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  • Cglib 与 JDK动态代理的运行性能比较

    都说 Cglib 创建的动态代理的运行性能比 JDK 动态代理能高出大概 10 倍,今日抱着怀疑精神验证了一下,发现情况有所不同,遂贴出实验结果,以供参考和讨论。

    代码很简单,首先,定义一个 Test 接口,和一个实现 TestImpl 。Test 接口仅定义一个方法 test,对传入的 int 参数加 1 后返回。代码如下:

    package my.test;
    
    public interface Test {
        
        public int test(int i);
        
    }
    package my.test;
    
    public class TestImpl implements Test{
        public int test(int i) {
            return i+1;
        }
    }

    然后,定义了三种代理的实现:装饰者模式实现的代理(decorator),JDK 动态代理(dynamic proxy) 和 Cglib 动态代理 (cglib proxy)。代码如下:

    package my.test;
    
    public class DecoratorTest implements Test{
        private Test target;
        
        public DecoratorTest(Test target) {
            this.target = target;
        }
    
        public int test(int i) {
            return target.test(i);
        }
    }
    package my.test;
    
    import java.lang.reflect.InvocationHandler;
    import java.lang.reflect.Method;
    import java.lang.reflect.Proxy;
    
    public class DynamicProxyTest implements InvocationHandler {
        private Test target;
    
        private DynamicProxyTest(Test target) {
            this.target = target;
        }
    
        public static Test newProxyInstance(Test target) {
            return (Test) Proxy
                    .newProxyInstance(DynamicProxyTest.class.getClassLoader(),
                            new Class<?>[] { Test.class },
                            new DynamicProxyTest(target));
    
        }
    
        public Object invoke(Object proxy, Method method, Object[] args)
                throws Throwable {
            return method.invoke(target, args);
        }
    }
    package my.test;
    
    import java.lang.reflect.Method;
    
    import net.sf.cglib.proxy.Enhancer;
    import net.sf.cglib.proxy.MethodInterceptor;
    import net.sf.cglib.proxy.MethodProxy;
    
    public class CglibProxyTest implements MethodInterceptor {
        
        private CglibProxyTest() {
        }
        
        public static <T extends Test> Test newProxyInstance(Class<T> targetInstanceClazz){
            Enhancer enhancer = new Enhancer();
            enhancer.setSuperclass(targetInstanceClazz);
            enhancer.setCallback(new CglibProxyTest());
            return (Test) enhancer.create();
        }
    
        public Object intercept(Object obj, Method method, Object[] args,
                MethodProxy proxy) throws Throwable {
            return proxy.invokeSuper(obj, args);
        }
    
    }

    以 TestImpl 的调用耗时作为基准,对比通过其它三种代理进行调用的耗时。测试代码如下:

    package my.test;
    
    import java.util.LinkedHashMap;
    import java.util.Map;
    
    public class ProxyPerfTester {
    
        public static void main(String[] args) {
            //创建测试对象;
            Test nativeTest = new TestImpl();
            Test decorator = new DecoratorTest(nativeTest);
            Test dynamicProxy = DynamicProxyTest.newProxyInstance(nativeTest);
            Test cglibProxy = CglibProxyTest.newProxyInstance(TestImpl.class);
    
            //预热一下;
            int preRunCount = 10000;
            runWithoutMonitor(nativeTest, preRunCount);
            runWithoutMonitor(decorator, preRunCount);
            runWithoutMonitor(cglibProxy, preRunCount);
            runWithoutMonitor(dynamicProxy, preRunCount);
            
            //执行测试;
            Map<String, Test> tests = new LinkedHashMap<String, Test>();
            tests.put("Native   ", nativeTest);
            tests.put("Decorator", decorator);
            tests.put("Dynamic  ", dynamicProxy);
            tests.put("Cglib    ", cglibProxy);
            int repeatCount = 3;
            int runCount = 1000000;
            runTest(repeatCount, runCount, tests);
            runCount = 50000000;
            runTest(repeatCount, runCount, tests);
        }
        
        private static void runTest(int repeatCount, int runCount, Map<String, Test> tests){
            System.out.println(String.format("
    ==================== run test : [repeatCount=%s] [runCount=%s] [java.version=%s] ====================", repeatCount, runCount, System.getProperty("java.version")));
            for (int i = 0; i < repeatCount; i++) {
                System.out.println(String.format("
    --------- test : [%s] ---------", (i+1)));
                for (String key : tests.keySet()) {
                    runWithMonitor(tests.get(key), runCount, key);
                }
            }
        }
        
        private static void runWithoutMonitor(Test test, int runCount) {
            for (int i = 0; i < runCount; i++) {
                test.test(i);
            }
        }
        
        private static void runWithMonitor(Test test, int runCount, String tag) {
            long start = System.currentTimeMillis();
            for (int i = 0; i < runCount; i++) {
                test.test(i);
            }
            long end = System.currentTimeMillis();
            System.out.println("["+tag + "] Elapsed Time:" + (end-start) + "ms");
        }
    }

    测试用例分别在 jdk6、 jdk7、jdk8 下进行了测试,每次测试分别以 1,000,000 和 50,000,000 循环次数调用 test 方法,并重复3次。

