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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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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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eBook – Maven – NPI EA (cat = Maven)
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eBook – Persistence – NPI EA (cat=Persistence)
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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.

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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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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

JDeferred is a small Java library (also supports Groovy) used for implementing asynchronous topology without writing boilerplate code. This framework is inspired by the Jquery’s Promise/Ajax feature and Android’s Deferred Object pattern.

In this tutorial, we’ll show how to use JDeferred and its different utilities.

2. Maven Dependency

We can start using JDeferred in any application by adding the following dependency into our pom.xml:

<dependency>
    <groupId>org.jdeferred</groupId>
    <artifactId>jdeferred-core</artifactId>
    <version>1.2.6</version>
</dependency>

We can check the latest version of the JDeferred project in the Central Maven Repository.

3. Promises

Let’s have a look at a simple use-case of invoking an error-prone synchronous REST API call and perform some task based on the data returned by the API.

In simple JQuery, the above scenario can be addressed in the following way:

$.ajax("/GetEmployees")
    .done(
        function() {
            alert( "success" );
        }
     )
    .fail(
        function() {
            alert( "error" );
        }
     )
    .always(
        function() {
            alert( "complete" );
        }
    );

Similarly, JDeferred comes with the Promise and Deferred interfaces which register a thread-independent hook on the corresponding object that triggers different customizable action based on that object status.

Here, Deferred acts as the trigger and the Promise acts as the observer.

We can easily create this type of asynchronous workflow:

Deferred<String, String, String> deferred
  = new DeferredObject<>();
Promise<String, String, String> promise = deferred.promise();

promise.done(result -> System.out.println("Job done"))
  .fail(rejection -> System.out.println("Job fail"))
  .progress(progress -> System.out.println("Job is in progress"))
  .always((state, result, rejection) -> 
    System.out.println("Job execution started"));

deferred.resolve("msg");
deferred.notify("notice");
deferred.reject("oops");

Here, each method has different semantics:

  • done() – triggers only when the pending actions on the deferred object is/are completed successfully
  • fail() – triggers while some exception is raised while performing pending action/s on the deferred object
  • progress() – triggers as soon as pending actions on the deferred object is/are started to execute
  • always() – triggers regardless of deferred object’s state

By default, a deferred object’s status can be PENDING/REJECTED/RESOLVED. We can check the status using deferred.state() method.

Point to note here is that once a deferred object’s status is changed to RESOLVED, we can’t perform reject operation on that object.

Similarly, once the object’s status is changed to REJECTED, we can’t perform resolve or notify operation on that object. Any violation will result into an IllegalStateExeption.

4. Filters

Before retrieving the final result, we can perform filtering on the deferred object with DoneFilter.

Once the filtering is done, we’ll get the thread-safe deferred object:

private static String modifiedMsg;

static String filter(String msg) {
    Deferred<String, ?, ?> d = new DeferredObject<>();
    Promise<String, ?, ?> p = d.promise();
    Promise<String, ?, ?> filtered = p.then((result) > {
        modifiedMsg = "Hello "  result;
    });

    filtered.done(r > System.out.println("filtering done"));

    d.resolve(msg);
    return modifiedMsg;
}

5. Pipes

Similar to filter, JDeferred offers the DonePipe interface to perform sophisticated post-filtering actions once the deferred object pending actions are resolved.

public enum Result { 
    SUCCESS, FAILURE 
}; 

private static Result status; 

public static Result validate(int num) { 
    Deferred<Integer, ?, ?> d = new DeferredObject<>(); 
    Promise<Integer, ?, ?> p = d.promise(); 
    
    p.then((DonePipe<Integer, Integer, Exception, Void>) result > {
        public Deferred<Integer, Exception, Void> pipeDone(Integer result) {
            if (result < 90) {
                return new DeferredObject<Integer, Exception, Void>()
                  .resolve(result);
            } else {
                return new DeferredObject<Integer, Exception, Void>()
                  .reject(new Exception("Unacceptable value"));
            }
    }).done(r > status = Result.SUCCESS )
      .fail(r > status = Result.FAILURE );

    d.resolve(num);
    return status;
}

Here, based on the value of the actual result, we’ve raised an exception to reject the result.

6. Deferred Manager

In a real time scenario, we need to deal with the multiple deferred objects observed by multiple promises. In this scenario, it’s pretty difficult to manage multiple promises separately.

That’s why JDeferred comes with DeferredManager interface which creates a common observer for all of the promises. Hence, using this common observer, we can create common actions for all of the promises:

Deferred<String, String, String> deferred = new DeferredObject<>();
DeferredManager dm = new DefaultDeferredManager();
Promise<String, String, String> p1 = deferred.promise(), 
  p2 = deferred.promise(), 
  p3 = deferred.promise();
dm.when(p1, p2, p3)
  .done(result -> ... )
  .fail(result -> ... );
deferred.resolve("Hello Baeldung");

We can also assign ExecutorService with a custom thread pool to the DeferredManager:

ExecutorService executor = Executors.newFixedThreadPool(10);
DeferredManager dm = new DefaultDeferredManager(executor);

In fact, we can completely ignore the use of Promise and can directly define the Callable interface to complete the task:

DeferredManager dm = new DefaultDeferredManager();
dm.when(() -> {
    // return something and raise an exception to interrupt the task
}).done(result -> ... )
  .fail(e -> ... );

7. Thread-Safe Action

Although, most of the time we need to deal with asynchronous workflow, some of the time we need to wait for the results of the all of the parallel tasks.

In this type of scenario, we may only use Object‘s wait() method to wait for all deferred tasks to finish:

DeferredManager dm = new DefaultDeferredManager();
Deferred<String, String, String> deferred = new DeferredObject<>();
Promise<String, String, String> p1 = deferred.promise();
Promise<String, String, String> p = dm
  .when(p1)
  .done(result -> ... )
  .fail(result -> ... );

synchronized (p) {
    while (p.isPending()) {
        try {
            p.wait();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
}

deferred.resolve("Hello Baeldung");

Alternatively, we can use Promise interface’s waitSafely() method to achieve the same.

try {
    p.waitSafely();
} catch (InterruptedException e) {
    e.printStackTrace();
}

Although both of the above methods perform pretty much the same thing, it’s always advisable to use the second one since the second procedure doesn’t require synchronization.

8. Android Integration

JDeferred can be easily integrated with Android applications using the Android Maven plugin.

For APKLIB build, we need to add the following dependency in the pom.xml:

<dependency>
    <groupId>org.jdeferred</groupId>
    <artifactId>jdeferred-android</artifactId>
    <version>1.2.6</version>
    <type>apklib</type>
</dependency>

For AAR build, we need to add the following dependency in the pom.xml:

<dependency>
    <groupId>org.jdeferred</groupId>
    <artifactId>jdeferred-android-aar</artifactId>
    <version>1.2.6</version>
    <type>aar</type>
</dependency>

9. Conclusion

In this tutorial, we explored about JDeferred, and it’s different utilities.

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:

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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:

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