eBook – Guide Spring Cloud – NPI EA (cat=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.

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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.

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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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.

You can explore the course here:

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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.

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

eBook – Java Streams – NPI (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

1. Overview

In this tutorial, we’re going to demonstrate how to implement if/else logic with Java 8 Streams. As part of the tutorial, we’ll create a simple algorithm to identify odd and even numbers.

We can take a look at this article to catch up on the Java 8 Stream basics.

2. Conventional if/else Logic Within forEach()

First of all, let’s create an Integer List and then use conventional if/else logic within the Integer stream forEach() method:

List<Integer> ints = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);

ints.stream()
    .forEach(i -> {
        if (i.intValue() % 2 == 0) {
            Assert.assertTrue(i.intValue() % 2 == 0);
        } else {
            Assert.assertTrue(i.intValue() % 2 != 0);
        }
    });

Our forEach method contains if/else logic that verifies whether the Integer is an odd or even number using the Java modulus operator.

Typically, we can rewrite the previous if/else logic using a custom consumer. In short, a consumer is a functional interface that accepts a parameter and returns nothing. So, let’s see it in action:

List<Integer> ints = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
Consumer<Integer> integerParityAsserter = i -> {
    if (i % 2 == 0) {
        Assert.assertTrue(i + " is not even", i % 2 == 0);
    } else {
        Assert.assertTrue(i + " is not odd", i % 2 != 0);
    }
};

ints.stream()
    .forEach(integerParityAsserter);

As we can see, our custom consumer acts as an asserter that checks the given integer parity, and we can pass it directly to the forEach() method.

3. if/else Logic With filter()

Secondly, let’s look at a more elegant implementation using the Stream filter() method:

Stream<Integer> evenIntegers = ints.stream()
    .filter(i -> i.intValue() % 2 == 0);
Stream<Integer> oddIntegers = ints.stream()
    .filter(i -> i.intValue() % 2 != 0);

evenIntegers.forEach(i -> Assert.assertTrue(i.intValue() % 2 == 0));
oddIntegers.forEach(i -> Assert.assertTrue(i.intValue() % 2 != 0));

Above, we implement the if/else logic using the Stream filter() method to separate the Integer List into two Streams, one for even integers and another for odd integers.

4. Using Collectors#groupingBy

Another solution would be to use the groupingBy() method. At its core, this method creates groups from data based on a specified criterion. So, let’s see it in action:

List<Integer> ints = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);

Map<String, List<Integer>> resultMap = ints.stream()
    .collect(Collectors.groupingBy(i -> i % 2 == 0 ? "even" : "odd"));

Assert.assertEquals(Arrays.asList(2, 4, 6, 8, 10), resultMap.get("even"));
Assert.assertEquals(Arrays.asList(1, 3, 5, 7, 9), resultMap.get("odd"));

Notably, we pass a ternary operator that returns “even” if the integer is even and “odd” otherwise. Furthermore, the groupingBy() method relies on the specified criteria to group the integers into two separate groups. The first group describes even integers and the other one denotes odd ones.

5. Using Collectors#partitioningBy

Alternatively, we can use the partitioningBy() method. It’s a specialized version of the groupingBy() method that accepts a Predicate as a parameter. As the name implies, it divides the data into exactly two partitions based on a specified Predicate.

So, let’s see in practice:

List<Integer> ints = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);

Map<Boolean, List<Integer>> resultMap = ints.stream()
    .collect(Collectors.partitioningBy(i -> i % 2 == 0));

Assert.assertEquals(Arrays.asList(2, 4, 6, 8, 10), resultMap.get(true));
Assert.assertEquals(Arrays.asList(1, 3, 5, 7, 9), resultMap.get(false));

The partitioningBy() method returns a Map that stores Boolean as keys and List as values. Here, the list associated with the key “true” contains all elements matching the given predicate, which denotes even integers. On the other hand, the key “false” points to the list that represent odd integers.

6. Conclusion

In this quick article, we’ve explored how to create a Java 8 Stream and how to implement if/else logic using the forEach() method. Furthermore, we’ve seen how to use a custom consumer to achieve the same outcome.

Along the way, we learned how to use the Stream filter method, Collectors#groupingBy, and Collectors#partitioningBy to achieve a similar result more elegantly.

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:

>> 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:

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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.

eBook – Java Streams – NPI (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 – 3 (cat = Jackson)