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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.

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eBook – Jackson – NPI EA (cat=Jackson)
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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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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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Course – LS – NPI EA (cat=Jackson)
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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.

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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.

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Course – LJB – NPI EA (cat = Core 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 the JaVers library.

This library helps programmers examine and detect changes in the states of simple Java objects. When we use mutable objects in our code, every object can potentially be modified in various places in the application; JaVers would help us discover and audit these changes.

2. Maven Dependency

To get started let us add the javers-core Maven dependency to our pom.xml:

<dependency>
    <groupId>org.javers</groupId>
    <artifactId>javers-core</artifactId>
    <version>3.1.0</version>
</dependency>

We can find the latest version over on Maven Central.

3. Detecting POJO State Changes

Let’s start with a simple Person class:

public class Person {
    private Integer id;
    private String name;

    // standard getters/constructors
}

Suppose that we created a Person object in one part of our application, and in some other part of the codebase, the name of the person with the same id field was changed. We want to compare them to find out what kind of changes happened to the person object.

We can compare those two objects using the compare() method from the JaVers class:

@Test
public void givenPersonObject_whenApplyModificationOnIt_thenShouldDetectChange() {
    // given
    Javers javers = JaversBuilder.javers().build();

    Person person = new Person(1, "Michael Program");
    Person personAfterModification = new Person(1, "Michael Java");

    // when
    Diff diff = javers.compare(person, personAfterModification);

    // then
    ValueChange change = diff.getChangesByType(ValueChange.class).get(0);

    assertThat(diff.getChanges()).hasSize(1);
    assertThat(change.getPropertyName()).isEqualTo("name");
    assertThat(change.getLeft()).isEqualTo("Michael Program");
    assertThat(change.getRight()).isEqualTo("Michael Java");
}

4. Detecting State Change of List of Objects

If we’re working with collections of objects, we similarly need to examine state changes by looking at the each element in the collection. Sometimes, we want to add or remove the particular object from the list, altering its state.

Let’s have a look at an example; say we have a list of objects, and we remove one object from that list.

That change can be undesirable for some reason, and we want to audit changes that occurred in this list. JaVers allows us to do it by using a compareCollections() method:

@Test
public void givenListOfPersons_whenCompare_ThenShouldDetectChanges() {
    // given
    Javers javers = JaversBuilder.javers().build();
    Person personThatWillBeRemoved = new Person(2, "Thomas Link");
    List<Person> oldList = 
      Lists.asList(new Person(1, "Michael Program"), personThatWillBeRemoved);
    List<Person> newList = 
      Lists.asList(new Person(1, "Michael Not Program"));

    // when
    Diff diff = javers.compareCollections(oldList, newList, Person.class);

    // then
    assertThat(diff.getChanges()).hasSize(3);

    ValueChange valueChange = 
      diff.getChangesByType(ValueChange.class).get(0);
 
    assertThat(valueChange.getPropertyName()).isEqualTo("name");
    assertThat(valueChange.getLeft()).isEqualTo("Michael Program");
    assertThat(valueChange.getRight()).isEqualTo("Michael Not Program");

    ObjectRemoved objectRemoved = diff.getChangesByType(ObjectRemoved.class).get(0);
    assertThat(
      objectRemoved.getAffectedObject().get().equals(personThatWillBeRemoved))
      .isTrue();

    ListChange listChange = diff.getChangesByType(ListChange.class).get(0);
    assertThat(listChange.getValueRemovedChanges().size()).isEqualTo(1);
}

5. Comparing Object Graphs

In real word applications, we often deal with the object graphs. Let’s say that we have a PersonWithAddress class that has a list of the Address objects and we are adding a new address for the given person.

We can easily find the type of change that has occurred:

@Test
public void givenListOfPerson_whenPersonHasNewAddress_thenDetectThatChange() {
    // given
    Javers javers = JaversBuilder.javers().build();

    PersonWithAddress person = 
      new PersonWithAddress(1, "Tom", Arrays.asList(new Address("England")));

    PersonWithAddress personWithNewAddress = 
      new PersonWithAddress(1, "Tom", 
        Arrays.asList(new Address("England"), new Address("USA")));


    // when
    Diff diff = javers.compare(person, personWithNewAddress);
    List objectsByChangeType = diff.getObjectsByChangeType(NewObject.class);

    // then
    assertThat(objectsByChangeType).hasSize(1);
    assertThat(objectsByChangeType.get(0).equals(new Address("USA")));
}

Similarly, removing an address will be detected:

@Test
public void givenListOfPerson_whenPersonRemovedAddress_thenDetectThatChange() {
    // given
    Javers javers = JaversBuilder.javers().build();

    PersonWithAddress person = 
      new PersonWithAddress(1, "Tom", Arrays.asList(new Address("England")));

    PersonWithAddress personWithNewAddress = 
      new PersonWithAddress(1, "Tom", Collections.emptyList());


    // when
    Diff diff = javers.compare(person, personWithNewAddress);
    List objectsByChangeType = diff.getObjectsByChangeType(ObjectRemoved.class);

    // then
    assertThat(objectsByChangeType).hasSize(1);
    assertThat(objectsByChangeType.get(0).equals(new Address("England")));
}

6. Conclusion

In this quick article, we used the JaVers library, a useful library that gives us APIs for detecting state changes in our objects. Not only it can detect the change in a simple POJO object, but also it can detect more complex shifts in the collections of objects, or even object graphs.

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:

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