testing-patterns（测试模式）

Testing Patterns & Strategies

Comprehensive guide to testing JavaScript/TypeScript applications. Complements the tdd skill (which focuses on workflow) by providing concrete patterns, strategies, and anti-patterns.

When to Use This Skill

Activate when the user:

• Wants to write tests for existing or new code
• Needs to establish a testing strategy for a project
• Wants to improve test coverage or reliability
• Has flaky or brittle tests
• Asks about mocking, stubbing, or test doubles
• Needs guidance on unit vs integration vs E2E tests

Testing Pyramid

        /  E2E  \          Few, slow, high confidence
       /----------\
      / Integration \      Moderate count, medium speed
     /----------------\
    /      Unit        \   Many, fast, focused
   /____________________\

Rule of thumb: ~70% unit, ~20% integration, ~10% E2E. Adjust per project — legacy codebases often benefit from more integration tests initially.

1. Unit Testing Patterns

Test Structure: AAA (Arrange, Act, Assert)

describe('calculateDiscount', () => {
  it('should apply 10% discount for orders above 100€', () => {
    // Arrange
    const order = { total: 150, items: ['item1', 'item2'] }

    // Act
    const result = calculateDiscount(order)

    // Assert
    expect(result).toBe(135)
  })
})

Naming Convention

Use descriptive names that read as specifications:

// GOOD — describes behavior
it('should return 401 when token is expired')
it('should retry 3 times before failing')
it('should trim whitespace from patient name')

// BAD — describes implementation
it('should call validateToken')
it('should set retryCount to 3')
it('should use .trim()')

Parameterized Tests (Table-Driven)

describe('parseHL7Date', () => {
  it.each([
    ['20260315', new Date(2026, 2, 15)],
    ['20260315120000', new Date(2026, 2, 15, 12, 0, 0)],
    ['', null],
    ['invalid', null],
  ])('should parse "%s" to %s', (input, expected) => {
    expect(parseHL7Date(input)).toEqual(expected)
  })
})

Testing Error Cases

Always test the unhappy path:

describe('PatientService.findById', () => {
  it('should throw NotFoundError for unknown patient ID', async () => {
    await expect(service.findById('UNKNOWN'))
      .rejects.toThrow(NotFoundError)
  })

  it('should throw ValidationError for empty ID', async () => {
    await expect(service.findById(''))
      .rejects.toThrow(ValidationError)
  })
})

Testing Async Code

// Promises
it('should resolve with patient data', async () => {
  const patient = await fetchPatient('PAT123')
  expect(patient.name).toBe('DUPONT')
})

// Event emitters
it('should emit "transfer" event on unit change', (done) => {
  emitter.on('transfer', (data) => {
    expect(data.unit).toBe('CARDIO')
    done()
  })
  service.transferPatient('PAT123', 'CARDIO')
})

2. Integration Testing Patterns

Integration tests verify that components work together correctly.

Database Integration Tests

describe('PatientRepository', () => {
  let db: TestDatabase

  beforeAll(async () => {
    db = await TestDatabase.create()  // Real DB, not mock
    await db.migrate()
  })

  afterEach(async () => {
    await db.truncate()  // Clean between tests
  })

  afterAll(async () => {
    await db.destroy()
  })

  it('should persist and retrieve a patient', async () => {
    const repo = new PatientRepository(db.connection)

    await repo.create({
      id: 'PAT123',
      name: 'DUPONT',
      birthDate: '1975-03-15',
    })

    const found = await repo.findById('PAT123')
    expect(found).toMatchObject({
      id: 'PAT123',
      name: 'DUPONT',
    })
  })
})

API Integration Tests

describe('POST /api/patients', () => {
  it('should create a patient and return 201', async () => {
    const response = await request(app)
      .post('/api/patients')
      .send({ name: 'DUPONT', birthDate: '1975-03-15' })
      .set('Authorization', `Bearer ${validToken}`)

    expect(response.status).toBe(201)
    expect(response.body.data.id).toBeDefined()
  })

  it('should return 400 for missing required fields', async () => {
    const response = await request(app)
      .post('/api/patients')
      .send({})  // Missing name
      .set('Authorization', `Bearer ${validToken}`)

    expect(response.status).toBe(400)
    expect(response.body.errors).toContainEqual(
      expect.objectContaining({ field: 'name' })
    )
  })

  it('should return 401 without authentication', async () => {
    const response = await request(app)
      .post('/api/patients')
      .send({ name: 'DUPONT' })

    expect(response.status).toBe(401)
  })
})

Message Processing Integration Tests

Particularly relevant for healthcare message processing (HPK, HL7):

describe('HPK Message Pipeline', () => {
  it('should parse, validate, and transform an ID|M1 message', async () => {
    const rawMessage = 'ID|M1|C|HEXAGONE|20260122120000|USER001|PAT123|DUPONT|JEAN|19750315|M'

    const result = await pipeline.process(rawMessage)

    expect(result.type).toBe('ID')
    expect(result.code).toBe('M1')
    expect(result.patient.name).toBe('DUPONT')
    expect(result.valid).toBe(true)
  })
})

3. E2E Testing Patterns

E2E tests validate complete user workflows through the real application.

