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.

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:

>> 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:

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1. Overview

In this quick article, we’re going to see what is the footprint of a boolean value in the JVM in different circumstances.

First, we’ll inspect the JVM to see the object sizes. Then, we’ll understand the rationale behind those sizes.

2. Setup

To inspect the memory layout of objects in the JVM, we’re going to use the Java Object Layout (JOL) extensively. Therefore, we need to add the jol-core dependency:

<dependency>
    <groupId>org.openjdk.jol</groupId>
    <artifactId>jol-core</artifactId>
    <version>0.10</version>
</dependency>

3. Object Sizes

If we ask JOL to print the VM details in terms of Object Sizes:

System.out.println(VM.current().details());

When the compressed references are enabled (the default behavior), we’ll see the output:

# Running 64-bit HotSpot VM.
# Using compressed oop with 3-bit shift.
# Using compressed klass with 3-bit shift.
# Objects are 8 bytes aligned.
# Field sizes by type: 4, 1, 1, 2, 2, 4, 4, 8, 8 [bytes]
# Array element sizes: 4, 1, 1, 2, 2, 4, 4, 8, 8 [bytes]

In the first few lines, we can see some general information about the VM. After that, we learn about object sizes:

  • Java references consume 4 bytes, booleans/bytes are 1 byte, chars/shorts are 2 bytes, ints/floats are 4 bytes, and finally, longs/doubles are 8 bytes
  • These types consume the same amount of memory even when we use them as array elements

So, in the presence of compressed references, each boolean value takes 1 byte. Similarly, each boolean in a boolean[] consumes 1 byte. However, alignment paddings and object headers can increase the space consumed by boolean and boolean[] as we’ll see later.

3.1. No Compressed References

Even if we disable the compressed references via -XX:-UseCompressedOops, the boolean size won’t change at all:

# Field sizes by type: 8, 1, 1, 2, 2, 4, 4, 8, 8 [bytes]
# Array element sizes: 8, 1, 1, 2, 2, 4, 4, 8, 8 [bytes]

On the other hand, Java references are taking twice the memory.

So despite what we might expect at first, booleans are consuming 1 byte instead of just 1 bit.

3.2. Word Tearing

In most architecture, there is no way to access a single bit atomically. Even if we wanted to do so, we probably would end up writing to adjacent bits while updating another one.

One of the design goals of the JVM is to prevent this phenomenon, known as word tearing. That is, in the JVM, every field and array element should be distinct; updates to one field or element must not interact with reads or updates of any other field or element.

To recap, addressability issues and word tearing are the main reasons why booleans are more than just one single bit.

4. Ordinary Object Pointers (OOPs)

Now that we know booleans are 1 byte, let’s consider this simple class:

class BooleanWrapper {
    private boolean value;
}

If we inspect the memory layout of this class using JOL:

System.out.println(ClassLayout.parseClass(BooleanWrapper.class).toPrintable());

Then JOL will print the memory layout:

 OFFSET  SIZE      TYPE DESCRIPTION                               VALUE
      0    12           (object header)                           N/A
     12     1   boolean BooleanWrapper.value                      N/A
     13     3           (loss due to the next object alignment)
Instance size: 16 bytes
Space losses: 0 bytes internal + 3 bytes external = 3 bytes total

The BooleanWrapper layout consists of:

  • 12 bytes for the header, including two mark words and one klass word. The HotSpot JVM uses the mark word to store the GC metadata, identity hashcode and locking information. Also, it uses the klass word to store class metadata such as runtime type checks
  • 1 byte for the actual boolean value
  • 3 bytes of padding for alignment purposes

By default, object references should be aligned by 8 bytes. Therefore, the JVM adds 3 bytes to 13 bytes of header and boolean to make it 16 bytes.

Therefore, boolean fields may consume more memory because of their field alignment.

4.1. Custom Alignment

If we change the alignment value to 32 via -XX:ObjectAlignmentInBytes=32, then the same class layout changes to:

OFFSET  SIZE      TYPE DESCRIPTION                               VALUE
      0    12           (object header)                           N/A
     12     1   boolean BooleanWrapper.value                      N/A
     13    19           (loss due to the next object alignment)
Instance size: 32 bytes
Space losses: 0 bytes internal + 19 bytes external = 19 bytes total

As shown above, the JVM adds 19 bytes of padding to make the object size a multiple of 32.

5. Array OOPs

Let’s see how the JVM lays out a boolean array in memory:

boolean[] value = new boolean[3];
System.out.println(ClassLayout.parseInstance(value).toPrintable());

This will print the instance layout as following:

OFFSET  SIZE      TYPE DESCRIPTION                              
      0     4           (object header)  # mark word
      4     4           (object header)  # mark word
      8     4           (object header)  # klass word
     12     4           (object header)  # array length
     16     3   boolean [Z.<elements>    # [Z means boolean array                        
     19     5           (loss due to the next object alignment)

In addition to two mark words and one klass word, array pointers contain an extra 4 bytes to store their lengths. 

Since our array has three elements, the size of the array elements is 3 bytes. However, these 3 bytes will be padded by 5 field alignment bytes to ensure proper alignment.

Although each boolean element in an array is just 1 byte, the whole array consumes much more memory. In other words, we should consider the header and padding overhead while computing the array size.

6. Conclusion

In this quick tutorial, we saw that boolean fields are consuming 1 byte. Also, we learned that we should consider the header and padding overheads in object sizes.

For a more detailed discussion, it’s highly recommended to check out the oops section of the JVM source code. Also, Aleksey Shipilëv has a much more in-depth article in this area.

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)