关于java:BeanUtilsBeanCopierDozerOrika-哪家强

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起源:https://albenw.github.io/post…

背景

在分层的代码架构中,层与层之间的对象防止不了要做很多转换、赋值等操作,这些操作反复且繁琐,于是乎催生出很多工具来优雅,高效地实现这个操作,有 BeanUtils、BeanCopier、Dozer、Orika 等等,本文将讲述下面几个工具的应用、性能比照及原理剖析。

性能剖析

其实这几个工具要做的事件很简略,而且在应用上也是相似的,所以我感觉先给大家看看性能剖析的比照后果,让大家有一个大略的意识。我是应用 JMH 来做性能剖析的,代码如下:

要复制的对象比较简单,蕴含了一些根本类型;有一次 warmup,因为一些工具是须要“预编译”和做缓存的,这样做比照才会比拟主观;别离复制 1000、10000、100000 个对象,这是比拟罕用数量级了吧。

@BenchmarkMode(Mode.AverageTime)  
@OutputTimeUnit(TimeUnit.MICROSECONDS)  
@Fork(1)  
@Warmup(iterations = 1)  
@State(Scope.Benchmark)  
public class BeanMapperBenchmark {@Param({"1000", "10000", "100000"})  
    private int times;  
  
    private int time;  
  
    private static MapperFactory mapperFactory;  
  
    private static Mapper mapper;  
  
    static {mapperFactory = new DefaultMapperFactory.Builder().build();  
        mapperFactory.classMap(SourceVO.class, TargetVO.class)  
                .byDefault()  
                .register();  
  
        mapper = DozerBeanMapperBuilder.create()  
                .withMappingBuilder(new BeanMappingBuilder() {  
                    @Override  
                    protected void configure() {mapping(SourceVO.class, TargetVO.class)  
                                .fields("fullName", "name")  
                                .exclude("in");  
                    }  
                }).build();}  
  
    public static void main(String[] args) throws Exception {Options options = new OptionsBuilder()  
                .include(BeanMapperBenchmark.class.getName()).measurementIterations(3)  
                .build();  
        new Runner(options).run();}  
  
    @Setup  
    public void prepare() {this.time = times;}  
  
    @Benchmark  
    public void springBeanUtilTest(){SourceVO sourceVO = getSourceVO();  
        for(int i = 0; i < time; i++){TargetVO targetVO = new TargetVO();  
            BeanUtils.copyProperties(sourceVO, targetVO);  
        }  
    }  
  
    @Benchmark  
    public void apacheBeanUtilTest() throws Exception{SourceVO sourceVO = getSourceVO();  
        for(int i = 0; i < time; i++){TargetVO targetVO = new TargetVO();  
            org.apache.commons.beanutils.BeanUtils.copyProperties(targetVO, sourceVO);  
        }  
  
    }  
  
    @Benchmark  
    public void beanCopierTest(){SourceVO sourceVO = getSourceVO();  
        for(int i = 0; i < time; i++){TargetVO targetVO = new TargetVO();  
            BeanCopier bc = BeanCopier.create(SourceVO.class, TargetVO.class, false);  
            bc.copy(sourceVO, targetVO, null);  
        }  
  
    }  
  
    @Benchmark  
    public void dozerTest(){SourceVO sourceVO = getSourceVO();  
        for(int i = 0; i < time; i++){TargetVO map = mapper.map(sourceVO, TargetVO.class);  
        }  
    }  
  
    @Benchmark  
    public void orikaTest(){SourceVO sourceVO = getSourceVO();  
        for(int i = 0; i < time; i++){MapperFacade mapper = mapperFactory.getMapperFacade();  
            TargetVO map = mapper.map(sourceVO, TargetVO.class);  
        }  
    }  
  
    private SourceVO getSourceVO(){SourceVO sourceVO = new SourceVO();  
        sourceVO.setP1(1);  
        sourceVO.setP2(2L);  
        sourceVO.setP3(new Integer(3).byteValue());  
        sourceVO.setDate1(new Date());  
        sourceVO.setPattr1("1");  
        sourceVO.setIn(new SourceVO.Inner(1));  
        sourceVO.setFullName("alben");  
        return sourceVO;  
    }  
  
}  

在我 macbook 下运行后的后果如下:

Score 示意的是均匀运行工夫,单位是微秒。从执行效率来看,能够看出 beanCopier > orika > springBeanUtil > dozer > apacheBeanUtil。这样的后果跟它们各自的实现原理有很大的关系,

上面将具体每个工具的应用及实现原理。

Spring 的 BeanUtils

应用

这个工具可能是大家日常应用最多的,因为是 Spring 自带的,应用也简略:BeanUtils.copyProperties(sourceVO, targetVO);

原理

Spring BeanUtils 的实现原理也比拟简答,就是通过 Java 的 Introspector 获取到两个类的PropertyDescriptor,比照两个属性具备雷同的名字和类型,如果是,则进行赋值(通过 ReadMethod 获取值,通过 WriteMethod 赋值),否则疏忽。

为了进步性能 Spring 对 BeanInfoPropertyDescriptor进行了缓存。

(源码基于:org.springframework:spring-beans:4.3.9.RELEASE)

/**  
  * Copy the property values of the given source bean into the given target bean.  
  * <p>Note: The source and target classes do not have to match or even be derived  
  * from each other, as long as the properties match. Any bean properties that the  
  * source bean exposes but the target bean does not will silently be ignored.  
  * @param source the source bean  
  * @param target the target bean  
  * @param editable the class (or interface) to restrict property setting to  
  * @param ignoreProperties array of property names to ignore  
  * @throws BeansException if the copying failed  
  * @see BeanWrapper  
  */  
 private static void copyProperties(Object source, Object target, Class<?> editable, String... ignoreProperties)  
   throws BeansException {Assert.notNull(source, "Source must not be null");  
  Assert.notNull(target, "Target must not be null");  
  
  Class<?> actualEditable = target.getClass();  
  if (editable != null) {if (!editable.isInstance(target)) {throw new IllegalArgumentException("Target class [" + target.getClass().getName() +  
      "] not assignable to Editable class [" + editable.getName() + "]");  
   }  
   actualEditable = editable;  
  }  
    // 获取 target 类的属性(有缓存)PropertyDescriptor[] targetPds = getPropertyDescriptors(actualEditable);  
  List<String> ignoreList = (ignoreProperties != null ? Arrays.asList(ignoreProperties) : null);  
  
  for (PropertyDescriptor targetPd : targetPds) {Method writeMethod = targetPd.getWriteMethod();  
   if (writeMethod != null && (ignoreList == null || !ignoreList.contains(targetPd.getName()))) {  
        // 获取 source 类的属性(有缓存)PropertyDescriptor sourcePd = getPropertyDescriptor(source.getClass(), targetPd.getName());  
    if (sourcePd != null) {Method readMethod = sourcePd.getReadMethod();  
     if (readMethod != null &&  
              // 判断 target 的 setter 办法入参和 source 的 getter 办法返回类型是否统一  
       ClassUtils.isAssignable(writeMethod.getParameterTypes()[0], readMethod.getReturnType())) {  
      try {if (!Modifier.isPublic(readMethod.getDeclaringClass().getModifiers())) {readMethod.setAccessible(true);  
       }  
              // 获取源值  
       Object value = readMethod.invoke(source);  
       if (!Modifier.isPublic(writeMethod.getDeclaringClass().getModifiers())) {writeMethod.setAccessible(true);  
       }  
              // 赋值到 target  
       writeMethod.invoke(target, value);  
      }  
      catch (Throwable ex) {  
       throw new FatalBeanException("Could not copy property'" + targetPd.getName() + "'from source to target", ex);  
      }  
     }  
    }  
   }  
  }  
 }  

