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.

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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.

1. Overview

When working with Spring Boot applications, especially in integration tests, using the H2 in-memory database offers a lightweight and fast option for simulating real database interactions. As developers, we often need to initialize schemas, preload data, or execute custom SQL scripts during our tests.

In this tutorial, let’s walk through the common ways we can execute SQL scripts using H2 in a Spring Boot test environment.

2. Specifying Scripts in the JDBC URL

One handy feature of H2 is that it allows us to run SQL scripts automatically when the database is initialized, right from the JDBC URL. Next, let’s demonstrate how this works through an example.

First, let’s create a SQL file init_my_db.sql under the resources/sql directory:

CREATE TABLE TASK_TABLE
(
    ID   INT PRIMARY KEY,
    NAME VARCHAR(255)
);

INSERT INTO TASK_TABLE (ID, NAME) VALUES (1, 'Start the application');
INSERT INTO TASK_TABLE (ID, NAME) VALUES (2, 'Check if data table is filled');

The script creates a table and inserts two records into it. Next, let’s see how to instruct the H2 database to execute this script automatically in a Spring Boot application.

Let’s create a simple Spring Boot YAML configuration:

spring:
  datasource:
    driverClassName: org.h2.Driver
    url: jdbc:h2:mem:demodb;INIT=RUNSCRIPT FROM 'classpath:/sql/init_my_db.sql'
    username: sa
    password:

In this example, we defined a datasource that connects to an in-memory H2 database. Further, we added an INIT clause in the JDBC URL:

INIT=RUNSCRIPT FROM 'classpath:/sql/init_my_db.sql'

RUNSCRIPT FROM <script_path> is an H2 database command to run a given script. Therefore, the line above tells H2 to run the resource/sql/init_my_db.sql script as soon as the in-memory database starts. It’s a great way to bootstrap schema definitions or seed test data.

Next, let’s create a test to verify if the table and expected data exist after the application starts:

List<String> expectedTaskNames = List.of("Start the application", "Check if data table is filled");
List<String> taskNames = entityManager.createNativeQuery("SELECT NAME FROM TASK_TABLE ORDER BY ID")
  .getResultStream()
  .map(Object::toString)
  .toList();
assertEquals(expectedTaskNames, taskNames);

The test passes if we run this test. That is to say, the script has been executed by H2 during the initialization.

It’s worth noting that the RUNSCRIPT command understands Java’s classpath. Therefore, we used “classpath:/sql/…” in this example. If we want to provide H2 the script through an absolute path, we can use the “file:” prefix, something like “RUNSCRIPT FROM ‘file:/path/to/my/script.sql“.

3. Spring Boot’s Built-in Script Detection: schema.sql and data.sql

We’ve learned that H2 will automatically execute scripts if we add the INIT=RUNSCRIPT FROM … clause to H2’s JDBC URL.

Additionally, when we rely on Spring Data JPA conventions, Spring Boot automatically detects and runs two special files from the classpath:

  • schema.sql – For defining the database schema, such as creating schemas, tables, or views
  • data.sql – For populating initial data

That is to say, if our application is based on Spring Data JPA, we can put the desired SQL statements into the corresponding files. Spring automatically executes them on the application startup after the datasource is created. In this way, we don’t need to modify the H2 database’s JDBC URL.

Next, let’s understand how it works through an example.

First, let’s create a resources/schema.sql file:

CREATE TABLE CITY
(
    ID   INT PRIMARY KEY ,
    NAME VARCHAR(255)
);

Here, we create a CITY table. Then, we’d like to insert some initial data into the CITY tableSo, let’s put some INSERT SQL statements in the resources/data.sql file:

INSERT INTO CITY (ID, NAME) VALUES (1, 'New York');
INSERT INTO CITY (ID, NAME) VALUES (2, 'Hamburg');
INSERT INTO CITY (ID, NAME) VALUES (3, 'Shanghai');

It’s essential to note that Spring Boot executes schema.sql first, followed by data.sql.

Now, let’s write a test to verify that the table is created and the expected data is inserted automatically by Spring Boot:

List<String> expectedCityNames = List.of("New York", "Hamburg", "Shanghai");
List<String> cityNames = entityManager.createNativeQuery("SELECT NAME FROM CITY ORDER BY ID")
  .getResultStream()
  .map(Object::toString)
  .toList();
assertEquals(expectedCityNames, cityNames);

If we run this test, it passes. Therefore, Spring Boot executed the two script files as we expected.

Sometimes, we may want to place schema.sql and data.sql in a different directory, rather than at the root of our classpath. Then, we can set the following properties to achieve it:

spring:
  sql:
    init:
      schema-locations: classpath:/the/path/to/schema.sql
      data-locations: classpath:/the/path/to/data.sql

The auto-detection of schema.sql and data.sql is enabled by default. However, if it’s required, we can turn off this default behavior entirely:

spring:
  sql:
    init:
      mode: never

This can be useful to prevent unwanted SQL from being loaded during application startup.

4. Executing SQL Scripts Dynamically via EntityManager

Sometimes, we want to execute existing SQL scripts on an H2 database from our Spring Boot application programmatically, perhaps to simulate specific data scenarios or reset the database state. Then, we can execute H2’s RUNSCRIPT command via a native query.

As usual, let’s see how it works through an example.

For simplicity, we’ll reuse the CITY table. Let’s create the resources/sql/add_cities.sql file to insert three new city records into the CITY table:

INSERT INTO CITY (ID, NAME) VALUES (4, 'Paris');
INSERT INTO CITY (ID, NAME) VALUES (5, 'Berlin');
INSERT INTO CITY (ID, NAME) VALUES (6, 'Tokyo');

Now, let’s execute this script using RUNSCRIPT in a native query:

entityManager.createNativeQuery("RUNSCRIPT FROM 'classpath:/sql/add_cities.sql'")
  .executeUpdate();
List<String> expectedCityNames = List.of("New York", "Hamburg", "Shanghai", "Paris", "Berlin", "Tokyo");
List<String> cityNames = entityManager.createNativeQuery("SELECT NAME FROM CITY ORDER BY ID")
  .getResultStream()
  .map(Object::toString)
  .toList();
assertEquals(expectedCityNames, cityNames);

The test passes if we give it a run.

The RUNSCRIPT command is native to H2 and supports reading SQL files from the classpath or the file system. We can use this inside test methods or setup blocks to execute scripts as needed.

It’s worth noting that when we created a native query with the RUNSCRIPT command, we should call the executeUpdate() method to execute the script. Calling getResultList() or a similar method raises an exception, even if the SQL script file includes SELECT statements.

5. Conclusion

In this article, we’ve learned several ways to execute scripts in an H2 database. Whether we initialize the database using the INIT clause in the JDBC URL, execute scripts dynamically via EntityManager, or rely on Spring Boot’s built-in support for schema.sql and data.sql, each approach serves a specific need in the testing lifecycle.

Embracing these strategies empowers us to write cleaner, more maintainable integration tests and, ultimately, more robust applications.

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?

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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)