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對象複制性能對比(7種)

一,問題背景

以往我們做單體系統的時候,沒有那麼複雜的架構,出參,入參都非常簡單,很多人都會直接用map來進行組裝,但是後面的系統越來越複雜,map的弊端出現了。

現在前後端分離,前端經常需要看後端有哪些接口,這就需要後端提供明确的出參及出參,這時候,就出現了非常多的對象,像VO,DTO,DO等。

對象有了,解決了領域對象的區分問題,但是也帶來了兩個問題

1、對象轉化問題

2、對象轉化的性能問題

今天我們來聊聊,現有的對象複制,哪些性能最快

二,對象複制有哪些方式

1、apache的BeanUtils

2、apache的PropertyUtils

3、Spring的BeanUtils

4、Spring的BeanCopier

5、采用位元組碼的Asm的BeanCopier

6、cglib的BeanCopier

7、最原始的setget

三,測試

1,引入最新包體

<dependency>
			<groupId>commons-beanutils</groupId>
			<artifactId>commons-beanutils</artifactId>
			<version>1.9.4</version>
		</dependency>

		<!-- https://mvnrepository.com/artifact/cglib/cglib -->
		<dependency>
			<groupId>cglib</groupId>
			<artifactId>cglib</artifactId>
			<version>3.3.0</version>
		</dependency>

		<!-- https://mvnrepository.com/artifact/com.esotericsoftware/reflectasm -->
		<dependency>
			<groupId>com.esotericsoftware</groupId>
			<artifactId>reflectasm</artifactId>
			<version>1.11.9</version>
		</dependency>
           

2,定義7個方法體

/**
     * 采用apache common的BeanUtils對象複制
     * @author lwc
     * @throws InvocationTargetException
     * @throws IllegalAccessException void
     */
    public static void beanCopier() throws InvocationTargetException, IllegalAccessException {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
        // 一百萬次
        for (int i = 0; i < 1000000; i++) {
            BeanUtils.copyProperties(userTo, userFrom);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("apache的BeanUtils耗時" + mis + "毫秒");
    }
           
/**
     * 采用apache common的PropertyUtils對象複制
     * @author lwc
     * @throws IllegalAccessException
     * @throws NoSuchMethodException
     * @throws InvocationTargetException void
     */
    public static void propertyCopier() throws IllegalAccessException, NoSuchMethodException, InvocationTargetException {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
        // 一百萬次
        for (int i = 0; i < 1000000; i++) {
            PropertyUtils.copyProperties(userTo, userFrom);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("apache的PropertyUtils耗時" + mis + "毫秒");
    }           
/**
     * 使用spring的beanUtils進行對象複制
     * @author lwc
     * @throws IllegalAccessException
     * @throws InvocationTargetException void
     */
    public static void springBeanUtilsCopier() throws IllegalAccessException, InvocationTargetException {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
        for (int i = 0; i < 1000000; i++) {
            BeanUtils.copyProperties(userFrom, userTo);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("Spring的BeanUtils耗時" + mis + "毫秒");
    }           
/**
     * 使用spring的beanCopier進行對象複制
     * @author lwc
     */
    public static void springBeanCopierCopier() {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
final BeanCopier copier = BeanCopier.create(UserFrom.class, UserTo.class, false);
        for (int i = 0; i < 1000000; i++) {
            copier.copy(userFrom, userTo, null);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("Spring的BeanCopier耗時" + mis + "毫秒");
    }           
/**
     * 采用asm進行對象複制
     * @author lwc
     */
    public static void asmBeanCopier() {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
        for (int i = 0; i < 1000000; i++) {
            AsmCopyUtils.copyProperties(userTo, userFrom);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("asm的BeanCopier耗時" + mis + "毫秒");
    }           
/**
     * 采用cglib進行對象複制
     * @author lwc
     */
    public static void cglibBeanCopier() {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
final BeanCopier copier = BeanCopier.create(UserFrom.class, UserTo.class, false);
        for (int i = 0; i < 1000000; i++) {
            copier.copy(userFrom, userTo, null);
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("cglib的BeanCopier耗時" + mis + "毫秒");
    }
           
/**
     * 普通setget的耗時
     * @author lwc
     */
    public static void setGetCopier() {
        final UserFrom userFrom = new UserFrom();
        userFrom.setName("name");
        userFrom.setCreateDate(new Date());
        userFrom.setId(1L);
        userFrom.setAge(10);
        final UserTo userTo = new UserTo();
        final long begin = System.currentTimeMillis();
        for (int i = 0; i < 1000000; i++) {
            userTo.setName(userFrom.getName());
            userTo.setCreateDate(userFrom.getCreateDate());
            userTo.setId(userFrom.getId());
            userTo.setAge(userFrom.getAge());
        }
        final long end = System.currentTimeMillis();
        final long mis = end - begin;
        System.out.println("setget的耗時" + mis + "毫秒");
    }           
public static void main(String[] args) throws Exception {
        beanCopier();
        propertyCopier();
        springBeanUtilsCopier();
        springBeanCopierCopier();
        asmBeanCopier();
        cglibBeanCopier();
        setGetCopier();
    }           
apache的BeanUtils耗時3840毫秒
apache的PropertyUtils耗時1924毫秒
Spring的BeanUtils耗時2537毫秒
Spring的BeanCopier耗時67毫秒
asm的BeanCopier耗時437毫秒
cglib的BeanCopier耗時6毫秒
setget的耗時10毫秒