eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

eBook – Mockito – NPI EA (tag = Mockito)
announcement - icon

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:

Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

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 – Reactive – NPI EA (cat=Reactive)
announcement - icon

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:

>> Join Pro and 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 – Jackson – NPI EA (cat=Jackson)
announcement - icon

Do JSON right with Jackson

Download the E-book

eBook – HTTP Client – NPI EA (cat=Http Client-Side)
announcement - icon

Get the most out of the Apache HTTP Client

Download the E-book

eBook – Maven – NPI EA (cat = Maven)
announcement - icon

Get Started with Apache Maven:

Download the E-book

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

eBook – RwS – NPI EA (cat=Spring MVC)
announcement - icon

Building a REST API with Spring?

Download the E-book

Course – LS – NPI EA (cat=Jackson)
announcement - icon

Get started with Spring and Spring Boot, through the Learn Spring course:

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
announcement - icon

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)
announcement - icon

Code your way through and build up a solid, practical foundation of Java:

>> Learn Java Basics

Partner – LambdaTest – NPI EA (cat= Testing)
announcement - icon

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

Partner – Diagrid – NPI (cat= Testing)
announcement - icon

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

When writing integration tests, maintaining a clean database state between tests is crucial for ensuring reproducible results and avoiding unintended side effects. HSQLDB (HyperSQL Database) is a lightweight, in-memory database that is often used for testing purposes due to its speed and simplicity.

In this article, we’ll explore various methods to tear down or empty a HSQLDB database in Spring Boot after tests have run. While our focus is on HSQLDB, the concepts broadly apply to other database types, too.

For test isolation, we’ve used the @DirtiesContext annotation because we’re simulating different approaches, and we want to ensure that each approach is tested in isolation to avoid any side effects between them.

2. Methods

We’ll explore five approaches we can use to tear down a HSQLDB database, namely:

  • Transaction management with Spring’s @Transactional annotation
  • Application properties configuration
  • Executing queries using JdbcTemplate
  • Using JdbcTestUtils for cleanup
  • Custom SQL scripts

2.1. Transaction Management With the @Transactional Annotation

When tests are annotated with @Transactional, Spring’s transaction management is activated. This means each test method runs within its own transaction and automatically rolls back any changes made during the test:

@SpringBootTest
@ActiveProfiles("hsql")
@Transactional
@DirtiesContext
public class TransactionalIntegrationTest {

    @Autowired
    private CustomerRepository customerRepository;

    @Autowired
    private JdbcTemplate jdbcTemplate;

    @BeforeEach
    void setUp() {
        String insertSql = "INSERT INTO customers (name, email) VALUES (?, ?)";
        Customer customer = new Customer("John", "[email protected]");
        jdbcTemplate.update(insertSql, customer.getName(), customer.getEmail());
    }

    @Test
    void givenCustomer_whenSaved_thenReturnSameCustomer() throws Exception {
        Customer customer = new Customer("Doe", "[email protected]");
        Customer savedCustomer = customerRepository.save(customer);
        Assertions.assertEquals(customer, savedCustomer);
    }
   // ... integration tests
}

This method is fast and efficient because it doesn’t require manual cleanup.

2.2. Application Properties Configuration

In this method, we have a simple setup where we assign a preferred option to the property spring.jpa.hibernate.ddl-auto. There are different values available, but create and create-drop are often the most useful for cleanup.

The create option drops and recreates the schema at the start of the session, while create-drop creates the schema at the start and drops it at the end.

In our code example, we added the @DirtiesContext annotation to each test method to ensure that the schema creation and dropping process is triggered for every test. However, with great power comes great responsibility; we must use these options wisely, or we might accidentally clear our production database:

@SpringBootTest
@ActiveProfiles("hsql")
@TestPropertySource(properties = { "spring.jpa.hibernate.ddl-auto=create-drop" })
public class PropertiesIntegrationTest {

    @Autowired
    private CustomerRepository customerRepository;

    @Autowired
    private JdbcTemplate jdbcTemplate;

    @BeforeEach
    void setUp() {
        String insertSql = "INSERT INTO customers (name, email) VALUES (?, ?)";
        Customer customer = new Customer("John", "[email protected]");
        jdbcTemplate.update(insertSql, customer.getName(), customer.getEmail());
    }

    @Test
    @DirtiesContext
    void givenCustomer_whenSaved_thenReturnSameCustomer() throws Exception {
        Customer customer = new Customer("Doe", "[email protected]");
        Customer savedCustomer = customerRepository.save(customer);
        Assertions.assertEquals(customer, savedCustomer);
    }

    // ... integration tests
}

This method has the advantage of being simple to configure with no need for custom code in test classes, and it’s especially useful for tests that require persistent data. However, it offers less fine-grained control compared to other methods involving custom code.

