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.

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

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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 – 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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Get Started with Apache Maven:

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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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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:

>> The New “REST With Spring Boot”

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:

>> Learn Spring Security

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.

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

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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.

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 – LJB – NPI EA (cat = Core Java)
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Code your way through and build up a solid, practical foundation of 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

Partner – Diagrid – NPI (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 will create a simple Spring application that relies on an in-memory database for testing.

For the standard profile, the application will have a standalone MySQL database configuration, which requires installing and running the MySQL server, with a proper user and database set-up.

To make testing the application easier, we will forego the additional configuration required by MySQL and instead use an H2 in-memory database for running the JUnit tests.

2. Maven Dependencies

For development, we need the following dependencies:

<dependency>
    <groupId>org.springframework</groupId>
    <artifactId>spring-test</artifactId>
    <version>6.0.6</version>
</dependency>
<dependency>
    <groupId>org.springframework.data</groupId>
    <artifactId>spring-data-jpa</artifactId>
    <version>3.1.0</version>
</dependency>
<dependency>
    <groupId>com.h2database</groupId>
    <artifactId>h2</artifactId>
    <version>2.1.214</version>
</dependency>
<dependency>
    <groupId>org.hibernate</groupId>
    <artifactId>hibernate-core</artifactId>
    <version>6.5.2.Final</version>
</dependency>

The latest versions of spring-test, spring-data-jpa, h2 and hibernate-core can be downloaded from Maven Central.

3. Data Model and Repository

Let’s create a simple Student class that will be marked as an entity:

@Entity
public class Student {

    @Id
    private long id;
    
    private String name;
    
    // standard constructor, getters, setters
}

Next, let’s create a repository interface based on Spring Data JPA:

public interface StudentRepository extends JpaRepository<Student, Long> {
}

This will enable Spring to create the support for manipulating Student objects.

4. Separate Property Sources

To allow the use of different database configurations for standard mode and testing mode, we can read the database properties from a file whose location is different depending on the running mode of the application.

For normal mode, the properties file will reside in src/main/resources, and for the testing method, we will use a properties file in the src/test/resources folder.

The application will first look for files in the src/test/resources folder when running a test. If the file is not found in this location, it will use the one defined in the src/main/resources folder. If the file is present in the test path, then it will override the one from the main path.

4.1. Defining the Property Files

Let’s create a persistence-student.properties file in the src/main/resources folder that defines properties for a MySQL data source:

dbc.driverClassName=com.mysql.jdbc.Driver
jdbc.url=jdbc:mysql://localhost:3306/myDb
jdbc.user=tutorialuser
jdbc.pass=tutorialpass

hibernate.dialect=org.hibernate.dialect.MySQLDialect
hibernate.hbm2ddl.auto=create-drop

In the case of the above configuration, we will need to have the myDb database created and the tutorialuser/tutorialpass user set up.

Since we want to use an in-memory database for testing, we will create a similar file with the same name in the src/test/resources folder, containing properties with the same keys and H2 database-specific values:

jdbc.driverClassName=org.h2.Driver
jdbc.url=jdbc:h2:mem:myDb;DB_CLOSE_DELAY=-1;NON_KEYWORDS=KEY,VALUE

hibernate.dialect=org.hibernate.dialect.H2Dialect
hibernate.hbm2ddl.auto=create

We have configured the H2 database to live in-memory and be created automatically, then closed and dropped when the JVM exits.

4.2. JPA Configuration

Let’s create a @Configuration class that searches for a file called persistence-student.properties as a property source and creates a DataSource using the database properties defined within it:

@Configuration
@EnableJpaRepositories(basePackages = "com.baeldung.persistence.dao")
@PropertySource("persistence-student.properties")
@EnableTransactionManagement
public class StudentJpaConfig {

    @Autowired
    private Environment env;
    
    @Bean
    public DataSource dataSource() {
        DriverManagerDataSource dataSource = new DriverManagerDataSource();
        dataSource.setDriverClassName(env.getProperty("jdbc.driverClassName"));
        dataSource.setUrl(env.getProperty("jdbc.url"));
        dataSource.setUsername(env.getProperty("jdbc.user"));
        dataSource.setPassword(env.getProperty("jdbc.pass"));

        return dataSource;
    }
    
    // configure entityManagerFactory
    
    // configure transactionManager

    // configure additional Hibernate Properties
}

5. Creating a JUnit Test

Let’s write a simple JUnit test based on the configuration described above that uses the StudentRepository to save and retrieve a Student entity:

@RunWith(SpringJUnit4ClassRunner.class)
@ContextConfiguration(
  classes = { StudentJpaConfig.class }, 
  loader = AnnotationConfigContextLoader.class)
@Transactional
public class InMemoryDBTest {
    
    @Resource
    private StudentRepository studentRepository;
    
    @Test
    public void givenStudent_whenSave_thenGetOk() {
        Student student = new Student(1, "john");
        studentRepository.save(student);
        
        Student student2 = studentRepository.findOne(1);
        assertEquals("john", student2.getName());
    }
}

Our test will run in an entirely self-contained manner — it will create an in-memory H2 database, execute statements, then close the connection and drop the database, as we can see in the log:

INFO: HHH000400: Using dialect: org.hibernate.dialect.H2Dialect
Hibernate: drop table Student if exists
Hibernate: create table Student (id bigint not null, name varchar(255), primary key (id))
Mar 24, 2017 12:41:51 PM org.hibernate.tool.schema.internal.SchemaCreatorImpl applyImportSources
INFO: HHH000476: Executing import script 'org.hibernate.tool.schema.internal.exec.ScriptSourceInputNonExistentImpl@1b8f9e2'
Hibernate: select student0_.id as id1_0_0_, student0_.name as name2_0_0_ from Student student0_ where student0_.id=?
Hibernate: drop table Student if exists

6. Conclusion

In this quick example, we’ve shown how we can run a self-contained test using an in-memory database.

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?

Explore the eBook

Course – LS – NPI EA (cat=REST)

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

>> CHECK OUT THE COURSE

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)