WCAG 2.2 AA compliance, ARIA patterns, keyboard navigation, screen reader optimization
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Circuit breaker, bulkhead, retry with jitter, graceful shutdown, health check patterns for production resilience.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Production-grade patterns for surviving failures without cascading.
// States: CLOSED (normal) → OPEN (blocking) → HALF_OPEN (testing)
type CircuitState = 'CLOSED' | 'OPEN' | 'HALF_OPEN'
class CircuitBreaker {
private state: CircuitState = 'CLOSED'
private failureCount = 0
private lastFailureTime = 0
private successCount = 0
constructor(
private readonly failureThreshold = 5,
private readonly recoveryTimeout = 30_000, // ms
private readonly halfOpenMaxCalls = 3
) {}
async call<T>(fn: () => Promise<T>): Promise<T> {
if (this.state === 'OPEN') {
if (Date.now() - this.lastFailureTime > this.recoveryTimeout) {
this.state = 'HALF_OPEN'
this.successCount = 0
} else {
throw new Error('Circuit breaker is OPEN — request rejected')
}
}
try {
const result = await fn()
this.onSuccess()
return result
} catch (err) {
this.onFailure()
throw err
}
}
private onSuccess(): void {
if (this.state === 'HALF_OPEN') {
this.successCount++
if (this.successCount >= this.halfOpenMaxCalls) {
this.state = 'CLOSED'
this.failureCount = 0
}
} else {
this.failureCount = 0
}
}
private onFailure(): void {
this.failureCount++
this.lastFailureTime = Date.now()
if (this.failureCount >= this.failureThreshold) {
this.state = 'OPEN'
}
}
getState(): CircuitState { return this.state }
}
// Usage with Opossum (production library)
// import CircuitBreaker from 'opossum'
// const breaker = new CircuitBreaker(riskyCall, { timeout: 3000, errorThresholdPercentage: 50 })
const paymentBreaker = new CircuitBreaker(5, 30_000)
async function chargeUser(userId: string, amount: number) {
return paymentBreaker.call(() => paymentService.charge(userId, amount))
}
interface RetryOptions {
maxAttempts?: number
baseDelayMs?: number
maxDelayMs?: number
jitter?: boolean
retryIf?: (error: unknown) => boolean
}
async function withRetry<T>(
fn: () => Promise<T>,
options: RetryOptions = {}
): Promise<T> {
const {
maxAttempts = 3,
baseDelayMs = 500,
maxDelayMs = 15_000,
jitter = true,
retryIf = () => true
} = options
let lastError: unknown
for (let attempt = 1; attempt <= maxAttempts; attempt++) {
try {
return await fn()
} catch (err) {
lastError = err
if (attempt === maxAttempts || !retryIf(err)) throw err
// Exponential backoff: 500ms, 1s, 2s, 4s...
const base = Math.min(baseDelayMs * Math.pow(2, attempt - 1), maxDelayMs)
// Full jitter: random between 0 and base (avoids synchronized retries)
const delay = jitter ? Math.random() * base : base
console.warn(`Attempt ${attempt}/${maxAttempts} failed, retrying in ${Math.round(delay)}ms`)
await new Promise(resolve => setTimeout(resolve, delay))
}
}
throw lastError
}
// Usage: only retry transient errors
await withRetry(
() => externalApi.fetchData(),
{
maxAttempts: 4,
retryIf: (err) => err instanceof NetworkError || (err as any)?.status >= 500
}
)
// Isolate failure domains: separate thread pools / queues per service
class Bulkhead {
private activeCount = 0
private queue: Array<() => void> = []
constructor(
private maxConcurrent: number,
private maxQueueSize: number = 50
) {}
async execute<T>(fn: () => Promise<T>): Promise<T> {
if (this.activeCount >= this.maxConcurrent) {
if (this.queue.length >= this.maxQueueSize) {
throw new Error('Bulkhead queue full — request rejected')
}
await new Promise<void>((resolve, reject) => {
const timeout = setTimeout(
() => reject(new Error('Bulkhead queue timeout')),
5000
)
this.queue.push(() => { clearTimeout(timeout); resolve() })
})
}
this.activeCount++
try {
return await fn()
} finally {
this.activeCount--
if (this.queue.length > 0) {
const next = this.queue.shift()!
