Course – Black Friday 2025 – NPI EA (cat= Baeldung)
announcement - icon

Yes, we're now running our Black Friday Sale. All Access and Pro are 33% off until 2nd December, 2025:

>> EXPLORE ACCESS NOW

Partner – Orkes – NPI EA (cat=Spring)
announcement - icon

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)
announcement - icon

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 – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

eBook – Mockito – NPI EA (tag = Mockito)
announcement - icon

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.

Get started with mocking and improve your application tests using our Mockito guide:

Download the eBook

eBook – Reactive – NPI EA (cat=Reactive)
announcement - icon

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:

>> Join Pro and download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
announcement - icon

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:

>> Join Pro and download the eBook

eBook – Jackson – NPI EA (cat=Jackson)
announcement - icon

Do JSON right with Jackson

Download the E-book

eBook – HTTP Client – NPI EA (cat=Http Client-Side)
announcement - icon

Get the most out of the Apache HTTP Client

Download the E-book

eBook – Maven – NPI EA (cat = Maven)
announcement - icon

Get Started with Apache Maven:

Download the E-book

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

eBook – RwS – NPI EA (cat=Spring MVC)
announcement - icon

Building a REST API with Spring?

Download the E-book

Course – LS – NPI EA (cat=Jackson)
announcement - icon

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

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
announcement - icon

Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
announcement - icon

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:

>> Learn Spring Security

Partner – Orkes – NPI EA (cat=Java)
announcement - icon

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.

Course – LSD – NPI EA (tag=Spring Data JPA)
announcement - icon

Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
announcement - icon

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.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

Course – Black Friday 2025 – NPI (cat=Baeldung)
announcement - icon

Yes, we're now running our Black Friday Sale. All Access and Pro are 33% off until 2nd December, 2025:

>> EXPLORE ACCESS NOW

1. Overview

In this tutorial, we’ll discuss the @Context annotation in the MapStruct library, which helps populate target POJO attributes using external sources or services. Additionally, it can be used to pass on state variables.

In most straightforward POJO-to-POJO mappings, the source and target attributes of the @Mapping annotation are sufficient. However, there are cases where we need finer control to pass additional arguments to custom services to derive a few target attribute values.

This is where the @Context attribute in the mapper class becomes valuable. Let’s discuss this in detail.

2. Mapping Use Case

Let’s start with a scenario where the mapping logic depends on an additional parameter beyond the source POJO:

 

sequence 300x131

Let’s imagine a stock trading application that receives trade requests from an upstream client. It forwards them to a downstream exchange after resolving the Security ID in the Trade Request into a Standard ID. Hence, it fetches a standard identifier such as a CUSIP, ISIN, or SEDOL corresponding to the Security ID.

Since this information isn’t available directly in the original trade request, the application’s mapper program must rely on an external Security Lookup Service. Eventually, the Mapper program creates a Trade Dto object from the Trade Request object. Finally, the Trade Service program sends the Trade Dto object to the exchange to execute the order.

Further, for the rest of the article, we’ll refer to the source POJO as Trade and the target POJO as TradeDto:

 

 

class e1744135579498 300x85

The context in the Mapper#toTradeDto() method can be an identifier type or a look-up service class like SecurityService.

Let’s explore how the @Context annotation can help implement this use case.

3. Context in Method Decorated With @BeforeMapping Annotation

The context values are available to the @BeforeMapping methods and the Java expressions declared in the @Mapping#expression attribute. The BeforeMapping methods are called at the beginning of the mapping implementation. Ideally, we use it to carry out the initialization processes. For our use case, we’ll initialize the security service class with the exchange code:

@Mapper
public abstract class TradeMapperWithBeforeMapping {
    protected SecurityService securityService;

    public static TradeMapperWithBeforeMapping getInstance() {
        return Mappers.getMapper(TradeMapperWithBeforeMapping.class);
    }

    @BeforeMapping
    protected void initialize(@Context Integer exchangeCode) {
        securityService = new SecurityService(exchangeCode);
    }

    @Mapping(target="securityIdentifier", 
      expression = "java(securityService.getSecurityIdentifierOfType(trade.getSecurityID(), identifierType))")
    protected abstract TradeDto toTradeDto(Trade trade, @Context String identifierType, @Context Integer exchangeCode);
}

First, we’ve used two context arguments in the toTradeDto() method. The second context argument exchangeCode is available to the initialize() method decorated with the @BeforeMapping annotation. The context arguments are also available to the Java expressions defined in the @Mapping#expression attribute.

Therefore, we’ve used the first context argument, identifierType, in the @Mapping#expression attribute. Further, to populate the target POJO’s TradeDto#securityIdentifier attribute, we’ve invoked SecurityService#getSecurityIdentifierOfType() in the expression:

public String getSecurityIdentifierOfType(String securityID, String identifierType) {
    return switch (identifierType.toUpperCase()) {
        case "ISIN" -> "US0378331005";
        case "CUSIP" -> "037833100";
        case "SEDOL" -> "B1Y8QX7";
        default -> null;
    };
}

The getSecurityIdentifierOfType() is simply a simulation, which, in real-world applications, would make a downstream call to fetch the right identifier.

Finally, let’s invoke the mapper to see if it works:

void givenBeforeMappingMethod_whenSecurityIdInTradeObject_thenSetSecurityIdentifierInTradeDto() {
    Trade trade = createTradeObject();

    TradeDto tradeDto = TradeMapperWithBeforeMapping.getInstance()
      .toTradeDto(trade, "CUSIP", 6464);

    assertEquals("037833100", tradeDto.getSecurityIdentifier());
}

First, we create a sample source Trade object by calling the createTradeObject() method. The method returns a Trade object with the securityIdentifier, quantity, and price attributes set to AAPL, 100, and 150.0, respectively:

Trade createTradeObject() {
    return new Trade("AAPL", 100, 150.0);
}

Later, the mapper successfully populates the CUSIP equivalent of Trade#SecurityID into TradeDto#SecurityIdentifier.

