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:

>> 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:

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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

The GZIP format is a file format used in data compression. The GZipInputStream and GZipOutputStream classes of the Java language implement this file format.

In this tutorial, we’ll learn how to compress data using GZIP in Java. Also, we’ll look at how we can write the compressed data into a byte array.

2. The GZipOutputStream Class

The GZipOutputStream class compresses and writes data to an underlying output stream.

2.1. Object Instantiation

We can use the constructor to create an object of the class:

ByteArrayOutputStream os = new ByteArrayOutputStream();
GZIPOutputStream gzipOs = new GZIPOutputStream(os);

Here, we pass a ByteArrayOutputStream object to the constructor. As a result, we can later get the compressed data in a byte array using the toByteArray() method.

Instead of ByteArrayOutputStream, other instances of OutputStream that we may provide are:

  • FileOutputStream: for storing the data in a file
  • ServletOutputStream: to transmit the data over the network

In both cases, data is sent to its destination as it comes in.

2.2. Compress Data

The write() method performs data compression:

byte[] buffer = "Sample Text".getBytes();
gzipOs.write(buffer, 0, buffer.length);

The write() method compresses the content of the buffer byte array and writes it to the wrapped output stream.

Besides the buffer byte array, write() includes two more parameters, offset, and length. These define a range of bytes inside the byte array. So, we can use these to specify a range of bytes to write instead of the whole buffer.

Finally, to complete the data compression, we call close():

gzipOs.close();

The close() method writes all the remaining data and closes the stream. So, it’s important to call close(), otherwise we’ll lose data.

3. Getting the Compressed Data in a Byte Array

We’ll create a utility method for data compression using GZIP. We’ll also see how we can get a byte array with the compressed data.

3.1. Compress Data

Let’s create the gzip() method that compresses data in the GZIP format:

private static final int BUFFER_SIZE = 512;

public static void gzip(InputStream is, OutputStream os) throws IOException {
    GZIPOutputStream gzipOs = new GZIPOutputStream(os);
    byte[] buffer = new byte[BUFFER_SIZE];
    int bytesRead = 0;
    while ((bytesRead = is.read(buffer)) > -1) {
        gzipOs.write(buffer, 0, bytesRead);
    }
    gzipOs.close();
}

In the above method, first, we create a new GZIPOutputStream instance. Then, we start copying data from the is input stream, using the buffer byte array.

Notably, we keep reading bytes until we get the -1 return value. The read() method returns -1 when we reach the end of the stream.

3.2. Get a Byte Array With the Compressed Data

Let’s compress a string and write the result into a byte array. We’ll use the gzip() method that we created previously:

String payload = "This is a sample text to test the gzip method. Have a nice day!";
ByteArrayOutputStream os = new ByteArrayOutputStream();
gzip(new ByteArrayInputStream(payload.getBytes()), os);
byte[] compressed = os.toByteArray();

Here, we provide input and output streams to the gzip() method. We wrap the payload value inside a ByteArrayInputStream object. After that, we create an empty ByteArrayOutputStream where gzip() writes the compressed data.

Finally, after we invoke gzip(), we get the compressed data using the toByteArray() method.

4. Test

Before testing our code, let’s add the gzip() method in the GZip class. Now, we’re ready to test our code with a unit test:

@Test
void whenCompressingUsingGZip_thenGetCompressedByteArray() throws IOException {
    String payload = "This is a sample text to test method gzip. The gzip algorithm will compress this string. "
        + "The result will be smaller than this string.";
    ByteArrayOutputStream os = new ByteArrayOutputStream();
    GZip.gzip(new ByteArrayInputStream(payload.getBytes()), os);
    byte[] compressed = os.toByteArray();
    assertTrue(payload.getBytes().length > compressed.length);
    assertEquals("1f", Integer.toHexString(compressed[0] & 0xFF));
    assertEquals("8b", Integer.toHexString(compressed[1] & 0xFF));
}

In this test, we compress a string value. We convert the string into a ByteArrayInputStream and supply it to the gzip() method. Also, the output data is written to a ByteArrayOutputStream.

Furthermore, the test is successful if two conditions are true:

  1. the compressed data is smaller in size than the uncompressed
  2. the compressed byte array starts with the 1f 8b value.

Regarding the second condition, a GZIP file starts with the fixed value 1f 8b to comply with the GZIP file format.

As a result, if we run the unit test we’ll verify that both conditions are true.

5. Conclusion

In this article, we learned how to get the compressed data in a byte array when we use the GZIP file format in the Java language. To do so, we created a utility method for compression. Finally, we tested our code.

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)