next()
}
}
}
getStats() {
return { activeCount: this.activeCount, queueLength: this.queue.length }
}
}
// Separate bulkheads per downstream service
const paymentBulkhead = new Bulkhead(10, 20)
const emailBulkhead = new Bulkhead(5, 10)
const dbBulkhead = new Bulkhead(30, 100)
// Never let a call hang indefinitely
function withTimeout<T>(
fn: () => Promise<T>,
timeoutMs: number,
label = 'operation'
): Promise<T> {
return Promise.race([
fn(),
new Promise<never>((_, reject) =>
setTimeout(
() => reject(new Error(`${label} timed out after ${timeoutMs}ms`)),
timeoutMs
)
)
])
}
// Connect timeout vs read timeout (different values)
const fetchWithTimeouts = async (url: string) => {
const controller = new AbortController()
const connectTimeout = setTimeout(() => controller.abort(), 2000) // connect: 2s
try {
const response = await fetch(url, { signal: controller.signal })
clearTimeout(connectTimeout)
// Read timeout: 10s for body streaming
return await withTimeout(() => response.json(), 10_000, 'response body read')
} finally {
clearTimeout(connectTimeout)
}
}
async function getMarketData(id: string): Promise<Market> {
return withFallbacks([
{ name: 'primary-db', fn: () => primaryDb.market.findUnique({ where: { id } }) },
{ name: 'redis-cache', fn: () => redis.get(`market:${id}`).then(v => v ? JSON.parse(v) : null) },
{ name: 'replica-db', fn: () => replicaDb.market.findUnique({ where: { id } }) },
{ name: 'stale-cache', fn: () => staleCache.get(id) }
])
}
async function withFallbacks<T>(
strategies: Array<{ name: string; fn: () => Promise<T | null> }>
): Promise<T> {
for (const { name, fn } of strategies) {
try {
const result = await fn()
if (result != null) return result
} catch (err) {
console.warn(`Strategy '${name}' failed:`, (err as Error).message)
}
}
throw new Error('All fallback strategies exhausted')
}
import express from 'express'
const app = express()
// Liveness: is the process alive? (k8s restarts if fails)
app.get('/live', (_req, res) => {
res.json({ status: 'ok', timestamp: new Date().toISOString() })
})
// Readiness: is the app ready to serve traffic? (k8s removes from LB if fails)
app.get('/ready', async (_req, res) => {
const checks = await Promise.allSettled([
checkDatabase(),
checkRedis(),
checkDependencies()
])
const results = checks.map((c, i) => ({
name: ['database', 'redis', 'dependencies'][i],
status: c.status === 'fulfilled' ? 'ok' : 'fail',
error: c.status === 'rejected' ? (c.reason as Error).message : undefined
}))
const allHealthy = results.every(r => r.status === 'ok')
res.status(allHealthy ? 200 : 503).json({ status: allHealthy ? 'ready' : 'not-ready', checks: results })
})
// Health: detailed diagnostics for ops team
app.get('/health', async (_req, res) => {
const [dbMs, redisMs] = await Promise.all([pingDb(), pingRedis()])
res.json({
status: 'ok',
uptime: process.uptime(),
memory: process.memoryUsage(),
db: { latencyMs: dbMs },
redis: { latencyMs: redisMs }
})
})
async function checkDatabase(): Promise<void> {
await db.$queryRaw`SELECT 1`
}
async function checkRedis(): Promise<void> {
const pong = await redis.ping()
if (pong !== 'PONG') throw new Error('Redis ping failed')
}
// Handle SIGTERM (k8s, Docker stop) without dropping in-flight requests
let isShuttingDown = false
async function gracefulShutdown(server: http.Server): Promise<void> {
console.log('SIGTERM received, starting graceful shutdown...')
isShuttingDown = true
// Stop accepting new requests
server.close(async () => {
console.log('HTTP server closed')
try {
// Drain active jobs
await jobQueue.close()
// Close DB connections
await db.$disconnect()
// Close Redis
await redis.quit()
console.log('Graceful shutdown complete')
process.exit(0)
} catch (err) {
console.error('Error during shutdown:', err)
process.exit(1)
}
})
// Force kill after 30s if drain stalls
setTimeout(() => {
console.error('Graceful shutdown timed out, forcing exit')
process.exit(1)
}, 30_000)
}
// Reject new requests during shutdown
app.use((_req, res, next) => {
if (isShuttingDown) {
res.setHeader('Connection', 'close')
return res.status(503).json({ error: 'Server is shutting down' })
}
next()
})
process.on('SIGTERM', () => gracefulShutdown(server))
process.on('SIGINT', () => gracefulShutdown(server))
// Safe to retry without double-charging / double-creating
async function processPaymentIdempotent(
idempotencyKey: string,
payload: PaymentPayload
): Promise<PaymentResult> {
const lockKey = `idempotency:${idempotencyKey}`
// Check if already processed
const existing = await redis.get(lockKey)
if (existing) {
return JSON.parse(existing) as PaymentResult
}
const result = await paymentGateway.charge(payload)
// Store result for 24 hours
await redis.setex(lockKey, 86_400, JSON.stringify(result))
return result
}
// Client sends Idempotency-Key header, retry safe
router.post('/payments', async (req, res) => {
const key = req.headers['idempotency-key'] as string
if (!key) return res.status(400).json({ error: 'Idempotency-Key header required' })
const result = await processPaymentIdempotent(key, req.body)
res.json({ success: true, data: result })
})
Remember: Resilience is composed — combine circuit breaker + retry + bulkhead + timeout for defense in depth. Never apply retry without a circuit breaker, or you'll amplify load on a failing service.
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