chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary…
Provides comprehensive testing patterns for Spring Boot applications covering unit, integration, slice, and container-based testing with JUnit 5, Mockito, Testcontainers, and performance optimization. Use when writing tests, @Test methods, @MockBean mocks, or implementing test
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Provides comprehensive testing patterns for Spring Boot applications covering unit, integration, slice, and container-based testing with JUnit 5, Mockito, Testcontainers, and performance optimization. Use when writing tests, @Test methods, @MockBean mocks, or implementing test
name: spring-boot-test-patterns description: Provides comprehensive testing patterns for Spring Boot applications covering unit, integration, slice, and container-based testing with JUnit 5, Mockito, Testcontainers, and performance optimization. Use when writing tests, @Test methods, @MockBean mocks, or implementing test suites for Spring Boot applications. allowed-tools: Read, Write, Edit, Bash, Glob, Grep
Comprehensive guidance for writing robust test suites for Spring Boot applications using JUnit 5, Mockito, Testcontainers, and performance-optimized slice testing patterns.
| Test Type | Annotation | Target Time | Use Case | |-----------|------------|-------------|----------| | **Unit Tests** | `@ExtendWith(MockitoExtension.class)` | < 50ms | Business logic without Spring context | | **Repository Tests** | `@DataJpaTest` | < 100ms | Database operations with minimal context | | **Controller Tests** | `@WebMvcTest` / `@WebFluxTest` | < 100ms | REST API layer testing | | **Integration Tests** | `@SpringBootTest` | < 500ms | Full application context with containers | | **Testcontainers** | `@ServiceConnection` / `@Testcontainers` | Varies | Real database/message broker containers |
1. **Unit Tests** — Fast, isolated tests without Spring context (< 50ms) 2. **Slice Tests** — Minimal Spring context for specific layers (< 100ms) 3. **Integration Tests** — Full Spring context with real dependencies (< 500ms)
**Spring Boot Test:**
**Testcontainers:**
Test business logic with mocked dependencies:
@ExtendWith(MockitoExtension.class)
class UserServiceTest {
@Mock
private UserRepository userRepository;
@InjectMocks
private UserService userService;
@Test
void shouldFindUserByIdWhenExists() {
when(userRepository.findById(1L)).thenReturn(Optional.of(user));
Optional<User> result = userService.findById(1L);
assertThat(result).isPresent();
verify(userRepository).findById(1L);
}
}See [unit-testing.md](references/unit-testing.md) for advanced patterns.
Use focused test slices for specific layers:
@DataJpaTest
@AutoConfigureTestDatabase(replace = AutoConfigureTestDatabase.Replace.NONE)
@TestContainerConfig
class UserRepositoryIntegrationTest {
@Autowired
private UserRepository userRepository;
@Test
void shouldSaveAndRetrieveUser() {
User saved = userRepository.save(user);
assertThat(userRepository.findByEmail("test@example.com")).isPresent();
}
}See [slice-testing.md](references/slice-testing.md) for all slice patterns.
Test controllers with MockMvc:
@WebMvcTest(UserController.class)
class UserControllerTest {
@Autowired
private MockMvc mockMvc;
@MockBean
private UserService userService;
@Test
void shouldGetUserById() throws Exception {
mockMvc.perform(get("/api/users/1"))
.andExpect(status().isOk())
.andExpect(jsonPath("$.email").value("test@example.com"));
}
}Configure containers with Spring Boot 3.5+:
@TestConfiguration
public class TestContainerConfig {
@Bean
@ServiceConnection
public PostgreSQLContainer<?> postgresContainer() {
return new PostgreSQLContainer<>("postgres:16-alpine");
}
}Apply with `@Import(TestContainerConfig.class)` on test classes. See [testcontainers-setup.md](references/testcontainers-setup.md) for detailed configuration.
Include required testing dependencies:
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.testcontainers</groupId>
<artifactId>junit-jupiter</artifactId>
<version>1.19.0</version>
<scope>test</scope>
</dependency>See [test-dependencies.md](references/test-dependencies.md) for complete dependency list.
Set up GitHub Actions for automated testing:
name: Tests
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
services:
docker:
image: docker:20-dind
steps:
- uses: actions/checkout@v4
- name: Set up JDK 17
uses: actions/setup-java@v4
with:
distribution: 'temurin'
- name: Run tests
run: ./mvnw testSee [ci-cd-configuration.md](references/ci-cd-configuration.md) for full CI/CD patterns.
After implementing tests, verify:
@SpringBootTest
@Import(TestContainerConfig.class)
class OrderServiceIntegrationTest {
@Autowired
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Repo: giuseppe-trisciuoglio/developer-kit
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