We’ll reuse this createTradeObject() to create a sample Trade object in our other examples.

4. Context in Method Decorated With @AfterMapping Annotation

At times, we may want to populate attributes based on external context after completing the initial mapping. In such cases, we can use the @AfterMapping annotation on methods to call them toward the end of the mapping operation. Importantly, such methods have access to the context arguments declared in the original mapping method in the mapper class:

@Mapper
public abstract class TradeMapperWithAfterMapping {
    public static TradeMapperWithAfterMapping getInstance() {
        return Mappers.getMapper(TradeMapperWithAfterMapping.class);
    }

    protected abstract TradeDto toTradeDto(Trade trade, @Context String identifierType);

    @AfterMapping
    protected TradeDto convertToIdentifier(Trade trade, 
      @MappingTarget TradeDto tradeDto, @Context String identifierType) {
        SecurityService securityService = new SecurityService();
        tradeDto.setSecurityIdentifier(
          securityService.getSecurityIdentifierOfType(trade.getSecurityID(), identifierType)
         );
        return tradeDto;
    }
}

In this example, we’ve applied the @AfterMapping annotation to the convertToIdentifier() method. In addition to the @Context annotation on the argument indentifierType, it has @MappingTarget annotation on the argument tradeDto.

Moreover, the @MappingTarget annotation helps provide access to the source Trade object. The method invokes SecurityService#getSecurityIdentifierOfType() to populate the TradeDto#securityIdentifier attribute.

Finally, let’s run the mapper and verify the results:

void givenAfterMappingMethod_whenSecurityIdInTradeObject_thenSetSecurityIdentifierInTradeDto() {
    Trade trade = createTradeObject();

    TradeDto tradeDto = TradeMapperWithAfterMapping.getInstance()
      .toTradeDto(trade, "CUSIP");

    assertEquals("037833100", tradeDto.getSecurityIdentifier());
}

As expected, the target TradeDto#securityIdentifier attribute gets populated with the CUSIP equivalent of the source Trade#SecurityID.

5. Context in Method Decorated With @ObjectFactory Annotation

MapStruct provides a fine-grained control to customize the mapping operations with the @ObjectFactory annotation. Like other features, context arguments are also available to methods annotated with @ObjectFactory.

Moving on, let’s define one of such @ObjectFactory annotated methods in a class that creates the target TradeDto object:

public class TradeDtoFactory {
    private static final Logger logger = LoggerFactory.getLogger(TradeFactory.class);

    @ObjectFactory
    public TradeDto createTradeDto(Trade trade, @Context String identifierType) {
        SecurityService securityService = new SecurityService();
        String securityIdentifier = securityService.getSecurityIdentifierOfType(trade.getSecurityID(), identifierType);
        TradeDto tradeDto = new TradeDto(securityIdentifier);
        return tradeDto;
    }
}

First, the TradeFactory#createTradeDto() instantiates the SecurityService class and then invokes its getSecurityIdentifierOfType() method to fetch the SecurityIdentifier. Finally, it returns the Trade object after creating the TradeDto object by passing the securityIdentifier to the constructor.

Now, in the mapper class, we must assign TradeFactory.class to @Mapper#uses attribute:

@Mapper(uses = TradeDtoFactory.class)
public abstract class TradeMapperUsingObjectFactory {
    public static TradeMapperUsingObjectFactory getInstance() {
        return Mappers.getMapper(TradeMapperUsingObjectFactory.class);
    }

    protected abstract TradeDto toTradeDto(Trade trade, @Context String identifierType);
}

After compilation, the generated implementation TradeMapperUsingObjectFactoryImpl#toTradeDto() method invokes the factory instead of  TradeDto‘s constructor. Later, in the implementation method, the rest of the target attributes are populated from the Trade#quantity and Trade#price attributes.

Moving on, let’s run the mapper program and validate the result:

void whenGivenSecurityIDInTradeObject_thenUseObjectFactoryToCreateTradeDto() {
    Trade trade = createTradeObject();

    TradeDto tradeDto = TradeMapperUsingObjectFactory.getInstance()
      .toTradeDto(trade, "SEDOL");

    assertEquals("B1Y8QX7", tradeDto.getSecurityIdentifier());
}

As expected, the program TradeMapperUsingObjectFactory#toTradeDto() successfully populates the TradeDto#SecurityIdentifier attribute with the SEDOL equivalent of Trade#securityID.

6. Conclusion

In this article, we learned how to use MapStruct’s @Context annotation to map target attributes that depend on external contexts. The feature is extremely important to provide a fine-grained control over the mapping operation. It helps pass context or state parameters to external services that retrieve target attribute values from other sources.

Moreover, they augment and complement the current features such as @AfterMapping, @BeforeMapping, @ObjectFactory annotations, and @Mapping#expression attribute.

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.
Course – Black Friday 2025 – NPI EA (cat= Baeldung)
announcement - icon

Yes, we're now running our Black Friday Sale. All Access and Pro are 33% off until 2nd December, 2025:

>> EXPLORE ACCESS NOW

Partner – Orkes – NPI EA (cat = Spring)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

announcement - icon

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

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
announcement - icon

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 – Black Friday 2025 – NPI (All)
announcement - icon

Yes, we're now running our Black Friday Sale. All Access and Pro are 33% off until 2nd December, 2025:

>> EXPLORE ACCESS NOW

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