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:

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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:

>> 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:

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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.

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 tutorial, we’ll provide an overview of JEP 526. While this preview API was first introduced under the name “Stable Values” in Java 25 (JEP 502), it has now been renamed “Lazy Constants” as of Java 26, with some minor API adjustments. Note that in order to make use of Lazy Constants, we must enable preview features when compiling and running our program.

2. Understanding the Problem

As Java developers, we constantly balance the trade-offs associated with making our fields final.

On one hand, final instance fields are a requirement in order to make our classes immutable, which helps promote cleaner and more robust code. In addition, the JVM compilers, javac and JIT, will consider certain final fields when making constant fold optimizations. This eliminates unnecessary computation from our compiled code by simplifying/computing constant expressions ahead of time.

However, there’s a major limitation to using final fields. We must initialize a final field immediately. This is problematic if the field is expensive to create.

Let’s pretend we have an immutable class with an expensive object:

class ImmutableClass {
 
    private final ExpensiveObject expensiveObject = new ExpensiveObject(); 
    
    public ImmutableClass() {}
    
    void methodThatUsesInstanceField() {
        // logic that uses instance field
    }
}

We can see that upon instantiation of our class, we’ll incur the cost of initializing the expensiveObject field immediately. Alternatively, if this were a static field, we’d incur this cost at class loading time instead:

static final ExpensiveObject expensiveObject = new ExpensiveObject();

Incurring initialization costs ahead of time can result in long start-ups for Java applications. Ideally, we want to push these initialization costs until we actually need to use these fields. One way to achieve this would be to drop the final modifier, allowing us to set the field at a later point (typically immediately prior to use). However, such an approach isn’t thread-safe.

Instead, the Lazy Constants API offers a solution by providing “deferred immutability”.

3. What’s a LazyConstant?

A LazyConstant (formerly StableValue) acts as a wrapper around a field, which we refer to as its contents. This field is annotated with @Stable (an internal JDK annotation), guaranteeing that it’ll be initialized at most once during its lifecycle, even under concurrency in a multi-threaded environment.

As a result of this guarantee and as long as a LazyConstant field is final, the JVM can make constant fold optimizations in much the same way it does for trusted final fields like those in records. In addition to ensuring that the contents will always point to the same object once initialized, we can also delay this initialization.

3.1. Using the LazyConstant.of() Method to Create an Uninitialized LazyConstant

The Lazy Constants API provides the static factory method LazyConstant.of(Supplier<? extends T> computingFunction) to create an uninitialized LazyConstant

LazyConstant<ExpensiveObject> lazyEO = LazyConstant.of(() -> new ExpensiveObject());

Under the hood, the LazyConstant object holds both the provided supplier and a field that will represent its contents. We consider the LazyConstant to be uninitialized as its contents haven’t been set using the provided supplier yet. Thus, invoking the isInitialized() method for the LazyConstant will return false.

3.2. Initializing a LazyConstant

In order to retrieve the contents of a LazyConstant, we can invoke the get() method:

final ExpensiveObject expensiveObject = lazyConstant.get();

If the LazyConstant is uninitialized, the provided supplier is invoked, with the result being used to set its contents, and the contents are then returned, thereby achieving delayed initialization for our expensive object. Note that if the LazyConstant was already initialized, the get() method would simply return its contents.

Applying this to our ImmutableClass, we can maintain its immutability while delaying initialization of our expensive object:

class ImmutableClass {

    private final LazyConstant<ExpensiveObject> lazyEO = LazyConstant.of(() -> new ExpensiveObject());

    void methodThatUsesInstanceField() {
        final ExpensiveObject expensiveObject = lazyEO.get();
        // logic that uses expensiveObject
    }
}

However, what if we had a collection of variables we wanted to delay initialization for? We can achieve this with LazyCollections.

4. Lazy Collections

4.1. Lazy List

The List<E> interface now provides a new static factory method List.ofLazy(int size, IntFunction<? extends E> computingFunction). This method takes two parameters. The first parameter is an int that determines the size of the List. The second parameter is an IntFunction that accepts the index of a certain element to compute its intended value.

Importantly, this computation occurs only when we access an element for the first time. Any subsequent access to that element returns the cached result stored in the contents of a LazyConstant for that particular index. Thus, we can think of a LazyList as a list of LazyConstants. We access the elements through the typical methods of the List interface, such as get(int index).

Let’s say we want to calculate the 5s times table out to a multiple of 10. We could write the code as:

List<Integer> fiveTimesTable = List.of(0 * 5, 1 * 5,..., 10 * 5);

However, let’s pretend that the computation to calculate each multiple is quite expensive. Thus, we want to calculate each element only when it’s first accessed and cached thereafter for future use. We can use a LazyList to achieve this:

@Test
void givenLazyListForFiveTimesTable_thenVerifyElementsAreExpected() {
    List<Integer> fiveTimesTable = List.ofLazy(11, index -> index * 5);
    
    assertThat(fiveTimesTable.get(0)).isEqualTo(0);
    assertThat(fiveTimesTable.get(1)).isEqualTo(5);
    // ...
    assertThat(fiveTimesTable.get(10)).isEqualTo(50);
}

It’s important to note that if we had the following statements instead:

assertThat(fiveTimesTable.get(0)).isEqualTo(0);
assertThat(fiveTimesTable.get(0)).isEqualTo(0); // returns the already-computed value

Then we would only compute the expression 0 * 5 for the first statement.

4.2. Lazy Map

A LazyMap is similar in nature to a LazyList. This time, however, we want to delay the initialization of expensive values for a Set of keys instead. These keys are provided to the static factory method Map.ofLazy(Set<? extends K> keys, Function<? super K, ? extends V> mapper) as well as a mapper function that computes a value for a certain key.

When we access the value for a key for the first time, the function is invoked, initializing a LazyConstant for that key.

Let’s pretend we have a Set of cities and an expensive function that determines what country a particular city resides in:

Set<String> cities = Set.of("London", "Madrid", "Paris");

We can use a LazyMap to ensure we only incur the cost of computing the countries we’re concerned with:

@Test
void givenLazyMapForCityToCountry_thenVerifyValuesAreExpected() {
    Map<String, String> cityToCountry = Map.ofLazy(cities, city -> expensiveMethodToGetCountry(city));

    assertThat(cityToCountry.get("London")).isEqualTo("England");
    assertThat(cityToCountry.get("Madrid")).isEqualTo("Spain");
    assertThat(cityToCountry.get("Paris")).isEqualTo("France");
}

In addition, we’ve also ensured the computation for each value only occurs upon first access.

5. Conclusion

In this article, we explored the purpose of the Lazy Constants API and discussed in depth how we can use higher-level objects built on LazyConstants to address different use cases. Further, these higher-level objects are eligible for constant folding optimizations due to the use of LazyConstants for their internals.

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?

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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:

>> 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)