests when all possible request processing threads are in use. Any requests received when the queue is full will be refused. The default value is 100

  • maxConnections:达到这个值之后,将继续接受连接,但是不处理,能继续接受多少根据acceptCount的值
    BIO:maxThreads
    NIO/NIO2:10000 ——— AbstractEndpoint.maxConnections
    APR:8192

The maximum number of connections that the server will accept and process at any given time. When this number has been reached, the server will accept, but not process, one further connection. This additional connection be blocked until the number of connections being processed falls below maxConnections at which point the server will start accepting and processing new connections again. Note that once the limit has been reached, the operating system may still accept connections based on the acceptCount setting. The default value varies by connector type. For BIO the default is the value of maxThreads unless an Executor is used in which case the default will be the value of maxThreads from the executor. For NIO and NIO2 the default is 10000. For APR/native, the default is 8192
Note that for APR/native on Windows, the configured value will be reduced to the highest multiple of 1024 that is less than or equal to maxConnections. This is done for performance reasons
If set to a value of -1, the maxConnections feature is disabled and connections are not counted

  • maxThreads:最大工作线程数,也就是用来处理request请求的,默认是200,如果自己配了executor,并且和
    Connector有关联了,则之前默认的200就会被忽略,取决于CPU的配置。监控中就可以看到所有的工作线程是什么
    状态,通过监控就能知道开启多少个线程合适

The maximum number of request processing threads to be created by this Connector, which therefore determines the maximum number of simultaneous requests that can be handled. If not specified, this attribute is set to 200. If an executor is associated with this connector, this attribute is ignored as the connector will execute tasks using the executor rather than an internal thread pool. Note that if an executor is configured any value set for this attribute will be recorded correctly but it will be reported (e.g. via JMX) as -1 to make clear that it is not used

  • minSpareThreads
    最小空闲线程数

The minimum number of threads always kept running. This includes both active and idle threads. If not specified, the default of 10 is used. If an executor is associated with this connector, this attribute is ignored as the connector will execute tasks using the executor rather than an internal thread pool. Note that if an executor is configured any value set for this attribute will be recorded correctly but it will be reported (e.g. via JMX) as -1 to make clear that it is not used

可以实践一下,Connector配合自定义的线程池




其实这块最好的方式是结合BIO来看,因为BIO是一个request对应一个线程

值太低,并发请求多了之后,多余的则进入等待状态
值太高,启动Tomcat将花费更多的时间
比如可以改成250

enableLookups

设置为false

删掉AJP的Connector

Host标签

autoDeploy :Tomcat运行时,要用一个线程拿出来进行检查,生产环境之下一定要改成false

This flag value indicates if Tomcat should check periodically for new or updated web applications while Tomcat is running. If true, Tomcat periodically checks the appBase and xmlBase directories and deploys any new web applications or context XML descriptors found. Updated web applications or context XML descriptors will trigger a reload of the web application. The flag's value defaults to true. See Automatic Application Deployment for more information

Context标签

reloadable:false
reloadable:如果这个属性设为true,tomcat服务器在运行状态下会监视在WEB-INF/classes和WEB-INF/lib目录下 class文件的改动,如果监测到有class文件被更新的,服务器会自动重新加载Web应用
在开发阶段将reloadable属性设为true,有助于调试servlet和其它的class文件,但这样用加重服务器运行负荷,建议 在Web应用的发存阶段将reloadable设为false

Set to true if you want Catalina to monitor classes in /WEB-INF/classes/ and /WEB-INF/lib for changes, and automatically reload the web application if a change is detected. This feature is very useful during application development, but it requires significant runtime overhead and is not recommended for use on deployed production applications. That's why the default setting for this attribute is false. You can use the Manager web application, however, to trigger reloads of deployed applications on demand

启动速度优化

删除没用的web应用

因为tomcat启动每次都会部署这些应用

关闭WebSocket

websocket-api.jar和tomcat-websocket.jar

随机数优化

设置JVM参数:-Djava.security.egd=file:/dev/./urandom

多个线程启动Web应用



其他方面的优化

Connector

配置压缩属性compression="500",文件大于500bytes才会压缩

数据库优化

减少对数据库访问等待的时间,可以从数据库的层面进行优化,或者加缓存等等各种方案

开启浏览器缓存,nginx静态资源部署

常见问题排查

CPU使用率过高

  • 可能原因
    GC频繁或者创建了很多业务线程

  • 排查
    哪些线程比较消耗CPU,或者多线程上下文频繁切换

  • 解决思路
    top -H -p pid 查看某个Java进程各个线程使用CPU的情况,找到哪个线程占用CPU比较高
    jstack pid 打印出线程信息,定位到上述的线程名称

拒绝连接

  • java.net.BindException: Address already in use: JVM_Bind
    端口被占用,可以使用netstat -an 查看端口占用情况,关闭对应的进程或者tomcat换端口

  • java.net.ConnectException: Connection refused: connect
    ping一下服务端的IP,可能服务端机器有问题

  • java.net.SocketException: Too many open files
    可能在高并发的情况下,创建的Socket过多,文件句柄不够用了,可以关闭无用的句柄,如果都有用,可以增加文件
    句柄数:ulimit -n 10000

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