Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.
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Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.
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安装前可以查看交给 AI 代理的指令内容。
Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.
What to Test with E2E:
What NOT to Test with E2E:
The Testing Pyramid:
/\
/E2E\ ← Few, focused on critical paths
/─────\
/Integr\ ← More, test component interactions
/────────\
/Unit Tests\ ← Many, fast, isolated
/────────────\
Best Practices:
// playwright.config.ts
import { defineConfig, devices } from '@playwright/test';
export default defineConfig({
testDir: './e2e',
timeout: 30000,
expect: {
timeout: 5000,
},
fullyParallel: true,
forbidOnly: !!process.env.CI,
retries: process.env.CI ? 2 : 0,
workers: process.env.CI ? 1 : undefined,
reporter: [
['html'],
['junit', { outputFile: 'results.xml' }],
],
use: {
baseURL: 'http://localhost:3000',
trace: 'on-first-retry',
screenshot: 'only-on-failure',
video: 'retain-on-failure',
},
projects: [
{ name: 'chromium', use: { ...devices['Desktop Chrome'] } },
{ name: 'firefox', use: { ...devices['Desktop Firefox'] } },
{ name: 'webkit', use: { ...devices['Desktop Safari'] } },
{ name: 'mobile', use: { ...devices['iPhone 13'] } },
],
});
// pages/LoginPage.ts
import { Page, Locator } from '@playwright/test';
export class LoginPage {
readonly page: Page;
readonly emailInput: Locator;
readonly passwordInput: Locator;
readonly loginButton: Locator;
readonly errorMessage: Locator;
constructor(page: Page) {
this.page = page;
this.emailInput = page.getByLabel('Email');
this.passwordInput = page.getByLabel('Password');
this.loginButton = page.getByRole('button', { name: 'Login' });
this.errorMessage = page.getByRole('alert');
}
async goto() {
await this.page.goto('/login');
}
async login(email: string, password: string) {
await this.emailInput.fill(email);
await this.passwordInput.fill(password);
await this.loginButton.click();
}
async getErrorMessage(): Promise<string> {
return await this.errorMessage.textContent() ?? '';
}
}
// Test using Page Object
import { test, expect } from '@playwright/test';
import { LoginPage } from './pages/LoginPage';
test('successful login', async ({ page }) => {
const loginPage = new LoginPage(page);
await loginPage.goto();
await loginPage.login('user@example.com', 'password123');
await expect(page).toHaveURL('/dashboard');
await expect(page.getByRole('heading', { name: 'Dashboard' }))
.toBeVisible();
});
test('failed login shows error', async ({ page }) => {
const loginPage = new LoginPage(page);
await loginPage.goto();
await loginPage.login('invalid@example.com', 'wrong');
const error = await loginPage.getErrorMessage();
expect(error).toContain('Invalid credentials');
});
// fixtures/test-data.ts
import { test as base } from '@playwright/test';
type TestData = {
testUser: {
email: string;
password: string;
name: string;
};
adminUser: {
email: string;
password: string;
};
};
export const test = base.extend<TestData>({
testUser: async ({}, use) => {
const user = {
email: `test-${Date.now()}@example.com`,
password: 'Test123!@#',
name: 'Test User',
};
// Setup: Create user in database
await createTestUser(user);
await use(user);
// Teardown: Clean up user
await deleteTestUser(user.email);
},
adminUser: async ({}, use) => {
await use({
email: 'admin@example.com',
password: process.env.ADMIN_PASSWORD!,
});
},
});
// Usage in tests
import { test } from './fixtures/test-data';
test('user can update profile', async ({ page, testUser }) => {
await page.goto('/login');
await page.getByLabel('Email').fill(testUser.email);
await page.getByLabel('Password').fill(testUser.password);
await page.getByRole('button', { name: 'Login' }).click();
await page.goto('/profile');
await page.getByLabel('Name').fill('Updated Name');
await page.getByRole('button', { name: 'Save' }).click();
await expect(page.getByText('Profile updated')).toBeVisible();
});
// ❌ Bad: Fixed timeouts
await page.waitForTimeout(3000); // Flaky!
