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:

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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:

>> 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:

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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 (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. Introduction

In this quick tutorial, we’ll create a test case that uses most of the BeanShell features available in JMeter. Ultimately, we’ll learn how to use the necessary tools to make any test with BeanShell scripts.

2. Setting up JMeter and BeanShell

To start, we’ll need to download JMeter. To run it, we need to extract the download anywhere and then run the executable (jmeter.sh for Unix-based systems and jmeter.bat for Windows).

At the time of writing, the latest stable version is 5.6.3, which already bundles BeanShell 2.0b6 binaries. Version 3 is currently in development and will support newer Java features. Until then, we’re stuck using Java 4 syntax, though JMeter runs with recent JVMs. We’ll see how this affects our scripts later on.

Most importantly, while BeanShell is a feature-rich scripting language, it’s primarily used to implement test steps in JMeter. We’ll see this in practice with our scenario: a POST request to an API while capturing statistical data, like total bytes sent and elapsed time.

After starting JMeter, the only non-BeanShell element we’ll need is the Thread Group. We create one by right-clicking “Test Plan” and then choosing “Add,” then “Threads (Users),” and then “Thread Group.” We only need to specify the number of threads and loops we want:

JMeter thread group

With that done, we’re ready to create the BeanShell-based elements for our test.

3. Pre Processor

We’ll start with a Pre Processor to configure values for our POST request. We do this by right-clicking our Thread Group, then clicking “Add”, then “Pre Processors”, then “BeanShell PreProcessor”. In its content, let’s write a script that’ll generate random values for the request:

random = new Random();

key = "k"+random.nextInt();
value = random.nextInt();

To declare variables, we don’t need to include their types explicitly, and we can use any types available in the JVM or JMeter’s lib folder.

Let’s use the vars object (a special variable shared between scripts) to save these values for later use, along with our API address:

vars.put("base-api", "http://localhost:8080/api");

vars.put("key", key);
vars.putObject("value", value);

We use putObject() for value since put() only accepts String values. Our final variable defines how many test iterations before the current thread should print a summary. We’ll use this later:

vars.putObject("summary-iterations", 5)

4. Sampler

Our sampler retrieves the values stored earlier and sends them to the API with the Apache HTTP framework bundled with JMeter. Most importantly, we need to include import statements for any classes mentioned directly in the scripts that aren’t in the default imports list.

To create the request body, we’ll use the older new Object[]{…} syntax for String.format(), as varargs is a Java 5 feature:

url = vars.get("base-api");
json = String.format(
  "{\"key\": \"%s\", \"value\": %s}", 
  new Object[]{ vars.get("key"), vars.get("value") }
);

Now, let’s perform the request:

client = HttpClients.createDefault();
body = new StringEntity(json, ContentType.APPLICATION_JSON);

post = new HttpPost(url);
post.setEntity(body);

response = client.execute(post);

JMeter includes the ResponseCode and ResponseMessage variables, which we retrieve in later stages:

ResponseCode = response.getStatusLine().getStatusCode();
ResponseMessage = EntityUtils.toString(response.getEntity());

Finally, since we can’t use a try-with-resources block, we close our resources and choose a return value for the script:

response.close();
client.close();

return json;

The return can be of any type. We’ll return the request body to calculate the request size later.

5. Post Processor

Post Processors execute immediately after the sampler. We’ll use one to gather and aggregate the information we need. Let’s create a function to increment a variable and save the result:

incrementVar(name, increment) {
    value = (Long) vars.getObject(name);
    if (value == null) 
      value = 0l;

    value += increment;
    vars.putObject(name, value);
    log.info("{}: {}", name, value);
}

Here, we also have a logger available with no additional configuration. It’ll log to the JMeter console. Notice that visibility modifiers, return types, and argument types aren’t required; they’re inferred from context.

We’ll increment the elapsed time and bytes sent/received for each thread iteration. The prev variable allows us to get that information from the previous script:

incrementVar("elapsed-time-total", prev.getTime());
incrementVar("bytes-received-total", prev.getResponseMessage().getBytes().length);
incrementVar("bytes-sent-total", prev.getBytesAsLong());

6. Listener

Listeners run after the PostProcessor. We’ll use one to write a report to the file system. First, let’s write a helper function and set a few variables:

println(writer, message, arg1) {
    writer.println(String.format(message, new Object[] {arg1}));
}

thread = ctx.getThread();
threadGroup = ctx.getThreadGroup();

request = prev.getResponseDataAsString();
response = prev.getResponseMessage();

The ctx variable provides information from the Thread Group and current thread. Next, let’s build a FileWriter to write our report in the home directory:

fw = new FileWriter(new File(System.getProperty("user.home"), "jmeter-report.txt"), true);
writer = new PrintWriter(new BufferedWriter(fw));

println(writer, "* iteration: %s", vars.getIteration());
println(writer, "* elapsed time: %s ms.", prev.getTime());
println(writer, "* request: %s", request);
println(writer, "= %s bytes", prev.getBytesAsLong());
println(writer, "* response body: %s", response);
println(writer, "= %s bytes", response.getBytes().length);

Since this runs for every thread iteration, we call vars.getIteration() to track the iteration count. Lastly, if the current iteration is a multiple of summary-iterations, we print a summary:

if (vars.getIteration() % vars.getObject("summary-iterations") == 0) {
    println(writer, "## summary for %s", thread.getThreadName());
    println(writer, "* total bytes sent: %s bytes", vars.get("bytes-sent-total"));
    println(writer, "* total bytes received: %s bytes", vars.get("bytes-received-total"));
    println(writer, "* total elapsed time: %s ms.", vars.get("elapsed-time-total"));
}

Finally, let’s close the writer:

writer.close();

7. Conclusion

In this article, we explored how to effectively use BeanShell in JMeter to add custom scripting to test plans. We covered vital components like PreProcessors, Samplers, PostProcessors, and Listeners, showcasing how to manipulate request data, handle responses, and log metrics.

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)