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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 – 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 – 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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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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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.

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Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

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Course – LJB – NPI EA (cat = Core 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. Overview

A stored procedure is a group of predefined SQL statements stored in the database. In Java, there are several ways to access stored procedures. In this tutorial, we’ll learn how to call stored procedures from Spring Data JPA Repositories.

2. Project Setup

We’ll use the Spring Boot Starter Data JPA module as the data access layer. We’ll also use MySQL as our backend database. Therefore, we’ll need Spring Data JPA, Spring Data JDBC, and MySQL Connector dependencies in our project pom.xml file:

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-jpa</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-jdbc</artifactId>
</dependency>
<dependency>
    <groupId>mysql</groupId>
    <artifactId>mysql-connector-java</artifactId>
</dependency>

Once we have the MySQL dependency definition, we can configure the database connection in the application.properties file:

spring.datasource.url=jdbc:mysql://localhost:3306/baeldung
spring.datasource.username=baeldung
spring.datasource.password=baeldung

3. Entity Class

In Spring Data JPA, an entity represents a table stored in a database. Therefore, we can construct an entity class to map the car database table:

@Entity
public class Car {
    @Id
    @GeneratedValue(strategy = GenerationType.IDENTITY)
    @Column
    private long id;

    @Column
    private String model;

    @Column
    private Integer year;

   // standard getters and setters
}

4. Stored Procedure Creation

A stored procedure can have parameters so that we can get different results based on the input. For example, we can create a stored procedure that takes an input parameter of integer type and returns a list of cars:

CREATE PROCEDURE FIND_CARS_AFTER_YEAR(IN year_in INT)
BEGIN 
    SELECT * FROM car WHERE year >= year_in ORDER BY year;
END

A stored procedure can also use output parameters to return data to the calling applications. For example, we can create a stored procedure that takes an input parameter of string type and stores the query result into an output parameter:

CREATE PROCEDURE GET_TOTAL_CARS_BY_MODEL(IN model_in VARCHAR(50), OUT count_out INT)
BEGIN
    SELECT COUNT(*) into count_out from car WHERE model = model_in;
END

5. Reference Stored Procedures in Repository

In Spring Data JPA, repositories are where we provide database operations. We can construct a repository for the database operations on the Car entity, and reference stored procedures in this repository:

@Repository
public interface CarRepository extends JpaRepository<Car, Integer> {
    // ...
}

Next, let’s add some methods to our repository that call stored procedures.

5.1. Map a Stored Procedure Name Directly

We can define a stored procedure method using the @Procedure annotation, and map the stored procedure name directly.

There are four equivalent ways to do that. For example, we can use the stored procedure name directly as the method name:

@Procedure
int GET_TOTAL_CARS_BY_MODEL(String model);

If we want to define a different method name, we can put the stored procedure name as the element of the @Procedure annotation:

@Procedure("GET_TOTAL_CARS_BY_MODEL")
int getTotalCarsByModel(String model);

We can also use the procedureName attribute to map the stored procedure name:

@Procedure(procedureName = "GET_TOTAL_CARS_BY_MODEL")
int getTotalCarsByModelProcedureName(String model);

Finally, we can use the value attribute to map the stored procedure name:

@Procedure(value = "GET_TOTAL_CARS_BY_MODEL")
int getTotalCarsByModelValue(String model);

5.2. Reference a Stored Procedure Defined in Entity

We can also use the @NamedStoredProcedureQuery annotation to define a stored procedure in the entity class:

@Entity
@NamedStoredProcedureQuery(name = "Car.getTotalCardsbyModelEntity", 
  procedureName = "GET_TOTAL_CARS_BY_MODEL", parameters = {
    @StoredProcedureParameter(mode = ParameterMode.IN, name = "model_in", type = String.class),
    @StoredProcedureParameter(mode = ParameterMode.OUT, name = "count_out", type = Integer.class)})
public class Car {
    // class definition
}

Then we can reference this definition in the repository:

@Procedure(name = "Car.getTotalCardsbyModelEntity")
int getTotalCarsByModelEntiy(@Param("model_in") String model);

We use the name attribute to reference the stored procedure defined in the entity class. For the repository method, we use @Param to match the input parameter of the stored procedure. We also match the output parameter of the stored procedure to the return value of the repository method.

5.3. Reference a Stored Procedure With the @Query Annotation

We can also call a stored procedure directly with the @Query annotation:

@Query(value = "CALL FIND_CARS_AFTER_YEAR(:year_in);", nativeQuery = true)
List<Car> findCarsAfterYear(@Param("year_in") Integer year_in);

In this method, we use a native query to call the stored procedure. We store the query in the value attribute of the annotation.

Similarly, we use @Param to match the input parameter of the stored procedure. We also map the stored procedure output to the list of entity Car objects.

6. Summary

In this article, we explored how to access stored procedures through JPA repositories. We also discussed two simple ways to reference the stored procedures in JPA repositories.

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:

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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:

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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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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)