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eBook – Mockito – NPI EA (tag = Mockito)
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Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

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eBook – Reactive – NPI EA (cat=Reactive)
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Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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eBook – Persistence – NPI EA (cat=Persistence)
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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

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Course – LSS – NPI EA (cat=Spring Security)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

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Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

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Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

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Course – LJB – NPI EA (cat = Core Java)
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Partner – LambdaTest – NPI EA (cat= Testing)
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Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

1. Overview

In this tutorial, we’ll handle the conversions that need to happen between the internal entities of a Spring application and the external DTOs (Data Transfer Objects) that are published back to the client.

Further reading:

Spring's RequestBody and ResponseBody Annotations

Learn about the Spring @RequestBody and @ResponseBody annotations.

Quick Guide to MapStruct

A quick and practical guide to using MapStruct

2. Model Mapper

Let’s start by introducing the main library that we’re going to use to perform this entity-DTO conversion, ModelMapper.

We will need this dependency in the pom.xml:

<dependency>
    <groupId>org.modelmapper</groupId>
    <artifactId>modelmapper</artifactId>
    <version>3.2.0</version>
</dependency>

To check if there’s any newer version of this library, go here.

Then we’ll define the ModelMapper bean in our Spring configuration:

@Bean
public ModelMapper modelMapper() {
    return new ModelMapper();
}

3. The DTO

Next let’s introduce the DTO side of this two-sided problem, Post DTO:

public class PostDto {
    private static final SimpleDateFormat dateFormat
      = new SimpleDateFormat("yyyy-MM-dd HH:mm");

    private Long id;

    private String title;

    private String url;

    private String date;

    private UserDto user;

    public Date getSubmissionDateConverted(String timezone) throws ParseException {
        dateFormat.setTimeZone(TimeZone.getTimeZone(timezone));
        return dateFormat.parse(this.date);
    }

    public void setSubmissionDate(Date date, String timezone) {
        dateFormat.setTimeZone(TimeZone.getTimeZone(timezone));
        this.date = dateFormat.format(date);
    }

    // standard getters and setters
}

Note that the two custom date related methods handle the date conversion back and forth between the client and the server:

  • getSubmissionDateConverted() method converts date String into a Date in the server’s timezone to use it in the persisting Post entity
  • setSubmissionDate() method is to set DTO’s date to Post‘s Date in current user timezone

4. The Service Layer

Now let’s look at a service level operation, which will obviously work with the Entity (not the DTO):

public List<Post> getPostsList(
  int page, int size, String sortDir, String sort) {
 
    PageRequest pageReq
     = PageRequest.of(page, size, Sort.Direction.fromString(sortDir), sort);
 
    Page<Post> posts = postRepository
      .findByUser(userService.getCurrentUser(), pageReq);
    return posts.getContent();
}

We’re going to have a look at the layer above service next, the controller layer. This is where the conversion will actually happen.

5. The Controller Layer

Next let’s examine a standard controller implementation, exposing the simple REST API for the Post resource.

We’re going to show here a few simple CRUD operations: create, update, get one, and get all. Given that the operations are pretty straightforward, we are especially interested in the Entity-DTO conversion aspects:

@Controller
class PostRestController {

    @Autowired
    private IPostService postService;

    @Autowired
    private IUserService userService;

    @Autowired
    private ModelMapper modelMapper;

    @GetMapping
    @ResponseBody
    public List<PostDto> getPosts(...) {
        //...
        List<Post> posts = postService.getPostsList(page, size, sortDir, sort);
        return posts.stream()
          .map(this::convertToDto)
          .collect(Collectors.toList());
    }

    @PostMapping
    @ResponseStatus(HttpStatus.CREATED)
    @ResponseBody
    public PostDto createPost(@RequestBody PostDto postDto) {
        Post post = convertToEntity(postDto);
        Post postCreated = postService.createPost(post));
        return convertToDto(postCreated);
    }

    @GetMapping(value = "/{id}")
    @ResponseBody
    public PostDto getPost(@PathVariable("id") Long id) {
        return convertToDto(postService.getPostById(id));
    }

    @PutMapping(value = "/{id}")
    @ResponseStatus(HttpStatus.OK)
    public void updatePost(@PathVariable("id") Long id, @RequestBody PostDto postDto) {
        if(!Objects.equals(id, postDto.getId())){
            throw new IllegalArgumentException("IDs don't match");
        }
        Post post = convertToEntity(postDto);
        postService.updatePost(post);
    }
}

Here is our conversion from Post entity to PostDto:

private PostDto convertToDto(Post post) {
    PostDto postDto = modelMapper.map(post, PostDto.class);
    postDto.setSubmissionDate(post.getSubmissionDate(), 
        userService.getCurrentUser().getPreference().getTimezone());
    return postDto;
}

Here is the conversion from DTO to an entity:

private Post convertToEntity(PostDto postDto) throws ParseException {
    Post post = modelMapper.map(postDto, Post.class);
    post.setSubmissionDate(postDto.getSubmissionDateConverted(
      userService.getCurrentUser().getPreference().getTimezone()));
 
    if (postDto.getId() != null) {
        Post oldPost = postService.getPostById(postDto.getId());
        post.setRedditID(oldPost.getRedditID());
        post.setSent(oldPost.isSent());
    }
    return post;
}

So as we can see, with the help of the model mapper, the conversion logic is quick and simple. We’re using the map API of the mapper, and getting the data converted without writing a single line of conversion logic.

6. Unit Testing

Finally, let’s do a very simple test to make sure the conversions between the entity and the DTO work well:

public class PostDtoUnitTest {

    private ModelMapper modelMapper = new ModelMapper();

    @Test
    public void whenConvertPostEntityToPostDto_thenCorrect() {
        Post post = new Post();
        post.setId(1L);
        post.setTitle(randomAlphabetic(6));
        post.setUrl("www.test.com");

        PostDto postDto = modelMapper.map(post, PostDto.class);
        assertEquals(post.getId(), postDto.getId());
        assertEquals(post.getTitle(), postDto.getTitle());
        assertEquals(post.getUrl(), postDto.getUrl());
    }

    @Test
    public void whenConvertPostDtoToPostEntity_thenCorrect() {
        PostDto postDto = new PostDto();
        postDto.setId(1L);
        postDto.setTitle(randomAlphabetic(6));
        postDto.setUrl("www.test.com");

        Post post = modelMapper.map(postDto, Post.class);
        assertEquals(postDto.getId(), post.getId());
        assertEquals(postDto.getTitle(), post.getTitle());
        assertEquals(postDto.getUrl(), post.getUrl());
    }
}

7. Conclusion

In this article, we detailed simplifying the conversion from Entity to DTO, and from DTO to Entity in a Spring REST API, by using the model mapper library instead of writing these conversions by hand.

The code backing this article is available on GitHub. Once you're logged in as a Baeldung Pro Member, start learning and coding on the project.
Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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Course – LS – NPI EA (cat=REST)

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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
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Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

Course – LS – NPI (cat=REST)
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Get started with Spring Boot and with core Spring, through the Learn Spring course:

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Course – LS – NPI – (cat=Spring)
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Get started with Spring Boot and with core Spring, through the Learn Spring course:

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eBook Jackson – NPI EA – 3 (cat = Jackson)