// ✅ Good: Wait for specific conditions
await page.waitForLoadState('networkidle');
await page.waitForURL('/dashboard');
await page.waitForSelector('[data-testid="user-profile"]');
// ✅ Better: Auto-waiting with assertions
await expect(page.getByText('Welcome')).toBeVisible();
await expect(page.getByRole('button', { name: 'Submit' }))
.toBeEnabled();
// Wait for API response
const responsePromise = page.waitForResponse(
response => response.url().includes('/api/users') && response.status() === 200
);
await page.getByRole('button', { name: 'Load Users' }).click();
const response = await responsePromise;
const data = await response.json();
expect(data.users).toHaveLength(10);
// Wait for multiple conditions
await Promise.all([
page.waitForURL('/success'),
page.waitForLoadState('networkidle'),
expect(page.getByText('Payment successful')).toBeVisible(),
]);
// Mock API responses
test('displays error when API fails', async ({ page }) => {
await page.route('**/api/users', route => {
route.fulfill({
status: 500,
contentType: 'application/json',
body: JSON.stringify({ error: 'Internal Server Error' }),
});
});
await page.goto('/users');
await expect(page.getByText('Failed to load users')).toBeVisible();
});
// Intercept and modify requests
test('can modify API request', async ({ page }) => {
await page.route('**/api/users', async route => {
const request = route.request();
const postData = JSON.parse(request.postData() || '{}');
// Modify request
postData.role = 'admin';
await route.continue({
postData: JSON.stringify(postData),
});
});
// Test continues...
});
// Mock third-party services
test('payment flow with mocked Stripe', async ({ page }) => {
await page.route('**/api/stripe/**', route => {
route.fulfill({
status: 200,
body: JSON.stringify({
id: 'mock_payment_id',
status: 'succeeded',
}),
});
});
// Test payment flow with mocked response
});
// cypress.config.ts
import { defineConfig } from 'cypress';
export default defineConfig({
e2e: {
baseUrl: 'http://localhost:3000',
viewportWidth: 1280,
viewportHeight: 720,
video: false,
screenshotOnRunFailure: true,
defaultCommandTimeout: 10000,
requestTimeout: 10000,
setupNodeEvents(on, config) {
// Implement node event listeners
},
},
});
// cypress/support/commands.ts
declare global {
namespace Cypress {
interface Chainable {
login(email: string, password: string): Chainable<void>;
createUser(userData: UserData): Chainable<User>;
dataCy(value: string): Chainable<JQuery<HTMLElement>>;
}
}
}
Cypress.Commands.add('login', (email: string, password: string) => {
cy.visit('/login');
cy.get('[data-testid="email"]').type(email);
cy.get('[data-testid="password"]').type(password);
cy.get('[data-testid="login-button"]').click();
cy.url().should('include', '/dashboard');
});
Cypress.Commands.add('createUser', (userData: UserData) => {
return cy.request('POST', '/api/users', userData)
.its('body');
});
Cypress.Commands.add('dataCy', (value: string) => {
return cy.get(`[data-cy="${value}"]`);
});
// Usage
cy.login('user@example.com', 'password');
cy.dataCy('submit-button').click();
// Mock API calls
cy.intercept('GET', '/api/users', {
statusCode: 200,
body: [
{ id: 1, name: 'John' },
{ id: 2, name: 'Jane' },
],
}).as('getUsers');
cy.visit('/users');
cy.wait('@getUsers');
cy.get('[data-testid="user-list"]').children().should('have.length', 2);
// Modify responses
cy.intercept('GET', '/api/users', (req) => {
req.reply((res) => {
// Modify response
res.body.users = res.body.users.slice(0, 5);
res.send();
});
});
// Simulate slow network
cy.intercept('GET', '/api/data', (req) => {
req.reply((res) => {
