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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 – Persistence – NPI EA (cat=Persistence)
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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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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.

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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

Starting from the 4.0 release, MongoDB supports multi-document ACID transactions. And, Spring Data Lovelace now provides support for these native MongoDB transactions.

In this tutorial, we’ll discuss Spring Data MongoDB support for synchronous and reactive transactions.

We’ll also take a look at Spring Data TransactionTemplate for non-native transactions support.

For an introduction to this Spring Data module, have a look at our introductory write-up.

2. Setup MongoDB 4.0

First, we’ll need to setup latest MongoDB to try the new native transactions support.

To get started, we have to download the latest version from the MongoDB Download Center.

Next, we’ll start mongod service using the command line:

mongod --replSet rs0

Finally, initiate replica set – if not already:

mongo --eval "rs.initiate()"

Note that MongoDB currently supports transactions over a replica set.

3. Maven Configuration

Next, we need to add the following dependencies to our pom.xml:

<dependency>	
    <groupId>org.springframework.data</groupId>	
    <artifactId>spring-boot-starter-data-mongodb</artifactId>	
    <version>2.7.11</version>	
</dependency>

The latest release of the library can be found on the Central Repository

4. MongoDB Configuration

Now, let’s take a look at our configuration:

@Configuration
@EnableMongoRepositories(basePackages = "com.baeldung.repository")
public class MongoConfig extends AbstractMongoClientConfiguration{

    @Bean
    MongoTransactionManager transactionManager(MongoDatabaseFactory dbFactory) {
        return new MongoTransactionManager(dbFactory);
    }

    @Override
    protected String getDatabaseName() {
        return "test";
    }

    @Override
    public MongoClient mongoClient() {
        final ConnectionString connectionString = new ConnectionString("mongodb://localhost:27017/test");
        final MongoClientSettings mongoClientSettings = MongoClientSettings.builder()
            .applyConnectionString(connectionString)
            .build();
        return MongoClients.create(mongoClientSettings);
    }
}

Note that we need to register MongoTransactionManager in our configuration to enable native MongoDB transactions as they are disabled by default.

5. Synchronous Transactions

After we finished the configuration, all we need to do to use native MongoDB transactions – is to annotate our method with @Transactional.

Everything inside the annotated method will be executed in one transaction:

@Test
@Transactional
public void whenPerformMongoTransaction_thenSuccess() {
    userRepository.save(new User("John", 30));
    userRepository.save(new User("Ringo", 35));
    Query query = new Query().addCriteria(Criteria.where("name").is("John"));
    List<User> users = mongoTemplate.find(query, User.class);

    assertThat(users.size(), is(1));
}

Note that we can’t use listCollections command inside a multi-document transaction – for example:

@Test(expected = MongoTransactionException.class)
@Transactional
public void whenListCollectionDuringMongoTransaction_thenException() {
    if (mongoTemplate.collectionExists(User.class)) {
        mongoTemplate.save(new User("John", 30));
        mongoTemplate.save(new User("Ringo", 35));
    }
}

This example throws a MongoTransactionException as we used the collectionExists() method.

6. TransactionTemplate

We saw how Spring Data support new MongoDB native transaction. Additionally, Spring Data also provides the non-native option.

We can perform non-native transactions using Spring Data TransactionTemplate:

@Test
public void givenTransactionTemplate_whenPerformTransaction_thenSuccess() {
    mongoTemplate.setSessionSynchronization(SessionSynchronization.ALWAYS);                                     

    TransactionTemplate transactionTemplate = new TransactionTemplate(mongoTransactionManager);
    transactionTemplate.execute(new TransactionCallbackWithoutResult() {
        @Override
        protected void doInTransactionWithoutResult(TransactionStatus status) {
            mongoTemplate.insert(new User("Kim", 20));
            mongoTemplate.insert(new User("Jack", 45));
        };
    });

    Query query = new Query().addCriteria(Criteria.where("name").is("Jack")); 
    List<User> users = mongoTemplate.find(query, User.class);

    assertThat(users.size(), is(1));
}

We need to set SessionSynchronization to ALWAYS to use non-native Spring Data transactions.

7. Reactive Transactions

Finally, we’ll take a look at Spring Data support for MongoDB reactive transactions with Spring Boot.

We’ll need to add a few more dependencies to the pom.xml to work with reactive MongoDB:

<dependency>	
    <groupId>org.springframework.boot</groupId>	
    <artifactId>spring-boot-starter-data-mongodb-reactive</artifactId>	
    <version>2.7.11</version>	
</dependency>
<dependency>	
    <groupId>io.projectreactor</groupId>	
    <artifactId>reactor-test</artifactId>	
    <version>3.5.4</version>	
    <scope>test</scope>	
</dependency>

The spring-boot-starter-data-mongodb and reactor-test dependencies are available on Maven Central.

And of course, we need to configure our Reactive MongoDB:

@Configuration
@EnableReactiveMongoRepositories(basePackages = "com.baeldung.reactive.repository")
public class MongoReactiveConfig extends AbstractReactiveMongoConfiguration {

    @Override
    public MongoClient reactiveMongoClient() {
        return MongoClients.create();
    }

    @Override
    protected String getDatabaseName() {
        return "reactive";
    }

    @Bean
    public TransactionalOperator transactionalOperator(
      ReactiveTransactionManager reactiveTransactionManager) {
        return TransactionalOperator.create(reactiveTransactionManager);
    }
}

To use transactions in reactive MongoDB, we can combine TransactionalOperator and ReactiveMongoTemplate classes as follows:

@Autowired
private TransactionalOperator transactionalOperator;

@Autowired
private ReactiveMongoTemplate mongoTemplate;

@Test
public void whenPerformTransaction_thenSuccess() {
    User user1 = new User("Jane", 23);
    User user2 = new User("John", 34);

    Mono<User> saveEntity1 = mongoTemplate.save(user1);
    Mono<User> saveEntity2 = mongoTemplate.save(user2);

    saveEntity1.then(saveEntity2).then().as(transactionalOperator::transactional);
}

More information on reactive repositories in Spring Data is available here.

8. Conclusion

In this write-up, we learned how to use native and non-native MongoDB transactions using Spring Data.

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.

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:

>> 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:

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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.

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