├── .gitignore ├── package ├── error │ ├── constants.go │ └── http.go ├── database │ ├── config.go │ ├── variables.go │ ├── gorm.go │ └── provider.go ├── config │ ├── variables.go │ ├── provider.go │ └── viper.go ├── logger │ ├── variables.go │ ├── config.go │ ├── logger.go │ └── zap.go ├── redis │ ├── config.go │ ├── variables.go │ ├── provider.go │ └── redis.go ├── azure │ ├── variables.go │ ├── config.go │ ├── transport.go │ ├── provider.go │ └── peer.go ├── toolkit │ ├── string.go │ ├── request.go │ ├── response.go │ └── pool.go └── balancer │ ├── balancer.go │ └── peer.go ├── internal ├── core │ ├── boot.go │ ├── config.go │ ├── logger.go │ ├── azure.go │ ├── redis.go │ └── database.go ├── azure │ ├── router.go │ └── proxy.go ├── client │ └── client.go └── middleware │ ├── request.go │ ├── timeout.go │ ├── auth.go │ ├── limiter.go │ └── logger.go ├── Dockerfile ├── cmd └── main.go ├── config.yaml.example ├── go.mod ├── README-CN.md ├── README.md └── go.sum /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | log 3 | logs 4 | config.yaml 5 | -------------------------------------------------------------------------------- /package/error/constants.go: -------------------------------------------------------------------------------- 1 | package error 2 | 3 | const ClientClosedRequest = 499 4 | -------------------------------------------------------------------------------- /package/database/config.go: -------------------------------------------------------------------------------- 1 | package database 2 | 3 | type Config struct { 4 | Addr string 5 | } 6 | -------------------------------------------------------------------------------- /package/database/variables.go: -------------------------------------------------------------------------------- 1 | package database 2 | 3 | import "gorm.io/gorm" 4 | 5 | var db *gorm.DB 6 | -------------------------------------------------------------------------------- /package/config/variables.go: -------------------------------------------------------------------------------- 1 | package config 2 | 3 | import "github.com/spf13/viper" 4 | 5 | var v *viper.Viper 6 | -------------------------------------------------------------------------------- /package/logger/variables.go: -------------------------------------------------------------------------------- 1 | package logger 2 | 3 | import "go.uber.org/zap" 4 | 5 | var loggers map[string]*zap.Logger 6 | -------------------------------------------------------------------------------- /package/redis/config.go: -------------------------------------------------------------------------------- 1 | package redis 2 | 3 | type Config struct { 4 | Addr string 5 | Password string 6 | DB int 7 | } 8 | -------------------------------------------------------------------------------- /package/azure/variables.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import "github.com/ramzeng/ai-endpoint/package/balancer" 4 | 5 | var balancers map[string]*balancer.Balancer 6 | -------------------------------------------------------------------------------- /internal/core/boot.