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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 – 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.

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eBook – Jackson – NPI EA (cat=Jackson)
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eBook – Persistence – NPI EA (cat=Persistence)
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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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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.

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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.

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Partner – Diagrid – NPI EA (cat= Testing)
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In distributed systems, managing multi-step processes (e.g., validating a driver, calculating fares, notifying users) can be difficult. We need to manage state, scattered retry logic, and maintain context when services fail.

Dapr Workflows solves this via Durable Execution which includes automatic state persistence, replaying workflows after failures and built-in resilience through retries, timeouts and error handling.

In this tutorial, we'll see how to orchestrate a multi-step flow for a ride-hailing application by integrating Dapr Workflows and Spring Boot:

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Course – Spring Sale 2026 – NPI (cat=Baeldung)
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1. Overview

Client applications that use Apache Kafka would usually fall into either of the two categories, namely producers and consumers. Both producers and consumers require that the underlying Kafka server is up and running before they can start their job of producing and consuming, respectively.

In this article, we’ll learn a few strategies to determine if the Kafka server is running.

2. Using Zookeeper Commands

One of the quickest ways to find out if there are active brokers is by using Zookeeper’s dump command. The dump command is one of the 4LW commands available to administer a Zookeeper server.

Let’s go ahead and use the nc command to send the dump command over the Zookeeper server that’s listening at the 2181 port:

$ echo dump | nc localhost 2181 | grep -i broker | xargs
/brokers/ids/0

On executing the command, we see a list of ephemeral broker ids registered with the Zookeeper server. If no ephemeral ids exist, then none of the broker nodes is running.

Further, it’s important to note that the dump command needs to be explicitly allowed in the configuration usually available within either zookeeper.properties or zoo.cfg configuration file:

lw.commands.whitelist=dump

Alternatively, we can also use Zookeeper APIs to find the list of active brokers.

3. Using Apache Kafka’s AdminClient

If our producers or consumers are Java applications, then we can use Apache Kafka’s AdminClient class to find out if the Kafka server is up or not.

Let’s define the KafkaAdminClient class to wrap an instance of the AdminClient class so that we can quickly test our code:

public class KafkaAdminClient {
    private final AdminClient client;

    public KafkaAdminClient(String bootstrap) {
        Properties props = new Properties();
        props.put("bootstrap.servers", bootstrap);
        props.put("request.timeout.ms", 3000);
        props.put("connections.max.idle.ms", 5000);

        this.client = AdminClient.create(props);
    }
}

Next, let’s define the verifyConnection() method in the KafkaAdminClient class to verify if the client can connect with running broker servers:

public boolean verifyConnection() throws ExecutionException, InterruptedException {
    Collection<Node> nodes = this.client.describeCluster()
      .nodes()
      .get();
    return nodes != null && nodes.size() > 0;
}

Finally, let’s put our code to test by connecting to a running Kafka cluster:

@Test
void givenKafkaIsRunning_whenCheckedForConnection_thenConnectionIsVerified() throws Exception {
    boolean alive = kafkaAdminClient.verifyConnection();
    assertThat(alive).isTrue();
}

4. Using the kcat Utility

We can use the kcat (formerly kafkacat) command to find out if there are running Kafka broker nodes. To do so, let’s use the -L option to show the metadata of an existing topic:

$ kcat -b localhost:9092 -t demo-topic -L
Metadata for demo-topic (from broker -1: localhost:9092/bootstrap):
 1 brokers:
  broker 0 at 192.168.1.53:9092 (controller)
 1 topics:
  topic "demo-topic" with 1 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0

Next, let’s execute the same command when the broker nodes are down:

$ kcat -b localhost:9092 -t demo-topic -L -m 1
%3|1660579562.937|FAIL|rdkafka#producer-1| [thrd:localhost:9092/bootstrap]: localhost:9092/bootstrap: Connect to ipv4#127.0.0.1:9092 failed: Connection refused (after 1ms in state CONNECT)
% ERROR: Failed to acquire metadata: Local: Broker transport failure (Are the brokers reachable? Also try increasing the metadata timeout with -m <timeout>?)

For this case, we get the “Connection refused” error as there are no running broker nodes. Additionally, we must note that we were able to fail fast by restricting the request timeout to 1 second with the -m option.

5. Using UI Tools

We can rely on UI tools such as Offset Explorer for experimental POC projects that don’t require automated checks. However, this approach is not recommended if we want to verify the state of broker nodes for enterprise-grade Kafka clients.

Let’s use the Offset Explorer to connect to the Kafka cluster using the Zookeeper host and port details:Check Connection Using Offset Explorer

We can see the list of running brokers on the left side pane. That’s it. We got it at a click of a button.

6. Conclusion

In this tutorial, we explored a few command-line approaches using Zookeeper commands, Apache’s AdminClient, and the kcat utility, followed by a UI-based approach to determine whether the Kafka server is up or not.

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.
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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.

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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 – Persistence – NPI EA (cat=Persistence)
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Course – LS – NPI EA (cat=REST)

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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.

Course – Spring Sale 2026 – NPI EA (cat= Baeldung)
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Course – Spring Sale 2026 – NPI (All)
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eBook Jackson – NPI EA – 3 (cat = Jackson)