eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with 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:

>> LEARN SPRING
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:

>> Learn Java Basics

1. Overview

SonarQube is an open-source and standalone service that gives an overview of the overall health of our source code by measuring code quality and code coverage.

In this tutorial, we’ll cover the process of measuring code coverage using SonarQube and JaCoCo.

2. Description

2.1. Code Coverage

Code coverage, also called test coverage, is a measure of how much of the application’s code has been run in testing. Essentially, it’s a metric that many teams use to check the quality of their tests because it represents the percentage of the production code that has been tested and run.

This gives development teams reassurance that their programs have been broadly tested for bugs and should be relatively error-free.

2.2. SonarQube and JaCoCo

SonarQube inspects and evaluates everything that affects our codebase, from minor styling details to critical design errors. This enables developers to access and track code analysis data ranging from styling errors, potential bugs and code defects, to design inefficiencies, code duplication, lack of test coverage and excess complexity.

It also defines a quality gate, which is a set of measure-based boolean conditions. Additionally, SonarQube helps us to know whether our code is production-ready or not.

SonarQube is used in integration with JaCoCo, a free code coverage library for Java.

3. Maven Configuration

3.1. Download SonarQube

We can download SonarQube from its official website.

To start SonarQube, run the file named StartSonar.bat for a Windows machine or the file sonar.sh for Linux or macOS. The file is in the bin directory of the extracted download.

3.2. Set Properties for SonarQube and JaCoCo

Let’s first add the necessary properties that define the JaCoCo version, plugin name, report path and sonar language:

<properties>
    <!-- JaCoCo Properties -->
    <jacoco.version>0.8.6</jacoco.version>
    <sonar.java.coveragePlugin>jacoco</sonar.java.coveragePlugin>
    <sonar.dynamicAnalysis>reuseReports</sonar.dynamicAnalysis>
    <sonar.jacoco.reportPath>${project.basedir}/../target/jacoco.exec</sonar.jacoco.reportPath>
    <sonar.language>java</sonar.language>
</properties>

The property sonar.jacoco.reportPath specifies the location where the JaCoCo report will be generated.

3.3. Dependencies and Plugins for JaCoCo

The JaCoCo Maven plugin provides access to the JaCoCo runtime agent, which records execution coverage data and creates a code coverage report.

Now let’s have a look at the dependency we’ll add to our pom.xml file:

<dependency>
    <groupId>org.jacoco</groupId> 
    <artifactId>jacoco-maven-plugin</artifactId>
    <version>0.8.11</version>
</dependency>

Next, let’s configure the plugin that integrates our Maven project with JaCoCo:

<plugin>
    <groupId>org.jacoco</groupId>
    <artifactId>jacoco-maven-plugin</artifactId>
    <version>${jacoco.version}</version>
    <executions>
        <execution>
            <id>jacoco-initialize</id>
            <goals>
                <goal>prepare-agent</goal>
            </goals>
        </execution>
        <execution>
            <id>jacoco-site</id>
            <phase>package</phase>
            <goals>
                <goal>report</goal>
            </goals>
        </execution>
    </executions>
</plugin>

4. SonarQube in Action

Now that we’ve defined the required dependency and plugin in our pom.xml file, we’ll run mvn clean install to build our project.

Then we’ll start the SonarQube server before running the command mvn sonar:sonar.

Once this command runs successfully, it will give us a link to the dashboard of our project’s code coverage report:

sonar

 

Notice that it creates a file named jacoco.exec in the target folder of the project.

This file is the result of the code coverage that will be further used by SonarQube:

Jacoco result

It also creates a dashboard in the SonarQube portal.

This dashboard shows the coverage report with all the issues, security vulnerabilities, maintainability metrics and code duplication blocks found in our code:

sonarqube

5. Conclusion

SonarQube and JaCoCo are two tools that we can use together to make it easy to measure code coverage.

They also provide an overview of the overall health of the source code by finding code duplications, bugs and other issues in the code. This helps us to know whether our code is production-ready or not.

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)