feat: Add model request rate limiting functionality
This commit is contained in:
172
middleware/model-rate-limit.go
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172
middleware/model-rate-limit.go
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@@ -0,0 +1,172 @@
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package middleware
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import (
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"context"
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"fmt"
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"net/http"
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"one-api/common"
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"one-api/setting"
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"strconv"
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"time"
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"github.com/gin-gonic/gin"
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"github.com/go-redis/redis/v8"
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)
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const (
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ModelRequestRateLimitCountMark = "MRRL"
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ModelRequestRateLimitSuccessCountMark = "MRRLS"
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)
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// 检查Redis中的请求限制
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func checkRedisRateLimit(ctx context.Context, rdb *redis.Client, key string, maxCount int, duration int64) (bool, error) {
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// 如果maxCount为0,表示不限制
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if maxCount == 0 {
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return true, nil
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}
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// 获取当前计数
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length, err := rdb.LLen(ctx, key).Result()
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if err != nil {
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return false, err
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}
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// 如果未达到限制,允许请求
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if length < int64(maxCount) {
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return true, nil
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}
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// 检查时间窗口
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oldTimeStr, _ := rdb.LIndex(ctx, key, -1).Result()
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oldTime, err := time.Parse(timeFormat, oldTimeStr)
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if err != nil {
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return false, err
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}
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nowTimeStr := time.Now().Format(timeFormat)
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nowTime, err := time.Parse(timeFormat, nowTimeStr)
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if err != nil {
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return false, err
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}
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// 如果在时间窗口内已达到限制,拒绝请求
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subTime := nowTime.Sub(oldTime).Seconds()
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if int64(subTime) < duration {
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rdb.Expire(ctx, key, common.RateLimitKeyExpirationDuration)
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return false, nil
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}
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return true, nil
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}
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// 记录Redis请求
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func recordRedisRequest(ctx context.Context, rdb *redis.Client, key string, maxCount int) {
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// 如果maxCount为0,不记录请求
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if maxCount == 0 {
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return
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}
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now := time.Now().Format(timeFormat)
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rdb.LPush(ctx, key, now)
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rdb.LTrim(ctx, key, 0, int64(maxCount-1))
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rdb.Expire(ctx, key, common.RateLimitKeyExpirationDuration)
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}
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// Redis限流处理器
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func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
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return func(c *gin.Context) {
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userId := strconv.Itoa(c.GetInt("id"))
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ctx := context.Background()
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rdb := common.RDB
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// 1. 检查总请求数限制(当totalMaxCount为0时会自动跳过)
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totalKey := fmt.Sprintf("rateLimit:%s:%s", ModelRequestRateLimitCountMark, userId)
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allowed, err := checkRedisRateLimit(ctx, rdb, totalKey, totalMaxCount, duration)
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if err != nil {
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fmt.Println("检查总请求数限制失败:", err.Error())
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abortWithOpenAiMessage(c, http.StatusInternalServerError, "rate_limit_check_failed")
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return
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}
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if !allowed {
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abortWithOpenAiMessage(c, http.StatusTooManyRequests, fmt.Sprintf("您已达到总请求数限制:%d分钟内最多请求%d次,包括失败次数,请检查您的请求是否正确", setting.ModelRequestRateLimitDurationMinutes, totalMaxCount))
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}
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// 2. 检查成功请求数限制
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successKey := fmt.Sprintf("rateLimit:%s:%s", ModelRequestRateLimitSuccessCountMark, userId)
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allowed, err = checkRedisRateLimit(ctx, rdb, successKey, successMaxCount, duration)
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if err != nil {
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fmt.Println("检查成功请求数限制失败:", err.Error())
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abortWithOpenAiMessage(c, http.StatusInternalServerError, "rate_limit_check_failed")
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return
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}
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if !allowed {
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abortWithOpenAiMessage(c, http.StatusTooManyRequests, fmt.Sprintf("您已达到请求数限制:%d分钟内最多请求%d次", setting.ModelRequestRateLimitDurationMinutes, successMaxCount))
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return
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}
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// 3. 记录总请求(当totalMaxCount为0时会自动跳过)
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recordRedisRequest(ctx, rdb, totalKey, totalMaxCount)
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// 4. 处理请求
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c.Next()
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// 5. 如果请求成功,记录成功请求
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if c.Writer.Status() < 400 {
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recordRedisRequest(ctx, rdb, successKey, successMaxCount)
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}
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}
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}
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// 内存限流处理器
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func memoryRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
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inMemoryRateLimiter.Init(common.RateLimitKeyExpirationDuration)
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return func(c *gin.Context) {
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userId := strconv.Itoa(c.GetInt("id"))
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totalKey := ModelRequestRateLimitCountMark + userId
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successKey := ModelRequestRateLimitSuccessCountMark + userId
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// 1. 检查总请求数限制(当totalMaxCount为0时跳过)
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if totalMaxCount > 0 && !inMemoryRateLimiter.Request(totalKey, totalMaxCount, duration) {
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c.Status(http.StatusTooManyRequests)
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c.Abort()
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return
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}
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// 2. 检查成功请求数限制
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// 使用一个临时key来检查限制,这样可以避免实际记录
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checkKey := successKey + "_check"
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if !inMemoryRateLimiter.Request(checkKey, successMaxCount, duration) {
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c.Status(http.StatusTooManyRequests)
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c.Abort()
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return
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}
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// 3. 处理请求
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c.Next()
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// 4. 如果请求成功,记录到实际的成功请求计数中
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if c.Writer.Status() < 400 {
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inMemoryRateLimiter.Request(successKey, successMaxCount, duration)
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}
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}
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}
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// ModelRequestRateLimit 模型请求限流中间件
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func ModelRequestRateLimit() func(c *gin.Context) {
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// 如果未启用限流,直接放行
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if !setting.ModelRequestRateLimitEnabled {
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return defNext
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}
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// 计算限流参数
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duration := int64(setting.ModelRequestRateLimitDurationMinutes * 60)
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totalMaxCount := setting.ModelRequestRateLimitCount
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successMaxCount := setting.ModelRequestRateLimitSuccessCount
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// 根据存储类型选择限流处理器
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if common.RedisEnabled {
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return redisRateLimitHandler(duration, totalMaxCount, successMaxCount)
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} else {
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return memoryRateLimitHandler(duration, totalMaxCount, successMaxCount)
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}
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}
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