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 – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

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:

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 – 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:

>> Join Pro and 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 – 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

Download the E-book

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:

>> LEARN SPRING
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:

>> CHECK OUT THE COURSE

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. Introduction

In this tutorial, we’ll be looking at the Java Testcontainers library. It allows us to use Docker containers within our tests. As a result, we can write self-contained integration tests that depend on external resources.

We can use any resource in our tests that have a docker image. For example, there are images for databases, web browsers, web servers, and message queues. Therefore, we can run them as containers within our tests.

2. Requirements

The Testcontainers library can be used with Java 8 and higher. It’s also compatible with the JUnit Rules API.

First, let’s define the Maven dependency for the core functionality:

<dependency>
    <groupId>org.testcontainers</groupId>
    <artifactId>testcontainers</artifactId>
    <version>1.19.6</version>
</dependency>

There are also modules for specialized containers. In this tutorial, we’ll be using PostgreSQL and Selenium. 

Let’s add the relevant dependencies:

<dependency>
    <groupId>org.testcontainers</groupId>
    <artifactId>postgresql </artifactId>
    <version>1.19.6</version>
</dependency>
<dependency>
    <groupId>org.testcontainers</groupId>
    <artifactId>selenium </artifactId>
    <version>1.19.6</version>
</dependency>

We can find the latest versions on Maven Central.

Also, we need Docker to run containers. Refer to Docker documentation for installation instructions.

Make sure you’re able to run Docker containers in your test environment.

3. Usage

Let’s configure a generic container rule:

@ClassRule
public static GenericContainer simpleWebServer
 = new GenericContainer("alpine:3.2")
   .withExposedPorts(80)
   .withCommand("/bin/sh", "-c", "while true; do echo "
     + "\"HTTP/1.1 200 OK\n\nHello World!\" | nc -l -p 80; done");

We construct a GenericContainer test rule by specifying a docker image name. Then, we configure it with builder methods:

  • We use withExposedPorts to expose a port from the container
  • withCommand defines a container command. It will be executed when the container starts.

The rule is annotated with @ClassRule. As a result, it will start the Docker container before any test in that class runs. The container will be destroyed after all methods are executed.

If you apply @Rule annotation, the GenericContainer rule will start a new container for each test method. And it will stop the container when that test method finishes.

We can use an IP address and port to communicate with the process running in the container:

@Test
public void givenSimpleWebServerContainer_whenGetReuqest_thenReturnsResponse()
  throws Exception {
    String address = "http://" 
      + simpleWebServer.getContainerIpAddress() 
      + ":" + simpleWebServer.getMappedPort(80);
    String response = simpleGetRequest(address);
    
    assertEquals(response, "Hello World!");
}

4. Usage Modes

There are several usage modes of the test containers. We saw an example of running a GenericContainer.

Testcontainers library has also rule definitions with specialized functionality. They are for containers of common databases like MySQL, PostgreSQL; and others like web clients.

Although we can run them as generic containers, the specializations provide extended convenience methods.

4.1. Databases

Let’s assume we need a database server for data-access-layer integration tests. We can run databases in containers with the help of the Testcontainers library.

For example, we fire up a PostgreSQL container with PostgreSQLContainer rule. Then, we’re able to use helper methods. These are getJdbcUrl, getUsername, getPassword for database connection:

@Rule
public PostgreSQLContainer postgresContainer = new PostgreSQLContainer();

@Test
public void whenSelectQueryExecuted_thenResulstsReturned()
  throws Exception {
    String jdbcUrl = postgresContainer.getJdbcUrl();
    String username = postgresContainer.getUsername();
    String password = postgresContainer.getPassword();
    Connection conn = DriverManager
      .getConnection(jdbcUrl, username, password);
    ResultSet resultSet = 
      conn.createStatement().executeQuery("SELECT 1");
    resultSet.next();
    int result = resultSet.getInt(1);
    
    assertEquals(1, result);
}

It is also possible to run PostgreSQL as a generic container. But it’d be more difficult to configure the connection.

4.2. Web Drivers

Another useful scenario is to run containers with web browsers. BrowserWebDriverContainer rule enables running Chrome and Firefox in docker-selenium containers. Then, we manage them with RemoteWebDriver. 

This is very useful for automating UI/Acceptance tests for web applications:

@Rule
public BrowserWebDriverContainer chrome = new BrowserWebDriverContainer()
  .withCapabilities(new ChromeOptions());
@Test
public void whenNavigatedToPage_thenHeadingIsInThePage() {
    RemoteWebDriver driver = chrome.getWebDriver();
    driver.get("http://example.com");
    String heading = driver.findElement(By.xpath("/html/body/div/h1"))
      .getText();
 
    assertEquals("Example Domain", heading);
}

4.3. Docker Compose

If the tests require more complex services, we can specify them in a docker-compose file:

simpleWebServer:
  image: alpine:3.2
  command: ["/bin/sh", "-c", "while true; do echo 'HTTP/1.1 200 OK\n\nHello World!' | nc -l -p 80; done"]

Then, we use DockerComposeContainer rule. This rule will start and run services as defined in the compose file.

We use getServiceHost and getServicePost methods to build connection address to the service:

@ClassRule
public static DockerComposeContainer compose = 
  new DockerComposeContainer(
    new File("src/test/resources/test-compose.yml"))
      .withExposedService("simpleWebServer_1", 80);

@Test
public void givenSimpleWebServerContainer_whenGetReuqest_thenReturnsResponse()
  throws Exception {
 
    String address = "http://" + compose.getServiceHost("simpleWebServer_1", 80) + ":" + compose.getServicePort("simpleWebServer_1", 80);
    String response = simpleGetRequest(address);
    
    assertEquals(response, "Hello World");
}

5. Conclusion

We saw how we could use the Testcontainers library. It eases developing and running integration tests.

We used the GenericContainer rule for containers of given docker images. Then, we looked at PostgreSQLContainer, BrowserWebDriverContainer and DockerComposeContainer rules. They give more functionality for specific use cases.

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?

Explore the eBook

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.

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