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.

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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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.

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.

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Partner – LambdaTest – NPI EA (cat=Testing)
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Regression testing is an important step in the release process, to ensure that new code doesn't break the existing functionality. As the codebase evolves, we want to run these tests frequently to help catch any issues early on.

The best way to ensure these tests run frequently on an automated basis is, of course, to include them in the CI/CD pipeline. This way, the regression tests will execute automatically whenever we commit code to the repository.

In this tutorial, we'll see how to create regression tests using Selenium, and then include them in our pipeline using GitHub Actions:, to be run on the LambdaTest cloud grid:

>> How to Run Selenium Regression Tests With GitHub Actions

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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eBook – Maven – NPI (cat=Maven)
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1. Overview

In this tutorial, we’ll build a Maven multi-module project. In this project, the services and controllers will be in different modules. Then, we’ll write some tests and use Jacoco to calculate the code coverage.

2. Service Layer

First, let’s create the service layer of our multi-module application.

2.1. Service Class

We’ll create our service and add a couple of methods:

@Service
class MyService {

    String unitTestedOnly() {
        return "unit tested only";
    }

    String coveredByUnitAndIntegrationTests() {
        return "covered by unit and integration tests";
    }

    String coveredByIntegrationTest() {
        return "covered by integration test";
    }

    String notTested() {
        return "not tested";
    }

}

As their names indicate:

  • a unit test located in the same layer will test the method unitTestedOnly()
  • a unit test will test coveredByUnitAndIntegrationTests(). An integration test in the controller module will also cover this method’s code
  • an integration test will cover coveredByIntegrationTest(). However, no unit test will test this method
  • No test will cover the method notTested()

2.2. Unit Tests

Let’s now write the corresponding unit tests:

class MyServiceUnitTest {

    MyService myService = new MyService();
    
    @Test
    void whenUnitTestedOnly_thenCorrectText() {
        assertEquals("unit tested only", myService.unitTestedOnly());
    }

    @Test
    void whenTestedMethod_thenCorrectText() {
        assertEquals("covered by unit and integration tests", myService.coveredByUnitAndIntegrationTests());
    }

}

The tests are simply checking that the method’s output is as expected.

2.3. Surefire Plugin Configuration

We’ll use the Maven Surefire plugin to run the unit tests. Let’s configure it inside the service’s module pom.xml:

<plugins>
    <plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-surefire-plugin</artifactId>
    <version>3.2.5</version>
    <configuration>
    <includes>
        <include>**/*Test.java</include>
    </includes>
    </configuration>
    </plugin>
</plugins>

3. Controller Layer

We’ll now add a controller layer in our multi-module application.

3.1. Controller Class

Let’s add the controller class:

@RestController
class MyController {

    private final MyService myService;

    public MyController(MyService myService) {
        this.myService = myService;
    }

    @GetMapping("/tested")
    String fullyTested() {
        return myService.coveredByUnitAndIntegrationTests();
    }

    @GetMapping("/indirecttest")
    String indirectlyTestingServiceMethod() {
        return myService.coveredByIntegrationTest();
    }

    @GetMapping("/nottested")
    String notTested() {
        return myService.notTested();
    }

}

The fullyTested() and indirectlyTestingServiceMethod() methods will be tested by integration tests. As a result, those tests will cover the two service methods coveredByUnitAndIntegrationTests() and coveredByIntegrationTest(). On the other hand, we’ll write no test for notTested().

3.2. Integration Tests

We can now test our RestController:

@SpringBootTest(classes = MyApplication.class)
@AutoConfigureMockMvc
class MyControllerIntegrationTest {

    @Autowired
    private MockMvc mockMvc;

    @Test
    void whenFullyTested_ThenCorrectText() throws Exception {
        mockMvc.perform(MockMvcRequestBuilders.get("/tested"))
          .andExpect(MockMvcResultMatchers.status()
            .isOk())
          .andExpect(MockMvcResultMatchers.content()
            .string("covered by unit and integration tests"));
    }

    @Test
    void whenIndirectlyTestingServiceMethod_ThenCorrectText() throws Exception {
        mockMvc.perform(MockMvcRequestBuilders.get("/indirecttest"))
          .andExpect(MockMvcResultMatchers.status()
            .isOk())
          .andExpect(MockMvcResultMatchers.content()
            .string("covered by integration test"));
    }

}

In these tests, we start an application server and send it requests. Then, we check that the output is correct.

3.3. Failsafe Plugin Configuration

We’ll use the Maven Failsafe plugin to run the integration tests. The last step is to configure it inside the controller’s module pom.xml:

<plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-failsafe-plugin</artifactId>
    <version>3.1.2</version>
    <executions>
        <execution>
            <goals>
                <goal>integration-test</goal>
                <goal>verify</goal>
            </goals>
	</execution>
        </executions>
    <configuration>
        <includes>
            <include>**/*IntegrationTest.java</include>
        </includes>
    </configuration>
</plugin>

4. Aggregating Coverage via Jacoco

Jacoco (Java Code Coverage) is a tool used in Java applications to measure code coverage during testing. Let’s now compute our coverage report.

4.1. Preparing Jacoco Agent

The prepare-agent phase sets up the necessary hooks and configuration so that Jacoco can track the executed code while running tests. This configuration is required before we run any tests. Thus, we’ll add the preparation step directly to the parent pom.xml:

<plugin>
    <groupId>org.jacoco</groupId>
    <artifactId>jacoco-maven-plugin</artifactId>
    <version>0.8.11</version>
    <executions>
        <execution>
            <goals>
                <goal>prepare-agent</goal>
            </goals>
        </execution>
    </executions>
</plugin>

4.2. Gathering Tests Results

To gather the test coverage, we’ll create a new module aggregate-report. It contains only a pom.xml and has dependencies on the two previous modules.

Thanks to the preparation phase, we can aggregate the reports from every module. It’s the job of the report-aggregate goal:

<plugin>
    <groupId>org.jacoco</groupId>
    <artifactId>jacoco-maven-plugin</artifactId>
    <version>0.8.8</version>
    <executions>
        <execution>
            <phase>verify</phase>
            <goals>
                <goal>report-aggregate</goal>
            </goals>
            <configuration>
                <dataFileIncludes>
                    <dataFileInclude>**/jacoco.exec</dataFileInclude>
                </dataFileIncludes>
                <outputDirectory>${project.reporting.outputDirectory}/jacoco-aggregate</outputDirectory>
            </configuration>
        </execution>
    </executions>
</plugin>

We can now run the verify goal from the parent module:

$ mvn clean verify

At the end of the build, we can see that Jacoco generates the report in the target/site/jacoco-aggregate folder of the aggregate-report submodule.

Let’s open the index.html file to have a look at the results.

To begin, we can navigate to the report for the controller class:

controller coverage

As expected, the constructor and the fullyTested() and indirectlyTestingServiceMethod() methods are covered by the tests, whereas notTested() isn’t covered.

Let’s now have a look at the report for the service class:

service coverage

This time, let’s focus on the coveredByIntegrationTest() method. As we know, no test in the service module tests this method. The only test that passes through this method’s code is inside the controller module. However, Jacoco recognized that there is a test for this method. In this case, the word aggregation takes its whole meaning!

5. Conclusion

In this article, we created a multi-module project and gathered the test coverage thanks to Jacoco.

Let’s recall that we need to run the preparation phase before the tests, while the aggregation takes place after them. To go further, we can use a tool like SonarQube to get an excellent overview of the coverage result.

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:

>> 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)
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