We can set this property either in the test class or assign it to the entire profile, but we must be cautious, as it will affect all tests within the same profile, which might not always be desirable.

2.3. Executing Queries Using JdbcTemplate

In this method, we use the JdbcTemplate API, which allows us to execute various queries. Specifically, we can use it to truncate tables after each test or after all tests at once. This method is simple and straightforward, as we only need to write the query, and it preserves the table structure:

@SpringBootTest
@ActiveProfiles("hsql")
@DirtiesContext
class JdbcTemplateIntegrationTest {

    @Autowired
    private CustomerRepository customerRepository;

    @Autowired
    private JdbcTemplate jdbcTemplate;

    @AfterEach
    void tearDown() {
        this.jdbcTemplate.execute("TRUNCATE TABLE customers");
    }
    
    @Test
    void givenCustomer_whenSaved_thenReturnSameCustomer() throws Exception {
        Customer customer = new Customer("Doe", "[email protected]");
        Customer savedCustomer = customerRepository.save(customer);
        Assertions.assertEquals(customer, savedCustomer);
    }
    // ... integration tests
}

However, this method requires manually listing or writing queries for all tables, and it may be slower when dealing with a large number of tables.

2.4. Using JdbcTestUtils for Cleanup

In this method, the JdbcTestUtils class from the Spring Boot framework provides more control over the database cleanup process. It allows us to execute arbitrary SQL statements to delete data from specific tables.

While it’s similar to JdbcTemplate, there are key differences, particularly in terms of syntax simplicity, as one line of code can handle multiple tables. It’s also flexible, but limited to deleting all rows from tables:

@SpringBootTest
@ActiveProfiles("hsql")
@DirtiesContext
public class JdbcTestUtilsIntegrationTest {

    @Autowired
    private CustomerRepository customerRepository;

    @Autowired
    private JdbcTemplate jdbcTemplate;

    @AfterEach
    void tearDown() {
        JdbcTestUtils.deleteFromTables(jdbcTemplate, "customers");
    }
    
    @Test
    void givenCustomer_whenSaved_thenReturnSameCustomer() throws Exception {
        Customer customer = new Customer("Doe", "[email protected]");
        Customer savedCustomer = customerRepository.save(customer);
        Assertions.assertEquals(customer, savedCustomer);
    }

    // ... integration tests
}

However, this method has its drawbacks. The delete operation is slower for large databases compared to truncate, and it doesn’t handle referential integrity constraints, which could lead to issues in databases with foreign key relationships.

2.5. Custom SQL Scripts

This method uses SQL scripts to clean up the database, which can be especially useful for more complex setups. It’s both flexible and customizable, as it can handle intricate cleanup scenarios while keeping database logic separate from test code.

In Spring Boot 3, the SQL script can be placed at the class level to execute after each method or after all test methods. For example, let’s look at one way to configure it:

@SpringBootTest
@ActiveProfiles("hsql")
@DirtiesContext
@Sql(scripts = "/cleanup.sql", executionPhase = Sql.ExecutionPhase.AFTER_TEST_METHOD)
public class SqlScriptIntegrationTest {

    @Autowired
    private CustomerRepository customerRepository;

    @Autowired
    private JdbcTemplate jdbcTemplate;

    @BeforeEach
    void setUp() {
        String insertSql = "INSERT INTO customers (name, email) VALUES (?, ?)";
        Customer customer = new Customer("John", "[email protected]");
        jdbcTemplate.update(insertSql, customer.getName(), customer.getEmail());
    }

    @Test
    void givenCustomer_whenSaved_thenReturnSameCustomer() throws Exception {
        Customer customer = new Customer("Doe", "[email protected]");
        Customer savedCustomer = customerRepository.save(customer);
        Assertions.assertEquals(customer, savedCustomer);
    }

It can also be applied to individual test methods, as shown in the example below, where we place it on the last method to clean up after all tests:

@Test
@Sql(scripts = "/cleanup.sql", executionPhase = Sql.ExecutionPhase.AFTER_TEST_METHOD)
void givenExistingCustomer_whenFoundByName_thenReturnCustomer() throws Exception {
    // ... integration test
}

However, this method does require maintaining separate SQL files, which may be overkill for simpler use cases.

3. Conclusion

Tearing down the database after each test is a fundamental concept in software testing. By following the methods outlined in this article, we can ensure that our tests remain isolated and produce reliable results each time they are run.

While each method we discussed here has its own advantages and drawbacks, it’s important to choose the approach that best fits our project’s specific requirements.

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

announcement - icon

Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
announcement - icon

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)