eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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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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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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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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Get started with Spring and Spring Boot, through the Learn Spring course:

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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 learn how to configure and implement database operations in a reactive way on Couchbase using Spring Data Repositories.

We’ll cover the basic usages of ReactiveCrudRepository and ReactiveSortingRepository. Additionally, we’ll configure our test application with AbstractReactiveCouchbaseConfiguration.

2. Maven Dependencies

Firstly, let’s add the necessary dependencies:

<dependency>
    <groupId>io.projectreactor</groupId>
    <artifactId>reactor-core</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-couchbase-reactive</artifactId>
</dependency>

The spring-boot-starter-data-couchbase-reactive dependency contains everything that we need to operate on Couchbase using reactive API.

We’ll also include the reactor-core dependency to use Project Reactor API.

3. Configuration

Next, let’s define the connection settings between Couchbase and our application.

Let’s begin by creating a class that will hold our properties:

@Configuration
public class CouchbaseProperties {

    private List<String> bootstrapHosts;
    private String bucketName;
    private String bucketPassword;
    private int port;

    public CouchbaseProperties(
      @Value("${spring.couchbase.bootstrap-hosts}") List<String> bootstrapHosts, 
      @Value("${spring.couchbase.bucket.name}") String bucketName, 
      @Value("${spring.couchbase.bucket.password}") String bucketPassword, 
      @Value("${spring.couchbase.port}") int port) {
        this.bootstrapHosts = Collections.unmodifiableList(bootstrapHosts);
        this.bucketName = bucketName;
        this.bucketPassword = bucketPassword;
        this.port = port;
    }

    // getters
}

In order to use reactive support, we should create the configuration class that’ll extend AbstractReactiveCouchbaseConfiguration:

@Configuration
@EnableReactiveCouchbaseRepositories
public abstract class ReactiveCouchbaseConfiguration extends AbstractCouchbaseConfiguration {

    private CouchbaseProperties couchbaseProperties;

    public ReactiveCouchbaseConfiguration(final CouchbaseProperties couchbaseProperties) {
        this.couchbaseProperties = couchbaseProperties;
    }

    @Override
    public String getConnectionString() {
        return String.join(",", couchbaseProperties.getBootstrapHosts());
    }

    @Override
    public String getUserName() {
        return couchbaseProperties.getBucketName();
    }

    @Override
    public String getPassword() {
        return couchbaseProperties.getBucketPassword();
    }

    @Override
    public String getBucketName() {
        return couchbaseProperties.getBucketName();
    }
}

Additionally, we’ve used @EnableReactiveCouchbaseRepositories to enable our reactive repositories that’ll be under the specified package.

Furthermore, we’ve overridden some methods in order to pass the Couchbase connection properties.

4. Repositories

In this section, we’ll learn how to create and use the reactive repository. By default, the “all” view is backing most CRUD operations. The custom repository methods are backed by N1QL. If the cluster doesn’t support N1QL, the UnsupportedCouchbaseFeatureException will be thrown during initialization.

Firstly, let’s create the POJO class that our repositories will work with:

@Document
public class Person {
    @Id private UUID id;
    private String firstName;

   //getters and setters
}

4.1. View-Based Repository

Now, we’ll create a repository for Person:

@Repository
@ViewIndexed(designDoc = ViewPersonRepository.DESIGN_DOCUMENT)
public interface ViewPersonRepository extends ReactiveCrudRepository<Person, UUID> {

    String DESIGN_DOCUMENT = "person";
}

The repository extends the ReactiveCrudRepository interface in order to use Reactor API to interact with Couchbase.

Additionally, we can add a custom method and use the @View annotation to make it view-based:

@View(designDocument = ViewPersonRepository.DESIGN_DOCUMENT)
Flux<Person> findByFirstName(String firstName);

By default, the query will look for a view named byFirstName. If we want to provide a custom view name, we’ll have to use the viewName argument.

Lastly, let’s create a simple CRUD test with the help of a test subscriber:

@Test
public void shouldSavePerson_findById_thenDeleteIt() {
    final UUID id = UUID.randomUUID();
    final Person person = new Person(id, "John");
    personRepository
      .save(person)
      .subscribe();
 
    final Mono<Person> byId = personRepository.findById(id);
 
    StepVerifier
      .create(byId)
      .expectNextMatches(result -> result
        .getId()
        .equals(id))
      .expectComplete()
      .verify();
 
    personRepository
      .delete(person)
      .subscribe();
}

4.2. N1QL/View-Based Repository

Now, we’ll create the reactive repository for Person that’ll use the N1QL queries:

@Repository
public interface N1QLPersonRepository extends ReactiveCrudRepository<Person, UUID> {
    Flux findAllByFirstName(final String firstName);
}

The repository extends the ReactiveCrudRepository in order to use Reactor API as well. In addition, we’ve added a custom findAllByFirstName method, which creates the N1QL backed query.

After that, let’s add the test for the findAllByFirstName method:

@Test
public void shouldFindAll_byLastName() {
    final String firstName = "John";
    final Person matchingPerson = new Person(UUID.randomUUID(), firstName);
    final Person nonMatchingPerson = new Person(UUID.randomUUID(), "NotJohn");
    personRepository
      .save(matchingPerson)
      .subscribe();
    personRepository
      .save(nonMatchingPerson)
      .subscribe();
 
    final Flux<Person> allByFirstName = personRepository.findAllByFirstName(firstName);
 
    StepVerifier
      .create(allByFirstName)
      .expectNext(matchingPerson)
      .verifyComplete();
}

Furthermore, we’ll create a repository that allows us to retrieve people using the sorting abstraction:

@Repository
public interface N1QLSortingPersonRepository extends ReactiveCrudRepository<Person, UUID>, ReactiveSortingRepository<Person, UUID> {
}

Lastly, let’s write a test to check if the data is actually sorted:

@Test
public void shouldFindAll_sortedByFirstName() {
    final Person firstPerson = new Person(UUID.randomUUID(), "John");
    final Person secondPerson = new Person(UUID.randomUUID(), "Mikki");
    personRepository
      .save(firstPerson)
      .subscribe();
    personRepository
      .save(secondPerson)
      .subscribe();
 
    final Flux<Person> allByFirstName = personRepository
      .findAll(Sort.by(Sort.Direction.DESC, "firstName"));
 
    StepVerifier
      .create(allByFirstName)
      .expectNextMatches(person -> person
        .getFirstName()
        .equals(secondPerson.getFirstName()))
      .expectNextMatches(person -> person
        .getFirstName()
        .equals(firstPerson.getFirstName()))
      .verifyComplete();
}

5. Conclusion

In this article, we’ve learned how to use repositories using reactive programming with Couchbase and Spring Data Reactive framework.

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:

>> Join Pro and download the eBook

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:

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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.

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