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llm-intelligence/internal/retry/retry.go

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// internal/retry/retry.go
// 指数退避重试机制
package retry
import (
"context"
"errors"
"fmt"
"io"
"math"
"net"
"strings"
"time"
)
type temporaryError interface {
Temporary() bool
}
type timeoutError interface {
Timeout() bool
}
type HTTPStatusError struct {
StatusCode int
Body string
}
func (e HTTPStatusError) Error() string {
if e.Body == "" {
return fmt.Sprintf("http status %d", e.StatusCode)
}
return fmt.Sprintf("http status %d: %s", e.StatusCode, e.Body)
}
// Strategy 重试策略
type Strategy struct {
MaxRetries int // 最大重试次数0=不重试)
BaseDelay time.Duration // 基础延迟
MaxDelay time.Duration // 最大延迟上限
Multiplier float64 // 乘数默认2.0
Jitter bool // 是否添加随机抖动
Retryable func(error) bool // 判断错误是否可重试
}
// DefaultStrategy 返回默认重试策略
func DefaultStrategy() Strategy {
return Strategy{
MaxRetries: 3,
BaseDelay: 1 * time.Second,
MaxDelay: 30 * time.Second,
Multiplier: 2.0,
Jitter: true,
Retryable: IsRetryable,
}
}
// IsRetryable 默认重试判定仅临时网络错误、429、5xx 等可重试
func IsRetryable(err error) bool {
if err == nil {
return false
}
if errors.Is(err, context.Canceled) || errors.Is(err, context.DeadlineExceeded) {
return false
}
var statusErr HTTPStatusError
if errors.As(err, &statusErr) {
return statusErr.StatusCode == 429 || (statusErr.StatusCode >= 500 && statusErr.StatusCode < 600)
}
if errors.Is(err, io.EOF) || errors.Is(err, io.ErrUnexpectedEOF) {
return true
}
message := strings.ToLower(err.Error())
if strings.Contains(message, "json 解析失败") ||
strings.Contains(message, "invalid character") ||
strings.Contains(message, "unmarshal") ||
strings.Contains(message, "decode") ||
strings.Contains(message, "schema") {
return false
}
var tempErr temporaryError
if errors.As(err, &tempErr) && tempErr.Temporary() {
return true
}
var timeoutErr timeoutError
if errors.As(err, &timeoutErr) && timeoutErr.Timeout() {
return true
}
var netErr net.Error
if errors.As(err, &netErr) && (netErr.Timeout() || netErr.Temporary()) {
return true
}
retriableMarkers := []string{
"transport closed",
"connection reset",
"connection refused",
"tls handshake timeout",
"i/o timeout",
"no such host",
"temporarily unavailable",
"too many requests",
"rate limit",
}
for _, marker := range retriableMarkers {
if strings.Contains(message, marker) {
return true
}
}
return false
}
// Do 执行带重试的操作
func Do(ctx context.Context, strategy Strategy, fn func() error) error {
var lastErr error
for attempt := 0; attempt <= strategy.MaxRetries; attempt++ {
if err := fn(); err != nil {
lastErr = err
// 不判断最后一次是否需要重试
if attempt == strategy.MaxRetries {
break
}
// 检查是否可重试
if strategy.Retryable != nil && !strategy.Retryable(err) {
return fmt.Errorf("non-retryable error on attempt %d: %w", attempt+1, err)
}
// 计算退避延迟
delay := calculateDelay(strategy, attempt)
// 检查上下文是否已取消
select {
case <-ctx.Done():
return fmt.Errorf("context cancelled after attempt %d: %w", attempt+1, ctx.Err())
case <-time.After(delay):
// 继续重试
}
} else {
return nil
}
}
return fmt.Errorf("all %d attempts failed, last error: %w", strategy.MaxRetries+1, lastErr)
}
// calculateDelay 计算指数退避延迟
func calculateDelay(s Strategy, attempt int) time.Duration {
// 指数退避: base * multiplier^attempt
delay := float64(s.BaseDelay) * math.Pow(s.Multiplier, float64(attempt))
// 添加上限
if max := float64(s.MaxDelay); delay > max {
delay = max
}
// 添加抖动±25%
if s.Jitter {
jitter := delay * 0.25
delay = delay - jitter + (jitter * 2 * float64(time.Now().Nanosecond()%1000) / 1000)
}
return time.Duration(delay)
}
// DoWithResult 执行带重试的操作并返回结果
func DoWithResult[T any](ctx context.Context, strategy Strategy, fn func() (T, error)) (T, error) {
var zero T
var lastErr error
for attempt := 0; attempt <= strategy.MaxRetries; attempt++ {
result, err := fn()
if err == nil {
return result, nil
}
lastErr = err
if attempt == strategy.MaxRetries {
break
}
if strategy.Retryable != nil && !strategy.Retryable(err) {
return zero, fmt.Errorf("non-retryable error on attempt %d: %w", attempt+1, err)
}
delay := calculateDelay(strategy, attempt)
select {
case <-ctx.Done():
return zero, fmt.Errorf("context cancelled after attempt %d: %w", attempt+1, ctx.Err())
case <-time.After(delay):
}
}
return zero, fmt.Errorf("all %d attempts failed, last error: %w", strategy.MaxRetries+1, lastErr)
}
// Metrics 重试统计
type Metrics struct {
Attempts int
Success bool
TotalDelay time.Duration
}
// DoWithMetrics 执行带重试并返回统计信息
func DoWithMetrics(ctx context.Context, strategy Strategy, fn func() error) (Metrics, error) {
m := Metrics{}
var lastErr error
start := time.Now()
for attempt := 0; attempt <= strategy.MaxRetries; attempt++ {
m.Attempts = attempt + 1
if err := fn(); err != nil {
lastErr = err
if attempt == strategy.MaxRetries {
break
}
if strategy.Retryable != nil && !strategy.Retryable(err) {
m.TotalDelay = time.Since(start)
return m, fmt.Errorf("non-retryable error on attempt %d: %w", attempt+1, err)
}
delay := calculateDelay(strategy, attempt)
select {
case <-ctx.Done():
m.TotalDelay = time.Since(start)
return m, fmt.Errorf("context cancelled after attempt %d: %w", attempt+1, ctx.Err())
case <-time.After(delay):
}
} else {
m.Success = true
m.TotalDelay = time.Since(start)
return m, nil
}
}
m.TotalDelay = time.Since(start)
return m, fmt.Errorf("all %d attempts failed, last error: %w", strategy.MaxRetries+1, lastErr)
}