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | func Boot() { 4 | InitializeLogger() 5 | InitializeDatabase() 6 | InitializeRedis() 7 | InitializeAzureProxy() 8 | } 9 | -------------------------------------------------------------------------------- /package/redis/variables.go: -------------------------------------------------------------------------------- 1 | package redis 2 | 3 | import "github.com/redis/go-redis/v9" 4 | import "context" 5 | 6 | var client *redis.Client 7 | var ctx context.Context 8 | -------------------------------------------------------------------------------- /package/database/gorm.go: -------------------------------------------------------------------------------- 1 | package database 2 | 3 | import "gorm.io/gorm" 4 | 5 | func Where(query interface{}, args ...interface{}) *gorm.DB { 6 | return db.Where(query, args...) 7 | } 8 | -------------------------------------------------------------------------------- /internal/azure/router.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import ( 4 | "github.com/gin-gonic/gin" 5 | ) 6 | 7 | func RegisterRoutes(r *gin.Engine) { 8 | r.POST("/v1/chat/completions", Proxy) 9 | } 10 | -------------------------------------------------------------------------------- /package/azure/config.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | type Config struct { 4 | Models []string 5 | Peers []PeerConfig 6 | } 7 | 8 | type PeerConfig struct { 9 | Key string 10 | Endpoint string 11 | Deployments []Deployment 12 | Weight int64 13 | } 14 | -------------------------------------------------------------------------------- /package/config/provider.go: -------------------------------------------------------------------------------- 1 | package config 2 | 3 | import "github.com/spf13/viper" 4 | 5 | func Initialize(path string) error { 6 | v = viper.New() 7 | v.SetConfigFile(path) 8 | 9 | if err := v.ReadInConfig(); err != nil { 10 | return err 11 | } 12 | 13 | return nil 14 | } 15 | -------------------------------------------------------------------------------- /package/logger/config.go: -------------------------------------------------------------------------------- 1 | package logger 2 | 3 | type Config struct { 4 | Channels []ChannelConfig 5 | } 6 | 7 | type ChannelConfig struct { 8 | Name string 9 | Filename string 10 | MaxSize int 11 | MaxAge int 12 | MaxBackups int 13 | Compress bool 14 | Level string 15 | } 16 | -------------------------------------------------------------------------------- /internal/core/config.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | import ( 4 | "fmt" 5 | 6 | "github.com/ramzeng/ai-endpoint/package/config" 7 | ) 8 | 9 | func ReadConfig(path string) { 10 | if err := config.Initialize(path); err != nil { 11 | fmt.Print("[Core]: failed to read the configuration file: ", err) 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /package/config/viper.go: -------------------------------------------------------------------------------- 1 | package config 2 | 3 | import ( 4 | "github.com/spf13/viper" 5 | ) 6 | 7 | func UnmarshalKey(key string, rawVal interface{}, opts ...viper.DecoderConfigOption) error { 8 | return v.UnmarshalKey(key, rawVal, opts...) 9 | } 10 | 11 | func GetString(key string) string { 12 | return v.GetString(key) 13 | } 14 | -------------------------------------------------------------------------------- /package/database/provider.go: -------------------------------------------------------------------------------- 1 | package database 2 | 3 | import "gorm.io/gorm" 4 | import "gorm.io/driver/mysql" 5 | 6 | func Initialize(config Config) error { 7 | var err error 8 | 9 | db, err = gorm.Open(mysql.Open(config.Addr), &gorm.Config{}) 10 | 11 | if err != nil { 12 | return err 13 | } 14 | 15 | return nil 16 | } 17 | -------------------------------------------------------------------------------- /package/toolkit/string.go: -------------------------------------------------------------------------------- 