关于自动映射在项目中的具体落地（dozer）

项目开发过程中，经常需要编写model之间的转换，最常见的有：

• 实体转DTO
• DTO转实体

等操作,故为了简化代码的开发工作，需要简化对象属性之间复制的步骤，目前有两种解决方案，一种是定义converter 使用手写或插件生成，对各个属性进行set方法的设置。

IDEA提供GenerateAllSetter插件，可帮助我们快速生成上述代码。

另一中方案是使用自动映射框架进行属性的自动设置，基本有两种方向，一种是基于反射进行的，另一中是进行预编译生成相关代码，当然了 后一种在项目运行中效率是最高的。但是我们下面讲解的具体落地 使用的是基于反射实现的框架 dozer。

具体落地

引入maven

 <dependency>
     <groupId>net.sf.dozer</groupId>
     <artifactId>dozer</artifactId>
     <version>5.5.1</version>
</dependency>

创建 SmartMapper接口

定义接口

public interface SmartMapper {
    
    /**
     * 创建指定类型的对象
     *
     * @param source
     * @param destinationClass
     * @param <T>
     * @return
     * @throws SmartMapperException
     */
    <T> T map(Object source, Class<T> destinationClass) throws SmartMapperException;

    /**
     * 进行属性的赋值
     *
     * @param source      object to convert from
     * @param destination object to convert to
     * @throws SmartMapperException mapping failure
     */
    void map(Object source, Object destination) throws SmartMapperException;

    /**
     * 映射集合
     * @param source
     * @param destinationClass
     * @param <T>
     * @return
     * @throws SmartMapperException
     */
    <T> List<T> mapList(List<Object> source,Class<T> destinationClass) throws SmartMapperException;


    /**
     * 映射集合
     * @param source
     * @param destination
     * @throws SmartMapperException
     */
    void map(List<Object> source, List<Object> destination) throws SmartMapperException;


}

创建DozerBeanMapper 的包装器 并实现SmartMapper

public class SmartDozerMapper implements SmartMapper {
    

    private DozerBeanMapper dozerBeanMapper = new DozerBeanMapper();

    private DozerBuilder.ConfigurationBuilder config;
	/*自定义属性 映射配置 和自定义类型转化器*/
    public void addBeanMapping(SmartBeanMapping beanMapping) {
    

        try {
    
            dozerBeanMapper.addMapping(new SmartBeanMappingBuilder() {
    

                @Override
                protected void configure() {
    
                    TypeMappingBuilder typeMappingBuilder = mapping(beanMapping.getSrcType(), beanMapping.getDestType());
                    List<SmartFieldMapping> fieldMappingList = beanMapping.getFieldMappings();
                    for (SmartFieldMapping fieldMapping : fieldMappingList) {
    
                        if (fieldMapping.getTypeConverter() == null) {
    
                            typeMappingBuilder.fields(fieldMapping.getSrcFieldName(), fieldMapping.getDestFieldName());
                        } else {
    
                            SmartFieldCustomConverter.addFieldTypeConverter(beanMapping.getSrcType(), beanMapping.getDestType(), fieldMapping.getSrcFieldName(), fieldMapping.getDestFieldName(), fieldMapping.getTypeConverter());
                            String parameter = beanMapping.getSrcType().getName() + "," + beanMapping.getDestType().getName() + "|" + fieldMapping.getSrcFieldName() + "," + fieldMapping.getDestFieldName();
                            typeMappingBuilder.fields(fieldMapping.getSrcFieldName(), fieldMapping.getDestFieldName(), customConverter(SmartFieldCustomConverter.class, parameter));
                        }
                    }
                }
            });
        } catch (Exception e) {
    
            throw new SmartMapperException(e.getMessage(), e);
        }

    }
	/*
		全局类型转换器
	*/
    public void addCustomConterver(SmartTypeConverter converter) {
    
        Pair<Class, Class> typeConverterKey = ResolveTypeUtils.resolveTypeConverterKey(converter.getClass());
        SmartCustomConverter.addSmartTypeConverter(converter);
        if(config == null) {
    
            dozerBeanMapper.addMapping(new SmartBeanMappingBuilder() {
    
                @Override
                protected void configure() {
    
                    config = this.getDozerBuilder().configuration();
                }
            });
            config.customConverter(SmartCustomConverter.class).classA(typeConverterKey.getKey()).classB(typeConverterKey.getValue());
        }
    }

