对象属性转换利器之MapStruct

对象属性转换利器之MapStruct

日常开发中，我们时常会写很多关于PO转VO的代码或者是VO转DTO相关的代码，造成我们的程序异常的臃肿。
如下：

    public static ParkinglotVO DTOCastToVO(ParkinglotDTO parkinglotDTO) {
    
    
        ParkinglotVO parkinglotVO = new ParkinglotVO();
        parkinglotVO.address = parkinglotDTO.getContent().getName().getAddress();
        parkinglotVO.distance = parkinglotDTO.getDistance().getValue();
        parkinglotVO.lat = parkinglotDTO.getContent().getName().getLat();
        parkinglotVO.lon = parkinglotDTO.getContent().getName().getLon();
        parkinglotVO.parkinglotId = parkinglotDTO.getContent().getName().getParkinglotId();
        parkinglotVO.isReservation = parkinglotDTO.getContent().getName().getIsReservation();
        parkinglotVO.parkinglotName = parkinglotDTO.getContent().getName().getParkinglotName();
        parkinglotVO.totalPlaces = parkinglotDTO.getContent().getName().getTotalPlaces();
        parkinglotVO.isSupportAgv = parkinglotDTO.getContent().getName().getIsSupportAgv();
        parkinglotVO.isSpaceSearch = parkinglotDTO.getContent().getName().getIsSpaceSearch();
        parkinglotVO.photo = parkinglotDTO.getContent().getName().getPhoto();
        parkinglotVO.photoMin = parkinglotDTO.getContent().getName().getPhotoMin();
        parkinglotVO.isSupportCharging = parkinglotDTO.getContent().getName().getIsSupportCharging();
        parkinglotVO.chargingNum = parkinglotDTO.getContent().getName().getChargingNum();
        parkinglotVO.isSub = parkinglotDTO.getContent().getName().getIsSub();
        parkinglotVO.isSupportNormal=parkinglotDTO.getContent().getName().getIsSupportNormal();
        return parkinglotVO;
    }

编写这种代码既耗时，又没有什么营养，但是又不能不写。
Spring和Apache给我们提供了BeatUtils工具了，可以通过

    public static void copyProperties(Object source, Object target) throws BeansException {
    
    
        copyProperties(source, target, null, (String[]) null);
    }

实现对象之间属性的拷贝，但是这种方式缺点也很明显，他的实现机制是通过反射，导致拷贝属性的花费时间较长，性能很低。“阿里巴巴编码规范”也有提尽量避免使用BeanUtils工具。

使用MapStruct

MapStruct很优雅的帮我们解决了这个问题

MapStruct

官网: https://mapstruct.org/
github: https://github.com/mapstruct/mapstruct
文档：https://mapstruct.org/documentation/stable/reference/html/

使用mapStruct

确保你的JDK版本是JDK8或者更高

引入依赖

<properties>
    <mapstruct.version>1.3.1.Final</mapstruct.version>
</properties>
<dependencies>
    <dependency>
        <groupId>org.mapstruct</groupId>
        <artifactId>mapstruct</artifactId>
        <version>${mapstruct.version}</version>
    </dependency>
    <dependency>
        <groupId>org.mapstruct</groupId>
        <artifactId>mapstruct-jdk8</artifactId>
        <version>${mapstruct.version}</version>
    </dependency>
    <dependency>
        <groupId>org.mapstruct</groupId>
        <artifactId>mapstruct-processor</artifactId>
        <version>${mapstruct.version}</version>
    </dependency>
</dependencies>

实体类举例

1. Person

@Data
public class Person {
    
    
    private Integer age;
    private String fullname;
}

2.PersonDTO

@Data
public class PersonDTO {
    
    
    private Integer age;
    private String name;
}

3.Engine

@Data
public class Engine {
    
    
    private Integer horsePower;
    private Integer fuel;
}

4.EngineDTO

@Data
public class EngineDTO {
    
    
    private Integer horsePower;
    private Integer fuel;
}

5.Car

@Data
public class Car {
    
    
    private Integer make;
    private Integer numberOfSeats;
    private Engine engine;
}

6.CarDTO

@Data
public class CarDTO {
    
    
    private Integer manufacturer;
    private Integer seatCount;
    private EngineDTO engine;
    private PersonDTO person;
}

定义映射器

注意：此处使用的注解全都是org.mapstruct不要引错

@Mapper
public interface CarMap {
    
    

