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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

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Partner – Microsoft – NPI EA (cat= Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, you can get started over on the documentation page.

And, you can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat=Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

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Partner – Orkes – NPI EA (tag=Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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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.

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1. Introduction

MapStruct is a powerful library in Java that simplifies the process of mapping between different object models at compile time. It uses annotations to automatically generate type-safe mapper implementations, making it efficient and easy to maintain.

MapStruct is often used in applications that require object-to-object mapping, such as transferring data between layers or converting a DTO to an entity. A common use case is converting a String to a Date object, a process that can be tricky due to the numerous date formats and parsing requirements. In this article, we’ll explore various methods to achieve this conversion using MapStruct.

2. Dependencies

To start using MapStruct, we must include the necessary dependencies in our project. For the Maven project, we  add the following dependency to our pom.xml:

<dependency>
    <groupId>org.mapstruct</groupId>
    <artifactId>mapstruct</artifactId>
    <version>1.5.5.Final</version>
</dependency>

Additionally, we configure the maven-compiler-plugin to include the MapStruct processor:

<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-compiler-plugin</artifactId>
            <version>3.13.0</version>
            <configuration>
                <annotationProcessorPaths>
                    <path>
                        <groupId>org.mapstruct</groupId>
                        <artifactId>mapstruct-processor</artifactId>
                        <version>1.5.5.Final</version>
                    </path>
                </annotationProcessorPaths>
            </configuration>
        </plugin>
    </plugins>
</build>

With these dependencies set up, we can begin using MapStruct in our project.

3. Basic Mapping With @Mapping Annotation

MapStruct provides the @Mapping annotation to define how properties in one type should be mapped to another. By default, MapStruct doesn’t support a direct conversion between String and Date. However, we can utilize the format attribute of the @Mapping annotation to handle the conversion.

Let’s see a basic example where we map a UserDto to a User entity:

public class UserDto {
    private String name;
    // Date in String format
    private String birthDate; 
    // getters and setters
}

public class User {
    private String name;
    private Date birthDate;
    // getters and setters
}

@Mapper
public interface UserMapper {
    @Mapping(source = "birthDate", target = "birthDate", dateFormat = "yyyy-MM-dd")
    User toUser(UserDto userDto);
}

In this example, the @Mapping annotation specifies that the birthDate field from UserDto should be mapped to the birthDate field in User. The dateFormat attribute is used to define the format of the date string, allowing MapStruct to handle the conversion automatically.

Let’s verify this conversion:

@Test
public void whenMappingUserDtoToUser_thenMapsBirthDateCorrectly() throws ParseException {
    UserDto userDto = new UserDto();
    userDto.setName("John Doe");
    userDto.setBirthDate("2024-08-01");

    User user = userMapper.toUser(userDto);

    assertNotNull(user);
    SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd");
    Date expectedDate = dateFormat.parse("2024-08-01");
    Assertions.assertEquals(expectedDate, user.getBirthDate());
}

In this test case, we confirm the accurate mapping of birthDate from a UserDto to a User using the UserMapper, confirming the expected date conversion.

4. Implementing Custom Conversion Methods

Sometimes, we might need to implement custom conversion methods for more complex scenarios. These methods can be defined directly within the mapper interface. By using the expression attribute of @Mapping annotation we can direct MapStruct to utilize our custom conversion methods.

Here’s how we can define a custom method to convert String to Date:

@Mapper
public interface UserMapper {
    @Mapping(target = "birthDate", expression = "java(mapStringToDate(userDto.getBirthDate()))")
    User toUserCustom(UserDto userDto) throws ParseException;

    default Date mapStringToDate(String date) throws ParseException {
        SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd");
        return dateFormat.parse(date);
    }
}

In this example, the mapStringToDate() method converts a String to a Date using SimpleDateFormat. We use an explicit expression in the @Mapping annotation to tell MapStruct to call this method during mapping.

5. Reuse General Custom Methods

Suppose we have multiple mappers in our project that require the same type of conversion. In that case, it’s more efficient to define the custom mapping methods in a separate utility class and reuse them across different mappers.

First, we’ll create a utility class with the conversion methods:

public class DateMapper {
    public Date mapStringToDate(String date) throws ParseException {
        SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd");
        return dateFormat.parse(date);
    }
}

Then, let’s use this utility class in our mapper:

@Mapper(uses = DateMapper.class)
public interface UserConversionMapper {
    @Mapping(source = "birthDate", target = "birthDate")
    User toUser(UserDto userDto);
}

By specifying uses = DateMapper.class in the @Mapper annotation, we tell MapStruct to use the methods in DateMapper for conversions. This approach promotes code reuse and keeps our mapping logic organized and maintainable.

6. Conclusion

MapStruct is a powerful tool for object-to-object mapping in Java. By leveraging custom methods, we can easily handle type conversions that are not supported out-of-the-box, such as converting String to Date.

By following the steps outlined in this article, we can efficiently implement and reuse custom conversion methods in our projects. Additionally, using the dateFormat attribute in the @Mapping annotation can simplify the process for straightforward date conversions.

These techniques allow us to harness the full potential of MapStruct for various mapping scenarios in our Java applications.

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:

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

Partner – Microsoft – NPI EA (cat = Baeldung)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat = Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat = Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag = Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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:

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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.

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

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

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Partner – MongoDB – NPI EA (tag=MongoDB)
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Traditional keyword-based search methods rely on exact word matches, often leading to irrelevant results depending on the user's phrasing.

By comparison, using a vector store allows us to represent the data as vector embeddings, based on meaningful relationships. We can then compare the meaning of the user’s query to the stored content, and retrieve more relevant, context-aware results.

Explore how to build an intelligent chatbot using MongoDB Atlas, Langchain4j and Spring Boot:

>> Building an AI Chatbot in Java With Langchain4j and MongoDB Atlas

Course – LS – NPI EA (cat=REST)

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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)