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

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.

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 EA (cat= Testing)
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Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

1. Introduction

Spring Boot CLI is a command-line abstraction that allows us to easily run Spring micro-services expressed as Groovy scripts. It also provides simplified and enhanced dependency management for those services.

This short article takes a quick look at how to configure Spring Boot CLI and execute simple terminal commands to run pre-configured micro-services.

We’ll use Spring Boot CLI 2.0.0.RELEASE for this article. The newest version of Spring Boot CLI can be found over at Maven Central.

2. Setting Up Spring Boot CLI

One of the easiest ways to set up Spring Boot CLI is to use SDKMAN. Setup and installation instructions for SDKMAN can be found here.

After installing SDKMAN, run the following command to automatically install and configure Spring Boot CLI:

$ sdk install springboot

To verify the install, run the command:

$ spring --version

We can also install Spring Boot CLI by compiling from source, and Mac users can use pre-built packages from Homebrew or MacPorts. See the official docs for all installation options.

3. Common Terminal Commands

Spring Boot CLI provides several useful commands and features out-of-the-box. One of the most helpful features is Spring Shell, which wraps commands with the necessary spring prefix.

To start the embedded shell, we run:

spring shell

From here, we can directly enter desired commands without pre-pending the spring keyword (since we’re now in spring shell).

For example, we can display the current version of the running CLI by typing:

version

One of the most important commands is telling Spring Boot CLI to run a Groovy script:

run [SCRIPT_NAME].groovy

Spring Boot CLI will either automatically infer the dependencies or will do so given the correctly supplied annotations. After this, it will launch an embedded web container and app.

Let’s take a closer look at how to use Groovy script with Spring Boot CLI!

4. Essential Groovy Scripts

Groovy and Spring come together with Spring Boot CLI to allow powerful, performant micro-services to be quickly scripted in single-file Groovy deployments.

Support for multiply-scripted applications usually requires additional build tools like Maven or Gradle.

Below we’ll cover some of the most common use-cases for Spring Boot CLI, reserving more complex setups for other articles.

For a list of all Spring-supported Groovy annotations, please check out the official docs.

4.1. @Grab

The @Grab annotation and Groovy’s Java-esque import clauses allow for easy dependency management and injection.

In fact, most annotations abstract, simplify, and automatically include the necessary import statements. This allows us to spend more time thinking about architecture and the underlying logic of the services we want to deploy.

Let’s take a look at how to use the @Grab annotation:

package org.test

@Grab("spring-boot-starter-actuator")

@RestController
class ExampleRestController{
  //...
}

As we can see, spring-boot-starter-actuator comes pre-configured allowing for succinct script deployment without requiring a customized application or environmental properties, XML, or other programmatic configuration, though each of those things can be specified when necessary.

The full list of @Grab arguments — each specifying a library to download and import — is available here.

4.2. @Controller, @RestController, and @EnableWebMvc

To further expedite deployment, we can alternatively utilize Spring Boot CLI’s provided “grab hints” to automatically infer correct dependencies to import.

We’ll go over some of the most common use cases below.

For example, we can use the familiar @Controller and @Service annotations to quickly scaffold a standard MVC controller and service:

@RestController
class Example {
 
    @Autowired
    private MyService myService;

    @GetMapping("/")
    public String helloWorld() {
        return myService.sayWorld();
    }
}

@Service
class MyService {
    public String sayWorld() {
        return "World!";
    }
}

Spring Boot CLI supports all default configuration for Spring Boot. So, we can our Groovy apps will automatically access static resources from their usual default locations.

4.3. @EnableWebSecurity

To add Spring Boot Security options to our app, we can use the @EnableWebSecurity annotation, which will then be automatically downloaded by Spring Boot CLI.

Below, we’ll abstract part of this process using the spring-boot-starter-security dependency, which leverages the @EnableWebSecurity annotation under the hood:

package bael.security

@Grab("spring-boot-starter-security")

@RestController
class SampleController {

    @RequestMapping("/")
    public def example() {
        [message: "Hello World!"]
    }
}

For more details on how to protect resources and handle security, please check out the official documentation.

4.4. @Test

To set up a simple JUnit test, we can add the @Grab(‘junit’) or @Test annotations:

package bael.test

@Grab('junit')
class Test {
    //...
}

This will allow us to execute JUnit tests easily.

4.5. DataSource and JdbcTemplate

Persistent data options can be specified including DataSource or JdbcTemplate without explicitly using the @Grab annotation:

package bael.data

@Grab('h2')
@Configuration
@EnableWebMvc
@ComponentScan('bael.data')
class DataConfig {

    @Bean
    DataSource dataSource() {
        return new EmbeddedDatabaseBuilder()
          .setType(EmbeddedDatabaseType.H2).build();
    }

}

By simply using familiar Spring bean configuration conventions, we’ve grabbed the H2 embedded database and set it as the DataSource.

5. Custom Configuration

There are two primary ways to configure a Spring Boot micro-service using Spring Boot CLI:

  1. we can add argument parameters to our terminal commands
  2. we can use a customized YAML file to provide an application configuration

Spring Boot will automatically search the /config directory for application.yml or application.properties

├── app
    ├── app.groovy
    ├── config
        ├── application.yml
    ...

We can also set up:

├── app
    ├── example.groovy
    ├── example.yml
    ...

A full list of application properties can be found here at Spring.

6. Conclusion

This concludes our quick walk-through of Spring Boot CLI! For more details, check out the official docs.

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.

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)
announcement - icon

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)