1 | package toolkit 2 | 3 | import "strings" 4 | 5 | func MaskString(value string, percent float64) string { 6 | maskLength := int(float64(len(value)) * percent) 7 | 8 | if maskLength == 0 { 9 | return value 10 | } 11 | 12 | firstLength := (len(value) - maskLength) / 2 13 | 14 | return value[0:firstLength] + strings.Repeat("*", maskLength) + value[firstLength+maskLength:] 15 | } 16 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM golang:1.19 AS builder 2 | 3 | WORKDIR /src 4 | 5 | COPY go.mod go.sum ./ 6 | 7 | RUN go mod download 8 | 9 | COPY . . 10 | 11 | RUN CGO_ENABLED=0 go build -o ./server ./cmd 12 | 13 | FROM alpine:3 14 | 15 | ENV ENDPOINT_CONFIG_PATH=/app/config.yaml 16 | 17 | WORKDIR /app 18 | 19 | COPY --from=builder /src/server /src/config.yaml ./ 20 | 21 | EXPOSE 8080 22 | 23 | ENTRYPOINT ["/app/server"] 24 | -------------------------------------------------------------------------------- /package/toolkit/request.go: -------------------------------------------------------------------------------- 1 | package toolkit 2 | 3 | import ( 4 | "bytes" 5 | "io" 6 | "net/http" 7 | ) 8 | 9 | func ReadRequestBody(request *http.Request) ([]byte, error) { 10 | if request.ContentLength == 0 { 11 | return []byte{}, nil 12 | } 13 | 14 | buffer := &bytes.Buffer{} 15 | 16 | teaReader := io.TeeReader(request.Body, buffer) 17 | 18 | request.Body = io.NopCloser(buffer) 19 | 20 | return io.ReadAll(teaReader) 21 | } 22 | -------------------------------------------------------------------------------- /internal/client/client.go: -------------------------------------------------------------------------------- 1 | package client 2 | 3 | import "time" 4 | 5 | type Client struct { 6 | Id uint64 7 | Name string 8 | Secret string 9 | RateLimits []RateLimit `gorm:"serializer:json"` 10 | CreatedAt time.Time `gorm:"autoCreateTime"` 11 | LastUsedAt time.Time 12 | } 13 | 14 | type RateLimit struct { 15 | Model string 16 | MaxRequestsPerMinute uint64 `json:"max_requests_per_minute"` 17 | } 18 | -------------------------------------------------------------------------------- /package/redis/provider.go: -------------------------------------------------------------------------------- 1 | package redis 2 | 3 | import "github.com/redis/go-redis/v9" 4 | import "context" 5 | 6 | func Initialize(config Config) error { 7 | client = redis.NewClient(&redis.Options{ 8 | Addr: config.Addr, 9 | Password: config.Password, 10 | DB: config.DB, 11 | }) 12 | 13 | ctx = context.Background() 14 | 15 | if err := client.Ping(ctx).Err(); err != nil { 16 | return err 17 | } 18 | 19 | return nil 20 | } 21 | -------------------------------------------------------------------------------- /internal/middleware/request.go: -------------------------------------------------------------------------------- 1 | package middleware 2 | 3 | import ( 4 | "github.com/gin-gonic/gin" 5 | "github.com/google/uuid" 6 | ) 7 | 8 | func RequestId() gin.HandlerFunc { 9 | return func(c *gin.Context) { 10 | var requestId string 11 | 12 | if c.GetHeader("X-Request-Id") != "" { 13 | requestId = c.GetHeader("X-Request-Id") 14 | } else { 15 | requestId = uuid.NewString() 16 | } 17 | 18 | c.Request.Header.Set("X-Request-Id", requestId) 19 | 20 | c.Header("X-Request-Id", requestId) 21 | 22 | c.Next() 23 | } 24 | } 25 | -------------------------------------------------------------------------------- /package/toolkit/response.go: -------------------------------------------------------------------------------- 1 | package toolkit 2 | 3 | import ( 4 | "bytes" 5 | 6 | "github.com/gin-gonic/gin" 7 | ) 8 | 9 | type ResponseWriter struct { 10 | gin.ResponseWriter 11 | Buffer bytes.Buffer 12 | } 13 | 14 | func (writer *ResponseWriter) Write(b []byte) (int, error) { 15 | writer.Buffer.Write(b) 16 | return writer.ResponseWriter.Write(b) 17 | } 18 | 19 | func NewResponseWriter(writer gin.ResponseWriter) *ResponseWriter { 20 | return &ResponseWriter{ 21 | ResponseWriter: writer, 22 | Buffer: bytes.Buffer{}, 23 | } 24 | } 25 | -------------------------------------------------------------------------------- /internal/core/logger.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | import ( 4 | "fmt" 5 | 6 | "github.com/ramzeng/ai-endpoint/package/config" 7 | "github.com/ramzeng/ai-endpoint/package/logger" 8 | ) 9 | 10 | func InitializeLogger() { 11 | var loggerConfig logger.Config 12 | 13 | err := config.UnmarshalKey("logger", &loggerConfig) 14 | 15 | if err != nil { 16 | fmt.Print("[Core]: parse logger config failed", err) 17 | return 18 | } 19 | 20 | err = logger.Initialize(loggerConfig) 21 | 22 | if err != nil { 23 | fmt.Print("[Core]: logger initialization failed", err) 24 | } 25 | } 26 | -------------------------------------------------------------------------------- /internal/core/azure.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | import ( 4 | "github.com/ramzeng/ai-endpoint/package/azure" 5 | "github.com/ramzeng/ai-endpoint/package/config" 6 | "github.com/ramzeng/ai-endpoint/package/logger" 7 | "go.uber.org/zap" 8 | ) 9 | 10 | func InitializeAzureProxy() { 11 | var azureProxyConfig azure.Config 12 | 13 | err := config.UnmarshalKey("azure.openai", &azureProxyConfig) 14 | 15 | if err != nil { 16 | logger.Error("app", "[Core]: parse azure config failed", zap.Error(err)) 17 | return 18 | } 19 | 20 | azure.Initialize(azureProxyConfig, logger.Channel("app")) 21 | } 22 | -------------------------------------------------------------------------------- /package/toolkit/pool.go: -------------------------------------------------------------------------------- 1 | package toolkit 2 | 3 | import "sync" 4 | 5 | type BytesBufferPool struct { 6 | defaultSize int 7 | pool sync.Pool 8 | } 9 | 10 | func (p *BytesBufferPool) Get() []byte { 11 | return p.pool.Get().([]byte) 12 | } 13 | 14 | func (p *BytesBufferPool) Put(bs []byte) { 15 | p.pool.Put(bs) 16 | } 17 | 18 | func NewBytesBufferPool(defaultSize int) *BytesBufferPool { 19 | p := &BytesBufferPool{ 20 | defaultSize: defaultSize, 21 | pool: sync.Pool{ 22 | New: func() interface{} { 23 | return make([]byte, defaultSize) 24 | }, 25 | }, 26 | } 27 | return p 28 | } 29 | -------------------------------------------------------------------------------- /internal/middleware/timeout.go: -------------------------------------------------------------------------------- 1 | package middleware 2 | 3 | import ( 4 | "net/http" 5 | "time" 6 | 7 | "github.com/gin-contrib/timeout" 8 | "github.com/gin-gonic/gin" 9 | "github.com/ramzeng/ai-endpoint/package/error" 10 | ) 11 | 12 | func Timeout() gin.HandlerFunc { 13 | return timeout.New( 14 | timeout.WithTimeout(60*time.Second), 15 | timeout.WithHandler(func(c *gin.Context) { 16 | c.Next() 17 | }), 18 | timeout.WithResponse(func(c *gin.Context) { 19 | c.AbortWithStatusJSON(http.StatusGatewayTimeout, gin.H{ 20 | "error": error.GatewayTimeout("request timeout"), 21 | }) 22 | }), 23 | ) 24 | } 25 | -------------------------------------------------------------------------------- /package/azure/transport.