一下功能还是交给dozerBeanMapper去提供
    @Override
    public <T> T map(Object source, Class<T> destinationClass) throws SmartMapperException {
    
        try {
    
            return dozerBeanMapper.map(source, destinationClass);
        }catch (MappingException e) {
    
            throw  new SmartMapperException(e.getMessage(),e);
        }
    }

    @Override
    public void map(Object source, Object destination) throws SmartMapperException {
    
        try {
    
            dozerBeanMapper.map(source,destination);
        }catch (MappingException e) {
    
            throw  new SmartMapperException(e.getMessage(),e);
        }
    }

    @Override
    public <T> List<T> mapList(List<Object> source, Class<T> destinationClass) throws SmartMapperException {
    
        if(source == null) {
    
            return null;
        }
        try {
    
            List<T> ret = new ArrayList<>();
            for (Object element : source) {
    
                T des = map(element, destinationClass);
                ret.add(des);
            }
            return ret;
        }catch (MappingException e) {
    
            throw  new SmartMapperException(e.getMessage(),e);
        }
    }

    @Override
    public void map(List<Object> source, List<Object> destination) throws SmartMapperException {
    
        if(source == null) {
    
            return;
        }
        try {
    
            for (int i = 0; i < source.size(); i++) {
    
                map(source.get(i), destination.get(i));
            }
        }catch (MappingException e) {
    
            throw  new SmartMapperException(e.getMessage(),e);
        }
    }
}


public abstract class SmartBeanMappingBuilder extends BeanMappingBuilder {
    


    //对外暴露config
    protected DozerBuilder getDozerBuilder() throws SmartMapperException {
    
        try {
    

            Field dozerBuilder =
                    this.getClass().getSuperclass().getSuperclass().getDeclaredField("dozerBuilder");
            dozerBuilder.setAccessible(true);
            return (DozerBuilder) dozerBuilder.get(this);
        }catch (Exception e) {
    
            throw new SmartMapperException(e.getMessage(),e);
        }
    }

}

全局类型转化器的实现

public class SmartCustomConverter implements CustomConverter{
    

    private static Map<Pair<Class,Class>, SmartTypeConverter> smartTypeConverterHashMap = new HashMap<>();

    private static Class<?>[] superClassArray = new Class<?>[]{
    Enumerable.class};


    @Override
    public Object convert(Object existingDestinationFieldValue, Object sourceFieldValue, Class<?> destinationClass, Class<?> sourceClass) {
    
        SmartTypeConverter smartTypeConverter = getTypeConverter(destinationClass,sourceClass);
        if(smartTypeConverter != null) {
    
            return smartTypeConverter.convert(existingDestinationFieldValue,sourceFieldValue,destinationClass,sourceClass);
        }
        return existingDestinationFieldValue;
    }

    public static void addSmartTypeConverter(SmartTypeConverter smartTypeConverter) {
    
        //解析出smartCustom 的源类和目标类
        smartTypeConverterHashMap.put(ResolveTypeUtils.resolveTypeConverterKey(smartTypeConverter.getClass()),smartTypeConverter);
    }


    private SmartTypeConverter getTypeConverter(Class<?> destinationClass, Class<?> sourceClass) {
    
        // 针对Enumerable类型特殊处理下
        Class<?> destClass = convertClass(destinationClass);
        Class<?> srcClass = convertClass(sourceClass);

        SmartTypeConverter typeConverter = smartTypeConverterHashMap.get(new Pair<>(srcClass, destClass));
        return typeConverter;
    }

    private Class<?> convertClass(Class<?> orgiClass) {
    
        Class<?> targetClass = orgiClass;
        for (Class<?> each : superClassArray) {
    
            if (each.isAssignableFrom(targetClass)) {
    
                targetClass = each;
                break;
            }
        }
        return targetClass;
    }

}

自定义字段的转化器实现

public class SmartFieldCustomConverter implements ConfigurableCustomConverter {
    
    private static Map<Pair<Class, Class>, Map<Pair<String, String>, SmartTypeConverter>> fieldTypeConverterMap = new ConcurrentHashMap<>();

    private Class baseSrcType;

    private Class baseDestType;

    private String srcFieldName;

    private String destFieldName;

    private SmartTypeConverter typeConverter;

    public SmartFieldCustomConverter() {
    

    }

    public static void addFieldTypeConverter(Class srcType, Class destType, String srcFieldName, String destFieldName, SmartTypeConverter typeConverter) {
    
        Pair<Class, Class> srcDestClassKey = new Pair<>(srcType, destType);

        Map<Pair<String, String>, SmartTypeConverter> fieldMap = fieldTypeConverterMap.get(srcDestClassKey);
        if (fieldMap == null) {
    
            fieldMap = new ConcurrentHashMap<>();
            fieldTypeConverterMap.put(srcDestClassKey, fieldMap);
        }
        fieldMap.put(new Pair<>(srcFieldName, destFieldName), typeConverter);
    }