    @Mapping(source = "make", target = "manufacturer")
    @Mapping(source = "numberOfSeats", target = "seatCount")
    CarDTO carToCarDto(Car car);

    @Mapping(source = "fullname", target = "name")
    PersonDTO personToPersonDto(Person person);
}

如果你的DTO和实体类中的字段名称是一致的，只需要写方法签名即可，不需要写任何代码。
如果参数名称有变化，需要使用@Mapping注解，source为原参数名称，target为转换后的类的参数名称。
编译后，会在同级目录生成实现类，如下：

@Generated(
    value = "org.mapstruct.ap.MappingProcessor",
    date = "2021-10-28T12:00:00+0800",
    comments = "version: 1.3.1.Final, compiler: javac, environment: Java 1.8.0_241 (Oracle Corporation)"
)
public class CarMapImpl implements CarMap {
    
    

    @Override
    public CarDTO carToCarDto(Car car) {
    
    
        if ( car == null ) {
    
    
            return null;
        }

        CarDTO carDTO = new CarDTO();

        carDTO.setSeatCount( car.getNumberOfSeats() );
        carDTO.setManufacturer( car.getMake() );
        carDTO.setEngine( engineToEngineDTO( car.getEngine() ) );

        return carDTO;
    }

    @Override
    public PersonDTO personToPersonDto(Person person) {
    
    
        if ( person == null ) {
    
    
            return null;
        }

        PersonDTO personDTO = new PersonDTO();

        personDTO.setName( person.getFullname() );
        personDTO.setAge( person.getAge() );

        return personDTO;
    }

    protected EngineDTO engineToEngineDTO(Engine engine) {
    
    
        if ( engine == null ) {
    
    
            return null;
        }

        EngineDTO engineDTO = new EngineDTO();

        engineDTO.setHorsePower( engine.getHorsePower() );
        engineDTO.setFuel( engine.getFuel() );

        return engineDTO;
    }
}

多个源参数的映射方法

dto的类中，CarDTO的属性=Car+Person的属性，这难不倒mapStruct他支持传递多个源数据

    @Mapping(source = "car.make", target = "manufacturer")
    @Mapping(source = "car.numberOfSeats", target = "seatCount")
    CarDTO carToCarDto(Car car,Person person);

值得注意的是，我们@Mapping中写的映射此时需要指定那个对象的，使用对象名.属性名
编译后结果

    public CarDTO carToCarDto(Car car, Person person) {
    
    
        if ( car == null && person == null ) {
    
    
            return null;
        }
        CarDTO carDTO = new CarDTO();
        if ( car != null ) {
    
    
            carDTO.setSeatCount( car.getNumberOfSeats() );
            carDTO.setManufacturer( car.getMake() );
            carDTO.setEngine( engineToEngineDTO( car.getEngine() ) );
        }
        if ( person != null ) {
    
    
            carDTO.setPerson( personToPersonDto( person ) );
        }
        return carDTO;
    }

向映射器添加自定义方法

在某些情况下，可能需要手动实现从一种类型到另一种类型的特定映射，而MapStruct无法生成这种映射。解决此问题的一种方法是在另一个类上实现自定义方法，然后该类由MapStruct生成的映射器使用。
eg: 手动编写Person属性映射

@Mapper
public interface CarMap {
    
    

    @Mapping(source = "car.make", target = "manufacturer")
    @Mapping(source = "car.numberOfSeats", target = "seatCount")
    CarDTO carToCarDto(Car car,Person person);

   default PersonDTO personToPersonDto(Person person){
    
    
       if(Objects.isNull(person)){
    
    
           return null;
       }
       PersonDTO personDTO = new PersonDTO();
       personDTO.setName(person.getFullname());
       personDTO.setAge(person.getAge());
       return personDTO;
   }

}

编译后的实现类：

@Generated(
    value = "org.mapstruct.ap.MappingProcessor",
    date = "2021-10-28T12:00:05+0800",
    comments = "version: 1.3.1.Final, compiler: javac, environment: Java 1.8.0_241 (Oracle Corporation)"
)
public class CarMapImpl implements CarMap {
    
    

