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:

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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. Introduction

A hashcode is a numeric representation of the contents of an object.

In Java, there are a few different methods we can use to get a hashcode for an object:

  • Object.hashCode() 
  • Objects.hashCode() – introduced in Java 7
  • Objects.hash() – introduced in Java 7

In this tutorial, we’re going to look at each of those methods. First, we’ll start with definitions and basic examples. After we have the basic usage down, we’ll dig into the differences between them and the ramifications those differences may have.

2. Basic Usage

2.1. Object.hashCode()

We can use the Object.hashCode() method to retrieve the hashcode of an object. It’s very similar to Objects.hashCode() except that we can’t use it if our object is null.

With that said, let’s call Object.hashCode() on two identical Double objects:

Double valueOne = Double.valueOf(1.0012);
Double valueTwo = Double.valueOf(1.0012);
        
int hashCode1 = valueOne.hashCode();
int hashCode2 = valueTwo.hashCode();
        
assertEquals(hashCode1, hashCode2);

As expected, we receive identical hashcodes.

In contrast, now let’s call Object.hashCode() on a null object with the expectation that a NullPointerException is thrown:

Double value = null;
value.hashCode();

2.2. Objects.hashCode()

Objects.hashCode() is a null-safe method we can use to get the hashcode of an object. Hashcodes are necessary for hash tables and the proper implementation of equals().

The general contract for a hashcode as specified in the JavaDoc is:

  • That the returned integer be the same each time it’s called for an unchanged object during the same execution of the application
  • For two objects that are equal according to their equals() method, return the same hashcode

Although it’s not a requirement, distinct objects return different hashcodes as much as possible.

First, let’s call Objects.hashCode() on two identical strings:

String stringOne = "test";
String stringTwo = "test";
int hashCode1 = Objects.hashCode(stringOne);
int hashCode2 = Objects.hashCode(stringTwo);
        
assertEquals(hashCode1, hashCode2);

Now, we expect the returned hashcodes to be identical.

On the other hand, if we provide a null to Objects.hashCode(), we’ll get zero back:

String nullString = null;
int hashCode = Objects.hashCode(nullString);
assertEquals(0, hashCode);

2.3. Objects.hash()

Unlike Objects.hashCode(), which takes only a single object, Objects.hash() can take one or more objects and provides a hashcode for them. Under the hood, the hash() method works by putting the supplied objects into an array and calling Arrays.hashCode() on them. If we provide only one object to the Objects.hash() method, we can’t expect the same results as calling Objects.hashCode() on the object.

First, let’s call Objects.hash() with two pairs of identical strings:

String strOne = "one";
String strTwo = "two";
String strOne2 = "one";
String strTwo2 = "two";
        
int hashCode1 = Objects.hash(strOne, strTwo);
int hashCode2 = Objects.hash(strOne2, strTwo2);
        
assertEquals(hashCode1, hashCode2);

Next, let’s call Objects.hash() and Objects.hashCode() with a single string:

String testString = "test string";
int hashCode1 = Objects.hash(testString);
int hashCode2 = Objects.hashCode(testString);
        
assertNotEquals(hashCode1, hashCode2);

As expected, the two hashcodes returned do not match.

3. Key Differences

In the previous section, we hit on the key difference between Objects.hash() and Objects.hashCode(). Now, let’s dig into it a little deeper so we can understand some of the ramifications.

If we need to override one of our class’s equals() method, it’s critical that we properly override hashCode() as well.

Let’s start by creating a simple Player class for our example:

public class Player {
    private String firstName;
    private String lastName;
    private String position;

    // Standard getters/setters
}

3.1. Multiple Field Hashcode Implementation

Let’s imagine that our Player class is considered unique across all three fields: firstName, lastName, and position.

With that said, let’s look at how we might have implemented Player.hashCode() prior to Java 7:

@Override
public int hashCode() {
    int result = 17;
    result = 31 * result + firstName != null ? firstName.hashCode() : 0;
    result = 31 * result + lastName != null ? lastName.hashCode() : 0;
    result = 31 * result + position != null ? position.hashCode() : 0;
    return result;
}

Because both Objects.hashCode() and Objects.hash() were introduced with Java 7, we have to explicitly check for null before calling Object.hashCode() on each field.

Let’s confirm that we can both call hashCode() twice on the same object and get the same result and that we can call it on identical objects and get the same result:

Player player = new Player("Eduardo", "Rodriguez", "Pitcher");
Player indenticalPlayer = new Player("Eduardo", "Rodriguez", "Pitcher");
        
int hashCode1 = player.hashCode();
int hashCode2 = player.hashCode();
int hashCode3 = indenticalPlayer.hashCode();
        
assertEquals(hashCode1, hashCode2);
assertEquals(hashCode1, hashCode3);

Next, let’s look at how we can shorten that a bit by taking advantage of null-safety we get with Objects.hashCode():

int result = 17;
result = 31 * result + Objects.hashCode(firstName);
result = 31 * result + Objects.hashCode(lastName);
result = 31 * result + Objects.hashCode(position);
return result;

If we run the same unit test, we should expect the same results.

Because our class relies on multiple fields to determine equality, let’s go a step further and use Objects.hash() to make our hashCode() method very succinct:

return Objects.hash(firstName, lastName, position);

After this update, we should be able to successfully run our unit test again.

3.2. Objects.hash() Details

Under the hood, when we call Objects.hash(), the values are placed in an array, and then Arrays.hashCode() is called on the array.

With that said, let’s create a Player and compare its hashcode to Arrays.hashCode() with the values we use:

@Test
public void whenCallingHashCodeAndArraysHashCode_thenSameHashCodeReturned() {
    Player player = new Player("Bobby", "Dalbec", "First Base");
    int hashcode1 = player.hashCode();
    String[] playerInfo = {"Bobby", "Dalbec", "First Base"};
    int hashcode2 = Arrays.hashCode(playerInfo);
        
    assertEquals(hashcode1, hashcode2);
}

We created a Player and then created a String[]. Then we called hashCode() on the Player and used Arrays.hashCode() on the array and received the same hashcode.

4. Conclusion

In this article, we learned how and when to use the Object.hashCode(), Objects.hashCode() and Objects.hash(). Additionally, we looked into the differences between them.

As a review, let’s quickly summarize their usage:

  • Object.hashCode(): use to get the hashcode of a single, non-null object
  • Objects.hashCode(): use to get the hashcode of a single object that might be null
  • Objects.hash(): use to get a hashcode for multiple objects
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)