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:

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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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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.

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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.

eBook – Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)
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Partner – LambdaTest – NPI (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 the LambdaTest 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

1. Overview

Unit tests shouldn’t depend on network connections. When testing code that interacts with Amazon SQS, the cleanest method is to use dependency injection for the AWS SDK for Java clients, like SqsClient or SqsAsyncClient.

In our tests, we can then replace the real client with a mock object. This allows us to verify that our code constructs the exact SendMessageRequest we expect, without ever actually sending a message to AWS. This approach keeps your tests fast, deterministic, and credential-free.

In this tutorial, we’ll discuss how to mock Amazon SQS in unit tests.

2. Dependencies

Let’s start by adding the Amazon SQS dependency to our project’s pom.xml file:

<dependency>
    <groupId>software.amazon.awssdk</groupId>
    <artifactId>sqs</artifactId>
    <version>2.35.10</version>
</dependency>

This dependency provides us with the SqsClient, SqsAsyncClient, and related request/response models, which we’ll use to interact with the Amazon SQS service.

3. The Service Under Test

Before writing tests, we need a component to test. Let’s create a simple service, SqsMessagePublisher, whose sole responsibility is to send a message to a specified SQS queue.

A crucial design element of this service is its use of dependency injection. Instead of creating an instance of SqsClient inside the class, we accept it as a constructor parameter. This design choice is fundamental, as it decouples our business logic from the concrete implementation of the SQS client. This separation is what makes the class easily testable, allowing us to provide a mock client in our tests instead of a real one.

public class SqsMessagePublisher {

    private final SqsClient sqsClient;

    public SqsMessagePublisher(SqsClient sqsClient) {
        this.sqsClient = sqsClient;
    }

    public String publishMessage(String queueUrl, String messageBody) {
        SendMessageRequest request = SendMessageRequest.builder()
          .queueUrl(queueUrl)
          .messageBody(messageBody)
          .build();

        SendMessageResponse response = sqsClient.sendMessage(request);
        return response.messageId();
    }
}

The publishMessage() method takes a queue URL and a message body, constructs a SendMessageRequest, sends it using the injected SqsClient, and returns the message ID from the response. Our goal in the unit test will be to verify that the SendMessageRequest object passed to sqsClient.sendMessage() is constructed with the correct queue URL and message body.

4. Mocking the Synchronous SqsClient

With our service in place, we can now write a unit test. We’ll use JUnit 5 as our test runner and Mockito to create a mock version of the SqsClient.

4.1. Test Setup

First, let’s set up the test class. We’ll use three key annotations:

  • @ExtendWith(MockitoExtension.class): This annotation integrates Mockito with the JUnit 5 test lifecycle, enabling the use of other Mockito annotations
  • @Mock: This creates a mock implementation of the annotated field. In our case, it will create a mock SqsClient
  • @InjectMocks: This creates an instance of the annotated class and injects any fields annotated with @Mock into it. This automatically wires our mock SQS client into our SqsMessagePublisher instance
@ExtendWith(MockitoExtension.class)
class SqsMessagePublisherUnitTest {

    @Mock
    private SqsClient sqsClient;

    @InjectMocks
    private SqsMessagePublisher messagePublisher;

    // Tests will go here
}

4.2. Writing the Test

The core of our test is to verify that our service calls the SQS client with the correct parameters. To do this, we first stub the client’s response to prevent a NullPointerException. Then, we use an ArgumentCaptor to capture the request sent to the mock client and assert its contents:

@Test
void whenPublishMessage_thenMessageIsSentWithCorrectParameters() {
    // Arrange
    String queueUrl = "https://sqs.us-east-1.amazonaws.com/123456789012/MyQueue";
    String messageBody = "Hello, SQS!";
    String expectedMessageId = "test-message-id-123";

    SendMessageResponse mockResponse = SendMessageResponse.builder()
      .messageId(expectedMessageId)
      .build();
    when(sqsClient.sendMessage(any(SendMessageRequest.class))).thenReturn(mockResponse);

    // Act
    String actualMessageId = messagePublisher.publishMessage(queueUrl, messageBody);

    // Assert
    assertThat(actualMessageId).isEqualTo(expectedMessageId);