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import ( 4 | "net" 5 | "net/http" 6 | "time" 7 | ) 8 | 9 | var DefaultTransport http.RoundTripper = &http.Transport{ 10 | Proxy: http.ProxyFromEnvironment, 11 | DialContext: (&net.Dialer{ 12 | Timeout: 30 * time.Second, 13 | KeepAlive: 30 * time.Second, 14 | }).DialContext, 15 | ForceAttemptHTTP2: true, 16 | MaxConnsPerHost: 200, 17 | MaxIdleConnsPerHost: 10, 18 | MaxIdleConns: 200, 19 | IdleConnTimeout: 90 * time.Second, 20 | ResponseHeaderTimeout: 60 * time.Second, 21 | TLSHandshakeTimeout: 10 * time.Second, 22 | ExpectContinueTimeout: 1 * time.Second, 23 | } 24 | -------------------------------------------------------------------------------- /internal/core/redis.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | import ( 4 | "github.com/ramzeng/ai-endpoint/package/config" 5 | "github.com/ramzeng/ai-endpoint/package/logger" 6 | "github.com/ramzeng/ai-endpoint/package/redis" 7 | "go.uber.org/zap" 8 | ) 9 | 10 | func InitializeRedis() { 11 | var redisConfig redis.Config 12 | 13 | err := config.UnmarshalKey("redis", &redisConfig) 14 | 15 | if err != nil { 16 | logger.Error("app", "[Core]: parse redis config failed", zap.Error(err)) 17 | return 18 | } 19 | 20 | err = redis.Initialize(redisConfig) 21 | 22 | if err != nil { 23 | logger.Error("app", "[Core]: redis initialization failed", zap.Error(err)) 24 | } 25 | } 26 | -------------------------------------------------------------------------------- /internal/core/database.go: -------------------------------------------------------------------------------- 1 | package core 2 | 3 | import ( 4 | "github.com/ramzeng/ai-endpoint/package/config" 5 | "github.com/ramzeng/ai-endpoint/package/database" 6 | "github.com/ramzeng/ai-endpoint/package/logger" 7 | "go.uber.org/zap" 8 | ) 9 | 10 | func InitializeDatabase() { 11 | var databaseConfig database.Config 12 | 13 | err := config.UnmarshalKey("database", &databaseConfig) 14 | 15 | if err != nil { 16 | logger.Error("app", "[Core]: parse database config failed", zap.Error(err)) 17 | return 18 | } 19 | 20 | err = database.Initialize(databaseConfig) 21 | 22 | if err != nil { 23 | logger.Error("app", "[Core]: database initialization failed", zap.Error(err)) 24 | } 25 | } 26 | -------------------------------------------------------------------------------- /cmd/main.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "github.com/gin-gonic/gin" 5 | "github.com/ramzeng/ai-endpoint/internal/azure" 6 | "github.com/ramzeng/ai-endpoint/internal/core" 7 | "github.com/ramzeng/ai-endpoint/internal/middleware" 8 | "github.com/ramzeng/ai-endpoint/package/config" 9 | "os" 10 | ) 11 | 12 | func main() { 13 | core.ReadConfig(os.Getenv("ENDPOINT_CONFIG_PATH")) 14 | core.Boot() 15 | 16 | gin.SetMode(config.GetString("gin.mode")) 17 | 18 | server := gin.New() 19 | 20 | server.Use( 21 | middleware.RequestId(), 22 | middleware.Logger(), 23 | middleware.Auth(), 24 | middleware.Limiter(), 25 | gin.Recovery(), 26 | ) 27 | 28 | azure.RegisterRoutes(server) 29 | 30 | _ = server.Run(":8080") 31 | } 32 | -------------------------------------------------------------------------------- /package/redis/redis.go: -------------------------------------------------------------------------------- 1 | package redis 2 | 3 | import ( 4 | "github.com/redis/go-redis/v9" 5 | "time" 6 | ) 7 | 8 | func Client() *redis.Client { 9 | return client 10 | } 11 | 12 | func IncrNX(key string, expiration time.Duration) (uint64, error) { 13 | script := redis.NewScript(` 14 | local hits = tonumber(redis.call('INCR', KEYS[1])) 15 | 16 | if redis.call('TTL', KEYS[1]) == -1 then 17 | redis.call('EXPIRE', KEYS[1], ARGV[1]) 18 | end 19 | 20 | return hits 21 | `) 22 | 23 | return script.Run(ctx, client, []string{key}, expiration.Seconds()).Uint64() 24 | } 25 | 26 | func Incr(key string) (uint64, error) { 27 | return client.Incr(ctx, key).Uint64() 28 | } 29 | 30 | func SetNX(key string, value interface{}, expiration time.Duration) (bool, error) { 31 | return client.SetNX(ctx, key, value, expiration).Result() 32 | } 33 | 34 | func TTL(key string) (time.Duration, error) { 35 | return client.TTL(ctx, key).Result() 36 | } 37 | -------------------------------------------------------------------------------- /package/logger/logger.go: -------------------------------------------------------------------------------- 1 | package logger 2 | 3 | import ( 4 | "go.uber.org/zap" 5 | ) 6 | 7 | func Channel(channel string) *zap.Logger { 8 | return loggers[channel] 9 | } 10 | 11 | func Debug(channel string, message string, fields ...zap.Field) { 12 | loggers[channel].Debug(message, fields...) 13 | } 14 | 15 | func Info(channel string, message string, fields ...zap.Field) { 16 | loggers[channel].Info(message, fields...) 17 | } 18 | 19 | func Warn(channel string, message string, fields ...zap.Field) { 20 | loggers[channel].Warn(message, fields...) 21 | } 22 | 23 | func Error(channel string, message string, fields ...zap.Field) { 24 | loggers[channel].Error(message, fields...) 25 | } 26 | 27 | func Fatal(channel string, message string, fields ...zap.Field) { 28 | loggers[channel].Fatal(message, fields...) 29 | } 30 | 31 | func Panic(channel string, message string, fields ...zap.Field) { 32 | loggers[channel].Panic(message, fields...) 33 | } 34 | -------------------------------------------------------------------------------- /package/balancer/balancer.go: -------------------------------------------------------------------------------- 1 | package balancer 2 | 3 | import ( 4 | "sync" 5 | ) 6 | 7 | func NewBalancer() *Balancer { 8 | return &Balancer{ 9 | peers: make([]PeerInterface, 0), 10 | } 11 | } 12 | 13 | type Balancer struct { 14 | peers []PeerInterface 15 | mutex sync.Mutex 16 | } 17 | 18 | func (s *Balancer) AddPeer(peer PeerInterface) { 19 | s.peers = append(s.peers, peer) 20 | } 21 | 22 | func (s *Balancer) GetNextPeer() PeerInterface { 23 | s.mutex.Lock() 24 | defer s.mutex.Unlock() 25 | 26 | if len(s.peers) < 1 { 27 | return nil 28 | } 29 | 30 | var totalWeight int64 31 | 32 | selectedPeer := s.peers[0] 33 | 34 | for _, p := range s.peers { 35 | totalWeight += p.GetEffectiveWeight() 36 | p.IncreaseCurrentWeight(p.GetEffectiveWeight()) 37 | 38 | if p.GetCurrentWeight() > selectedPeer.GetCurrentWeight() { 39 | selectedPeer = p 40 | } 41 | } 42 | 43 | selectedPeer.DecreaseCurrentWeight(totalWeight) 44 | 45 | return selectedPeer 46 | } 47 | -------------------------------------------------------------------------------- /internal/middleware/auth.go: -------------------------------------------------------------------------------- 1 | package middleware 2 | 3 | import ( 4 | "net/http" 5 | "strings" 6 | 7 | "github.com/gin-gonic/gin" 8 | "github.com/ramzeng/ai-endpoint/internal/client" 9 | "github.com/ramzeng/ai-endpoint/package/database" 10 | "github.com/ramzeng/ai-endpoint/package/error" 11 | ) 12 | 13 | func Auth() gin.HandlerFunc { 14 | return func(c *gin.Context) { 15 | token := c.GetHeader("Authorization") 16 | 17 | if token == "" || !strings.HasPrefix(token, "Bearer ") { 18 | c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{ 19 | "error": error.Unauthorized(), 20 | }) 21 | return 22 | } 23 | 24 | secret := strings.TrimPrefix(token, "Bearer ") 25 | 26 | var requestClient client.Client 27 | 28 | results := database.Where("secret = ?", secret).First(&requestClient) 29 | 30 | if results.RowsAffected == 0 { 31 | c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{ 32 | "error": error.Unauthorized(), 33 | }) 34 | return 35 | } 36 | 37 | c.Set("client", requestClient) 38 | c.Next() 39 | } 40 | } 41 | -------------------------------------------------------------------------------- /package/azure/provider.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import ( 4 | "net/url" 5 | 6 | "github.com/ramzeng/ai-endpoint/package/balancer" 7 | "go.uber.org/zap" 8 | ) 9 | 10 | func Initialize(azureProxyConfig Config, logger *zap.Logger) { 11 | balancers = map[string]*balancer.Balancer{} 12 | 13 | for _, model := range azureProxyConfig.Models { 14 | balancers[model] = balancer.NewBalancer() 15 | 16 | for _, peerConfig := range azureProxyConfig.Peers { 17 | for _, deployment := range peerConfig.Deployments { 18 | b, ok := balancers[deployment.Model] 19 | 20 | if !ok { 21 | continue 22 | } 23 | 24 | endpoint, _ := url.Parse(peerConfig.Endpoint) 25 | 26 | peer := &Peer{ 27 | Key: peerConfig.Key, 28 | Endpoint: endpoint, 29 | Deployments: peerConfig.Deployments, 30 | logger: logger, 31 | } 32 | 33 | peer.Weight = peerConfig.Weight 34 | peer.EffectiveWeight = peerConfig.Weight 35 | 36 | peer.InitializeReverseProxy() 37 | 38 | b.AddPeer(peer) 39 | } 40 | } 41 | } 42 | } 43 | 44 | func SelectPeerByModel(model string) *Peer { 45 | return balancers[model].GetNextPeer().(*Peer) 46 | } 47 | -------------------------------------------------------------------------------- /package/error/http.go: -------------------------------------------------------------------------------- 1 | package error 2 | 3 | import ( 4 | "net/http" 5 | 6 | "github.com/spf13/cast" 7 | ) 8 | 9 | type Error struct { 10 | Code string `json:"code"` 11 | Message string `json:"message"` 12 | Type string `json:"type"` 13 | Parameters string `json:"param"` 14 | } 15 | 16 | func TooManyRequests() Error { 17 | return Error{ 18 | Code: cast.ToString(http.StatusTooManyRequests), 19 | Message: "too many requests", 20 | } 21 | } 22 | 23 | func InternalServerError() Error { 24 | return Error{ 25 | Code: cast.ToString(http.StatusInternalServerError), 26 | Message: "internal server error", 27 | } 28 | } 29 | 30 | func Unauthorized() Error { 31 | return Error{ 32 | Code: cast.ToString(http.StatusUnauthorized), 33 | Message: "unauthorized", 34 | } 35 | } 36 | 37 | func Forbidden(message string) Error { 38 | return Error{ 39 | Code: cast.ToString(http.StatusForbidden), 40 | Message: message, 41 | } 42 | } 43 | 44 | func BadRequest(message string) Error { 45 | return Error{ 46 | Code: cast.ToString(http.StatusBadRequest), 47 | Message: message, 48 | } 49 | } 50 | 51 | func GatewayTimeout(message string) Error { 52 | return Error{ 53 | Code: cast.ToString(http.StatusGatewayTimeout), 54 | Message: message, 55 | } 56 | } 57 | -------------------------------------------------------------------------------- /package/balancer/peer.go: -------------------------------------------------------------------------------- 1 | package balancer 2 | 3 | import "sync" 4 | 5 | type PeerInterface interface { 6 | GetEffectiveWeight() int64 7 | GetCurrentWeight() int64 