res.delay(3000); // 3 second delay
res.send();
});
});
// With Playwright
import { test, expect } from '@playwright/test';
test('homepage looks correct', async ({ page }) => {
await page.goto('/');
await expect(page).toHaveScreenshot('homepage.png', {
fullPage: true,
maxDiffPixels: 100,
});
});
test('button in all states', async ({ page }) => {
await page.goto('/components');
const button = page.getByRole('button', { name: 'Submit' });
// Default state
await expect(button).toHaveScreenshot('button-default.png');
// Hover state
await button.hover();
await expect(button).toHaveScreenshot('button-hover.png');
// Disabled state
await button.evaluate(el => el.setAttribute('disabled', 'true'));
await expect(button).toHaveScreenshot('button-disabled.png');
});
// playwright.config.ts
export default defineConfig({
projects: [
{
name: 'shard-1',
use: { ...devices['Desktop Chrome'] },
grepInvert: /@slow/,
shard: { current: 1, total: 4 },
},
{
name: 'shard-2',
use: { ...devices['Desktop Chrome'] },
shard: { current: 2, total: 4 },
},
// ... more shards
],
});
// Run in CI
// npx playwright test --shard=1/4
// npx playwright test --shard=2/4
// Install: npm install @axe-core/playwright
import { test, expect } from '@playwright/test';
import AxeBuilder from '@axe-core/playwright';
test('page should not have accessibility violations', async ({ page }) => {
await page.goto('/');
const accessibilityScanResults = await new AxeBuilder({ page })
.exclude('#third-party-widget')
.analyze();
expect(accessibilityScanResults.violations).toEqual([]);
});
test('form is accessible', async ({ page }) => {
await page.goto('/signup');
const results = await new AxeBuilder({ page })
.include('form')
.analyze();
expect(results.violations).toEqual([]);
});
data-testid or data-cy for stable selectors// ❌ Bad selectors
cy.get('.btn.btn-primary.submit-button').click();
cy.get('div > form > div:nth-child(2) > input').type('text');
// ✅ Good selectors
cy.getByRole('button', { name: 'Submit' }).click();
cy.getByLabel('Email address').type('user@example.com');
cy.get('[data-testid="email-input"]').type('user@example.com');
// Playwright debugging
// 1. Run in headed mode
npx playwright test --headed
// 2. Run in debug mode
npx playwright test --debug
// 3. Use trace viewer
await page.screenshot({ path: 'screenshot.png' });
await page.video()?.saveAs('video.webm');
// 4. Add test.step for better reporting
test('checkout flow', async ({ page }) => {
await test.step('Add item to cart', async () => {
await page.goto('/products');
await page.getByRole('button', { name: 'Add to Cart' }).click();
});
await test.step('Proceed to checkout', async () => {
await page.goto('/cart');
await page.getByRole('button', { name: 'Checkout' }).click();
});
});
// 5. Inspect page state
await page.pause(); // Pauses execution, opens inspector
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Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.
中文简介正在准备中。当前显示原文说明。
ハイブリッドモード、段階的コンポーネント書き換え、依存性注入更新を使用してAngularJSからAngularへ移行します。AngularJSアプリケーションのアップグレード、フレームワーク移行の計画、またはレガシーAngularコードのモダナイゼーション時に使用します。
中文简介正在准备中。当前显示原文说明。
開発者を喜ばせる直感的でスケーラブルで保守可能なAPIを構築するために、RESTとGraphQL APIの設計原則をマスターします。新しいAPIの設計、API仕様のレビュー、またはAPI設計標準の確立時に使用してください。
中文简介正在准备中。当前显示原文说明。
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
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Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
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クリーンアーキテクチャ、ヘキサゴナルアーキテクチャ、ドメイン駆動設計を含む実証済みのバックエンドアーキテクチャパターンを実装します。複雑なバックエンドシステムの設計や、保守性向上のための既存アプリケーションのリファクタリング時に使用します。
中文简介正在准备中。当前显示原文说明。