小结

Spring BeanUtils 的实现就是这么简洁,这也是它性能比拟高的起因。

不过,过于简洁就失去了灵活性和可扩展性了,Spring BeanUtils 的应用限度也比拟显著,要求类属性的名字和类型统一,这点在应用时要留神。

Apache 的 BeanUtils

应用

Apache 的 BeanUtils 和 Spring 的 BeanUtils 的应用是一样的:

BeanUtils.copyProperties(targetVO, sourceVO);  

要留神,source 和 target 的入参地位不同。

原理

Apache 的 BeanUtils 的实现原理跟 Spring 的 BeanUtils 一样,也是次要通过 Java 的 Introspector 机制获取到类的属性来进行赋值操作,对 BeanInfo 和 PropertyDescriptor 同样有缓存,然而 Apache BeanUtils 加了一些不那么应用的个性(包含反对 Map 类型、反对自定义的 DynaBean 类型、反对属性名的表达式等等)在外面,使得性能绝对 Spring 的 BeanUtils 来说有所降落。

(源码基于:commons-beanutils:commons-beanutils:1.9.3)

public void copyProperties(final Object dest, final Object orig)  
        throws IllegalAccessException, InvocationTargetException {if (dest == null) {  
            throw new IllegalArgumentException  
                    ("No destination bean specified");  
        }  
        if (orig == null) {throw new IllegalArgumentException("No origin bean specified");  
        }  
        if (log.isDebugEnabled()) {  
            log.debug("BeanUtils.copyProperties(" + dest + "," +  
                      orig + ")");  
        }  
        // Apache Common 自定义的 DynaBean  
        if (orig instanceof DynaBean) {final DynaProperty[] origDescriptors =  
                ((DynaBean) orig).getDynaClass().getDynaProperties();  
            for (DynaProperty origDescriptor : origDescriptors) {final String name = origDescriptor.getName();  
                // Need to check isReadable() for WrapDynaBean  
                // (see Jira issue# BEANUTILS-61)  
                if (getPropertyUtils().isReadable(orig, name) &&  
                    getPropertyUtils().isWriteable(dest, name)) {final Object value = ((DynaBean) orig).get(name);  
                    copyProperty(dest, name, value);  
                }  
            }  
        // Map 类型  
        } else if (orig instanceof Map) {@SuppressWarnings("unchecked")  
            final  
            // Map properties are always of type <String, Object>  
            Map<String, Object> propMap = (Map<String, Object>) orig;  
            for (final Map.Entry<String, Object> entry : propMap.entrySet()) {final String name = entry.getKey();  
                if (getPropertyUtils().isWriteable(dest, name)) {copyProperty(dest, name, entry.getValue());  
                }  
            }  
        // 规范的 JavaBean  
        } else {final PropertyDescriptor[] origDescriptors =  
                // 获取 PropertyDescriptor  
                getPropertyUtils().getPropertyDescriptors(orig);  
            for (PropertyDescriptor origDescriptor : origDescriptors) {final String name = origDescriptor.getName();  
                if ("class".equals(name)) {continue; // No point in trying to set an object's class}  
                // 是否可读和可写  
                if (getPropertyUtils().isReadable(orig, name) &&  
                    getPropertyUtils().isWriteable(dest, name)) {  
                    try {  
                        // 获取源值  
                        final Object value =  
                            getPropertyUtils().getSimpleProperty(orig, name);  
                        // 赋值操作  
                        copyProperty(dest, name, value);  
                    } catch (final NoSuchMethodException e) {// Should not happen}  
                }  
            }  
        }  
  
    }  

小结

Apache BeanUtils 的实现跟 Spring BeanUtils 总体上相似,然而性能却低很多,这个能够从下面性能比拟看进去。阿里的 Java 标准是不倡议应用的。

BeanCopier

应用

BeanCopier 在 cglib 包里,它的应用也比较简单:

@Test  
public void beanCopierSimpleTest() {SourceVO sourceVO = getSourceVO();  
    log.info("source={}", GsonUtil.toJson(sourceVO));  
    TargetVO targetVO = new TargetVO();  
    BeanCopier bc = BeanCopier.create(SourceVO.class, TargetVO.class, false);  
    bc.copy(sourceVO, targetVO, null);  
    log.info("target={}", GsonUtil.toJson(targetVO));  
}  

只须要事后定义好要转换的 source 类和 target 类就好了,能够抉择是否应用Converter,这个上面会说到。

在下面的性能测试中,BeanCopier 是所有中体现最好的,那么咱们剖析一下它的实现原理。

原理

BeanCopier 的实现原理跟 BeanUtils 截然不同,它不是利用反射对属性进行赋值,而是间接应用 cglib 来生成带有的 get/set 办法的 class 类,而后执行。因为是间接生成字节码执行,所以 BeanCopier 的性能靠近手写

get/set。

BeanCopier.create 办法

public static BeanCopier create(Class source, Class target, boolean useConverter) {Generator gen = new Generator();  
    gen.setSource(source);  
    gen.setTarget(target);  
    gen.setUseConverter(useConverter);  
    return gen.create();}  
  
public BeanCopier create() {Object key = KEY_FACTORY.newInstance(source.getName(), target.getName(), useConverter);  
    return (BeanCopier)super.create(key);  
}  

这里的意思是用 KEY_FACTORY 创立一个 BeanCopier 进去,而后调用 create 办法来生成字节码。

KEY_FACTORY 其实就是用 cglib 通过 BeanCopierKey 接口生成进去的一个类

private static final BeanCopierKey KEY_FACTORY =  (BeanCopierKey)KeyFactory.create(BeanCopierKey.class);  
        
interface BeanCopierKey {public Object newInstance(String source, String target, boolean useConverter);  
}  

通过设置

System.setProperty(DebuggingClassWriter.DEBUG_LOCATION_PROPERTY, "path");  

能够让 cglib 输入生成类的 class 文件,咱们能够反编译看看外面的代码

上面是 KEY_FACTORY 的类

public class BeanCopier$BeanCopierKey$$KeyFactoryByCGLIB$$f32401fd extends KeyFactory implements BeanCopierKey {  
    private final String FIELD_0;  
    private final String FIELD_1;  
    private final boolean FIELD_2;  
  
    public BeanCopier$BeanCopierKey$$KeyFactoryByCGLIB$$f32401fd() {}  
  
    public Object newInstance(String var1, String var2, boolean var3) {return new BeanCopier$BeanCopierKey$$KeyFactoryByCGLIB$$f32401fd(var1, var2, var3);  
    }  
  
    public BeanCopier$BeanCopierKey$$KeyFactoryByCGLIB$$f32401fd(String var1, String var2, boolean var3) {  
        this.FIELD_0 = var1;  
        this.FIELD_1 = var2;  
        this.FIELD_2 = var3;  
    }  
    // 省去 hashCode 等办法。。。}  

