Padrões de arquitetura backend, design de API, otimização de banco de dados e melhores práticas server-side para Node.js, Express e rotas de API Next.js.
Scanned 9/8/2026
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---
name: backend-patterns
description: Padrões de arquitetura backend, design de API, otimização de banco de dados e melhores práticas server-side para Node.js, Express e rotas de API Next.js.
author: affaan-m
version: "1.0"
---
# Padrões de Desenvolvimento Backend
Padrões de arquitetura backend e melhores práticas para aplicações server-side escaláveis.
## Padrões de Design de API
### Estrutura RESTful API
```typescript
// ✅ URLs baseadas em recursos
GET /api/markets # Listar recursos
GET /api/markets/:id # Obter recurso único
POST /api/markets # Criar recurso
PUT /api/markets/:id # Substituir recurso
PATCH /api/markets/:id # Atualizar recurso
DELETE /api/markets/:id # Deletar recurso
// ✅ Parâmetros de query para filtro, ordenação, paginação
GET /api/markets?status=active&sort=volume&limit=20&offset=0
```
### Padrão Repository
```typescript
// Abstrai lógica de acesso a dados
interface MarketRepository {
findAll(filters?: MarketFilters): Promise<Market[]>
findById(id: string): Promise<Market | null>
create(data: CreateMarketDto): Promise<Market>
update(id: string, data: UpdateMarketDto): Promise<Market>
delete(id: string): Promise<void>
}
class SupabaseMarketRepository implements MarketRepository {
async findAll(filters?: MarketFilters): Promise<Market[]> {
let query = supabase.from('markets').select('*')
if (filters?.status) {
query = query.eq('status', filters.status)
}
if (filters?.limit) {
query = query.limit(filters.limit)
}
const { data, error } = await query
if (error) throw new Error(error.message)
return data
}
// Outros métodos...
}
```
### Padrão Service Layer
```typescript
// Lógica de negócio separada do acesso a dados
class MarketService {
constructor(private marketRepo: MarketRepository) {}
async searchMarkets(query: string, limit: number = 10): Promise<Market[]> {
// Lógica de negócio
const embedding = await generateEmbedding(query)
const results = await this.vectorSearch(embedding, limit)
// Buscar dados completos
const markets = await this.marketRepo.findByIds(results.map(r => r.id))
// Ordenar por similaridade
return markets.sort((a, b) => {
const scoreA = results.find(r => r.id === a.id)?.score || 0
const scoreB = results.find(r => r.id === b.id)?.score || 0
return scoreA - scoreB
})
}
private async vectorSearch(embedding: number[], limit: number) {
// Implementação de busca vetorial
}
}
```
### Padrão Middleware
```typescript
// Pipeline de processamento request/response
export function withAuth(handler: NextApiHandler): NextApiHandler {
return async (req, res) => {
const token = req.headers.authorization?.replace('Bearer ', '')
if (!token) {
return res.status(401).json({ error: 'Unauthorized' })
}
try {
const user = await verifyToken(token)
req.user = user
return handler(req, res)
} catch (error) {
return res.status(401).json({ error: 'Invalid token' })
}
}
}
// Uso
export default withAuth(async (req, res) => {
// Handler tem acesso a req.user
})
```
## Padrões de Banco de Dados
### Otimização de Queries
```typescript
// ✅ BOM: Selecionar apenas colunas necessárias
const { data } = await supabase
.from('markets')
.select('id, name, status, volume')
.eq('status', 'active')
.order('volume', { ascending: false })
.limit(10)
// ❌ RUIM: Selecionar tudo
const { data } = await supabase
.from('markets')
.select('*')
```
### Prevenção de Problema N+1
```typescript
// ❌ RUIM: Problema de query N+1
const markets = await getMarkets()
for (const market of markets) {
market.creator = await getUser(market.creator_id) // N queries
}
// ✅ BOM: Busca em lote
const markets = await getMarkets()
const creatorIds = markets.map(m => m.creator_id)
const creators = await getUsers(creatorIds) // 1 query
const creatorMap = new Map(creators.map(c => [c.id, c]))
markets.forEach(market => {
market.creator = creatorMap.get(market.creator_id)
})
```
### Padrão Transaction
```typescript
async function createMarketWithPosition(
marketData: CreateMarketDto,
positionData: CreatePositionDto
) {
// Usar transaction do Supabase
const { data, error } = await supabase.rpc('create_market_with_position', {
market_data: marketData,
position_data: positionData
})
if (error) throw new Error('Transaction failed')
return data
}
// Função SQL no Supabase
CREATE OR REPLACE FUNCTION create_market_with_position(
market_data jsonb,
position_data jsonb
)
RETURNS jsonb
LANGUAGE plpgsql
AS $$
BEGIN
-- Transaction iniciada automaticamente
INSERT INTO markets VALUES (market_data);
INSERT INTO positions VALUES (position_data);
RETURN jsonb_build_object('success', true);
EXCEPTION
WHEN OTHERS THEN
-- Rollback acontece automaticamente
RETURN jsonb_build_object('success', false, 'error', SQLERRM);
END;
$$;
```
## Estratégias de Cache
### Camada de Cache Redis
```typescript
class CachedMarketRepository implements MarketRepository {
constructor(
private baseRepo: MarketRepository,
private redis: RedisClient
) {}
async findById(id: string): Promise<Market | null> {
// Verificar cache primeiro
const cached = await this.redis.get(`market:${id}`)
if (cached) {
return JSON.parse(cached)
}
// Cache miss - buscar do banco de dados
const market = await this.baseRepo.findById(id)
if (market) {
// Cache por 5 minutos
await this.redis.setex(`market:${id}`, 300, JSON.stringify(market))
}
return market
}
async invalidateCache(id: string): Promise<void> {
await this.redis.del(`market:${id}`)
}
}
```
### Padrão Cache-Aside
```typescript
async function getMarketWithCache(id: string): Promise<Market> {
const cacheKey = `market:${id}`
// Tentar cache
const cached = await redis.get(cacheKey)
if (cached) return JSON.parse(cached)
// Cache miss - buscar do BD
const market = await db.markets.findUnique({ where: { id } })
if (!market) throw new Error('Market not found')
// Atualizar cache
await redis.setex(cacheKey, 300, JSON.stringify(market))
return market
}
```
## Padrões de Tratamento de Erros
### Manipulador Centralizado de Erros
```typescript
class ApiError extends Error {
constructor(
public statusCode: number,
public message: string,
public isOperational = true
) {
super(message)
Object.setPrototypeOf(this, ApiError.prototype)
}
}
export function errorHandler(error: unknown, req: Request): Response {
if (error instanceof ApiError) {
return NextResponse.json({
success: false,
error: error.message
}, { status: error.statusCode })
}
if (error instanceof z.ZodError) {
return NextResponse.json({
success: false,
error: 'Validation failed',
details: error.errors
}, { status: 400 })
}
// Registrar erros inesperados
console.error('Unexpected error:', error)
return NextResponse.json({
success: false,
error: 'Internal server error'
}, { status: 500 })
}
// Uso
export async function GET(request: Request) {
try {
const data = await fetchData()
return NextResponse.json({ success: true, data })
} catch (error) {
return errorHandler(error, request)
}
}
```
### Retry com Exponential Backoff
```typescript
async function fetchWithRetry<T>(
fn: () => Promise<T>,
maxRetries = 3
): Promise<T> {
let lastError: Error
for (let i = 0; i < maxRetries; i++) {
try {
return await fn()
} catch (error) {
lastError = error as Error
if (i < maxRetries - 1) {
// Exponential backoff: 1s, 2s, 4s
const delay = Math.pow(2, i) * 1000
await new Promise(resolve => setTimeout(resolve, delay))
}
}
}
throw lastError!
