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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat= Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, you can get started over on the documentation page.

And, you can also ask questions and leave feedback on the Azure Container Apps GitHub page.

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.

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

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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.

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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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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

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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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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 – MongoDB – NPI EA (tag=MongoDB)
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Traditional keyword-based search methods rely on exact word matches, often leading to irrelevant results depending on the user's phrasing.

By comparison, using a vector store allows us to represent the data as vector embeddings, based on meaningful relationships. We can then compare the meaning of the user’s query to the stored content, and retrieve more relevant, context-aware results.

Explore how to build an intelligent chatbot using MongoDB Atlas, Langchain4j and Spring Boot:

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Accessibility testing is a crucial aspect to ensure that your application is usable for everyone and meets accessibility standards that are required in many countries.

By automating these tests, teams can quickly detect issues related to screen reader compatibility, keyboard navigation, color contrast, and other aspects that could pose a barrier to using the software effectively for people with disabilities.

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Accessibility testing is a crucial aspect to ensure that your application is usable for everyone and meets accessibility standards that are required in many countries.

By automating these tests, teams can quickly detect issues related to screen reader compatibility, keyboard navigation, color contrast, and other aspects that could pose a barrier to using the software effectively for people with disabilities.

Learn how to automate accessibility testing with Selenium and the LambdaTest cloud-based testing platform that lets developers and testers perform accessibility automation on over 3000+ real environments:

Automated Accessibility Testing With Selenium

1. Overview

Testcontainers is a Java library for creating temporary Docker containers for unit testing purposes. It’s useful when we want to avoid testing with actual servers.

In this tutorial, we’ll learn how to use Testcontainers while testing a Spring Boot application that uses Redis.

2. Project Setup

The first prerequisite to using any test container is to have Docker installed on the machine where we are running the tests.

Once we have Docker installed, we can start setting up our Spring Boot application.

In this application, we’ll set up a Redis hash, a repository, and a service that will use the repository to interact with Redis.

2.1. Dependencies

Let’s start by adding the required dependencies to our project.

Firstly, we’ll add the Spring Boot Starter Test and Spring Boot Starter Data Redis dependencies:

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-test</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-redis</artifactId>
</dependency>

Next, let’s add the Testcontainers dependency:

<dependency> 
    <groupId>org.testcontainers</groupId> 
    <artifactId>testcontainers</artifactId> 
    <version>1.19.7</version> 
    <scope>test</scope> 
</dependency>

2.2. Autoconfiguration

Since we don’t require any advanced configurations, we can use autoconfiguration to set up a connection to the Redis server.

For this, we need to add the Redis connection details to the application.properties file:

spring.redis.host=127.0.0.1
spring.redis.port=6379

3. Application Setup

Let’s start with the code for our main application. We’ll build a small application that reads and writes products to a Redis database.

3.1. Entity

Let’s start with the Product class:

@RedisHash("product")
public class Product implements Serializable {
    private String id;
    private String name;
    private double price;

    // Constructor, getters and setters
}

The @RedisHash annotation is used to tell Spring Data Redis that this class should be stored in a Redis hash. Saving as a hash is good for entities that don’t contain nested objects.

3.2. Repository

Next, we can define a repository for our Product hash:

@Repository
public interface ProductRepository extends CrudRepository<Product, String> {
}

The CRUD repository interface already implements the methods we need to save, update, delete and find products. So we don’t need to define any methods ourselves.

3.3. Service

Finally, let’s create a service that performs read and write operations using the ProductRepository:

@Service
public class ProductService {

    private final ProductRepository productRepository;

    public ProductService(ProductRepository productRepository) {
        this.productRepository = productRepository;
    }

    public Product getProduct(String id) {
        return productRepository.findById(id).orElse(null);
    }

    // other methods
}

This service can then be used by controllers or services to perform CRUD operations on the products.

In actual applications, these methods may contain more complex logic, but for the purposes of this tutorial, we’ll only focus on the Redis interactions.

4. Testing

We’ll now write tests for our ProductService to test the CRUD operations.

4.1. Testing the Service

Let’s write an integration test for the ProductService:

@Test
void givenProductCreated_whenGettingProductById_thenProductExistsAndHasSameProperties() {
    Product product = new Product("1", "Test Product", 10.0);
    productService.createProduct(product);
    Product productFromDb = productService.getProduct("1");
    assertEquals("1", productFromDb.getId());
    assertEquals("Test Product", productFromDb.getName());
    assertEquals(10.0, productFromDb.getPrice());
}

This assumes that a Redis database is running on the URL specified in the properties. If we don’t have a Redis instance running or our server cannot connect to it, the tests will run into errors.

