# Test Integration Patterns > Write integration tests that exercise real dependencies using test databases and containers ## When to Use - Testing service layers with real database connections - Verifying API endpoint behavior with actual HTTP requests - Testing multi-component workflows end-to-end within the backend - Validating that modules work correctly when integrated together ## Instructions 1. **Use a test database** — run a real database for integration tests: ```typescript // test/setup.ts import { PrismaClient } from '@prisma/client'; const prisma = new PrismaClient({ datasources: { db: { url: process.env.TEST_DATABASE_URL } }, }); beforeEach(async () => { // Clean tables in dependency order await prisma.post.deleteMany(); await prisma.user.deleteMany(); }); afterAll(async () => { await prisma.$disconnect(); }); export { prisma }; ``` 2. **Test containers** for disposable databases: ```typescript import { PostgreSqlContainer, StartedPostgreSqlContainer } from '@testcontainers/postgresql'; let container: StartedPostgreSqlContainer; beforeAll(async () => { container = await new PostgreSqlContainer().start(); process.env.DATABASE_URL = container.getConnectionUri(); // Run migrations await execSync('npx prisma migrate deploy'); }, 60_000); // Container startup timeout afterAll(async () => { await container.stop(); }); ``` 3. **Test API endpoints** with supertest or the framework's test client: ```typescript import request from 'supertest'; import { app } from '../app'; describe('POST /api/users', () => { it('creates a user and returns 201', async () => { const response = await request(app) .post('/api/users') .send({ name: 'Alice', email: 'alice@test.com' }) .expect(201); expect(response.body).toMatchObject({ name: 'Alice', email: 'alice@test.com', }); expect(response.body.id).toBeDefined(); }); it('returns 400 for invalid email', async () => { await request(app).post('/api/users').send({ name: 'Alice', email: 'invalid' }).expect(400); }); }); ``` 4. **Transaction-based isolation** — wrap each test in a transaction that rolls back: ```typescript import { prisma } from './setup'; let tx: PrismaClient; beforeEach(async () => { // Start a transaction for test isolation // Each test sees a clean state without deleting data await prisma.$executeRaw`BEGIN`; }); afterEach(async () => { await prisma.$executeRaw`ROLLBACK`; }); ``` 5. **Test service layer with real dependencies:** ```typescript describe('OrderService', () => { it('creates order and deducts inventory', async () => { // Arrange — seed test data const product = await prisma.product.create({ data: { name: 'Widget', stock: 10, price: 9.99 }, }); const service = new OrderService(prisma); // Act const order = await service.createOrder({ items: [{ productId: product.id, quantity: 3 }], userId: testUser.id, }); // Assert — verify both order creation AND inventory deduction expect(order.total).toBe(29.97); const updatedProduct = await prisma.product.findUnique({ where: { id: product.id }, }); expect(updatedProduct!.stock).toBe(7); }); }); ``` 6. **Use factory helpers** for test data: ```typescript async function createTestUser(overrides?: Partial) { return prisma.user.create({ data: { email: `test-${crypto.randomUUID()}@test.com`, name: 'Test User', ...overrides, }, }); } ``` 7. **Separate test configuration:** ```typescript // vitest.config.integration.ts export default defineConfig({ test: { include: ['**/*.integration.test.ts'], setupFiles: ['./test/integration-setup.ts'], testTimeout: 30_000, hookTimeout: 60_000, }, }); ``` Run with: `vitest --config vitest.config.integration.ts` ## Details Integration tests verify that multiple components work together correctly. They catch issues that unit tests miss — serialization bugs, query errors, constraint violations, and middleware ordering problems. **Test database strategies:** - **Shared test database** — fast setup, requires cleanup between tests. Best for local development - **Test containers** — disposable per-suite database. Slower startup but perfect isolation. Best for CI - **SQLite in-memory** — fastest but behavior may differ from production database (PostgreSQL, MySQL) **Data isolation approaches:** - **Delete-and-reseed** — simple but slow for large datasets. Use `deleteMany` in reverse dependency order - **Transaction rollback** — fast, no data ever written. But cannot test transaction behavior itself - **Separate schemas/databases** — full isolation per test suite. Slowest setup but safest **Integration vs E2E:** Integration tests exercise the backend (service + database) without a browser. E2E tests include the full stack (browser + backend + database). Integration tests are faster and more focused. **Trade-offs:** - Real databases catch real bugs (constraint violations, query errors) — but are slower than mocked tests - Test containers provide perfect isolation — but add 5-15 seconds of startup time per suite - Transaction rollback is fast — but prevents testing transaction behavior and concurrent access - Integration tests catch more bugs per test — but are harder to maintain and debug when they fail ## Source https://vitest.dev/guide/ ## Process 1. Read the instructions and examples in this document. 2. Apply the patterns to your implementation, adapting to your specific context. 3. Verify your implementation against the details and edge cases listed above. ## Harness Integration - **Type:** knowledge — this skill is a reference document, not a procedural workflow. - **No tools or state** — consumed as context by other skills and agents. ## Success Criteria - The patterns described in this document are applied correctly in the implementation. - Edge cases and anti-patterns listed in this document are avoided.