平时做我的项目的时候,常常须要做PO、VO、DTO之间的转换。简略的对象转换,应用BeanUtils基本上是够了,然而简单的转换,如果应用它的话又得写一堆Getter、Setter办法了。明天给大家举荐一款对象主动映射工具
MapStruct
,性能真心弱小!
SpringBoot实战电商我的项目mall(50k+star)地址:https://github.com/macrozheng/mall
对于BeanUtils
平时我常常应用Hutool中的BeanUtil类来实现对象转换,用多了之后就发现有些毛病:
- 对象属性映射应用反射来实现,性能比拟低;
- 对于不同名称或不同类型的属性无奈转换,还得独自写Getter、Setter办法;
- 对于嵌套的子对象也须要转换的状况,也得自行处理;
- 汇合对象转换时,得应用循环,一个个拷贝。
对于这些有余,MapStruct都能解决,不愧为一款功能强大的对象映射工具!
MapStruct简介
MapStruct是一款基于Java注解的对象属性映射工具,在Github上曾经有4.5K+Star。应用的时候咱们只有在接口中定义好对象属性映射规定,它就能主动生成映射实现类,不应用反射,性能优良,能实现各种简单映射。
IDEA插件反对
作为一款十分风行的对象映射工具,MapStruct还提供了专门的IDEA插件,咱们在应用之前能够先装置好插件。
我的项目集成
在SpingBoot中集成MapStruct非常简单,仅续增加如下两个依赖即可,这里应用的是
1.4.2.Final
版本。
<code class="xml"><dependency> <!--MapStruct相干依赖--> <dependency> <groupId>org.mapstruct</groupId> <artifactId>mapstruct</artifactId> <version>${mapstruct.version}</version> </dependency> <dependency> <groupId>org.mapstruct</groupId> <artifactId>mapstruct-processor</artifactId> <version>${mapstruct.version}</version> <scope>compile</scope> </dependency> </dependencies>
根本应用
集成完MapStruct之后,咱们来体验下它的性能吧,看看它有何神奇之处!
根本映射
咱们先来个疾速入门,体验一下MapStruct的基本功能,并聊聊它的实现原理。
- 首先咱们筹备好要应用的会员PO对象
Member
;
<code class="java">/** * 购物会员 * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class Member { private Long id; private String username; private String password; private String nickname; private Date birthday; private String phone; private String icon; private Integer gender; }
- 而后再筹备好会员的DTO对象
MemberDto
,咱们须要将Member
对象转换为MemberDto
对象;
<code class="java">/** * 购物会员Dto * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class MemberDto { private Long id; private String username; private String password; private String nickname; //与PO类型不同的属性 private String birthday; //与PO名称不同的属性 private String phoneNumber; private String icon; private Integer gender; }
- 而后创立一个映射接口
MemberMapper
,实现同名同类型属性、不同名称属性、不同类型属性的映射;
<code class="java">/** * 会员对象映射 * Created by macro on 2021/10/21. */ @Mapper public interface MemberMapper { MemberMapper INSTANCE = Mappers.getMapper(MemberMapper.class); @Mapping(source = "phone",target = "phoneNumber") @Mapping(source = "birthday",target = "birthday",dateFormat = "yyyy-MM-dd") MemberDto toDto(Member member); }
- 接下来在Controller中创立测试接口,间接通过接口中的
INSTANCE
实例调用转换方法toDto
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "根本映射") @GetMapping("/baseMapping") public CommonResult baseTest() { List<Member> memberList = LocalJsonUtil.getListFromJson("json/members.json", Member.class); MemberDto memberDto = MemberMapper.INSTANCE.toDto(memberList.get(0)); return CommonResult.success(memberDto); } }
- 运行我的项目后在Swagger中测试接口,发现PO所有属性曾经胜利转换到DTO中去了,Swagger拜访地址:http://localhost:8088/swagger-ui
- 其实MapStruct的实现原理很简略,就是依据咱们在Mapper接口中应用的
@Mapper
和@Mapping
等注解,在运行时生成接口的实现类,咱们能够关上我的项目的target
目录看下;
- 上面是MapStruct为
MemberMapper
生成好的对象映射代码,能够和手写Getter、Setter说再见了!
<code class="java">public class MemberMapperImpl implements MemberMapper { public MemberMapperImpl() { } public MemberDto toDto(Member member) { if (member == null) { return null; } else { MemberDto memberDto = new MemberDto(); memberDto.setPhoneNumber(member.getPhone()); if (member.getBirthday() != null) { memberDto.setBirthday((new SimpleDateFormat("yyyy-MM-dd")).format(member.getBirthday())); } memberDto.setId(member.getId()); memberDto.setUsername(member.getUsername()); memberDto.setPassword(member.getPassword()); memberDto.setNickname(member.getNickname()); memberDto.setIcon(member.getIcon()); memberDto.setGender(member.getGender()); return memberDto; } } }
汇合映射
MapStruct也提供了汇合映射的性能,能够间接将一个PO列表转换为一个DTO列表,再也不必一个个对象转换了!
- 在
MemberMapper
接口中增加toDtoList
办法用于列表转换;
<code class="java">/** * 会员对象映射 * Created by macro on 2021/10/21. */ @Mapper public interface MemberMapper { MemberMapper INSTANCE = Mappers.getMapper(MemberMapper.class); @Mapping(source = "phone",target = "phoneNumber") @Mapping(source = "birthday",target = "birthday",dateFormat = "yyyy-MM-dd") List<MemberDto> toDtoList(List<Member> list); }
- 在Controller中创立测试接口,间接通过Mapper接口中的
INSTANCE
实例调用转换方法toDtoList
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "汇合映射") @GetMapping("/collectionMapping") public CommonResult collectionMapping() { List<Member> memberList = LocalJsonUtil.getListFromJson("json/members.json", Member.class); List<MemberDto> memberDtoList = MemberMapper.INSTANCE.toDtoList(memberList); return CommonResult.success(memberDtoList); } }
- 在Swagger中调用接口测试下,PO列表曾经转换为DTO列表了。
子对象映射
MapStruct对于对象中蕴含子对象也须要转换的状况也是有所反对的。
- 例如咱们有一个订单PO对象
Order
,嵌套有Member
和Product
对象;
<code class="java">/** * 订单 * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class Order { private Long id; private String orderSn; private Date createTime; private String receiverAddress; private Member member; private List<Product> productList; }
- 咱们须要转换为
OrderDto
对象,OrderDto
中蕴含MemberDto
和ProductDto
两个子对象同样须要转换;
<code class="java">/** * 订单Dto * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class OrderDto { private Long id; private String orderSn; private Date createTime; private String receiverAddress; //子对象映射Dto private MemberDto memberDto; //子对象数组映射Dto private List<ProductDto> productDtoList; }
- 咱们只须要创立一个Mapper接口,而后通过应用
uses
将子对象的转换Mapper注入进来,而后通过@Mapping
设置好属性映射规定即可;
<code class="java">/** * 订单对象映射 * Created by macro on 2021/10/21. */ @Mapper(uses = {MemberMapper.class,ProductMapper.class}) public interface OrderMapper { OrderMapper INSTANCE = Mappers.getMapper(OrderMapper.class); @Mapping(source = "member",target = "memberDto") @Mapping(source = "productList",target = "productDtoList") OrderDto toDto(Order order); }
- 接下来在Controller中创立测试接口,间接通过Mapper中的
INSTANCE
实例调用转换方法toDto
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "子对象映射") @GetMapping("/subMapping") public CommonResult subMapping() { List<Order> orderList = getOrderList(); OrderDto orderDto = OrderMapper.INSTANCE.toDto(orderList.get(0)); return CommonResult.success(orderDto); } }
- 在Swagger中调用接口测试下,能够发现子对象属性曾经被转换了。
合并映射
MapStruct也反对把多个对象属性映射到一个对象中去。
- 例如这里把
Member
和Order
的局部属性映射到MemberOrderDto
中去;
<code class="java">/** * 会员商品信息组合Dto * Created by macro on 2021/10/21. */ @Data @EqualsAndHashCode(callSuper = false) public class MemberOrderDto extends MemberDto{ private String orderSn; private String receiverAddress; }
- 而后在Mapper中增加
toMemberOrderDto
办法,这里须要留神的是因为参数中具备两个属性,须要通过参数名称.属性
的名称来指定source
来避免抵触(这两个参数中都有id属性);
<code class="java">/** * 会员对象映射 * Created by macro on 2021/10/21. */ @Mapper public interface MemberMapper { MemberMapper INSTANCE = Mappers.getMapper(MemberMapper.class); @Mapping(source = "member.phone",target = "phoneNumber") @Mapping(source = "member.birthday",target = "birthday",dateFormat = "yyyy-MM-dd") @Mapping(source = "member.id",target = "id") @Mapping(source = "order.orderSn", target = "orderSn") @Mapping(source = "order.receiverAddress", target = "receiverAddress") MemberOrderDto toMemberOrderDto(Member member, Order order); }
- 接下来在Controller中创立测试接口,间接通过Mapper中的
INSTANCE
实例调用转换方法toMemberOrderDto
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "组合映射") @GetMapping("/compositeMapping") public CommonResult compositeMapping() { List<Order> orderList = LocalJsonUtil.getListFromJson("json/orders.json", Order.class); List<Member> memberList = LocalJsonUtil.getListFromJson("json/members.json", Member.class); Member member = memberList.get(0); Order order = orderList.get(0); MemberOrderDto memberOrderDto = MemberMapper.INSTANCE.toMemberOrderDto(member,order); return CommonResult.success(memberOrderDto); } }
- 在Swagger中调用接口测试下,能够发现Member和Order中的属性曾经被映射到MemberOrderDto中去了。
进阶应用
通过下面的根本应用,大家曾经能够玩转MapStruct了,上面咱们再来介绍一些进阶的用法。
应用依赖注入
下面咱们都是通过Mapper接口中的INSTANCE实例来调用办法的,在Spring中咱们也是能够应用依赖注入的。
- 想要应用依赖注入,咱们只有将
@Mapper
注解的componentModel
参数设置为spring
即可,这样在生成接口实现类时,MapperStruct会为其增加@Component
注解;
<code class="java">/** * 会员对象映射(依赖注入) * Created by macro on 2021/10/21. */ @Mapper(componentModel = "spring") public interface MemberSpringMapper { @Mapping(source = "phone",target = "phoneNumber") @Mapping(source = "birthday",target = "birthday",dateFormat = "yyyy-MM-dd") MemberDto toDto(Member member); }
- 接下来在Controller中应用
@Autowired
注解注入即可应用;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @Autowired private MemberSpringMapper memberSpringMapper; @ApiOperation(value = "应用依赖注入") @GetMapping("/springMapping") public CommonResult springMapping() { List<Member> memberList = LocalJsonUtil.getListFromJson("json/members.json", Member.class); MemberDto memberDto = memberSpringMapper.toDto(memberList.get(0)); return CommonResult.success(memberDto); } }
- 在Swagger中调用接口测试下,能够发现与之前一样能够失常应用。
应用常量、默认值和表达式
应用MapStruct映射属性时,咱们能够设置属性为常量或者默认值,也能够通过Java中的办法编写表达式来主动生成属性。
- 例如上面这个商品类Product对象;
<code class="java">/** * 商品 * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class Product { private Long id; private String productSn; private String name; private String subTitle; private String brandName; private BigDecimal price; private Integer count; private Date createTime; }
- 咱们想把Product转换为ProductDto对象,
id
属性设置为常量,count
设置默认值为1,productSn
设置为UUID生成;
<code class="java">/** * 商品Dto * Created by macro on 2021/10/12. */ @Data @EqualsAndHashCode(callSuper = false) public class ProductDto { //应用常量 private Long id; //应用表达式生成属性 private String productSn; private String name; private String subTitle; private String brandName; private BigDecimal price; //应用默认值 private Integer count; private Date createTime; }
- 创立
ProductMapper
接口,通过@Mapping
注解中的constant
、defaultValue
、expression
设置好映射规定;
<code class="java">/** * 商品对象映射 * Created by macro on 2021/10/21. */ @Mapper(imports = {UUID.class}) public interface ProductMapper { ProductMapper INSTANCE = Mappers.getMapper(ProductMapper.class); @Mapping(target = "id",constant = "-1L") @Mapping(source = "count",target = "count",defaultValue = "1") @Mapping(target = "productSn",expression = "java(UUID.randomUUID().toString())") ProductDto toDto(Product product); }
- 接下来在Controller中创立测试接口,间接通过接口中的
INSTANCE
实例调用转换方法toDto
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "应用常量、默认值和表达式") @GetMapping("/defaultMapping") public CommonResult defaultMapping() { List<Product> productList = LocalJsonUtil.getListFromJson("json/products.json", Product.class); Product product = productList.get(0); product.setId(100L); product.setCount(null); ProductDto productDto = ProductMapper.INSTANCE.toDto(product); return CommonResult.success(productDto); } }
