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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.

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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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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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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.

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

1. Overview

In this quick tutorial, we discuss the highly useful programming concept known as a Pair. Pairs provide a convenient way of handling simple key-to-value association and are particularly useful when we want to return two values from a method.

A simple implementation of a Pair is available in the core Java libraries. Beyond that, certain third-party libraries such as Apache Commons and Vavr have exposed this functionality in their respective APIs.

Further reading:

The Java HashMap Under the Hood

A quick and practical guide to Hashmap's internals

Iterate Over a Map in Java

Learn different ways of iterating through the entries of a Map in Java.

Java - Combine Multiple Collections

A quick and practical guide to combining multiple collections in Java

2. Difference Between Pair and HashMap

Both Pair and HashMap are used to associate keys with values in Java, but they serve distinct purposes and are suited to different use cases.

A Pair represents a single, fixed association between a key and a value. It’s typically used when only one key-value relationship is needed, such as when we must return two related values from a method or handle minimal, one-to-one mappings.

For example, we could create a Pair with a key of 1 and a value of “One”. In this case, the key in the pair object can be retrieved by calling a getKey() method, while the value can be retrieved by calling getValue(). This approach is ideal for cases where only a simple mapping is required.

A HashMap, on the other hand, is designed to store multiple key-value pairs, allowing for dynamic, scalable mappings. HashMaps are optimized for efficient retrieval, insertion, and deletion of elements based on keys, making them ideal for managing a collection of mappings.

For example, we might use a HashMap to store multiple key-value pairs, like associating the key 1 with the value “One,” the key 2 with “Two,” and the key 3 with “Three.” In this case, the HashMap allows us to retrieve any value by providing its corresponding key, making it a better choice for complex applications that require multiple associations and efficient lookups.

In summary, Pair is best suited for handling a single key-value association or when returning two related values from a method. HashMap, however, is more appropriate for cases that involve storing multiple key-value pairs and require efficient data retrieval and modification capabilities.

3. Core Java Implementation

3.1. The Pair Class

We can find the Pair class in the javafx.util package. The constructor of this class takes two arguments, a key and its corresponding value:

Pair<Integer, String> pair = new Pair<>(1, "One");
Integer key = pair.getKey();
String value = pair.getValue();

This example illustrates a simple Integer to String mapping using the Pair concept.

As shown, the key in the pair object is retrieved by invoking a getKey() method, while the value is retrieved by calling getValue().

3.2. AbstractMap.SimpleEntry and AbstractMap.SimpleImmutableEntry

SimpleEntry is defined as a nested class inside the AbstractMap class. To create an object of this type we can provide a key and value to the constructor:

AbstractMap.SimpleEntry<Integer, String> entry 
  = new AbstractMap.SimpleEntry<>(1, "one");
Integer key = entry.getKey();
String value = entry.getValue();

The key and value can be accessed through standard getter and setter methods.

Additionally, the AbstractMap class also contains a nested class that represents an immutable pair, the SimpleImmutableEntry class:

AbstractMap.SimpleImmutableEntry<Integer, String> entry
  = new AbstractMap.SimpleImmutableEntry<>(1, "one");

This works similarly to the mutable pair class, except the value of the pair cannot be changed. Attempting to do so will result in an UnsupportedOperationException.

4. Apache Commons

In the Apache Commons library, we can find the Pair class in the org.apache.commons.lang3.tuple package. This is an abstract class, so it cannot be instantiated directly.

Here we can find two sub-classes representing immutable and mutable pairs, ImmutablePair and MutablePair.

Both implementations have access to key/value getter/setter methods:

ImmutablePair<Integer, String> pair = new ImmutablePair<>(2, "Two");
Integer key = pair.getKey();
String value = pair.getValue();

Unsurprisingly, an attempt to invoke setValue() on the ImmutablePair results in an UnsupportedOperationException.

However, the operation is entirely valid for a mutable implementation:

Pair<Integer, String> pair = new MutablePair<>(3, "Three");
pair.setValue("New Three");

5. Vavr

In the Vavr library, the pair functionality is provided by the immutable Tuple2 class:

Tuple2<Integer, String> pair = new Tuple2<>(4, "Four");
Integer key = pair._1();
String value = pair._2();

In this implementation, we can’t modify the object after creation, so mutating methods return a new instance that includes the provided change:

tuplePair = pair.update2("New Four");

6. Alternative I – Simple Container Class

Either by user preference or in the absence of any of the aforementioned libraries, a standard workaround for the pair functionality is creating a simple container class that wraps desired return values.

The biggest advantage here is the ability to provide our name, which helps in avoiding having the same class representing different domain objects:

public class CustomPair {
    private String key;
    private String value;

    // standard getters and setters
}

7. Alternative II – Arrays

Another common workaround is by using a simple array with two elements to achieve similar results:

private Object[] getPair() {
    // ...
    return new Object[] {key, value};
}

Typically, the key is located at index zero of the array, while its corresponding value is located at index one.

8. Conclusion

In this article, we discussed the concept of Pairs in Java and the different implementations available in core Java as well as other third-party libraries.

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:

>> 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:

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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.

Course – LS – NPI (cat=Java)
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Get started with Spring Boot and with core Spring, through the Learn Spring course:

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eBook Jackson – NPI EA – 3 (cat = Jackson)