aaarticlea/png;base64,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" alt="" />

1.servlet是线程不安全的

局部变量不存在线程安全问题,比如:

    protected void doGet(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
int i = 0;
i++;
try {
java.lang.Thread.sleep(1000*10);
} catch (InterruptedException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
response.getWriter().write(i+"");
}

  结果:两次访问上面的servlet输出均为1

比如下面代码存在线程安全问题:(全局变量)

aaarticlea/png;base64,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" alt="" />

 结果:

   第一次访问本该输出1,第二次输出2,可是第一次执行完后没有输出i被第二次访问的修改。

2. 解决办法1:

synchronized同步代码块      (方法执行独占该锁,也就是这个线程执行完其他线程才能执行,一个线程访问其他线程不能访问)

public class Thread extends HttpServlet {

    int i = 0;

    protected void doGet(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
synchronized (this) {
i++;
try {
java.lang.Thread.sleep(1000 * 10);
} catch (InterruptedException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
response.getWriter().write(i + "");
}
}

结果:

  访问3次输出1,2,3

3.解决办法2

  实现SingleThreadModel接口(一个空接口,Serializable也是一个空接口(序列化接口),Cloneable接口也是一个空接口(克隆接口)),空接口也被称为标记接口

public class Thread extends HttpServlet implements SingleThreadModel,Serializable,Cloneable {

    int i = 0;

    protected void doGet(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
i++;
try {
java.lang.Thread.sleep(1000 * 10);
} catch (InterruptedException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
response.getWriter().write(i + "");
} protected void doPost(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
doGet(request, response);
} }

  这个访问两次输出1,1.上面的接口解决办法是一个线程创建一个servlet,因此是线程安全的,且每次都输出1.

  注意:子类在覆盖父类的方法时,不能抛出比父类更多的异常(儿子不能比父亲干更多的坏事),所以只能捕捉异常,通常在web层捕获异常,给用户一个友好提示。

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