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:

>> Download the eBook

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:

>> Join Pro and download the eBook

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:

>> CHECK OUT THE COURSE

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. Introduction

MapMaker is a builder class in Guava that makes it easy to create thread-safe maps.

Java already supports WeakHashMap to use Weak References for the keys. But, there is no out-of-the-box solution to use the same for the values. Luckily, MapMaker provides simple builder methods to use WeakReference for both the keys and the values.

In this tutorial, let’s see how MapMaker makes it easy to create multiple maps and to use weak references.

2. Maven Dependency

First of all, let’s add the Google Guava dependency, which is available on Maven Central:

<dependency>
    <groupId>com.google.guava</groupId>
    <artifactId>guava</artifactId>
    <version>32.1.3-jre</version>
</dependency>

3. A Caching Example

Let’s consider a simple scenario of a server maintaining a couple of caches for the users: a session cache and a profile cache.

The session cache is short-lived with its entries becoming invalid after the user is no longer active. So the cache can remove the entry for the user after the user object is garbage-collected.

The profile cache, however, can have a higher time-to-live (TTL). The entries in the profile cache become invalid only when the user updates his profile.

In this case, the cache can remove the entry only when the profile object is garbage-collected.

3.1. Data Structures

Let’s create classes to represent these entities.

We’ll start first with the user:

public class User {
    private long id;
    private String name;

    public User(long id, String name) {
        this.id = id;
        this.name = name;
    }

    public long getId() {
        return id;
    }

    public String getName() {
        return name;
    }
}

Then the session:

public class Session {
    private long id;

    public Session(long id) {
        this.id = id;
    }

    public long getId() {
        return id;
    }
}

And finally the profile:

public class Profile {
    private long id;
    private String type;

    public Profile(long id, String type) {
        this.id = id;
        this.type = type;
    }

    public long getId() {
        return id;
    }

    public String getName() {
        return type;
    }

}

3.2. Creating the Caches

Let’s create an instance of ConcurrentMap for the session cache using the makeMap method:

ConcurrentMap<User, Session> sessionCache = new MapMaker().makeMap();

The returned map does not allow null values for both the key and the value.

Now, let’s create another instance of ConcurrentMap for the profile cache:

ConcurrentMap<User, Profile> profileCache = new MapMaker().makeMap();

Notice that we have not specified the initial capacity for the caches. So, MapMaker creates a map of capacity 16 by default.

If we want to we can modify the capacity using the initialCapacity method:

ConcurrentMap<User, Profile> profileCache = new MapMaker().initialCapacity(100).makeMap();

3.3. Changing the Concurrency Level

MapMaker sets the default value for the concurrency level to 4. However, the sessionCache needs to support a higher number of concurrent updates without any thread contention.

Here, the concurrencyLevel builder method comes to the rescue:

ConcurrentMap<User, Session> sessionCache = new MapMaker().concurrencyLevel(10).makeMap();

3.4. Using Weak References

The maps we created above use strong references for both the keys and values. So, the entries stay in the map even if the keys and the values are garbage-collected. We should use weak references instead.

A sessionCache entry is invalid after the key (the user object) is garbage-collected. So, let’s use weak references for the keys:

ConcurrentMap<User, Session> sessionCache = new MapMaker().weakKeys().makeMap();

For the profileCache, we can use weak references for the values:

ConcurrentMap<User, Profile> profileCache = new MapMaker().weakValues().makeMap();

When these references are garbage-collected, Guava guarantees that these entries will not be included in any of the subsequent read or write operations on the map. However, the size() method might sometimes be inconsistent and can include these entries.

4. MapMaker Internals

MapMaker creates a ConcurrentHashMap by default if weak references are not enabled. The equality checks happen via the usual equals method.

If we enable weak references, then MapMaker creates a custom map represented by a set of hash tables internally. It also shares similar performance characteristics as a ConcurrentHashMap.

However, an important difference with WeakHashMap is that the equality checks happen via the identity (== and identityHashCode) comparisons.

5. Conclusion

In this short article, we learned how to use the MapMaker class to create a thread-safe map. We also saw how to customize the map to use weak references.

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)