持续跟踪 Generator.create 办法,因为 Generator 是继承 AbstractClassGenerator,这个 AbstractClassGenerator 是 cglib 用来生成字节码的一个模板类,Generator 的 super.create 其实调用

AbstractClassGenerator 的 create 办法,最终会调用到 Generator 的模板办法 generateClass 办法,咱们不去细究 AbstractClassGenerator 的细节,重点看 generateClass。

这个是一个生成 java 类的办法,了解起来就如同咱们平时写代码一样。

public void generateClass(ClassVisitor v) {Type sourceType = Type.getType(source);  
    Type targetType = Type.getType(target);  
    ClassEmitter ce = new ClassEmitter(v);  
    // 开始“写”类,这里有修饰符、类名、父类等信息  
    ce.begin_class(Constants.V1_2,  
                   Constants.ACC_PUBLIC,  
                   getClassName(),  
                   BEAN_COPIER,  
                   null,  
                   Constants.SOURCE_FILE);  
    // 没有构造方法  
    EmitUtils.null_constructor(ce);  
    // 开始“写”一个办法,办法名是 copy  
    CodeEmitter e = ce.begin_method(Constants.ACC_PUBLIC, COPY, null);  
    // 通过 Introspector 获取 source 类和 target 类的 PropertyDescriptor  
    PropertyDescriptor[] getters = ReflectUtils.getBeanGetters(source);  
    PropertyDescriptor[] setters = ReflectUtils.getBeanSetters(target);  
      
    Map names = new HashMap();  
    for (int i = 0; i < getters.length; i++) {names.put(getters[i].getName(), getters[i]);  
    }  
    Local targetLocal = e.make_local();  
    Local sourceLocal = e.make_local();  
    if (useConverter) {e.load_arg(1);  
        e.checkcast(targetType);  
        e.store_local(targetLocal);  
        e.load_arg(0);                  
        e.checkcast(sourceType);  
        e.store_local(sourceLocal);  
    } else {e.load_arg(1);  
        e.checkcast(targetType);  
        e.load_arg(0);  
        e.checkcast(sourceType);  
    }  
    // 通过属性名来生成转换的代码  
    // 以 setter 作为遍历  
    for (int i = 0; i < setters.length; i++) {PropertyDescriptor setter = setters[i];  
        // 依据 setter 的 name 获取 getter  
        PropertyDescriptor getter = (PropertyDescriptor)names.get(setter.getName());  
        if (getter != null) {  
            // 获取读写办法  
            MethodInfo read = ReflectUtils.getMethodInfo(getter.getReadMethod());  
            MethodInfo write = ReflectUtils.getMethodInfo(setter.getWriteMethod());  
            // 如果用了 useConverter,则进行上面的拼装代码形式  
            if (useConverter) {Type setterType = write.getSignature().getArgumentTypes()[0];  
                e.load_local(targetLocal);  
                e.load_arg(2);  
                e.load_local(sourceLocal);  
                e.invoke(read);  
                e.box(read.getSignature().getReturnType());  
                EmitUtils.load_class(e, setterType);  
                e.push(write.getSignature().getName());  
                e.invoke_interface(CONVERTER, CONVERT);  
                e.unbox_or_zero(setterType);  
                e.invoke(write);  
              //compatible 用来判断 getter 和 setter 是否类型统一  
            } else if (compatible(getter, setter)) {e.dup2();  
                e.invoke(read);  
                e.invoke(write);  
            }  
        }  
    }  
    e.return_value();  
    e.end_method();  
    ce.end_class();}  
  
private static boolean compatible(PropertyDescriptor getter, PropertyDescriptor setter) {  
    // TODO: allow automatic widening conversions?  
    return setter.getPropertyType().isAssignableFrom(getter.getPropertyType());  
}  

即便没有应用过 cglib 也能读懂生成代码的流程吧,咱们看看没有应用 useConverter 的状况下生成的代码:

public class Object$$BeanCopierByCGLIB$$d1d970c8 extends BeanCopier {public Object$$BeanCopierByCGLIB$$d1d970c8() { }  
  
    public void copy(Object var1, Object var2, Converter var3) {TargetVO var10000 = (TargetVO)var2;  
        SourceVO var10001 = (SourceVO)var1;  
        var10000.setDate1(((SourceVO)var1).getDate1());  
        var10000.setIn(var10001.getIn());  
        var10000.setListData(var10001.getListData());  
        var10000.setMapData(var10001.getMapData());  
        var10000.setP1(var10001.getP1());  
        var10000.setP2(var10001.getP2());  
        var10000.setP3(var10001.getP3());  
        var10000.setPattr1(var10001.getPattr1());  
    }  
}  

在比照下面生成代码的代码是不是阔然开朗了。

再看看应用 useConverter 的状况:

public class Object$$BeanCopierByCGLIB$$d1d970c7 extends BeanCopier {  
    private static final Class CGLIB$load_class$java$2Eutil$2EDate;  
    private static final Class CGLIB$load_class$beanmapper_compare$2Evo$2ESourceVO$24Inner;  
    private static final Class CGLIB$load_class$java$2Eutil$2EList;  
    private static final Class CGLIB$load_class$java$2Eutil$2EMap;  
    private static final Class CGLIB$load_class$java$2Elang$2EInteger;  
    private static final Class CGLIB$load_class$java$2Elang$2ELong;  
    private static final Class CGLIB$load_class$java$2Elang$2EByte;  
    private static final Class CGLIB$load_class$java$2Elang$2EString;  
  
    public Object$$BeanCopierByCGLIB$$d1d970c7() {}  
  
    public void copy(Object var1, Object var2, Converter var3) {TargetVO var4 = (TargetVO)var2;  
        SourceVO var5 = (SourceVO)var1;  
        var4.setDate1((Date)var3.convert(var5.getDate1(), CGLIB$load_class$java$2Eutil$2EDate, "setDate1"));  
        var4.setIn((Inner)var3.convert(var5.getIn(), CGLIB$load_class$beanmapper_compare$2Evo$2ESourceVO$24Inner, "setIn"));  
        var4.setListData((List)var3.convert(var5.getListData(), CGLIB$load_class$java$2Eutil$2EList, "setListData"));  
        var4.setMapData((Map)var3.convert(var5.getMapData(), CGLIB$load_class$java$2Eutil$2EMap, "setMapData"));  
        var4.setP1((Integer)var3.convert(var5.getP1(), CGLIB$load_class$java$2Elang$2EInteger, "setP1"));  
        var4.setP2((Long)var3.convert(var5.getP2(), CGLIB$load_class$java$2Elang$2ELong, "setP2"));  
        var4.setP3((Byte)var3.convert(var5.getP3(), CGLIB$load_class$java$2Elang$2EByte, "setP3"));  
        var4.setPattr1((String)var3.convert(var5.getPattr1(), CGLIB$load_class$java$2Elang$2EString, "setPattr1"));  
        var4.setSeq((Long)var3.convert(var5.getSeq(), CGLIB$load_class$java$2Elang$2ELong, "setSeq"));  
    }  
  