    ArgumentCaptor<SendMessageRequest> requestCaptor = ArgumentCaptor.forClass(SendMessageRequest.class);
    verify(sqsClient).sendMessage(requestCaptor.capture());

    SendMessageRequest capturedRequest = requestCaptor.getValue();
    assertThat(capturedRequest.queueUrl()).isEqualTo(queueUrl);
    assertThat(capturedRequest.messageBody()).isEqualTo(messageBody);
}

In the “Arrange” phase, we use when().thenReturn() to tell our mock sqsClient what to return. In the “Assert” phase, verify(sqsClient).sendMessage() confirms the method was called, and the ArgumentCaptor allows us to inspect the SendMessageRequest that was passed to it.

5. Mocking the Synchronous SqsClient

The same testing strategy works for the non-blocking SqsAsyncClient:

public class SqsAsyncMessagePublisher {

    private final SqsAsyncClient sqsAsyncClient;

    public SqsAsyncMessagePublisher(SqsAsyncClient sqsAsyncClient) {
        this.sqsAsyncClient = sqsAsyncClient;
    }

    public CompletableFuture<String> publishMessage(String queueUrl, String messageBody) {
        SendMessageRequest request = SendMessageRequest.builder()
          .queueUrl(queueUrl)
          .messageBody(messageBody)
          .build();

        return sqsAsyncClient.sendMessage(request)
          .thenApply(SendMessageResponse::messageId);
    }
}

When testing, the only change is in how we stub the response. Since the async client returns a CompletableFuture, we must wrap our mock response in one using CompletableFuture.completedFuture():

@ExtendWith(MockitoExtension.class)
class SqsAsyncMessagePublisherUnitTest {

    @Mock
    private SqsAsyncClient sqsAsyncClient;

    @InjectMocks
    private SqsAsyncMessagePublisher messagePublisher;

    @Test
    void whenPublishMessage_thenMessageIsSentAsynchronously() throws Exception {
        // Arrange
        String queueUrl = "https://sqs.us-east-1.amazonaws.com/123456789012/MyAsyncQueue";
        String messageBody = "Hello, Async SQS!";
        String expectedMessageId = "test-async-message-id-456";

        SendMessageResponse mockResponse = SendMessageResponse.builder()
          .messageId(expectedMessageId)
          .build();
        when(sqsAsyncClient.sendMessage(any(SendMessageRequest.class)))
          .thenReturn(CompletableFuture.completedFuture(mockResponse));

        // Act
        String actualMessageId = messagePublisher.publishMessage(queueUrl, messageBody).get();

        // Assert
        assertThat(actualMessageId).isEqualTo(expectedMessageId);

        ArgumentCaptor<SendMessageRequest> requestCaptor = ArgumentCaptor.forClass(SendMessageRequest.class);
        verify(sqsAsyncClient).sendMessage(requestCaptor.capture());

        SendMessageRequest capturedRequest = requestCaptor.getValue();
        assertThat(capturedRequest.queueUrl()).isEqualTo(queueUrl);
        assertThat(capturedRequest.messageBody()).isEqualTo(messageBody);
    }
}

The verification logic with ArgumentCaptor remains identical, demonstrating the robustness of this testing pattern.

6. A Note on Integration Testing

These unit tests are perfect for verifying our application’s logic in isolation. However, they cannot validate real-world concerns like IAM permissions, network connectivity, or correct queue configuration.

For that, we need integration tests. A common approach is to use tools like Testcontainers with LocalStack, which provides a local emulation of AWS services. This allows you to test the full integration with a real SQS endpoint without needing actual AWS credentials.

7. Conclusion

In this article, we demonstrated how to unit test code that interacts with Amazon SQS. By using dependency injection, we can easily substitute the real SQS client with a mock in our tests.

With Mockito, we stubbed the client’s behavior and used an ArgumentCaptor to verify that our code constructed the correct request. This powerful technique works for both synchronous and asynchronous clients, enabling us to write fast, reliable, and isolated unit tests.

As always, the code is available over on GitHub.

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)
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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.

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:

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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 – Mockito – NPI (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:

>> Download the eBook

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eBook – eBook Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)
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