    @Override
    public CarDTO carToCarDto(Car car, Person person) {
    
    
        if ( car == null && person == null ) {
    
    
            return null;
        }

        CarDTO carDTO = new CarDTO();

        if ( car != null ) {
    
    
            carDTO.setSeatCount( car.getNumberOfSeats() );
            carDTO.setManufacturer( car.getMake() );
            carDTO.setEngine( engineToEngineDTO( car.getEngine() ) );
        }
        if ( person != null ) {
    
    
            carDTO.setPerson( personToPersonDto( person ) );
        }

        return carDTO;
    }

    protected EngineDTO engineToEngineDTO(Engine engine) {
    
    
        if ( engine == null ) {
    
    
            return null;
        }

        EngineDTO engineDTO = new EngineDTO();

        engineDTO.setHorsePower( engine.getHorsePower() );
        engineDTO.setFuel( engine.getFuel() );

        return engineDTO;
    }
}

嵌套映射

修改一下CarDTO类,将Engine类的属性直接暴露在CarDTO类里面，此时原Car对象中Engine是以对象的形式存在。我们可以通过@Mapping手动指定字段映射

@Data
public class CarDTO {
    
    
    private Integer manufacturer;
    private Integer seatCount;
    private Integer horsePower;
    private Integer fuel;
//    private EngineDTO engine;
    private PersonDTO person;
}

通过对象名.属性的形式指定映射

    @Mapping(source = "engine.horsePower", target = "horsePower")
    @Mapping(source = "engine.fuel", target = "fuel")
    @Mapping(source = "make", target = "manufacturer")
    @Mapping(source = "numberOfSeats", target = "seatCount")
    CarDTO carToCarDto(Car car);

编译后结果

public CarDTO carToCarDto(Car car) {
    
    
        if ( car == null ) {
    
    
            return null;
        }

        CarDTO carDTO = new CarDTO();

        carDTO.setHorsePower( carEngineHorsePower( car ) );
        carDTO.setSeatCount( car.getNumberOfSeats() );
        carDTO.setFuel( carEngineFuel( car ) );
        carDTO.setManufacturer( car.getMake() );

        return carDTO;
    }

    private Integer carEngineHorsePower(Car car) {
    
    
        if ( car == null ) {
    
    
            return null;
        }
        Engine engine = car.getEngine();
        if ( engine == null ) {
    
    
            return null;
        }
        Integer horsePower = engine.getHorsePower();
        if ( horsePower == null ) {
    
    
            return null;
        }
        return horsePower;
    }

    private Integer carEngineFuel(Car car) {
    
    
        if ( car == null ) {
    
    
            return null;
        }
        Engine engine = car.getEngine();
        if ( engine == null ) {
    
    
            return null;
        }
        Integer fuel = engine.getFuel();
        if ( fuel == null ) {
    
    
            return null;
        }
        return fuel;
    }

更新现有的Bean实例

在某些情况下，你需要的映射不会创建目标类型的新实例，而是更新该类型的现有实例。可以通过为目标对象添加一个参数并使用@MappingTarget将其标记来实现这种映射

    @Mapping(target = "make", source = "manufacturer")
    @Mapping(target = "numberOfSeats", source = "seatCount")
    void updateCarFromDto(CarDTO carDTO,@MappingTarget Car car);

编译后

@Override
    public void updateCarFromDto(CarDTO carDTO, Car car) {
    
    
        if ( carDTO == null ) {
    
    
            return;
        }

        car.setMake( carDTO.getManufacturer() );
        car.setNumberOfSeats( carDTO.getSeatCount() );
        if ( carDTO.getEngine() != null ) {
    
    
            if ( car.getEngine() == null ) {
    
    
                car.setEngine( new Engine() );
            }
            engineDTOToEngine( carDTO.getEngine(), car.getEngine() );
        }
        else {
    
    
            car.setEngine( null );
        }
    }

    protected void engineDTOToEngine(EngineDTO engineDTO, Engine mappingTarget) {
    
    
        if ( engineDTO == null ) {
    
    
            return;
        }

        mappingTarget.setHorsePower( engineDTO.getHorsePower() );
        mappingTarget.setFuel( engineDTO.getFuel() );
    }

该updateCarFromDto()方法生成的代码将给定CarDTO对象的属性值传递给car实例。

使用映射器

直接使用

@Mapper
public interface CarMap {
    
    
    CarMap CAR_MAP = Mappers.getMapper(CarMap.class);
}

整合Spring

设置componentModel = "spring"，需要使用的地方直接通过@Resource注入即可

@Mapper(componentModel = "spring")
public interface CarMap {
    
    
...
}

数据类型转换

隐式类型转换

在许多情况下，MapStruct会自动处理类型转换。例如，如果某个属性在源Bean中是int类型，但在目标Bean中是String类型，则生成的代码将分别通过调用String.valueOf(int)和来透明地执行转换Integer.parseInt(String)。

