Advanced testing — Testcontainers, contract testing, mutation testing, property-based testing
Advanced testing techniques for comprehensive test coverage.
This skill covers advanced testing patterns including Testcontainers for integration testing, contract testing with Pact, mutation testing with PIT, and property-based testing.
Use when you need to:
@Testcontainers
@SpringBootTest
class OrderRepositoryIT {
@Container
static PostgreSQLContainer<?> postgres =
new PostgreSQLContainer<>("postgres:15")
.withDatabaseName("test")
.withUsername("test")
.withPassword("test");
@Container
static KafkaContainer kafka =
new KafkaContainer(DockerImageName.parse("confluentinc/cp-kafka:7.4.0"));
@DynamicPropertySource
static void configure(DynamicPropertyRegistry registry) {
registry.add("spring.datasource.url", postgres::getJdbcUrl);
registry.add("spring.kafka.bootstrap-servers", kafka::getBootstrapServers);
}
@Test
void shouldPersistOrder() {
Order saved = repository.save(new Order("item", 100.0));
assertThat(saved.getId()).isNotNull();
}
}
@ExtendWith(PactConsumerTestExt.class)
class UserServiceContractTest {
@Pact(consumer = "order-service", provider = "user-service")
public RequestResponsePact createPact(PactDslWithProvider builder) {
return builder
.given("user exists")
.uponReceiving("get user request")
.path("/users/1")
.method("GET")
.willRespondWith()
.status(200)
.body(new PactDslJsonBody()
.integerType("id", 1)
.stringType("name", "John"))
.toPact();
}
@Test
@PactTestFor(pactMethod = "createPact")
void testGetUser(MockServer mockServer) {
User user = client.getUser(mockServer.getUrl(), 1L);
assertThat(user.getName()).isEqualTo("John");
}
}
<plugin>
<groupId>org.pitest</groupId>
<artifactId>pitest-maven</artifactId>
<version>1.15.0</version>
<configuration>
<targetClasses>
<param>com.example.service.*</param>
</targetClasses>
<mutationThreshold>80</mutationThreshold>
</configuration>
</plugin>
@Property
void shouldReverseListTwiceReturnsOriginal(@ForAll List<Integer> list) {
Collections.reverse(list);
Collections.reverse(list);
// Original order restored
}
/\ E2E Tests (few)
/ \ Contract Tests
/----\ Integration Tests
/------\ Unit Tests (many)
| Problem | Solution | |---------|----------| | Container slow | Reuse containers | | Port conflicts | Random ports | | Flaky tests | Wait strategies |
Skill("java-testing-advanced")
npx skills add pluginagentmarketplace/java-测试-高级下载完整 Skill 目录,包含 SKILL.md 及所有相关文件
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer