Partner – Orkes – NPI EA (cat=Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

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Partner – Orkes – NPI EA (tag=Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

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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:

>> 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:

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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

Partner – LambdaTest – NPI EA (cat=Testing)
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Browser testing is essential if you have a website or web applications that users interact with. Manual testing can be very helpful to an extent, but given the multiple browsers available, not to mention versions and operating system, testing everything manually becomes time-consuming and repetitive.

To help automate this process, Selenium is a popular choice for developers, as an open-source tool with a large and active community. What's more, we can further scale our automation testing by running on theLambdaTest cloud-based testing platform.

Read more through our step-by-step tutorial on how to set up Selenium tests with Java and run them on LambdaTest:

>> Automated Browser Testing With Selenium

Partner – Orkes – NPI EA (cat=Java)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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.

1. Overview

The Lombok library provides a great way of simplifying data objects. One of the key features of Project Lombok is the @Builder annotation, which automatically creates Builder classes for creating immutable objects. However, populating collections in our objects can be clumsy with the standard Lombok-generated Builder classes.

In this tutorial, we’re going to look at the @Singular annotation, which helps us to work with collections in our data objects. It also enforces good practices, as we’ll see.

2. Builders and Collections

Builder classes make it easy to construct immutable data objects with their simple, fluent syntax. Let’s look at an example classes annotated with Lombok’s @Builder annotation:

@Getter
@Builder
public class Person {
    private final String givenName;
    private final String additionalName;
    private final String familyName;
    private final List<String> tags;
}

We can now create instances of Person using the builder pattern. Note here that the tags property is a List. Furthermore, the standard Lombok @Builder will provide methods to set this property just like for the non-list properties:

Person person = Person.builder()
  .givenName("Aaron")
  .additionalName("A")
  .familyName("Aardvark")
  .tags(Arrays.asList("fictional","incidental"))
  .build();

This is a workable but rather clumsy syntax. We can create the collection inline, as we’ve done above. Or, we can declare it ahead of time. Either way, it breaks the flow of our object creation. This is where the @Singular annotation comes in handy.

2.1. Using the @Singular Annotation with Lists

Let’s add another List to our Person object and annotate it with @Singular. This will give us a side-by-side view of one field that is annotated and one that isn’t. As well as the general tags property, we’ll add a list of interests to our Person:

@Singular private final List<String> interests;

We can now build up a list of values one at a time:

Person person = Person.builder()
  .givenName("Aaron")
  .additionalName("A")
  .familyName("Aardvark")
  .interest("history")
  .interest("sport")
  .build();

The builder will store each element internally in a List and create the appropriate Collection when we invoke build().

2.2. Working with Other Collection Types

We’ve illustrated @Singular working with a java.util.List here, but it can also be applied to other Java Collection classes. Let’s add some more members to our Person:

@Singular private final Set<String> skills;
@Singular private final Map<String, LocalDate> awards;

A Set will behave much as a List, as far as Builders are concerned – we can add elements one by one:

Person person = Person.builder()
  .givenName("Aaron")
  .skill("singing")
  .skill("dancing")
  .build();

Because Set doesn’t support duplicates, we need to be aware that adding the same element multiple times won’t create multiple elements. The Builder will handle this situation leniently. We can add an element multiple times, but the created Set will have only one occurrence of the element.

Maps are treated slightly differently, with the Builder exposing methods that take a key and value of the appropriate types:

Person person = Person.builder()
  .givenName("Aaron")
  .award("Singer of the Year", LocalDate.now().minusYears(5))
  .award("Best Dancer", LocalDate.now().minusYears(2))
  .build();

As we saw with Sets, the builder is lenient with duplicate Map keys, and will use the last value if the same key is assigned more than once.

3. Naming of @Singular Methods

So far, we’ve relied on one bit of magic in the @Singular annotation without drawing attention to it. The Builder itself provides a method for assigning the entire collection at once that uses the plural form – “awards“, for example. The extra methods added by the @Singular annotation use the singular form – for example, “award“.

Lombok is smart enough to recognize simple plural words, in English, where they follow a regular pattern. In all the examples we’ve used so far, it just removes the last ‘s’.

It will also know that, for some words ending in “es”, to remove the last two letters. It knows, for example, that “grass” is the singular of “grasses”, and that “grape”, and not “grap”, is the singular of “grapes”. In some cases, though, we have to give it some help.

Let’s build a simple model of a sea, containing fish and sea-grasses:

@Getter
@Builder
public class Sea {
    @Singular private final List<String> grasses;
    @Singular private final List<String> fish;
}

Lombok can handle the word “grasses”, but is lost with “fish”. In English, the singular and plural forms are the same, strangely enough. This code won’t compile, and we’ll get an error:

Can't singularize this name; please specify the singular explicitly (i.e. @Singular("sheep"))

We can sort things out by adding a value to the annotation to use as the singular method name:

@Singular("oneFish") private final List<String> fish;

We can now compile our code and use the Builder:

Sea sea = Sea.builder()
  .grass("Dulse")
  .grass("Kelp")
  .oneFish("Cod")
  .oneFish("Mackerel")
  .build();

In this case, we chose the rather contrived oneFish(), but the same method can be used with non-standard words that do have a distinct plural. For example, a List of children could be provided with a method child().

4. Immutability

We’ve seen how the @Singular annotation helps us to work with collections in Lombok. Besides providing convenience and expressiveness, it can also help us to keep our code clean.

Immutable objects are defined as objects that cannot be modified once they are created. Immutability is important in reactive architectures, for example, because it allows us to pass an object into a method with a guarantee of no side effects. The Builder pattern is most commonly used as an alternative to POJO getters and setters in order to support immutability.

When our data objects contain Collection classes, it can be easy to let immutability slip a little. The base collection interfaces — List, Set, and Map — all have mutable and immutable implementations. If we rely on the standard Lombok builder, we can accidentally pass in a mutable collection, and then modify it:

List<String> tags= new ArrayList();
tags.add("fictional");
tags.add("incidental");
Person person = Person.builder()
  .givenName("Aaron")
  .tags(tags)
  .build();
person.getTags().clear();
person.getTags().add("non-fictional");
person.getTags().add("important");

We’ve had to work quite hard in this simple example to make the mistake. If we’d used Arrays.asList(), for example, to construct the variable tags, we would’ve gotten an immutable list for free, and calls to add() or clear() would throw an UnsupportedOperationException.

In real coding, the error is more likely to occur if the collection is passed in as a parameter, for example. However, it’s good to know that with @Singular, we can work with the base Collection interfaces and get immutable instances when we call build().

5. Conclusion

In this tutorial, we’ve seen how the Lombok @Singular annotation provides a convenient way of working with the List, Set, and Map interfaces using the Builder pattern. The Builder pattern supports immutability, and @Singular provides us with first-class support for this.

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.

Partner – Orkes – NPI EA (cat = Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag = Microservices)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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.

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

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