• 所有Java基本数据类型及其相应的包装类型，例如int和Integer，boolean和Boolean等生成的代码是null，即当一个包装类型转换成相应的原始类型时，null检查将被执行。
• 在所有Java原语数字类型和包装器类型之间，例如在int和long或byte和之间Integer。

数字及日期的格式化

Car中新增price,createTime属性

@Data
public class Car {
    
    
    private Integer make;
    private Integer numberOfSeats;
    private Engine engine;
    
    private Integer price;
    private LocalDateTime createTime;
}

Engine中horsePower类型替换为BigDecimal

@Data
public class Engine {
    
    
    private BigDecimal horsePower;
    private Integer fuel;
}

对应的EngineDTO和CarDTO如下

@Data
public class EngineDTO {
    
    
    private String horsePower;
    private Integer fuel;
}
@Data
public class CarDTO {
    
    
    private Integer manufacturer;
    private Integer seatCount;
    private EngineDTO engine;
    private PersonDTO person;
    private String price;
    private String createTime;
}

需要将price前面添加$前缀后面添加两位0，horsePower使用科学计数法，时间格式化的格式为yyyy-MM-dd HH:mm:ss

    @Mapping(target = "engine.horsePower", source = "engine.horsePower", numberFormat = "#.##E0")
    @Mapping(target = "price", source = "price", numberFormat = "$#.00")
    @Mapping(target = "createTime", dateFormat = "yyyy-MM-dd HH:mm:ss")
    @Mapping(source = "make", target = "manufacturer")
    @Mapping(source = "numberOfSeats", target = "seatCount")
    CarDTO updateCarFromDto(Car car);

编译后

public class CarMapImpl implements CarMap {
    
    

    @Override
    public CarDTO updateCarFromDto(Car car) {
    
    
        if ( car == null ) {
    
    
            return null;
        }

        CarDTO carDTO = new CarDTO();

        carDTO.setEngine( engineToEngineDTO( car.getEngine() ) );
        carDTO.setSeatCount( car.getNumberOfSeats() );
        if ( car.getPrice() != null ) {
    
    
            carDTO.setPrice( new DecimalFormat( "$#.00" ).format( car.getPrice() ) );
        }
        carDTO.setManufacturer( car.getMake() );
        if ( car.getCreateTime() != null ) {
    
    
            carDTO.setCreateTime( DateTimeFormatter.ofPattern( "yyyy-MM-dd HH:mm:ss" ).format( car.getCreateTime() ) );
        }

        return carDTO;
    }

    private DecimalFormat createDecimalFormat( String numberFormat ) {
    
    

        DecimalFormat df = new DecimalFormat( numberFormat );
        df.setParseBigDecimal( true );
        return df;
    }

    protected EngineDTO engineToEngineDTO(Engine engine) {
    
    
        if ( engine == null ) {
    
    
            return null;
        }

        EngineDTO engineDTO = new EngineDTO();

        if ( engine.getHorsePower() != null ) {
    
    
            engineDTO.setHorsePower( createDecimalFormat( "#.##E0" ).format( engine.getHorsePower() ) );
        }
        engineDTO.setFuel( engine.getFuel() );

        return engineDTO;
    }
}

映射集合

@Mapper
public interface CarMapper {
    
    
    Set<String> integerSetToStringSet(Set<Integer> integers);
    List<CarDto> carsToCarDtos(List<Car> cars);
    CarDto carToCarDto(Car car);
}

映射map

public interface SourceTargetMapper {
    
    
    @MapMapping(valueDateFormat = "dd.MM.yyyy")
    Map<String, String> longDateMapToStringStringMap(Map<Long, Date> source);
}

使用表达式

场景
有些时候需要使用自己写的方法对一些属性进行映射，比如VO中有一个map，需要转换的类中存储的是该map的json 字符串形式。

@Data
public class AddPassagewayParam {
    
    
    private HashMap<String,Object> accessMap;
}

@Data
public class SmsPassageway implements Serializable {
    
    
    // json字符串形式
    private String accessMsg;

需要将map映射为json字符串，这时候我们借助“表达式”可以这样写

@Mapper(componentModel = "spring")
public interface SmsPassagewayMap {
    
    

    @Mapping(target = "accessMsg",
            expression = "java(com.jd.icity.tools.JsonHelper.object2Json(addPassagewayParam.getAccessMap()))"
    )
    SmsPassageway addPassagewayParam2SmsPassageway(AddPassagewayParam addPassagewayParam);
}