Page Object Pattern

class PatientListPage {
  constructor(private page: Page) {}

  async goto() {
    await this.page.goto('/patients')
  }

  async search(query: string) {
    await this.page.fill('[data-testid="search-input"]', query)
    await this.page.click('[data-testid="search-button"]')
  }

  async getResults() {
    return this.page.locator('[data-testid="patient-row"]').allTextContents()
  }

  async clickPatient(name: string) {
    await this.page.click(`text=${name}`)
  }
}

// Usage in test
test('should find patient by name', async ({ page }) => {
  const patientList = new PatientListPage(page)
  await patientList.goto()
  await patientList.search('DUPONT')

  const results = await patientList.getResults()
  expect(results).toContain('DUPONT JEAN')
})

Data-testid Convention

Use data-testid attributes for test selectors, never CSS classes or element structure:

// GOOD — stable selector
await page.click('[data-testid="submit-admission"]')

// BAD — brittle, breaks on style/structure changes
await page.click('.btn.btn-primary.submit')
await page.click('form > div:nth-child(3) > button')

Visual Regression Testing

test('patient dashboard matches snapshot', async ({ page }) => {
  await page.goto('/dashboard')
  await page.waitForLoadState('networkidle')
  await expect(page).toHaveScreenshot('dashboard.png', {
    maxDiffPixelRatio: 0.01,
  })
})

4. Mocking Strategies

When to Mock

Mock vs Stub vs Spy

// STUB — returns a fixed value
const getPatient = vi.fn().mockResolvedValue({ id: 'PAT123', name: 'DUPONT' })

// SPY — observes calls without changing behavior
const logSpy = vi.spyOn(logger, 'info')
await service.admitPatient(data)
expect(logSpy).toHaveBeenCalledWith('Patient admitted', { id: 'PAT123' })

// MOCK — replaces the entire module
vi.mock('./emailService', () => ({
  sendAdmissionNotification: vi.fn().mockResolvedValue(true),
}))

MSW for HTTP Mocking

Prefer MSW (Mock Service Worker) over manual fetch mocking:

import { http, HttpResponse } from 'msw'
import { setupServer } from 'msw/node'

const server = setupServer(
  http.get('/api/patients/:id', ({ params }) => {
    return HttpResponse.json({
      id: params.id,
      name: 'DUPONT',
      birthDate: '1975-03-15',
    })
  })
)

beforeAll(() => server.listen())
afterEach(() => server.resetHandlers())
afterAll(() => server.close())

Time Mocking

describe('token expiration', () => {
  beforeEach(() => {
    vi.useFakeTimers()
  })

  afterEach(() => {
    vi.useRealTimers()
  })

  it('should reject expired tokens', () => {
    const token = createToken({ expiresIn: '1h' })

    vi.advanceTimersByTime(2 * 60 * 60 * 1000)  // 2 hours later

    expect(() => validateToken(token)).toThrow('Token expired')
  })
})

5. Test Organization

File Structure — Colocation

src/
├── patients/
│   ├── PatientService.ts
│   ├── PatientService.test.ts      # Unit tests next to source
│   ├── PatientRepository.ts
│   └── PatientRepository.test.ts
├── __tests__/
│   └── integration/
│       ├── patient-admission.test.ts    # Integration tests
│       └── hl7-message-flow.test.ts
└── e2e/
    ├── patient-workflow.spec.ts    # E2E tests
    └── pages/
        └── PatientListPage.ts     # Page objects

Test Utilities — Factories

Avoid copy-pasting test data. Use factories:

// test/factories/patient.ts
export function buildPatient(overrides: Partial<Patient> = {}): Patient {
  return {
    id: `PAT${Math.random().toString(36).slice(2, 8)}`,
    name: 'DUPONT',
    firstName: 'JEAN',
    birthDate: '1975-03-15',
    sex: 'M',
    ...overrides,
  }
}

// Usage
it('should flag underage patients', () => {
  const minor = buildPatient({ birthDate: '2015-06-01' })
  expect(isMinor(minor)).toBe(true)
})

6. Common Anti-Patterns

Testing Implementation Details

// BAD — tests internal state
it('should set isLoading to true', () => {
  component.fetchData()
  expect(component.state.isLoading).toBe(true)
})

// GOOD — tests observable behavior
it('should show loading spinner while fetching', async () => {
  render(<PatientList />)
  expect(screen.getByTestId('spinner')).toBeVisible()
  await waitForElementToBeRemoved(screen.queryByTestId('spinner'))
})

Excessive Mocking

// BAD — mocking everything, testing nothing real
it('should create patient', async () => {
  vi.mock('./db')
  vi.mock('./validator')
  vi.mock('./logger')
  // ... what are you even testing?
})

// GOOD — use real implementations, mock only boundaries
it('should create patient in database', async () => {
  const repo = new PatientRepository(testDb)
  const service = new PatientService(repo)  // Real repo, real DB

  const patient = await service.create({ name: 'DUPONT' })
  expect(patient.id).toBeDefined()
})

Flaky Test Patterns

Common causes and fixes:

Snapshot Overuse

// BAD — meaningless snapshot of entire component
it('should render', () => {
  const { container } = render(<PatientCard patient={patient} />)
  expect(container).toMatchSnapshot()  // 200 lines of HTML nobody reads
})

// GOOD — targeted assertions
it('should display patient name and birthdate', () => {
  render(<PatientCard patient={patient} />)
  expect(screen.getByText('DUPONT JEAN')).toBeVisible()
  expect(screen.getByText('15/03/1975')).toBeVisible()
})

7. Testing Checklist

Before submitting a PR, verify:

[ ] New feature has tests covering happy path and error cases
[ ] Tests are independent — can run in any order
[ ] No flaky tests introduced (run suite 3x to verify)
[ ] Test names describe behavior, not implementation
[ ] Mocks are limited to external boundaries
[ ] No hardcoded test data — using factories
[ ] Test utilities are shared, not duplicated
[ ] Integration tests clean up after themselves
[ ] E2E tests use data-testid selectors
[ ] Coverage hasn't decreased

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