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.

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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:

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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.

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.

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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1. Overview

In this tutorial, we’ll learn how to calculate the percentage difference between two numbers in Java. Before looking at the implementation, we’ll define the mathematical concept of percentage difference.

2. Mathematical Formula

Let’s see the formula to calculate the percentage difference between two numbers mathematically:

Percentage Difference = |(V1 – V2)/(V1 + V2)/2|*100

The percentage difference equals the absolute value of the change in value, divided by the average of the two numbers, all multiplied by 100. Here, and represent the two values for which we want to calculate the percentage difference.

3. Java Implementation

Let’s implement a simple method to calculate the percentage difference between two numbers:

static double calculatePercentageDifference(double v1, double v2) {
    double average = (v1 + v2) / 2;
    if (average == 0) {
        throw new IllegalArgumentException("The average of V1 and V2 cannot be zero.");
    }
    return Math.abs((v1 - v2) / average) * 100;
}

In the method calculatePercentageDifference(), we take two double values as input, V1 and V2. Then, we compute the average of V1 and V2 by summing them and then dividing the result by 2.

Next, we validate that the average isn’t zero to prevent division by zero errors. We then calculate the absolute difference between V1 and V2. Afterward, we divide this absolute difference by the average and multiply the result by 100 to convert it to a percentage. Finally, we return the computed percentage difference.

3.1. Test Implementation

Now that we’re clear on how to calculate percentage difference mathematically, let’s implement some tests to validate the implementation:

@Test
void whenOneValueIsZero_thenCalculateCorrectPercentageDifference() {
    double v1 = 0.0;
    double v2 = 50.0;
    double expected = 200.0;
    double result = PercentageDifferenceBetweenTwoNumbers.calculatePercentageDifference(V1, V2);
    assertEquals(expected, result, "Percentage difference should be correctly calculated when one value is zero.");
}

This test case verifies the behavior of the calculatePercentageDifference() method when the average of V1 and V2 is zero. It ensures that an IllegalArgumentException is thrown to handle this exceptional scenario.

Let’s verify the calculation of the implementation of the percentage difference:

@Test
void whenCalculatePercentageDifferenceBetweenTwoNumbers_thenCorrectResult() {
    double v1 = 50.0;
    double v2 = 70.0;
    double expected = 33.33; // Manual calculation: |(50 - 70)/((50 + 70)/2)| * 100 = 33.33
    double result = PercentageDifferenceBetweenTwoNumbers.calculatePercentageDifference(V1, V2);
    assertEquals(expected, result, 0.01, "Percentage difference should be correctly calculated.");
}

This test validates the correctness of the calculatePercentageDifference() method by calculating the percentage difference between two numbers (V1 and V2) and comparing the result with the expected value.

Finally, let’s implement a test for when the two numbers are swapped:

@Test
void whenV1AndV2AreSwapped_thenPercentageDifferenceIsSame() {
    double v1 = 70.0;
    double v2 = 50.0;
    double expected = PercentageDifferenceBetweenTwoNumbers.calculatePercentageDifference(V1, V2);
    double result = PercentageDifferenceBetweenTwoNumbers.calculatePercentageDifference(V2, V1);
    assertEquals(expected, result, 0.01, "Percentage difference should be the same when V1 and V2 are swapped.");
}

This test verifies that swapping the positions of V1 and V2 doesn’t affect the calculated percentage difference.

4. Conclusion

In this article, we learned how to calculate the percentage difference between two numbers in Java. We implemented a formula that measures the difference relative to their mean and wrote some unit tests to validate the implementation.

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:

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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 – 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)