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.

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

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’ll explore the usage of Java Generics when it comes to producing and consuming collections.

We’ll also discuss the extends and super keywords, and we’ll look at a few examples of the PECS (Producer Extends Consumer Supers) rule to determine how to correctly use these keywords.

2. Producer Extends

For the code examples in this article, we’ll use a simple data model with a User base class and two classes that extend it: Operator and Customer.

It’s important to understand that the PECS rule must be applied from the collection’s point of view. In other words, if we iterate through a List and process its elements, the list will act as a producer for our logic:

public void sendEmails(List<User> users) {
    for (User user : users) {
        System.out.println("sending email to " + user);
    }
}

Now, let’s assume we want to use the sendEmail method for a List of Operators. The Operator class extends User, so we might expect it to be a simple, straightforward method call. But, unfortunately, we’ll get a compilation error:

Producer

To solve the problem, we can update the sendEmail method following the PECS rule. Because the list of users is a producer for our logic, we’ll use the extends keyword:

public void sendEmailsFixed(List<? extends User> users) {
    for (User user : users) {
        System.out.println("sending email to " + user);
    }
}

As a result, we can now easily call the method for lists of any generic type, as long as they inherit from the User class:

List<Operator> operators = Arrays.asList(new Operator("sam"), new Operator("daniel"));
List<Customer> customers = Arrays.asList(new Customer("john"), new Customer("arys"));

sendEmailsFixed(operators);
sendEmailsFixed(customers);

3. Consumer Supers

When we are adding elements to a collection, we become the producer, and the list will act as a consumer. Let’s write a method that receives a list of Operators and adds two more elements to it:

private void addUsersFromMarketingDepartment(List<Operator> users) {
    users.add(new Operator("john doe"));
    users.add(new Operator("jane doe"));
}

This is will work perfectly if we pass a list of Operators. But, if we want to use it to add the two operators to a list of Users, we’ll get, yet again, a compilation error:consumer supers error

Therefore, we need to update the method and make it accept a collection of Operators or predecessors of it, using the super keyword:

private void addUsersFromMarketingDepartmentFixed(List<? super Operator> users) {
    users.add(new Operator("john doe"));
    users.add(new Operator("jane doe"));
}

4. Producing and Consuming

There might be cases where our logic needs to both read and write to the collection. In this case, the Collection will be, at the same time, both a producer and a consumer.

The only way to handle these scenarios is to use the base class, without any of the keywords:

private void addUsersAndSendEmails(List<User> users) {
    users.add(new Operator("john doe"));
    for (User user : users) {
        System.out.println("sending email to: " + user);
    }
}

On the other hand, using the same collection for both reading and writing will be a violation of the Comand-Query Separation Principle and should be avoided.

5. Conclusion

In this article, we’ve discussed the Produce Extends Consumer Supers rule and learned how to apply it while working with Java collections.

We explored various usages where collections were producers or consumers of our logic. After that, we learned that if a collection is doing both, this can signal a code smell in our design.

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?

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.

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