4.2. Starting a Redis Container With Testcontainers

Let’s solve this problem by running a Redis test container when the tests are run. Then, we’ll change the connection details from the code itself.

Let’s look at the code to create and run the test container:

static {
    GenericContainer<?> redis = 
      new GenericContainer<>(DockerImageName.parse("redis:5.0.3-alpine")).withExposedPorts(6379);
    redis.start();
}

Let’s understand the different parts of this code:

  • we have created a new container from the image redis:5.0.3-alpine
  • by default, the Redis instance will run on port 6379. To expose this port, we can use the withExposedPorts() method. It’ll expose this port and map it to a random port on the host machine
  • the start() method will start the container and wait for it to be ready
  • we have added this code to a static code block so that it runs before the dependencies are injected, and tests are run

4.3. Changing the Connection Details

At this point, we have a Redis container running, but we haven’t changed the connection details used by the application. To do this, all we need to do is to override the connection details in the application.properties file using system properties:

static {
    GenericContainer<?> redis = 
      new GenericContainer<>(DockerImageName.parse("redis:5.0.3-alpine")).withExposedPorts(6379);
    redis.start();
    System.setProperty("spring.redis.host", redis.getHost());
    System.setProperty("spring.redis.port", redis.getMappedPort(6379).toString());
}

We’ve set the spring.redis.host property to the IP address of the container.

We can get the mapped port of port 6379 to set the spring.redis.port property.

Now when the tests run, they’ll connect to the Redis database running on the container.

4.4. Alternate Configuration for Redis Container

Alternatively, we can use the Jupiter integration through the @Testcontainers annotation to manage the lifecycle of the Redis container. When using this integration, we can use the @Container annotation to mark the containers for life-cycle management. Let’s go ahead and use this approach for configuring the Redis container for our tests.

First, we must add the junit-jupiter and testcontainers-redis-junit-jupiter dependencies in the project’s pom.xml file:

<dependency>
    <groupId>org.testcontainers</groupId>
    <artifactId>junit-jupiter</artifactId>
    <version>1.17.6</version>
    <scope>test</scope>
</dependency>

<dependency>
    <groupId>com.redis.testcontainers</groupId>
    <artifactId>testcontainers-redis-junit-jupiter</artifactId>
    <version>1.4.6</version>
    <scope>test</scope>
</dependency>

Next, let’s define the REDIS_CONTAINER static field with the @Container annotation:

@Container
private static final RedisContainer REDIS_CONTAINER = 
  new RedisContainer(DockerImageName.parse("redis:5.0.3-alpine")).withExposedPorts(6379);

We must note that the containers defined as static fields will be shared between the test methods and started only once.

Additionally, let’s define the registerRedisProperties() method using the @DynamicPropertySource annotation to configure the connection properties for the application:

@DynamicPropertySource
private static void registerRedisProperties(DynamicPropertyRegistry registry) {
    registry.add("spring.redis.host", REDIS_CONTAINER::getHost);
    registry.add("spring.redis.port", () -> REDIS_CONTAINER.getMappedPort(6379).toString());
}

Finally, let’s validate that our configuration is working as expected:

@Test
void givenRedisContainerConfiguredWithDynamicProperties_whenCheckingRunningStatus_thenStatusIsRunning() {
    assertTrue(REDIS_CONTAINER.isRunning());
}

Perfect! We can see that the Redis container is available for test methods. Further, we don’t have to change the other test methods and can use them as they are.

5. Conclusion

In this article, we learned how to use Redis Testcontainer to run the tests. We also looked at certain aspects of Spring Data Redis to understand how to use it.

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.

Partner – Microsoft – NPI EA (cat = Baeldung)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat = Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

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:

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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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Partner – MongoDB – NPI EA (tag=MongoDB)
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Traditional keyword-based search methods rely on exact word matches, often leading to irrelevant results depending on the user's phrasing.

By comparison, using a vector store allows us to represent the data as vector embeddings, based on meaningful relationships. We can then compare the meaning of the user’s query to the stored content, and retrieve more relevant, context-aware results.

Explore how to build an intelligent chatbot using MongoDB Atlas, Langchain4j and Spring Boot:

>> Building an AI Chatbot in Java With Langchain4j and MongoDB Atlas

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 – Microsoft – NPI (cat=Spring)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

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