eBook – Guide Spring Cloud – NPI EA (cat=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.

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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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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.

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 article, we will be looking at a WeakHashMap from the java.util package.

In order to understand the data structure, we’ll use it here to roll out a simple cache implementation. However, keep in mind that this is meant to understand how the map works, and creating your own cache implementation is almost always a bad idea.

Simply put, the WeakHashMap is a hashtable-based implementation of the Map interface, with keys that are of a WeakReference type.

An entry in a WeakHashMap will automatically be removed when its key is no longer in ordinary use, meaning that there is no single Reference that point to that key. When the garbage collection (GC) process discards a key, its entry is effectively removed from the map, so this class behaves somewhat differently from other Map implementations.

2. Strong, Soft, and Weak References

To understand how the WeakHashMap works, we need to look at a WeakReference class – which is the basic construct for keys in the WeakHashMap implementation. In Java, we have three main types of references, which we’ll explain in the following sections.

2.1. Strong References

The strong reference is the most common type of Reference that we use in our day to day programming:

Integer prime = 1;

The variable prime has a strong reference to an Integer object with value 1. Any object which has a strong reference pointing to it is not eligible for GC.

2.2. Soft References

Simply put, an object that has a SoftReference pointing to it won’t be garbage collected until the JVM absolutely needs memory.

Let’s see how we can create a SoftReference in Java:

Integer prime = 1;  
SoftReference<Integer> soft = new SoftReference<Integer>(prime); 
prime = null;

The prime object has a strong reference pointing to it.

Next, we are wrapping prime strong reference into a soft reference. After making that strong reference null, a prime object is eligible for GC but will be collected only when JVM absolutely needs memory.

2.3. Weak References

The objects that are referenced only by weak references are garbage collected eagerly; the GC won’t wait until it needs memory in that case.

We can create a WeakReference in Java in the following way:

Integer prime = 1;  
WeakReference<Integer> soft = new WeakReference<Integer>(prime); 
prime = null;

When we made a prime reference null, the prime object will be garbage collected in the next GC cycle, as there is no other strong reference pointing to it.

References of a WeakReference type are used as keys in WeakHashMap.

3. WeakHashMap as an Efficient Memory Cache

Let’s say that we want to build a cache that keeps big image objects as values, and image names as keys. We want to pick a proper map implementation for solving that problem.

Using a simple HashMap will not be a good choice because the value objects may occupy a lot of memory. What’s more, they’ll never be reclaimed from the cache by a GC process, even when they are not in use in our application anymore.

Ideally, we want a Map implementation that allows GC to automatically delete unused objects. When a key of a big image object is not in use in our application in any place, that entry will be deleted from memory.

Fortunately, the WeakHashMap has exactly these characteristics. Let’s test our WeakHashMap and see how it behaves:

WeakHashMap<UniqueImageName, BigImage> map = new WeakHashMap<>();
BigImage bigImage = new BigImage("image_id");
UniqueImageName imageName = new UniqueImageName("name_of_big_image");

map.put(imageName, bigImage);
assertTrue(map.containsKey(imageName));

imageName = null;
System.gc();

await().atMost(10, TimeUnit.SECONDS).until(map::isEmpty);

We’re creating a WeakHashMap instance that will store our BigImage objects. We are putting a BigImage object as a value and an imageName object reference as a key. The imageName will be stored in a map as a WeakReference type.

Next, we set the imageName reference to be null, therefore there are no more references pointing to the bigImage object. The default behavior of a WeakHashMap is to reclaim an entry that has no reference to it on next GC, so this entry will be deleted from memory by the next GC process.

We are calling a System.gc() to force the JVM to trigger a GC process. After the GC cycle, our WeakHashMap will be empty:

WeakHashMap<UniqueImageName, BigImage> map = new WeakHashMap<>();
BigImage bigImageFirst = new BigImage("foo");
UniqueImageName imageNameFirst = new UniqueImageName("name_of_big_image");

BigImage bigImageSecond = new BigImage("foo_2");
UniqueImageName imageNameSecond = new UniqueImageName("name_of_big_image_2");

map.put(imageNameFirst, bigImageFirst);
map.put(imageNameSecond, bigImageSecond);
 
assertTrue(map.containsKey(imageNameFirst));
assertTrue(map.containsKey(imageNameSecond));

imageNameFirst = null;
System.gc();

await().atMost(10, TimeUnit.SECONDS)
  .until(() -> map.size() == 1);
await().atMost(10, TimeUnit.SECONDS)
  .until(() -> map.containsKey(imageNameSecond));

Note that only the imageNameFirst reference is set to null. The imageNameSecond reference remains unchanged. After GC is triggered, the map will contain only one entry – imageNameSecond.

4. Conclusion

In this article, we looked at types of references in Java to fully understand how java.util.WeakHashMap works. We created a simple cache that leverages behavior of a WeakHashMap and test if it works as we expected.

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.

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