    static void CGLIB$STATICHOOK1() {CGLIB$load_class$java$2Eutil$2EDate = Class.forName("java.util.Date");  
        CGLIB$load_class$beanmapper_compare$2Evo$2ESourceVO$24Inner = Class.forName("beanmapper_compare.vo.SourceVO$Inner");  
        CGLIB$load_class$java$2Eutil$2EList = Class.forName("java.util.List");  
        CGLIB$load_class$java$2Eutil$2EMap = Class.forName("java.util.Map");  
        CGLIB$load_class$java$2Elang$2EInteger = Class.forName("java.lang.Integer");  
        CGLIB$load_class$java$2Elang$2ELong = Class.forName("java.lang.Long");  
        CGLIB$load_class$java$2Elang$2EByte = Class.forName("java.lang.Byte");  
        CGLIB$load_class$java$2Elang$2EString = Class.forName("java.lang.String");  
    }  
  
    static {CGLIB$STATICHOOK1();  
    }  
}  

小结

BeanCopier 性能的确很高,但从源码能够看出 BeanCopier 只会拷贝名称和类型都雷同的属性,而且如果一旦应用 Converter,BeanCopier 只应用 Converter 定义的规定去拷贝属性,所以在 convert 办法中要思考所有的属性。

Dozer

应用

下面提到的 BeanUtils 和 BeanCopier 都是性能比较简单的,须要属性名称一样,甚至类型也要一样。然而在大多数状况下这个要求就绝对刻薄了,要晓得有些 VO 因为各种起因不能批改,有些是内部接口 SDK 的对象,

有些对象的命名规定不同,例如有驼峰型的,有下划线的等等,各种什么状况都有。所以咱们更加须要的是更加灵便丰盛的性能,甚至能够做到定制化的转换。

Dozer 就提供了这些性能,有反对同名隐式映射,反对根本类型相互转换,反对显示指定映射关系,反对 exclude 字段,反对递归匹配映射,反对深度匹配,反对 Date to String 的 date-formate,反对自定义转换 Converter,反对一次 mapping 定义多处应用,反对 EventListener 事件监听等等。不仅如此,Dozer 在应用形式上,除了反对 API,还反对 XML 和注解,满足大家的爱好。更多的性能能够参考这里

因为其性能很丰盛,不可能每个都演示,这里只是给个大略意识,更具体的性能,或者 XML 和注解的配置,请看官网文档。

private Mapper dozerMapper;  
  
    @Before  
    public void setup(){dozerMapper = DozerBeanMapperBuilder.create()  
                .withMappingBuilder(new BeanMappingBuilder() {  
                    @Override  
                    protected void configure() {mapping(SourceVO.class, TargetVO.class)  
                                .fields("fullName", "name")  
                                .exclude("in");  
                    }  
                })  
                .withCustomConverter(null)  
                .withEventListener(null)  
                .build();}  
      
    @Test  
    public void dozerTest(){SourceVO sourceVO = getSourceVO();  
        log.info("sourceVO={}", GsonUtil.toJson(sourceVO));  
        TargetVO map = dozerMapper.map(sourceVO, TargetVO.class);  
        log.info("map={}", GsonUtil.toJson(map));  
    }  

原理

Dozer 的实现原理实质上还是用反射 /Introspector 那套,然而其丰盛的性能,以及反对多种实现形式(API、XML、注解)使得代码看上去有点简单,在翻阅代码时,咱们大可不必理睬这些类,只须要晓得它们大体的作用就行了,重点关注外围流程和代码的实现。上面咱们重点看看构建 mapper 的 build 办法和实现映射的 map 办法。

build 办法很简略,它是一个初始化的动作,就是通过用户的配置来构建出一系列前面要用到的配置对象、上下文对象,或其余封装对象,咱们不用深究这些对象是怎么实现的,从名字上咱们大略能猜出这些对象是干嘛,负责什么就能够了。

DozerBeanMapper(List<String> mappingFiles,  
                BeanContainer beanContainer,  
                DestBeanCreator destBeanCreator,  
                DestBeanBuilderCreator destBeanBuilderCreator,  
                BeanMappingGenerator beanMappingGenerator,  
                PropertyDescriptorFactory propertyDescriptorFactory,  
                List<CustomConverter> customConverters,  
                List<MappingFileData> mappingsFileData,  
                List<EventListener> eventListeners,  
                CustomFieldMapper customFieldMapper,  
                Map<String, CustomConverter> customConvertersWithId,  
                ClassMappings customMappings,  
                Configuration globalConfiguration,  
                CacheManager cacheManager) {  
    this.beanContainer = beanContainer;  
    this.destBeanCreator = destBeanCreator;  
    this.destBeanBuilderCreator = destBeanBuilderCreator;  
    this.beanMappingGenerator = beanMappingGenerator;  
    this.propertyDescriptorFactory = propertyDescriptorFactory;  
    this.customConverters = new ArrayList<>(customConverters);  
    this.eventListeners = new ArrayList<>(eventListeners);  
    this.mappingFiles = new ArrayList<>(mappingFiles);  
    this.customFieldMapper = customFieldMapper;  
    this.customConvertersWithId = new HashMap<>(customConvertersWithId);  
    this.eventManager = new DefaultEventManager(eventListeners);  
    this.customMappings = customMappings;  
    this.globalConfiguration = globalConfiguration;  
    this.cacheManager = cacheManager;  
}  

map 办法是映射对象的过程,其入口是 MappingProcessor 的 mapGeneral 办法

private <T> T mapGeneral(Object srcObj, final Class<T> destClass, final T destObj, final String mapId) {srcObj = MappingUtils.deProxy(srcObj, beanContainer);  

    Class<T> destType;  
    T result;  
    if (destClass == null) {destType = (Class<T>)destObj.getClass();  
        result = destObj;  
    } else {  
        destType = destClass;  
        result = null;  
    }  

    ClassMap classMap = null;  
    try {  
        // 构建 ClassMap  
        //ClassMap 是包含 src 类和 dest 类和其余配置的一个封装  
        classMap = getClassMap(srcObj.getClass(), destType, mapId);  

        // 注册事件  
        eventManager.on(new DefaultEvent(EventTypes.MAPPING_STARTED, classMap, null, srcObj, result, null));  

          
        // 看看有没有自定义 converter  
        Class<?> converterClass = MappingUtils.findCustomConverter(converterByDestTypeCache, classMap.getCustomConverters(), srcObj  
                .getClass(), destType);  

        if (destObj == null) {  
            // If this is a nested MapperAware conversion this mapping can be already processed  
            // but we can do this optimization only in case of no destObject, instead we must copy to the dest object  
            Object alreadyMappedValue = mappedFields.getMappedValue(srcObj, destType, mapId);  
            if (alreadyMappedValue != null) {return (T)alreadyMappedValue;  
            }  
        }  
        // 优先应用自定义 converter 进行映射  
        if (converterClass != null) {return (T)mapUsingCustomConverter(converterClass, srcObj.getClass(), srcObj, destType, result, null, true);  
        }  