- 在Swagger中调用接口测试下,对象曾经胜利转换。
在映射前后进行自定义解决
MapStruct也反对在映射前后做一些自定义操作,相似AOP中的切面。
- 因为此时咱们须要创立自定义解决办法,创立一个抽象类
ProductRoundMapper
,通过@BeforeMapping
注解自定义映射前操作,通过@AfterMapping
注解自定义映射后操作;
<code class="java">/** * 商品对象映射(自定义解决) * Created by macro on 2021/10/21. */ @Mapper(imports = {UUID.class}) public abstract class ProductRoundMapper { public static ProductRoundMapper INSTANCE = Mappers.getMapper(ProductRoundMapper.class); @Mapping(target = "id",constant = "-1L") @Mapping(source = "count",target = "count",defaultValue = "1") @Mapping(target = "productSn",expression = "java(UUID.randomUUID().toString())") public abstract ProductDto toDto(Product product); @BeforeMapping public void beforeMapping(Product product){ //映射前当price<0时设置为0 if(product.getPrice().compareTo(BigDecimal.ZERO)<0){ product.setPrice(BigDecimal.ZERO); } } @AfterMapping public void afterMapping(@MappingTarget ProductDto productDto){ //映射后设置以后工夫为createTime productDto.setCreateTime(new Date()); } }
- 接下来在Controller中创立测试接口,间接通过Mapper中的
INSTANCE
实例调用转换方法toDto
;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "在映射前后进行自定义解决") @GetMapping("/customRoundMapping") public CommonResult customRoundMapping() { List<Product> productList = LocalJsonUtil.getListFromJson("json/products.json", Product.class); Product product = productList.get(0); product.setPrice(new BigDecimal(-1)); ProductDto productDto = ProductRoundMapper.INSTANCE.toDto(product); return CommonResult.success(productDto); } }
- 在Swagger中调用接口测试下,能够发现曾经利用了自定义操作。
解决映射异样
代码运行难免会出现异常,MapStruct也反对解决映射异样。
- 咱们须要先创立一个自定义异样类;
<code class="java">/** * 商品验证异样类 * Created by macro on 2021/10/22. */ public class ProductValidatorException extends Exception{ public ProductValidatorException(String message) { super(message); } }
- 而后创立一个验证类,当
price
设置小于0
时抛出咱们自定义的异样;
<code class="java">/** * 商品验证异样处理器 * Created by macro on 2021/10/22. */ public class ProductValidator { public BigDecimal validatePrice(BigDecimal price) throws ProductValidatorException { if(price.compareTo(BigDecimal.ZERO)<0){ throw new ProductValidatorException("价格不能小于0!"); } return price; } }
- 之后咱们通过
@Mapper
注解的uses
属性使用验证类;
<code class="java">/** * 商品对象映射(解决映射异样) * Created by macro on 2021/10/21. */ @Mapper(uses = {ProductValidator.class},imports = {UUID.class}) public interface ProductExceptionMapper { ProductExceptionMapper INSTANCE = Mappers.getMapper(ProductExceptionMapper.class); @Mapping(target = "id",constant = "-1L") @Mapping(source = "count",target = "count",defaultValue = "1") @Mapping(target = "productSn",expression = "java(UUID.randomUUID().toString())") ProductDto toDto(Product product) throws ProductValidatorException; }
- 而后在Controller中增加测试接口,设置
price
为-1
,此时在进行映射时会抛出异样;
<code class="java">/** * MapStruct对象转换测试Controller * Created by macro on 2021/10/21. */ @RestController @Api(tags = "MapStructController", description = "MapStruct对象转换测试") @RequestMapping("/mapStruct") public class MapStructController { @ApiOperation(value = "解决映射异样") @GetMapping("/exceptionMapping") public CommonResult exceptionMapping() { List<Product> productList = LocalJsonUtil.getListFromJson("json/products.json", Product.class); Product product = productList.get(0); product.setPrice(new BigDecimal(-1)); ProductDto productDto = null; try { productDto = ProductExceptionMapper.INSTANCE.toDto(product); } catch (ProductValidatorException e) { e.printStackTrace(); } return CommonResult.success(productDto); } }
- 在Swagger中调用接口测试下,发现运行日志中曾经打印了自定义异样信息。
总结
通过上面对MapStruct的应用体验,咱们能够发现MapStruct远比BeanUtils要弱小。当咱们想实现比较复杂的对象映射时,通过它能够省去写Getter、Setter办法的过程。 当然下面只是介绍了MapStruct的一些罕用性能,它的性能远不止于此,感兴趣的敌人能够查看下官网文档。
参考资料
官网文档:https://mapstruct.org/documen…
我的项目源码地址
https://github.com/macrozheng…
本文 GitHub https://github.com/macrozheng/mall-learning 曾经收录,欢送大家Star!