    • jdk6 下的测试结果如下:
    ==================== run test : [repeatCount=3] [runCount=1000000] [java.version=1.6.0_45] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:2ms
    [Decorator] Elapsed Time:12ms
    [Dynamic  ] Elapsed Time:31ms
    [Cglib    ] Elapsed Time:31ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:7ms
    [Decorator] Elapsed Time:7ms
    [Dynamic  ] Elapsed Time:31ms
    [Cglib    ] Elapsed Time:27ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:7ms
    [Decorator] Elapsed Time:6ms
    [Dynamic  ] Elapsed Time:23ms
    [Cglib    ] Elapsed Time:29ms
    
    ==================== run test : [repeatCount=3] [runCount=50000000] [java.version=1.6.0_45] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:212ms
    [Decorator] Elapsed Time:226ms
    [Dynamic  ] Elapsed Time:1054ms
    [Cglib    ] Elapsed Time:830ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:184ms
    [Decorator] Elapsed Time:222ms
    [Dynamic  ] Elapsed Time:1020ms
    [Cglib    ] Elapsed Time:826ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:184ms
    [Decorator] Elapsed Time:208ms
    [Dynamic  ] Elapsed Time:979ms
    [Cglib    ] Elapsed Time:832ms

      测试结果表明:jdk6 下,在运行次数较少的情况下,jdk动态代理与 cglib 差距不明显,甚至更快一些;而当调用次数增加之后, cglib 表现稍微更快一些,然而仅仅是“稍微”好一些,远没达到 10 倍差距。

    • jdk7 下的测试结果如下:
    ==================== run test : [repeatCount=3] [runCount=1000000] [java.version=1.7.0_60] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:2ms
    [Decorator] Elapsed Time:12ms
    [Dynamic  ] Elapsed Time:19ms
    [Cglib    ] Elapsed Time:26ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:3ms
    [Decorator] Elapsed Time:5ms
    [Dynamic  ] Elapsed Time:17ms
    [Cglib    ] Elapsed Time:20ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:4ms
    [Decorator] Elapsed Time:4ms
    [Dynamic  ] Elapsed Time:13ms
    [Cglib    ] Elapsed Time:27ms
    
    ==================== run test : [repeatCount=3] [runCount=50000000] [java.version=1.7.0_60] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:208ms
    [Decorator] Elapsed Time:210ms
    [Dynamic  ] Elapsed Time:551ms
    [Cglib    ] Elapsed Time:923ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:238ms
    [Decorator] Elapsed Time:210ms
    [Dynamic  ] Elapsed Time:483ms
    [Cglib    ] Elapsed Time:872ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:217ms
    [Decorator] Elapsed Time:208ms
    [Dynamic  ] Elapsed Time:494ms
    [Cglib    ] Elapsed Time:881ms

    测试结果表明:jdk7 下,情况发生了逆转!在运行次数较少(1,000,000)的情况下,jdk动态代理比 cglib 快了差不多30%;而当调用次数增加之后(50,000,000), 动态代理比 cglib 快了接近1倍。

    接下来再看看jdk8下的表现如何。

    • jdk8 下的测试结果如下:
    ==================== run test : [repeatCount=3] [runCount=1000000] [java.version=1.8.0_05] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:5ms
    [Decorator] Elapsed Time:11ms
    [Dynamic  ] Elapsed Time:27ms
    [Cglib    ] Elapsed Time:52ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:4ms
    [Decorator] Elapsed Time:6ms
    [Dynamic  ] Elapsed Time:11ms
    [Cglib    ] Elapsed Time:24ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:4ms
    [Decorator] Elapsed Time:5ms
    [Dynamic  ] Elapsed Time:9ms
    [Cglib    ] Elapsed Time:26ms
    
    ==================== run test : [repeatCount=3] [runCount=50000000] [java.version=1.8.0_05] ====================
    
    --------- test : [1] ---------
    [Native   ] Elapsed Time:194ms
    [Decorator] Elapsed Time:211ms
    [Dynamic  ] Elapsed Time:538ms
    [Cglib    ] Elapsed Time:965ms
    
    --------- test : [2] ---------
    [Native   ] Elapsed Time:194ms
    [Decorator] Elapsed Time:214ms
    [Dynamic  ] Elapsed Time:503ms
    [Cglib    ] Elapsed Time:969ms
    
    --------- test : [3] ---------
    [Native   ] Elapsed Time:190ms
    [Decorator] Elapsed Time:209ms
    [Dynamic  ] Elapsed Time:495ms
    [Cglib    ] Elapsed Time:939ms

    测试结果表明:jdk8 下,延续了 JDK7 下的惊天大逆转!不过还观察另外有一个细微的变化,从绝对值来看 cglib 在 jdk8 下的表现似乎比 jdk7 还要差一点点,尽管只是一点点,但经过反复多次的执行仍然是这个趋势(注:这个趋势的结论并不严谨,只是捎带一提,如需得出结论还需进行更多样的对比实验)。

    结论:从 jdk6 到 jdk7、jdk8 ,动态代理的性能得到了显著的提升,而 cglib 的表现并未跟上,甚至可能会略微下降。传言的 cglib 比 jdk动态代理高出 10 倍的情况也许是出现在更低版本的 jdk 上吧。

    以上测试用例虽然简单,但揭示了 jdk 版本升级可能会带来一些新技术改变,会使我们以前的经验失效。放在真实业务场景下时,还需要按照实际情况进行测试后才能得出特定于场景的结论。

    总之,实践出真知,还要与时俱进地去检视更新一些以往经验。

    注:上述实验中 cglib 的版本是 3.1 。

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  • 原文地址:https://www.cnblogs.com/haiq/p/4304615.html
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