    @Override
    public Object convert(Object existingDestinationFieldValue, Object sourceFieldValue, Class<?> destinationClass, Class<?> sourceClass) {
    
        if (typeConverter == null) {
    
            initTypeConverter();
        }

        if (typeConverter != null) {
    
            return typeConverter.convert(existingDestinationFieldValue, sourceFieldValue, destinationClass, sourceClass);
        }

        return existingDestinationFieldValue;
    }

    private void initTypeConverter() {
    
        Map<Pair<String, String>, SmartTypeConverter> fieldMap = fieldTypeConverterMap.get(new Pair<>(baseSrcType, baseDestType));
        if (fieldMap != null) {
    
            typeConverter = fieldMap.get(new Pair<>(srcFieldName, destFieldName));
        }
    }

    @Override
    public void setParameter(String parameter) {
    
        // srcClassName,destClassName|srcFieldName,destFieldName
        try {
    
            String[] classFieldArray = parameter.split("\\|");
            String[] classArray = classFieldArray[0].split(",");
            String[] fieldArray = classFieldArray[1].split(",");

            baseSrcType = Class.forName(classArray[0]);
            baseDestType = Class.forName(classArray[1]);
            srcFieldName = fieldArray[0];
            destFieldName = fieldArray[1];

            initTypeConverter();
        } catch (Exception e) {
    
            throw new SmartMapperException(e.getMessage(), e);
        }
    }
}

SmartTypeConverter

public interface SmartTypeConverter<S, D> {
    

    /**
     * 转换源对象为目标对象
     *
     * @param existingDest 目标对象所属类中已经存在的值
     * @param src          源对象
     * @param destClass    目标类
     * @param srcClass     源类
     * @return 目标对象
     */
    D convert(D existingDest, S src, Class<D> destClass, Class<S> srcClass);

}

自定义映射的封装

SmartBeanMapping

public class SmartBeanMapping<S, D>  {
    
    private Class<S> srcType;

    private Class<D> destType;

    private List<SmartFieldMapping> fieldMappingList = new ArrayList<>();

    private SmartBeanMapping(Class<S> srcType, Class<D> destType) {
    
        this.srcType = srcType;
        this.destType =  destType;
    }

    public static <S, D> SmartBeanMapping<S, D> create(Class<S> srcType, Class<D> destType) {
    
        return new SmartBeanMapping(srcType, destType);
    }

    public SmartBeanMapping fields(String srcFieldName, String destFieldName) {
    
        fields(srcFieldName, destFieldName, null);

        return this;
    }

    public SmartBeanMapping fields(String srcFieldName, SmartTypeConverter typeConverter) {
    
        fields(srcFieldName, null, typeConverter);

        return this;
    }

    public SmartBeanMapping fields(String srcFieldName, String destFieldName, SmartTypeConverter typeConverter) {
    
        SmartFieldMapping fieldMapping = SmartFieldMapping.create(srcFieldName, destFieldName, typeConverter);
        fieldMappingList.add(fieldMapping);

        return this;
    }

    public List<SmartFieldMapping> getFieldMappings() {
    
        return fieldMappingList;
    }

    public List<SmartFieldMapping> getFieldMappings(String srcFieldName) {
    
        List<SmartFieldMapping> srcFieldMappingList = new ArrayList<>();
        for (SmartFieldMapping each : fieldMappingList) {
    
            if (each.getSrcFieldName().equals(srcFieldName)) {
    
                srcFieldMappingList.add(each);
            }
        }

        return srcFieldMappingList;
    }

    public SmartFieldMapping getFieldMapping(String srcFieldName) {
    
        List<SmartFieldMapping> fieldMappingList = getFieldMappings(srcFieldName);
        if (fieldMappingList != null && fieldMappingList.size() > 0) {
    
            return fieldMappingList.get(0);
        }
        return null;
    }

    public Class<S> getSrcType() {
    
        return srcType;
    }

    public Class<D> getDestType() {
    
        return destType;
    }
}

SmartFieldMapping

public class SmartFieldMapping {
    
    private String srcFieldName;

    private String destFieldName;

    private Class srcFieldType;

    private Class destFieldType;

    private SmartTypeConverter typeConverter;

    private SmartFieldMapping(String srcFieldName, String destFieldName) {
    
        this(srcFieldName, destFieldName, null);
    }

    private SmartFieldMapping(String srcFieldName, SmartTypeConverter typeConverter) {
    
        this(srcFieldName, null, typeConverter);
    }

    private SmartFieldMapping(String srcFieldName, String destFieldName, SmartTypeConverter typeConverter) {
    
