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.

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:

>> Learn Java Basics

1. Overview

When we work in Java, String manipulation and comparison are everyday tasks.

In this quick tutorial, let’s delve into an interesting problem: checking if a String equals its mirror reflection.

2. Introduction to the Problem

It’s a common misconception that obtaining the mirror reflection of a String simply involves reversing its order. Take, for instance, the String “ALL”. Intuitively, one might expect its mirror reflection to be “LLA”. Yet, upon closer examination using an actual mirror, we discover that “LLA” doesn’t quite match the mirrored version of “ALL“.

The key misunderstanding lies in the fact that every individual character within a String undergoes a reversal in its mirror reflection. Thus, the mirror reflection of “ALL” actually appears as “⅃⅃A”.

Characters can be categorized as symmetric or asymmetric based on reversed behavior. A symmetric character is one that remains unchanged when reversed, such as ‘A’, ‘O’, ‘o’, ‘V’, ‘v’, ‘M’, ‘8’, ‘+’, ‘-‘, and so on. Conversely, an asymmetric character differs from its reversed form, exemplified by ‘L’, ‘S’, ‘p’, ‘h’, ‘/’, ‘3’, etc.

So, when we say a String equals its mirror reflection, it has two requirements:

  • The String only contains symmetric characters.
  • The given String must equal its reversed value. In other words, the String must be a palindrome, for example “MUM

For simplicity, we’ll only check String values consisting of uppercase English letters as examples in this tutorial. Then, these are the symmetric uppercase characters we need to check:

final static Set<Character> SYMMETRIC_LETTERS = Set.of('A', 'H', 'I', 'M', 'O', 'T', 'U', 'V', 'W', 'X', 'Y');

Next, let’s explore how to perform the String mirror reflection check.

3. The Idea to Solve the Problem: Combining the Two Checks

Now that we understand the problem’s two requirements, a straightforward idea to solve the problem is creating a method to combine the symmetric character check and palindrome String check:

boolean isMirrorImageEqual(String input) {
    return containsOnlySymmetricLetters(input) && isPalindrome(input);
}

Next, let’s tackle this step by step.

4. Implementing the containsOnlySymmetricLetters() Method

As we have defined the symmetric letters in a Set, we need to examine whether SYMMETRIC_LETTERS contains each character in the given String:

boolean containsOnlySymmetricLetters(String input) {
    Set<Character> characterSet = input.chars()
      .mapToObj(c -> (char) c)
      .collect(Collectors.toSet());
    characterSet.removeAll(SYMMETRIC_LETTERS);
    return characterSet.isEmpty();
}

As the code above shows, we perform this check in three steps:

  • Convert the input String into a Set<Character> named characterSet
  • Remove all required symmetric letters from characterSet
  • Check if characterSet is empty after the removal
  • If the set is empty, it means it only contained symmetric characters

Next, let’s implement the isPalindrome() method.

5. Implementing the isPalindrome() Method

There are different ways to check if a String is a palindrome in Java. Let’s take a straightforward solution to do the job:

boolean isPalindrome(String input) {
    String reversed = new StringBuilder(input).reverse()
      .toString();
    return input.equals(reversed);
}

As we can see, we check if the input String and the reversed input are equal to determine whether input is a palindrome.

6. Testing the Solution

Now, both building blocks of isMirrorImageEqual() are in place. Finally, let’s create a test to verify if this method solves our problem:

assertFalse(isMirrorImageEqual("LOL"));
assertFalse(isMirrorImageEqual("AXY"));
assertFalse(isMirrorImageEqual("HUHU"));
 
assertTrue(isMirrorImageEqual(""))
assertTrue(isMirrorImageEqual("AAA"));
assertTrue(isMirrorImageEqual("HUH"));
assertTrue(isMirrorImageEqual("HIMMIH"));
assertTrue(isMirrorImageEqual("HIMIH"));

As we can see, we test the method with various input String values, and our solution works as expected.

7. Conclusion

In this article, we first discussed the characteristics of a String‘s mirror reflection. Then, we explored a solution to check whether a given String and its mirror reflection are equal.

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:

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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:

>> 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)