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.

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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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:

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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.

Get started with Spring Data JPA through the guided reference course:

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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.

Partner – LambdaTest – NPI EA (cat=Testing)
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Regression testing is an important step in the release process, to ensure that new code doesn't break the existing functionality. As the codebase evolves, we want to run these tests frequently to help catch any issues early on.

The best way to ensure these tests run frequently on an automated basis is, of course, to include them in the CI/CD pipeline. This way, the regression tests will execute automatically whenever we commit code to the repository.

In this tutorial, we'll see how to create regression tests using Selenium, and then include them in our pipeline using GitHub Actions:, to be run on the LambdaTest cloud grid:

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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 (cat= Testing)
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Regression testing is an important step in the release process, to ensure that new code doesn't break the existing functionality. As the codebase evolves, we want to run these tests frequently to help catch any issues early on.

The best way to ensure these tests run frequently on an automated basis is, of course, to include them in the CI/CD pipeline. This way, the regression tests will execute automatically whenever we commit code to the repository.

In this tutorial, we'll see how to create regression tests using Selenium, and then include them in our pipeline using GitHub Actions:, to be run on the LambdaTest cloud grid:

>> How to Run Selenium Regression Tests With GitHub Actions

1. Overview

In this article, we will introduce the ZeroCode automated testing framework. We’ll learn the fundamentals through an example of REST API testing.

2. The Approach

The ZeroCode framework takes the following approaches:

  • Multi-faceted testing support
  • The declarative style of testing

Let’s discuss them both.

2.1. Multi-Faceted Testing Support

The framework is designed to support automated testing of multiple facets of our applications. Among other things, it gives us the ability to test:

  • REST
  • SOAP
  • Security
  • Load/Stress
  • Database
  • Apache Kafka
  • GraphQL
  • Open API Specifications

Testing is done via the framework’s DSL that we will discuss shortly.

2.2. Declarative Style

ZeroCode uses a declarative style of testing, which means that we don’t have to write actual testing code. We declare scenarios in JSON/YAML files, and the framework will ‘translate’ them into test code behind-the-scenes. This helps us to concentrate on what we want to test instead of how to test it.

3. Setup

Let’s add the Maven dependency in our pom.xml file:

 <dependency>
      <groupId>org.jsmart</groupId>
      <artifactId>zerocode-tdd</artifactId>
      <version>1.3.27</version>
      <scope>test</scope>
 </dependency>

The latest version is available on Maven Central. We can use Gradle as well. If we’re using IntelliJ, we can download the ZeroCode plugin from Jetbrains Marketplace.

4. REST API Testing

As we said above, ZeroCode can support testing multiple parts of our applications. In this article, we’ll focus on REST API testing. For that reason, we’ll create a small Spring Boot web app and expose a single endpoint:

@PostMapping
public ResponseEntity create(@RequestBody User user) {
    if (!StringUtils.hasText(user.getFirstName())) {
        return new ResponseEntity("firstName can't be empty!", HttpStatus.BAD_REQUEST);
    }
    if (!StringUtils.hasText(user.getLastName())) {
        return new ResponseEntity("lastName can't be empty!", HttpStatus.BAD_REQUEST);
    }
    user.setId(UUID.randomUUID().toString());
    users.add(user);
    return new ResponseEntity(user, HttpStatus.CREATED);
}

Let’s see the User class that’s referenced in our controller:

public class User {
    private String id;
    private String firstName;
    private String lastName;

    // standard getters and setters
}

When we create a user, we set a unique id and return the whole User object back to the client. The endpoint is reachable at the /api/users path. We’ll be saving users in memory to keep things simple.

