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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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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.

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eBook – Jackson – NPI EA (cat=Jackson)
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Do JSON right with 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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Course – LS – NPI EA (cat=Jackson)
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Course – RWSB – NPI EA (cat=REST)
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Course – LSS – NPI EA (cat=Spring Security)
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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.

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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.

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Course – Summer Sale 2026 – NPI EA (cat= Baeldung)
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Course – Summer Sale 2026 – NPI (cat=Baeldung)
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1. Overview

In this quick tutorial, we’re going to take a look at the support for Vavr in Spring Data – which was added in the 2.0.0 Spring build snapshot.

More specifically, we’re going to show an example of using Vavr Option and Vavr collections as return types of a Spring Data JPA repository.

2. Maven Dependencies

First, let’s setup a Spring Boot project, since it makes configuring Spring Data much quicker, by adding the spring-boot-parent dependency to the pom.xml:

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-parent</artifactId>
</dependency>

Evidently, we also need the vavr dependency, as well as a few other dependencies for Spring Data and testing:

<dependency>
    <groupId>io.vavr</groupId>
    <artifactId>vavr</artifactId>
    <version>0.9.0</version>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-jpa</artifactId>
</dependency>
<dependency>
    <groupId>com.h2database</groupId>
    <artifactId>h2</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-test</artifactId>
</dependency>

The latest versions of vavr, spring-boot-starter-data-jpa, spring-boot-starter-test and h2 can be downloaded from Maven Central.

In this example, we’re only using Spring Boot because it provides Spring Data auto-configuration. If you are working in a non-Boot project, you can add the spring-data-commons dependency with Vavr support directly:

<dependency>
    <groupId>org.springframework.data</groupId>
    <artifactId>spring-data-commons</artifactId>
    <version>2.0.0.RELEASE</version>
</dependency>

3. Spring Data JPA Repository With Vavr

Spring Data now contains support for defining repository query methods using Vavr‘s Option and Vavr collections: Seq, Set, and Map as return types.

First, let’s create a simple entity class to manipulate:

@Entity
public class User {

    @Id
    @GeneratedValue(strategy = GenerationType.AUTO)
    private long id;

    private String name;
    
    // standard constructor, getters, setters
}

Next, let’s create the JPA repository by implementing the Repository interface and defining two query methods:

public interface VavrUserRepository extends Repository<User, Long> {

    Option<User> findById(long id);

    Seq<User> findByName(String name);

    User save(User user);
}

Here, we have made use of Vavr Option for a method returning zero or one results, and Vavr Seq for a query method which returns multiple User records.

We also need a main Spring Boot class to auto-configure Spring Data and bootstrap our application:

@SpringBootApplication
public class Application {
    public static void main(String[] args) {
        SpringApplication.run(Application.class, args);
    }
}

Since we have added the h2 dependency, Spring Boot will auto-configure a DataSource using an in-memory H2 database.

4. Testing the JPA Repository

Let’s add a JUnit test to verify our repository methods:

@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class)
public class VavrRepositoryIntegrationTest {

    @Autowired
    private VavrUserRepository userRepository;

    @Before
    public void setup() {
        User user1 = new User();
        user1.setName("John");
        User user2 = new User();
        user2.setName("John");

        userRepository.save(user1);
        userRepository.save(user2);
    }

    @Test
    public void whenAddUsers_thenGetUsers() {
        Option<User> user = userRepository.findById(1L);
        assertFalse(user.isEmpty());
        assertTrue(user.get().getName().equals("John"));

        Seq<User> users = userRepository.findByName("John");
        assertEquals(2, users.size());
    }
}

In the above test, we first add two user records to the database, then call the repository’s query methods. As you can see, the methods return the correct Vavr objects.

5. Conclusion

In this quick example, we have shown how we can define a Spring Data repository using Vavr types.

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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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:

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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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Course – LS – NPI EA (cat=REST)

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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 – Summer Sale 2026 – NPI EA (cat= Baeldung)
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Course – Summer Sale 2026 – NPI (All)
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eBook Jackson – NPI EA – 3 (cat = Jackson)