        this.srcFieldName = srcFieldName;
        if (destFieldName == null) {
    
            this.destFieldName = srcFieldName;
        } else {
    
            this.destFieldName = destFieldName;
        }

        if (typeConverter != null) {
    
            this.typeConverter = typeConverter;
            Pair<Class, Class> srcDestKey = ResolveTypeUtils.resolveTypeConverterKey(typeConverter.getClass());
            this.srcFieldType = srcDestKey.getKey();
            this.destFieldType = srcDestKey.getValue();
        }
    }

    public static SmartFieldMapping create(String srcFieldName, String destFieldName) {
    
        return new SmartFieldMapping(srcFieldName, destFieldName);
    }

    public static SmartFieldMapping create(String srcFieldName, SmartTypeConverter typeConverter) {
    
        return new SmartFieldMapping(srcFieldName, typeConverter);
    }

    public static SmartFieldMapping create(String srcFieldName, String destFieldName, SmartTypeConverter typeConverter) {
    
        return new SmartFieldMapping(srcFieldName, destFieldName, typeConverter);
    }

    public String getSrcFieldName() {
    
        return srcFieldName;
    }

    public String getDestFieldName() {
    
        return destFieldName;
    }

    public Class getSrcFieldType() {
    
        return srcFieldType;
    }

    public Class getDestFieldType() {
    
        return destFieldType;
    }

    public SmartTypeConverter getTypeConverter() {
    
        return typeConverter;
    }
}

#### 工具类

public class ResolveTypeUtils {
    
    public static Pair<Class, Class> resolveTypeConverterKey(Class<?> typeConvereterType) {
    
        try {
    
            Type typeConverterInterface = getInterface(typeConvereterType);
            Type[] srcDestTypeArray = ((ParameterizedType) typeConverterInterface).getActualTypeArguments();


            return new Pair<>(getClass(srcDestTypeArray[0]), getClass(srcDestTypeArray[1]));
        } catch (Exception e) {
    
            throw new IllegalStateException("typeConvereterType is invalid:" + e.getMessage(), e);
        }
    }

    private static Class getClass(Type type) {
    
        if (type instanceof Class) {
    
            return (Class) type;
        }
        return (Class) ((ParameterizedType) type).getRawType();
    }

    private static Type getInterface(Class<?> typeConvereterType) {
    
        if (typeConvereterType == null || Object.class.equals(typeConvereterType)) {
    
            // 到头了
            return null;
        }

        Type typeConverterInterface = getTypeConverterInterface(typeConvereterType);
        if (typeConverterInterface == null) {
    
            return getInterface(typeConvereterType.getSuperclass());
        }

        return typeConverterInterface;
    }

    private static Type getTypeConverterInterface(Class<?> typeConvereterType) {
    
        Type[] interfaces = typeConvereterType.getGenericInterfaces();
        if (interfaces == null) {
    
            return null;
        }

        for (Type each : interfaces) {
    
            if (each != null && each instanceof ParameterizedType && SmartTypeConverter.class.equals(((ParameterizedType) each).getRawType())) {
    
                return each;
            }
        }
        return null;
    }
}

具体使用

public class EnumTDConverter implements SmartTypeConverter<Enumerable, DictionaryItemDto> {
    

    @Override
    public DictionaryItemDto convert(DictionaryItemDto existingDest, Enumerable src, Class<DictionaryItemDto> destClass, Class<Enumerable> srcClass) {
    
        if(src != null) {
    
            DictionaryItemDto dto = new DictionaryItemDto();
            dto.setCode(src.getCode());
            dto.setCodeString(src.getCodeString());
            return dto;
        }
        return null;
    }
}

@Configuration
public class SmartMapperConfig {
    


    @Bean
    public SmartMapper createSmartMapper() {
    
        SmartDozerMapper smartDozerMapper = new SmartDozerMapper();
        
        //全局类型转化器
        smartDozerMapper.addCustomConterver(new EnumTDConverter());


        //自定义类型添加属性字段映射
        smartDozerMapper.addBeanMapping(create());

        return smartDozerMapper;
    }

    private SmartBeanMapping create() {
    
        return SmartBeanMapping.create(User.class, UserResponse.class).fields("userType","dictionaryItemDto");
    }
}

@SpringBootTest(classes = MybatislearnApplication.class)
@RunWith(SpringRunner.class)
@Slf4j
public class MybatislearnApplicationTests {
    

    @Autowired
    private SmartMapper smartMapper;

    @Test
    public void test() {
    
        User user = new User();
        user.setUserType(UserType.NORMAL_USER);
        UserResponse map = smartMapper.map(user, UserResponse.class);
        System.out.println(map);
    }
}

项目gitee 地址

learn: 技术实现 (gitee.com)

目前项目中用到的自定义类型转化器有65中，压缩出来供大家使用

converter实现资源-CSDN文库