5. Writing a Scenario

The scenario plays a central role in ZeroCode. It consists of one or more steps, which are the actual things we want to test. Let’s write a scenario with a single step that tests the successful path of user creation:

{
  "scenarioName": "test user creation endpoint",
  "steps": [
    {
      "name": "test_successful_creation",
      "url": "/api/users",
      "method": "POST",
      "request": {
        "body": {
          "firstName": "John",
          "lastName": "Doe"
        }
      },
      "verify": {
        "status": 201,
        "body": {
          "id": "$NOT.NULL",
          "firstName": "John",
          "lastName": "Doe"
        }
      }
    }
  ]
}

Let’s explain what each of the properties represents:

  • scenarioName – This is the name of the scenario; we can use any name we want
  • steps – an array of JSON objects, where we describe what we want to test
    • name –  the name that we give to the step
    • url –  relative URL of the endpoint; we can also put an absolute URL, but generally, it’s not a good idea
    • method – HTTP method
    • request – HTTP request
      • body – HTTP request body
    • verify – here, we verify/assert the response that the server returned
      • status – HTTP response status code
      • body (inside verify property) – HTTP response body

In this step, we check if user creation is successful. We check the firstName and lastName values that the server returns. Also, we verify that the id is not null with ZeroCode’s assertion token.

Generally, we have more than one step in scenarios. Let’s add another step inside our scenario’s steps array:

{
  "name": "test_firstname_validation",
  "url": "/api/users",
  "method": "POST",
  "request": {
    "body": {
      "firstName": "",
      "lastName": "Doe"
    }
  },
  "verify": {
    "status": 400,
    "rawBody": "firstName can't be empty!"
  }
}

In this step, we supply an empty first name that should result in a bad request. Here, the response body will not be in JSON format, so we use the rawbody property to refer to it as a plain string.

ZeroCode can’t directly run the scenario — for that, we need a corresponding test case.

6. Writing a Test Case

To execute our scenario, let’s write a corresponding test case:

@RunWith(ZeroCodeUnitRunner.class)
@TargetEnv("rest_api.properties")
public class UserEndpointIT {

    @Test
    @Scenario("rest/user_create_test.json")
    public void test_user_creation_endpoint() {
    }
}

Here, we declare a method and mark it as a test using the @Test annotation from JUnit 4. We can use JUnit 5 with ZeroCode for load testing only.

We also specify the location of our scenario with the @Scenario annotation, which comes from the ZeroCode framework. The method body is empty. As we said, we don’t write actual testing code. What we want to test is described in our scenario. We just reference the scenario in a test case method. Our UserEndpointIT class has two annotations:

  • @RunWith – here, we specify which ZeroCode class is responsible for running our scenarios
  • @TargetEnv – this points to the property file that will be used when our scenario runs

When we declared the url property above, we specified the relative path. Obviously, the ZeroCode framework needs an absolute path, so we create a rest_api.properties file with a few properties that define how our test should run:

  • web.application.endpoint.host – the host of REST API; In our case, it’s http://localhost
  • web.application.endpoint.port – the port of the application server where our REST API is exposed; In our case, it’s 8080
  • web.application.endpoint.context – the context of the API; in our case, it’s empty

The properties that we declare in the property file depend on what kind of testing we’re doing. For example, if we want to test a Kafka producer/consumer, we’ll have different properties.

7. Executing a Test

We’ve created a scenario, property file, and test case. Now, we’re ready to run our test. Since ZeroCode is an integration testing tool, we can leverage Maven’s failsafe plugin:

<plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-failsafe-plugin</artifactId>
    <version>3.1.2</version>
    <dependencies>
        <dependency>
            <groupId>org.apache.maven.surefire</groupId>
            <artifactId>surefire-junit47</artifactId>
            <version>3.1.2</version>
        </dependency>
    </dependencies>
    <executions>
        <execution>
            <goals>
                <goal>integration-test</goal>
                <goal>verify</goal>
            </goals>
        </execution>
    </executions>
</plugin>

To run the test, we can use the following command:

mvn verify -Dskip.it=false

 ZeroCode creates multiple types of logs that we can check out in the ${project.basedir}/target folder.

8. Conclusion

In this article, we took a look at the ZeroCode automated testing framework. We showed how the framework works with the example of REST API testing. We also learned that ZeroCode DSL eliminates the need for writing actual testing code.

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 Jackson – NPI EA – 3 (cat = Jackson)