        // 也是对配置进行了封装  
        BeanCreationDirective creationDirective =  
                new BeanCreationDirective(srcObj, classMap.getSrcClassToMap(), classMap.getDestClassToMap(), destType,  
                                          classMap.getDestClassBeanFactory(), classMap.getDestClassBeanFactoryId(), classMap.getDestClassCreateMethod(),  
                                          classMap.getDestClass().isSkipConstructor());  
        // 持续进行映射  
        result = createByCreationDirectiveAndMap(creationDirective, classMap, srcObj, result, false, null);  
    } catch (Throwable e) {MappingUtils.throwMappingException(e);  
    }  
    eventManager.on(new DefaultEvent(EventTypes.MAPPING_FINISHED, classMap, null, srcObj, result, null));  

    return result;  
}  

个别状况下 createByCreationDirectiveAndMap 办法会始终调用到 mapFromFieldMap 办法,而在没有自定义 converter 的状况下会调用 mapOrRecurseObject 办法

大多数状况下字段的映射会在这个办法做个别的解析

private Object mapOrRecurseObject(Object srcObj, Object srcFieldValue, Class<?> destFieldType, FieldMap fieldMap, Object destObj) {Class<?> srcFieldClass = srcFieldValue != null ? srcFieldValue.getClass() : fieldMap.getSrcFieldType(srcObj.getClass());  
    Class<?> converterClass = MappingUtils.determineCustomConverter(fieldMap, converterByDestTypeCache, fieldMap.getClassMap()  
            .getCustomConverters(), srcFieldClass, destFieldType);  

    // 自定义 converter 的解决  
    if (converterClass != null) {return mapUsingCustomConverter(converterClass, srcFieldClass, srcFieldValue, destFieldType, destObj, fieldMap, false);  
    }  

    if (srcFieldValue == null) {return null;}  

    String srcFieldName = fieldMap.getSrcFieldName();  
    String destFieldName = fieldMap.getDestFieldName();  
      
    if (!(DozerConstants.SELF_KEYWORD.equals(srcFieldName) && DozerConstants.SELF_KEYWORD.equals(destFieldName))) {Object alreadyMappedValue = mappedFields.getMappedValue(srcFieldValue, destFieldType, fieldMap.getMapId());  
        if (alreadyMappedValue != null) {return alreadyMappedValue;}  
    }  

    // 如果只是浅拷贝则间接返回(可配置)if (fieldMap.isCopyByReference()) {  
        // just get the src and return it, no transformation.  
        return srcFieldValue;  
    }  

    // 对 Map 类型的解决  
    boolean isSrcFieldClassSupportedMap = MappingUtils.isSupportedMap(srcFieldClass);  
    boolean isDestFieldTypeSupportedMap = MappingUtils.isSupportedMap(destFieldType);  
    if (isSrcFieldClassSupportedMap && isDestFieldTypeSupportedMap) {return mapMap(srcObj, (Map<?, ?>)srcFieldValue, fieldMap, destObj);  
    }  
    if (fieldMap instanceof MapFieldMap && destFieldType.equals(Object.class)) {destFieldType = fieldMap.getDestHintContainer() != null ? fieldMap.getDestHintContainer().getHint() : srcFieldClass;  
    }  

    // 对根本类型的映射解决  
    //PrimitiveOrWrapperConverter 类反对兼容了根本类型之间的相互转换  
    if (primitiveConverter.accepts(srcFieldClass) || primitiveConverter.accepts(destFieldType)) {  
        // Primitive or Wrapper conversion  
        if (fieldMap.getDestHintContainer() != null) {Class<?> destHintType = fieldMap.getDestHintType(srcFieldValue.getClass());  
            // if the destType is null this means that there was more than one hint.  
            // we must have already set the destType then.  
            if (destHintType != null) {destFieldType = destHintType;}  
        }  

        //#1841448 - if trim-strings=true, then use a trimmed src string value when converting to dest value  
        Object convertSrcFieldValue = srcFieldValue;  
        if (fieldMap.isTrimStrings() && srcFieldValue.getClass().equals(String.class)) {convertSrcFieldValue = ((String)srcFieldValue).trim();}  

        DateFormatContainer dfContainer = new DateFormatContainer(fieldMap.getDateFormat());  

        if (fieldMap instanceof MapFieldMap && !primitiveConverter.accepts(destFieldType)) {return primitiveConverter.convert(convertSrcFieldValue, convertSrcFieldValue.getClass(), dfContainer);  
        } else {return primitiveConverter.convert(convertSrcFieldValue, destFieldType, dfContainer, destFieldName, destObj);  
        }  
    }  
    // 对汇合类型的映射解决  
    if (MappingUtils.isSupportedCollection(srcFieldClass) && (MappingUtils.isSupportedCollection(destFieldType))) {return mapCollection(srcObj, srcFieldValue, fieldMap, destObj);  
    }  

    // 对枚举类型的映射解决  
    if (MappingUtils.isEnumType(srcFieldClass, destFieldType)) {return mapEnum((Enum)srcFieldValue, (Class<Enum>)destFieldType);  
    }  
    if (fieldMap.getDestDeepIndexHintContainer() != null) {destFieldType = fieldMap.getDestDeepIndexHintContainer().getHint();}  
    // 其余简单对象类型的解决  
    return mapCustomObject(fieldMap, destObj, destFieldType, destFieldName, srcFieldValue);  
}  

mapCustomObject 办法。其实你会发现这个办法最重要的一点就是做递归解决,无论是最初调用 createByCreationDirectiveAndMap 还是 mapToDestObject 办法。

private Object mapCustomObject(FieldMap fieldMap, Object destObj, Class<?> destFieldType, String destFieldName, Object srcFieldValue) {srcFieldValue = MappingUtils.deProxy(srcFieldValue, beanContainer);  

    // Custom java bean. Need to make sure that the destination object is not  
    // already instantiated.  
    Object result = null;  
    // in case of iterate feature new objects are created in any case  
    if (!DozerConstants.ITERATE.equals(fieldMap.getDestFieldType())) {result = getExistingValue(fieldMap, destObj, destFieldType);  
    }  

    // if the field is not null than we don't want a new instance  
    if (result == null) {  
        // first check to see if this plain old field map has hints to the actual  
        // type.  
        if (fieldMap.getDestHintContainer() != null) {Class<?> destHintType = fieldMap.getDestHintType(srcFieldValue.getClass());  
            // if the destType is null this means that there was more than one hint.  
            // we must have already set the destType then.  
            if (destHintType != null) {destFieldType = destHintType;}  
        }  
        // Check to see if explicit map-id has been specified for the field  
        // mapping  
        String mapId = fieldMap.getMapId();  

        Class<?> targetClass;  
        if (fieldMap.getDestHintContainer() != null && fieldMap.getDestHintContainer().getHint() != null) {targetClass = fieldMap.getDestHintContainer().getHint();} else {targetClass = destFieldType;}  
        ClassMap classMap = getClassMap(srcFieldValue.getClass(), targetClass, mapId);  

