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.

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. Overview

Let’s consider a scenario in which two parties want to communicate, and they need an approach to verify that the messages they receive haven’t been tampered with. Hash-based Message Authentication Code (HMAC) is a good solution.

In this tutorial, we look at how to work with the HMAC algorithm in Java.

2. Hashed Message Authentication Code (HMAC)

HMAC is a cryptographic method that guarantees the integrity of the message between two parties.

HMAC algorithm consists of a secret key and a hash function. The secret key is a unique piece of information or a string of characters. It is known both by the sender and the receiver of the message.

The hash function is a mapping algorithm that converts one sequence to another sequence.

The below figure shows the high-level HMAC algorithm:

hmac in java

HMAC uses cryptographic hash functions such as MD5 and SHA-*.

3. HMAC Using JDK APIs

Java provides a built-in Mac class for HMAC generating. After initializing the Mac object, we call the doFinal() method to perform the HMAC operation. This method returns a byte array containing the HMAC result.

Let’s define a method for calculating the HMAC with the various hashing algorithms, such as MD5, SHA-1, SHA-224, SHA-256, SHA-384, and SHA-512:

public static String hmacWithJava(String algorithm, String data, String key)
  throws NoSuchAlgorithmException, InvalidKeyException {
    SecretKeySpec secretKeySpec = new SecretKeySpec(key.getBytes(), algorithm);
    Mac mac = Mac.getInstance(algorithm);
    mac.init(secretKeySpec);
    return bytesToHex(mac.doFinal(data.getBytes()));
}

Let’s write an example test to illustrate HMAC calculation:

@Test
public void givenDataAndKeyAndAlgorithm_whenHmacWithJava_thenSuccess()
    throws NoSuchAlgorithmException, InvalidKeyException {

    String hmacSHA256Value = "5b50d80c7dc7ae8bb1b1433cc0b99ecd2ac8397a555c6f75cb8a619ae35a0c35";
    String hmacSHA256Algorithm = "HmacSHA256";
    String data = "baeldung";
    String key = "123456";

    String result = HMACUtil.hmacWithJava(hmacSHA256Algorithm, data, key);

    assertEquals(hmacSHA256Value, result);
}

In this test, we’re using the HmacSHA512 algorithm with simple string data and keys. Then, we assert that the HMAC result is equal to the expected data.

4. Apache Commons Library

The Apache Commons library also provides a utility class for HMAC calculation.

4.1. Adding the Maven Dependency

To use the Apache Commons utility class, we’ll need to add the commons-codec to our pom.xml:

<dependency>
    <groupId>commons-codec</groupId>
    <artifactId>commons-codec</artifactId>
    <version>1.15</version>
</dependency>

4.2. HmacUtils Class

For calculating an HMAC, we can use the HmacUtils class. After initializing the HmacUtils object, we call the hmacHex() method to perform the HMAC operation. This method returns a hexadecimal string containing the HMAC result.

Let’s create a method for generating the HMAC:

public static String hmacWithApacheCommons(String algorithm, String data, String key) {
    String hmac = new HmacUtils(algorithm, key).hmacHex(data);
    return hmac;
}

Let’s write an example test:

@Test
public void givenDataAndKeyAndAlgorithm_whenHmacWithApacheCommons_thenSuccess() {

    String hmacMD5Value = "621dc816b3bf670212e0c261dc9bcdb6";
    String hmacMD5Algorithm = "HmacMD5";
    String data = "baeldung";
    String key = "123456";

    String result = HMACUtil.hmacWithApacheCommons(hmacMD5Algorithm, data, key);

    assertEquals(hmacMD5Value, result);
}

In this test, we’re using the HmacMD5 algorithm.

5. BouncyCastle Library

Similarly, we can also use the BouncyCastle library. BouncyCastle is a collection of cryptographic APIs that we can use in Java.

5.1. Adding the Maven Dependency

Before we start working with the library, we need to add the bcpkix-jdk15to18 dependency to our pom.xml file:

<dependency>
    <groupId>org.bouncycastle</groupId>
    <artifactId>bcpkix-jdk15to18</artifactId>
    <version>1.69</version>
</dependency>

5.2. Hmac Class

We’ll start by instantiating the HMac class based on the hashing algorithm we want to use. Then we’ll update the HMAC object with input data using the update() method. Finally, we’ll call the doFinal() method to generate an HMAC code:

public static String hmacWithBouncyCastle(String algorithm, String data, String key) {
    Digest digest = getHashDigest(algorithm);

    HMac hMac = new HMac(digest);
    hMac.init(new KeyParameter(key.getBytes()));

    byte[] hmacIn = data.getBytes();
    hMac.update(hmacIn, 0, hmacIn.length);
    byte[] hmacOut = new byte[hMac.getMacSize()];

    hMac.doFinal(hmacOut, 0);
    return bytesToHex(hmacOut);
}

private static Digest getHashDigest(String algorithm) {
    switch (algorithm) {
      case "HmacMD5":
        return new MD5Digest();
      case "HmacSHA256":
        return new SHA256Digest();
      case "HmacSHA384":
        return new SHA384Digest();
      case "HmacSHA512":
        return new SHA512Digest();
    }
    return new SHA256Digest();
}

Below is an example that produces an HMAC for a string data and then verifies it:

@Test
public void givenDataAndKeyAndAlgorithm_whenHmacWithBouncyCastle_thenSuccess() {

    String hmacSHA512Value = "b313a21908df55c9e322e3c65a4b0b7561ab1594ca806b3affbc0d769a1" +
      "290c1922aa6622587bea3c0c4d871470a6d06f54dbd20dbda84250e2741eb01f08e33";
    String hmacSHA512Algorithm = "HmacSHA512";
    String data = "baeldung";
    String key = "123456";

    String result = HMACUtil.hmacWithBouncyCastle(hmacSHA512Algorithm, data, key);

    assertEquals(hmacSHA512Value, result);
}

In this test, we’re using the HmacSHA512 algorithm.

6. Conclusion

The HMAC provides a data integrity check. In this article, we learned how to generate HMAC for input strings data using the HMAC algorithm in Java. Additionally, we discussed the usage of the Apache Commons and BouncyCastle libraries in HMAC calculation.

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?

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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.

Course – LSS – NPI (cat=Security/Spring Security)
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I just announced the new Learn Spring Security course, including the full material focused on the new OAuth2 stack in Spring Security:

>> CHECK OUT THE COURSE

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