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.

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

When we use Spring Data JPA with Hibernate, we can use the additional features of Hibernate as well. @DynamicUpdate is one such feature.

@DynamicUpdate is a class-level annotation that can be applied to a JPA entity. It ensures that Hibernate uses only the modified columns in the SQL statement that it generates for the update of an entity.

In this article, we’ll take a look at the @DynamicUpdate annotation with the help of a Spring Data JPA example.

2. JPA @Entity

When an application starts, Hibernate generates the SQL statements for CRUD operations of all the entities. These SQL statements are generated once and are cached, in memory, to improve the performance.

The generated SQL update statement includes all the columns of an entity. In case we update an entity, the values of the modified columns are passed to the SQL update statement. For the columns that are not updated, Hibernate uses their existing values for the update.

Let’s try to understand this with an example. First, let’s consider a JPA entity named Account:

@Entity
public class Account {

    @Id
    private int id;

    @Column
    private String name;

    @Column
    private String type;

    @Column
    private boolean active;

    // Getters and Setters
}

Next, let’s write a JPA repository for the Account entity:

@Repository
public interface AccountRepository extends JpaRepository<Account, Integer> {
}

Now, we’ll use the AccountRepository to update the name field of an Account object:

Optional<Account> account = accountRepository.findById(ACCOUNT_ID);
if(account.isPresent()){
    account.get().setName("Test Account");
    accountRepository.save(account.get());
}

After we execute this update, we can verify the generated SQL statement. The generated SQL statement will include all the columns of Account:

update Account set active=?, name=?, type=? where id=?

3. JPA @Entity with @DynamicUpdate

We’ve seen that even though we’ve modified the name field only, Hibernate has included all the columns in the SQL statement.

Now, let’s add the @DynamicUpdate annotation to the Account entity:

@Entity
@DynamicUpdate
public class Account {
    // Existing data and methods
}

Next, let’s run the same update code we used in the previous section. We can see that the SQL generated by Hibernate, in this case, includes only the name column:

update Account set name=? where id=?

So, what happens when we use @DynamicUpdate on an entity?

Actually, when we use @DynamicUpdate on an entity, Hibernate does not use the cached SQL statement for the update. Instead, it will generate a SQL statement each time we update the entity. This generated SQL includes only the changed columns.

In order to find out the changed columns, Hibernate needs to track the state of the current entity. So, when we change any field of an entity, it compares the current and the modified states of the entity.

This means that @DynamicUpdate has a performance overhead associated with it. Therefore, we should only use it when it’s actually required.

Certainly, there are a few scenarios where we should use this annotation — for example, if an entity represents a table that has a large number of columns and only a few of these columns are required to be updated frequently. Also, when we use version-less optimistic locking, we need to use @DynamicUpdate.

4. Conclusion

In this tutorial, we’ve looked into the @DynamicUpdate annotation of Hibernate. We’ve used an example of Spring Data JPA to see @DynamicUpdate in action. Also, we’ve discussed when we should use this feature and when we should not.

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.

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