        BeanCreationDirective creationDirective = new BeanCreationDirective(srcFieldValue, classMap.getSrcClassToMap(), classMap.getDestClassToMap(),  
                                                                            destFieldType, classMap.getDestClassBeanFactory(), classMap.getDestClassBeanFactoryId(),  
                                                                            fieldMap.getDestFieldCreateMethod() != null ? fieldMap.getDestFieldCreateMethod() :  
                                                                                    classMap.getDestClassCreateMethod(),  
                                                                            classMap.getDestClass().isSkipConstructor(), destObj, destFieldName);  

        result = createByCreationDirectiveAndMap(creationDirective, classMap, srcFieldValue, null, false, fieldMap.getMapId());  
    } else {mapToDestObject(null, srcFieldValue, result, false, fieldMap.getMapId());  
    }  

    return result;  
}  

小结

Dozer 功能强大,但底层还是用反射那套,所以在性能测试中它的体现个别,仅次于 Apache 的 BeanUtils。如果不谋求性能的话,能够应用。

Orika

Orika 能够说是简直集成了上述几个工具的长处,不仅具备丰盛的性能,底层应用 Javassist 生成字节码,运行 效率很高的。

应用

Orika 根本反对了 Dozer 反对的性能,这里我也是简略介绍一下 Orika 的应用,具体更具体的 API 能够参考 User Guide。

private MapperFactory mapperFactory;  
  
@Before  
public void setup() {mapperFactory = new DefaultMapperFactory.Builder().build();  
    ConverterFactory converterFactory = mapperFactory.getConverterFactory();  
    converterFactory.registerConverter(new TypeConverter());  
    mapperFactory.classMap(SourceVO.class, TargetVO.class)  
            .field("fullName", "name")  
            .field("type", "enumType")  
            .exclude("in")  
            .byDefault()  
            .register();}  
  
@Test  
public void main() {MapperFacade mapper = mapperFactory.getMapperFacade();  
    SourceVO sourceVO = getSourceVO();  
    log.info("sourceVO={}", GsonUtil.toJson(sourceVO));  
    TargetVO map = mapper.map(sourceVO, TargetVO.class);  
    log.info("map={}", GsonUtil.toJson(map));  
}  

原理

在解说实现原理时,咱们先看看 Orika 在背地干了什么事件。

通过减少以下配置,咱们能够看到 Orika 在做映射过程中生成 mapper 的源码和字节码。

System.setProperty("ma.glasnost.orika.writeSourceFiles", "true");  
System.setProperty("ma.glasnost.orika.writeClassFiles", "true");  
System.setProperty("ma.glasnost.orika.writeSourceFilesToPath", "path");  
System.setProperty("ma.glasnost.orika.writeClassFilesToPath", "path");  

用下面的例子,咱们看看 Orika 生成的 java 代码:

package ma.glasnost.orika.generated;  
  
public class Orika_TargetVO_SourceVO_Mapper947163525829122$0 extends ma.glasnost.orika.impl.GeneratedMapperBase {public void mapAtoB(java.lang.Object a, java.lang.Object b, ma.glasnost.orika.MappingContext mappingContext) {super.mapAtoB(a, b, mappingContext);  
  
  
// sourceType: SourceVO  
beanmapper_compare.vo.SourceVO source = ((beanmapper_compare.vo.SourceVO)a);   
// destinationType: TargetVO  
beanmapper_compare.vo.TargetVO destination = ((beanmapper_compare.vo.TargetVO)b);   
  
  
destination.setName(((java.lang.String)source.getFullName()));   
if (!(((java.lang.Integer)source.getType()) == null)){destination.setEnumType(((beanmapper_compare.vo.TargetVO.EnumType)((ma.glasnost.orika.Converter)usedConverters[0]).convert(((java.lang.Integer)source.getType()), ((ma.glasnost.orika.metadata.Type)usedTypes[0]), mappingContext)));   
} else {destination.setEnumType(null);  
 }  
if (!(((java.util.Date)source.getDate1()) == null)){destination.setDate1(((java.util.Date)((ma.glasnost.orika.Converter)usedConverters[1]).convert(((java.util.Date)source.getDate1()), ((ma.glasnost.orika.metadata.Type)usedTypes[1]), mappingContext)));   
} else {destination.setDate1(null);  
 }if (!(((java.util.List)source.getListData()) == null)) {java.util.List new_listData = ((java.util.List)new java.util.ArrayList());   
  
new_listData.addAll(mapperFacade.mapAsList(((java.util.List)source.getListData()), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), ((ma.glasnost.orika.metadata.Type)usedTypes[3]), mappingContext));   
destination.setListData(new_listData);   
} else {if ( !(((java.util.List)destination.getListData()) == null)) {destination.setListData(null);  
};  
}if (!(((java.util.Map)source.getMapData()) == null)){java.util.Map new_mapData = ((java.util.Map)new java.util.LinkedHashMap());   
for(java.util.Iterator mapData_$_iter = ((java.util.Map)source.getMapData()).entrySet().iterator(); mapData_$_iter.hasNext();) {java.util.Map.Entry sourceMapDataEntry = ((java.util.Map.Entry)mapData_$_iter.next());   
java.lang.Integer newMapDataKey = null;   
java.util.List newMapDataVal = null;   
if (!(((java.lang.Long)sourceMapDataEntry.getKey()) == null)){newMapDataKey = ((java.lang.Integer)((ma.glasnost.orika.Converter)usedConverters[2]).convert(((java.lang.Long)sourceMapDataEntry.getKey()), ((ma.glasnost.orika.metadata.Type)usedTypes[3]), mappingContext));   
} else {newMapDataKey = null;}  
if (!(((java.util.List)sourceMapDataEntry.getValue()) == null)) {java.util.List new_newMapDataVal = ((java.util.List)new java.util.ArrayList());   
  
new_newMapDataVal.addAll(mapperFacade.mapAsList(((java.util.List)sourceMapDataEntry.getValue()), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), ((ma.glasnost.orika.metadata.Type)usedTypes[4]), mappingContext));   
newMapDataVal = new_newMapDataVal;   
} else {if ( !(newMapDataVal == null)) {newMapDataVal = null;};  
}  
new_mapData.put(newMapDataKey, newMapDataVal);   
  
}  
destination.setMapData(new_mapData);   
} else {destination.setMapData(null);  
}  
destination.setP1(((java.lang.Integer)source.getP1()));   
destination.setP2(((java.lang.Long)source.getP2()));   
destination.setP3(((java.lang.Byte)source.getP3()));   
destination.setPattr1(((java.lang.String)source.getPattr1()));   
if (!(((java.lang.String)source.getSeq()) == null)){destination.setSeq(((java.lang.Long)((ma.glasnost.orika.Converter)usedConverters[3]).convert(((java.lang.String)source.getSeq()), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), mappingContext)));   
} else {destination.setSeq(null);  
 }  
  if(customMapper != null) {customMapper.mapAtoB(source, destination, mappingContext);  
  }  
 }  
  
 public void mapBtoA(java.lang.Object a, java.lang.Object b, ma.glasnost.orika.MappingContext mappingContext) {super.mapBtoA(a, b, mappingContext);  
  