}
// Uso
const data = await fetchWithRetry(() => fetchFromAPI())
```
## Autenticação & Autorização
### Validação de Token JWT
```typescript
import jwt from 'jsonwebtoken'
interface JWTPayload {
userId: string
email: string
role: 'admin' | 'user'
}
export function verifyToken(token: string): JWTPayload {
try {
const payload = jwt.verify(token, process.env.JWT_SECRET!) as JWTPayload
return payload
} catch (error) {
throw new ApiError(401, 'Invalid token')
}
}
export async function requireAuth(request: Request) {
const token = request.headers.get('authorization')?.replace('Bearer ', '')
if (!token) {
throw new ApiError(401, 'Missing authorization token')
}
return verifyToken(token)
}
// Uso em rota de API
export async function GET(request: Request) {
const user = await requireAuth(request)
const data = await getDataForUser(user.userId)
return NextResponse.json({ success: true, data })
}
```
### Controle de Acesso Baseado em Papéis
```typescript
type Permission = 'read' | 'write' | 'delete' | 'admin'
interface User {
id: string
role: 'admin' | 'moderator' | 'user'
}
const rolePermissions: Record<User['role'], Permission[]> = {
admin: ['read', 'write', 'delete', 'admin'],
moderator: ['read', 'write', 'delete'],
user: ['read', 'write']
}
export function hasPermission(user: User, permission: Permission): boolean {
return rolePermissions[user.role].includes(permission)
}
export function requirePermission(permission: Permission) {
return async (request: Request) => {
const user = await requireAuth(request)
if (!hasPermission(user, permission)) {
throw new ApiError(403, 'Insufficient permissions')
}
return user
}
}
// Uso
export const DELETE = requirePermission('delete')(async (request: Request) => {
// Handler com verificação de permissão
})
```
## Rate Limiting
### Limitador de Taxa Simples em Memória
```typescript
class RateLimiter {
private requests = new Map<string, number[]>()
async checkLimit(
identifier: string,
maxRequests: number,
windowMs: number
): Promise<boolean> {
const now = Date.now()
const requests = this.requests.get(identifier) || []
// Remover requisições antigas fora da janela
const recentRequests = requests.filter(time => now - time < windowMs)
if (recentRequests.length >= maxRequests) {
return false // Rate limit excedido
}
// Adicionar requisição atual
recentRequests.push(now)
this.requests.set(identifier, recentRequests)
return true
}
}
const limiter = new RateLimiter()
export async function GET(request: Request) {
const ip = request.headers.get('x-forwarded-for') || 'unknown'
const allowed = await limiter.checkLimit(ip, 100, 60000) // 100 req/min
if (!allowed) {
return NextResponse.json({
error: 'Rate limit exceeded'
}, { status: 429 })
}
// Continuar com requisição
}
```
## Tarefas em Background & Filas
### Padrão Simples de Fila
```typescript
class JobQueue<T> {
private queue: T[] = []
private processing = false
async add(job: T): Promise<void> {
this.queue.push(job)
if (!this.processing) {
this.process()
}
}
private async process(): Promise<void> {
this.processing = true
while (this.queue.length > 0) {
const job = this.queue.shift()!
try {
await this.execute(job)
} catch (error) {
console.error('Job failed:', error)
}
}
this.processing = false
}
private async execute(job: T): Promise<void> {
// Lógica de execução do job
}
}
// Uso para indexação de mercados
interface IndexJob {
marketId: string
}
const indexQueue = new JobQueue<IndexJob>()
export async function POST(request: Request) {
const { marketId } = await request.json()
// Adicionar à fila ao invés de bloquear
await indexQueue.add({ marketId })
return NextResponse.json({ success: true, message: 'Job queued' })
}
```
## Logging & Monitoramento
### Logging Estruturado
```typescript
interface LogContext {
userId?: string
requestId?: string
method?: string
path?: string
[key: string]: unknown
}
class Logger {
log(level: 'info' | 'warn' | 'error', message: string, context?: LogContext) {
const entry = {
timestamp: new Date().toISOString(),
level,
message,
...context
}
console.log(JSON.stringify(entry))
}
info(message: string, context?: LogContext) {
this.log('info', message, context)
}
warn(message: string, context?: LogContext) {
this.log('warn', message, context)
}
error(message: string, error: Error, context?: LogContext) {
this.log('error', message, {
...context,
error: error.message,
stack: error.stack
})
}
}
const logger = new Logger()
// Uso
export async function GET(request: Request) {
const requestId = crypto.randomUUID()
logger.info('Fetching markets', {
requestId,
method: 'GET',
path: '/api/markets'
})
try {
const markets = await fetchMarkets()
return NextResponse.json({ success: true, data: markets })
} catch (error) {
logger.error('Failed to fetch markets', error as Error, { requestId })
return NextResponse.json({ error: 'Internal error' }, { status: 500 })
}
}
```
**Lembre-se**: Padrões backend viabilizam aplicações server-side escaláveis e manuteníveis. Escolha padrões que se adequem ao seu nível de complexidade.Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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