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:

>> Download the eBook

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:

>> Join Pro and download the eBook

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:

>> CHECK OUT THE COURSE

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

In this tutorial – we’re continuing the ongoing Registration with Spring Security series to setup a scheduled task to purge expired VerificationTokens. During the registration process a VerificationToken is persisted. In this article we will show how to remove these entities.

2. Removing an Expired Token

Recall from the prior article in the series that a verification token has the member expiryDate, representing the expiration timestamp for the token:

@Entity
public class VerificationToken {

    @Id
    @GeneratedValue(strategy = GenerationType.AUTO)
    private Long id;

    private String token;

    @OneToOne(targetEntity = User.class, fetch = FetchType.EAGER)
    @JoinColumn(nullable = false, name = "user_id", 
      foreignKey = @ForeignKey(name="FK_VERIFY_USER"))
    private User user;

    private Date expiryDate;
    ...
}

We’ll use this expiryDate property to generate a query with Spring Data.

If you’re looking for more info on Spring Data JPA, have a look at this article.

2.1. The Delete Operation

To facilitate the token removal we’ll add a new method to our VerificationTokenRepository for deleting expired tokens:

public interface VerificationTokenRepository
  extends JpaRepository<VerificationToken, Long> {

    void deleteByExpiryDateLessThan(Date now);
}

The use of the query keyword LessThan indicates to Spring Data’s query creation mechanism that we are only interested in tokens whose expiryDate property is less than the specified time.

Note that because VerificationToken has a @OneToOne association with User marked with FetchType.EAGER, a select is also issued to populate the User entity— even though the signature of deleteByExpiryDateLessThan has the return type void:

select 
    *
from 
    VerificationToken verification 
where 
    verification.expiryDate < ?

select 
    * 
from
    user_account user 
where
    user.id=?

delete from 
    VerificationToken
where
    id=?

2.2. The Delete With JPQL

Alternatively, we can create a JPQL query if we do not have a need to load the entities into the persistence context:

public interface VerificationTokenRepository
  extends JpaRepository<VerificationToken, Long> {

    @Modifying
    @Query("delete from VerificationToken t where t.expiryDate <= ?1")
    void deleteAllExpiredSince(Date now);
}

And Hibernate will not load the entities into the persistence context:

delete from
    VerificationToken
where
    expiryDate <= ?

3. Scheduling a Token Purge Task

We now have a query we want to execute periodically; We’ll use the scheduling support in Spring and create a method to run our delete logic.

If you’re looking for more info on the Spring Job Scheduling framework, have a look at this article.

3.1. Enable Scheduling

To enable the scheduling of tasks we create a new configuration class SpringTaskConfig annotated with @EnableScheduling:

@Configuration
@EnableScheduling
public class SpringTaskConfig {
    //
}

3.2. Purge Token Task

In the service layer we call our repository with the current time.

We then annotate the method with @Scheduled to indicate that Spring should execute it periodically:

@Service
@Transactional
public class TokensPurgeTask {

    @Autowired
    private VerificationTokenRepository tokenRepository;

    @Scheduled(cron = "${purge.cron.expression}")
    public void purgeExpired() {
        Date now = Date.from(Instant.now());
        tokenRepository.deleteAllExpiredSince(now);
    }
}

3.3. The Schedule

We used a property to hold the value of the crontab settings to avoid recompilation when changed. In the application.properties we assign the value:

#    5am every day
purge.cron.expression=0 0 5 * * ?

4. Conclusion

In this article we solved the removal of VerificationTokens using Spring Data JPA.

We demonstrated query creation using a property expression to find all tokens having an expiration date less than a specified time. And we created a task to invoke this clean logic at runtime – and registered it with the Spring Job Scheduling framework to be executed periodically.

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)
announcement - icon

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.

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

Course – LS – NPI – (cat=Spring)
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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

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