  
// sourceType: TargetVO  
beanmapper_compare.vo.TargetVO source = ((beanmapper_compare.vo.TargetVO)a);   
// destinationType: SourceVO  
beanmapper_compare.vo.SourceVO destination = ((beanmapper_compare.vo.SourceVO)b);   
  
  
destination.setFullName(((java.lang.String)source.getName()));   
if (!(((beanmapper_compare.vo.TargetVO.EnumType)source.getEnumType()) == null)){destination.setType(((java.lang.Integer)((ma.glasnost.orika.Converter)usedConverters[0]).convert(((beanmapper_compare.vo.TargetVO.EnumType)source.getEnumType()), ((ma.glasnost.orika.metadata.Type)usedTypes[3]), mappingContext)));   
} else {destination.setType(null);  
 }  
if (!(((java.util.Date)source.getDate1()) == null)){destination.setDate1(((java.util.Date)((ma.glasnost.orika.Converter)usedConverters[1]).convert(((java.util.Date)source.getDate1()), ((ma.glasnost.orika.metadata.Type)usedTypes[1]), mappingContext)));   
} else {destination.setDate1(null);  
 }if (!(((java.util.List)source.getListData()) == null)) {java.util.List new_listData = ((java.util.List)new java.util.ArrayList());   
  
new_listData.addAll(mapperFacade.mapAsList(((java.util.List)source.getListData()), ((ma.glasnost.orika.metadata.Type)usedTypes[3]), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), mappingContext));   
destination.setListData(new_listData);   
} else {if ( !(((java.util.List)destination.getListData()) == null)) {destination.setListData(null);  
};  
}if (!(((java.util.Map)source.getMapData()) == null)){java.util.Map new_mapData = ((java.util.Map)new java.util.LinkedHashMap());   
for(java.util.Iterator mapData_$_iter = ((java.util.Map)source.getMapData()).entrySet().iterator(); mapData_$_iter.hasNext();) {java.util.Map.Entry sourceMapDataEntry = ((java.util.Map.Entry)mapData_$_iter.next());   
java.lang.Long newMapDataKey = null;   
java.util.List newMapDataVal = null;   
if (!(((java.lang.Integer)sourceMapDataEntry.getKey()) == null)){newMapDataKey = ((java.lang.Long)((ma.glasnost.orika.Converter)usedConverters[2]).convert(((java.lang.Integer)sourceMapDataEntry.getKey()), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), mappingContext));   
} else {newMapDataKey = null;}  
if (!(((java.util.List)sourceMapDataEntry.getValue()) == null)) {java.util.List new_newMapDataVal = ((java.util.List)new java.util.ArrayList());   
  
new_newMapDataVal.addAll(mapperFacade.mapAsList(((java.util.List)sourceMapDataEntry.getValue()), ((ma.glasnost.orika.metadata.Type)usedTypes[4]), ((ma.glasnost.orika.metadata.Type)usedTypes[2]), mappingContext));   
newMapDataVal = new_newMapDataVal;   
} else {if ( !(newMapDataVal == null)) {newMapDataVal = null;};  
}  
new_mapData.put(newMapDataKey, newMapDataVal);   
  
}  
destination.setMapData(new_mapData);   
} else {destination.setMapData(null);  
}  
destination.setP1(((java.lang.Integer)source.getP1()));   
destination.setP2(((java.lang.Long)source.getP2()));   
destination.setP3(((java.lang.Byte)source.getP3()));   
destination.setPattr1(((java.lang.String)source.getPattr1()));   
if (!(((java.lang.Long)source.getSeq()) == null)){destination.setSeq(((java.lang.String)((ma.glasnost.orika.Converter)usedConverters[4]).convert(((java.lang.Long)source.getSeq()), ((ma.glasnost.orika.metadata.Type)usedTypes[5]), mappingContext)));   
} else {destination.setSeq(null);  
 }  
  if(customMapper != null) {customMapper.mapBtoA(source, destination, mappingContext);  
  }  
 }  
  
}  

这个 mapper 类就两个办法 mapAtoB 和 mapBtoA,从名字看猜到前者是负责 src -> dest 的映射,后者是负责 dest -> src 的映射。

好,咱们们看看实现的过程。

Orika 的应用跟 Dozer 的相似,首先通过配置生成一个 MapperFactory,再用MapperFacade 来作为映射的对立入口,这里 MapperFactoryMapperFacade都是单例的。mapperFactory 在做配置类映射时,只是注册了 ClassMap,还没有真正的生成 mapper 的字节码,是在第一次调用 getMapperFacade 办法时才初始化 mapper。上面看看 getMapperFacade。

(源码基于 ma.glasnost.orika:orika-core:1.5.4)

public MapperFacade getMapperFacade() {if (!isBuilt) {synchronized (mapperFacade) {if (!isBuilt) {build();  
            }  
        }  
    }  
    return mapperFacade;  
}  

利用注册的 ClassMap 信息和 MappingContext 上下文信息来结构 mapper

public synchronized void build() {if (!isBuilding && !isBuilt) {  
        isBuilding = true;  
          
        MappingContext context = contextFactory.getContext();  
        try {if (useBuiltinConverters) {BuiltinConverters.register(converterFactory);  
            }  
            converterFactory.setMapperFacade(mapperFacade);  
              
            for (Map.Entry<MapperKey, ClassMap<Object, Object>> classMapEntry : classMapRegistry.entrySet()) {ClassMap<Object, Object> classMap = classMapEntry.getValue();  
                if (classMap.getUsedMappers().isEmpty()) {classMapEntry.setValue(classMap.copyWithUsedMappers(discoverUsedMappers(classMap)));  
                }  
            }  

            buildClassMapRegistry();  
              
            Map<ClassMap<?, ?>, GeneratedMapperBase> generatedMappers = new HashMap<ClassMap<?, ?>, GeneratedMapperBase>();  
            // 重点看这里  
            // 在应用 mapperFactory 配置 classMap 时,会寄存在 classMapRegistry 里  
            for (ClassMap<?, ?> classMap : classMapRegistry.values()) {  
                // 对每个 classMap 生成一个 mapper,重点看 buildMapper 办法  
                generatedMappers.put(classMap, buildMapper(classMap, false, context));  
            }  
              
            Set<Entry<ClassMap<?, ?>, GeneratedMapperBase>> generatedMapperEntries = generatedMappers.entrySet();  
            for (Entry<ClassMap<?, ?>, GeneratedMapperBase> generatedMapperEntry : generatedMapperEntries) {buildObjectFactories(generatedMapperEntry.getKey(), context);  
                initializeUsedMappers(generatedMapperEntry.getValue(), generatedMapperEntry.getKey(), context);  
            }  
              
        } finally {contextFactory.release(context);  
        }  
          
        isBuilt = true;  
        isBuilding = false;  
    }  
}  
  
public Set<ClassMap<Object, Object>> lookupUsedClassMap(MapperKey mapperKey) {Set<ClassMap<Object, Object>> usedClassMapSet = usedMapperMetadataRegistry.get(mapperKey);  
    if (usedClassMapSet == null) {usedClassMapSet = Collections.emptySet();  
    }  
    return usedClassMapSet;  
}  

跟踪 buildMapper 办法

private GeneratedMapperBase buildMapper(ClassMap<?, ?> classMap, boolean isAutoGenerated, MappingContext context) {register(classMap.getAType(), classMap.getBType(), isAutoGenerated);  
    register(classMap.getBType(), classMap.getAType(), isAutoGenerated);  
      
    final MapperKey mapperKey = new MapperKey(classMap.getAType(), classMap.getBType());  
    // 调用 mapperGenerator 的 build 办法生成 mapper  
    final GeneratedMapperBase mapper = mapperGenerator.build(classMap, context);  
    mapper.setMapperFacade(mapperFacade);  
    mapper.setFromAutoMapping(isAutoGenerated);  
    if (classMap.getCustomizedMapper() != null) {final Mapper<Object, Object> customizedMapper = (Mapper<Object, Object>) classMap.getCustomizedMapper();  
        mapper.setCustomMapper(customizedMapper);  
    }  
    mappersRegistry.remove(mapper);  
    // 生成的 mapper 寄存到 mappersRegistry  
    mappersRegistry.add(mapper);  
    classMapRegistry.put(mapperKey, (ClassMap<Object, Object>) classMap);  
      
    return mapper;  
}  

MapperGenerator 的 build 办法

public GeneratedMapperBase build(ClassMap<?, ?> classMap, MappingContext context) {  
  
StringBuilder logDetails = null;  
try {compilerStrategy.assureTypeIsAccessible(classMap.getAType().getRawType());  
    compilerStrategy.assureTypeIsAccessible(classMap.getBType().getRawType());  
      
    if (LOGGER.isDebugEnabled()) {logDetails = new StringBuilder();  
        String srcName = TypeFactory.nameOf(classMap.getAType(), classMap.getBType());  
        String dstName = TypeFactory.nameOf(classMap.getBType(), classMap.getAType());  
        logDetails.append("Generating new mapper for (" + srcName + "," + dstName + ")");  
    }  
      
    // 构建用来生成源码及字节码的上下文  
    final SourceCodeContext mapperCode = new SourceCodeContext(classMap.getMapperClassName(), GeneratedMapperBase.class, context,  
            logDetails);  
      
    Set<FieldMap> mappedFields = new LinkedHashSet<FieldMap>();  
    // 减少 mapAtoB 办法  
    mappedFields.addAll(addMapMethod(mapperCode, true, classMap, logDetails));  
    // 减少 mapBtoA 办法  
    //addMapMethod 办法根本就是手写代码的过程,有趣味的读者能够看看  
    mappedFields.addAll(addMapMethod(mapperCode, false, classMap, logDetails));  
      
    // 生成一个 mapper 实例  
    GeneratedMapperBase instance = mapperCode.getInstance();  
    instance.setAType(classMap.getAType());  
    instance.setBType(classMap.getBType());  
    instance.setFavorsExtension(classMap.favorsExtension());  
      
    if (logDetails != null) {LOGGER.debug(logDetails.toString());  
        logDetails = null;  
    }  
      
    classMap = classMap.copy(mappedFields);  
    context.registerMapperGeneration(classMap);  
      
    return instance;  
      
} catch (final Exception e) {if (logDetails != null) {logDetails.append("\n<---- ERROR occurred here");  
        LOGGER.debug(logDetails.toString());  
    }  
    throw new MappingException(e);  
}  

生成 mapper 实例

T instance = (T) compileClass().newInstance();  
  
protected Class<?> compileClass() throws SourceCodeGenerationException {  
    try {return compilerStrategy.compileClass(this);  
    } catch (SourceCodeGenerationException e) {throw e;}  
}  

这里的 compilerStrategy 的默认是用 Javassist(你也能够自定义生成字节码的策略)

JavassistCompilerStrategy 的 compileClass 办法

这基本上就是一个应用 Javassist 的过程,通过后面的各种铺垫(通过配置信息、上下文信息、拼装 java 源代码等等),终于来到这一步

public Class<?> compileClass(SourceCodeContext sourceCode) throws SourceCodeGenerationException {StringBuilder className = new StringBuilder(sourceCode.getClassName());  
    CtClass byteCodeClass = null;  
    int attempts = 0;  
    Random rand = RANDOM;  
    while (byteCodeClass == null) {  
        try {  
            // 创立一个类  
            byteCodeClass = classPool.makeClass(className.toString());  
        } catch (RuntimeException e) {if (attempts < 5) {className.append(Integer.toHexString(rand.nextInt()));  
            } else {  
                // No longer likely to be accidental name collision;  
                // propagate the error  
                throw e;  
            }  
        }  
    }  
      
    CtClass abstractMapperClass;  
    Class<?> compiledClass;  
      
    try {  
        // 把源码写到磁盘(通过下面提到的配置)writeSourceFile(sourceCode);  
          
        Boolean existing = superClasses.put(sourceCode.getSuperClass(), true);  
        if (existing == null || !existing) {classPool.insertClassPath(new ClassClassPath(sourceCode.getSuperClass()));  
        }  
          
        if (registerClassLoader(Thread.currentThread().getContextClassLoader())) {classPool.insertClassPath(new LoaderClassPath(Thread.currentThread().getContextClassLoader()));  
        }  
          
        abstractMapperClass = classPool.get(sourceCode.getSuperClass().getCanonicalName());  
        byteCodeClass.setSuperclass(abstractMapperClass);  
          
        // 减少字段  
        for (String fieldDef : sourceCode.getFields()) {  
            try {byteCodeClass.addField(CtField.make(fieldDef, byteCodeClass));  
            } catch (CannotCompileException e) {LOG.error("An exception occurred while compiling:" + fieldDef + "for" + sourceCode.getClassName(), e);  
                throw e;  
            }  
        }  
          
        // 减少办法,这里次要就是 mapAtoB 和 mapBtoA 办法  
        // 间接用源码通过 Javassist 往类“加”办法  
        for (String methodDef : sourceCode.getMethods()) {  
            try {byteCodeClass.addMethod(CtNewMethod.make(methodDef, byteCodeClass));  
            } catch (CannotCompileException e) {  
                LOG.error(  
                        "An exception occured while compiling the following method:\n\n" + methodDef + "\n\n for"  
                                + sourceCode.getClassName() + "\n", e);  
                throw e;  
            }  
              
        }  
        // 生成类  
        compiledClass = byteCodeClass.toClass(Thread.currentThread().getContextClassLoader(), this.getClass().getProtectionDomain());  
          
        // 字节码文件写磁盘  
        writeClassFile(sourceCode, byteCodeClass);  
          
    } catch (NotFoundException e) {throw new SourceCodeGenerationException(e);  
    } catch (CannotCompileException e) {throw new SourceCodeGenerationException("Error compiling" + sourceCode.getClassName(), e);  
    } catch (IOException e) {throw new SourceCodeGenerationException("Could not write files for" + sourceCode.getClassName(), e);  
    }  
      
    return compiledClass;  
}  

好,mapper 类生成了,当初就看在调用 MapperFacade 的 map 办法是如何应用这个 mapper 类的。

其实很简略,还记得生成的 mapper 是放到 mappersRegistry 吗,跟踪代码,在 resolveMappingStrategy 办法依据 typeA 和 typeB 在 mappersRegistry 找到 mapper,在调用 mapper 的 mapAtoB 或 mapBtoA 办法即可。

小结

总体来说,Orika 是一个功能强大的而且性能很高的工具,举荐应用。

总结

通过对 BeanUtils、BeanCopier、Dozer、Orika 这几个工具的比照,咱们得悉了它们的性能以及实现原理。在应用时,咱们能够依据本人的理论状况抉择,举荐应用 Orika。

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