8 | SetCurrentWeight(currentWeight int64) 9 | IncreaseCurrentWeight(increase int64) 10 | DecreaseCurrentWeight(decrease int64) 11 | IncreaseEffectiveWeight(increase int64) 12 | } 13 | 14 | type Peer struct { 15 | Weight int64 16 | CurrentWeight int64 17 | EffectiveWeight int64 18 | mutex sync.Mutex 19 | } 20 | 21 | func (p *Peer) GetEffectiveWeight() int64 { 22 | return p.EffectiveWeight 23 | } 24 | 25 | func (p *Peer) GetCurrentWeight() int64 { 26 | return p.CurrentWeight 27 | } 28 | 29 | func (p *Peer) SetCurrentWeight(currentWeight int64) { 30 | p.CurrentWeight = currentWeight 31 | } 32 | 33 | func (p *Peer) IncreaseCurrentWeight(increase int64) { 34 | p.CurrentWeight += increase 35 | } 36 | 37 | func (p *Peer) DecreaseCurrentWeight(decrease int64) { 38 | p.CurrentWeight -= decrease 39 | } 40 | 41 | func (p *Peer) IncreaseEffectiveWeight(delta int64) { 42 | p.mutex.Lock() 43 | defer p.mutex.Unlock() 44 | 45 | p.EffectiveWeight += delta 46 | 47 | if p.EffectiveWeight > p.Weight { 48 | p.EffectiveWeight = p.Weight 49 | } 50 | 51 | if p.EffectiveWeight < 1 { 52 | p.EffectiveWeight = 1 53 | } 54 | } 55 | -------------------------------------------------------------------------------- /config.yaml.example: -------------------------------------------------------------------------------- 1 | logger: 2 | channels: 3 | - name: app 4 | filename: /var/log/app.log 5 | maxSize: 1 6 | maxAge: 30 7 | maxBackups: 10 8 | compress: false 9 | level: info 10 | - name: request 11 | filename: /var/log/request.log 12 | maxSize: 1 13 | maxAge: 30 14 | maxBackups: 10 15 | compress: false 16 | level: info 17 | database: 18 | addr: root:password@tcp(127.0.0.1:3306)/endpoints?charset=utf8mb4&parseTime=True&loc=Local 19 | redis: 20 | addr: 127.0.0.1:6379 21 | password: "" 22 | db: 0 23 | azure: 24 | openai: 25 | models: 26 | - gpt-3.5-turbo 27 | - gpt-4 28 | - gpt-4-32k 29 | peers: 30 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 31 | endpoint: https://api.openai.com 32 | weight: 20 33 | deployments: 34 | - model: gpt-3.5-turbo 35 | # if you want to use the original openai model, set isOpenAI to true 36 | isOpenAI: true 37 | - model: gpt-4 38 | isOpenAI: true 39 | - model: gpt-4-32k 40 | isOpenAI: true 41 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 42 | endpoint: https://xxxxx.openai.azure.com 43 | weight: 20 44 | deployments: 45 | - name: gpt-35-turbo 46 | model: gpt-3.5-turbo 47 | version: 2023-03-15-preview 48 | - name: gpt-4 49 | model: gpt-4 50 | version: 2023-03-15-preview 51 | - name: gpt-4-32k 52 | model: gpt-4-32k 53 | version: 2023-03-15-preview 54 | -------------------------------------------------------------------------------- /package/logger/zap.go: -------------------------------------------------------------------------------- 1 | package logger 2 | 3 | import ( 4 | "github.com/natefinch/lumberjack" 5 | "go.uber.org/zap" 6 | "go.uber.org/zap/zapcore" 7 | ) 8 | 9 | func Initialize(config Config) error { 10 | loggers = map[string]*zap.Logger{} 11 | 12 | encoderConfig := zapcore.EncoderConfig{ 13 | TimeKey: "time", 14 | LevelKey: "level", 15 | NameKey: "logger", 16 | CallerKey: "caller", 17 | FunctionKey: zapcore.OmitKey, 18 | MessageKey: "message", 19 | StacktraceKey: "stacktrace", 20 | LineEnding: zapcore.DefaultLineEnding, 21 | EncodeLevel: zapcore.LowercaseLevelEncoder, 22 | EncodeTime: zapcore.ISO8601TimeEncoder, 23 | EncodeDuration: zapcore.MillisDurationEncoder, 24 | EncodeCaller: zapcore.ShortCallerEncoder, 25 | } 26 | 27 | jsonEncoder := zapcore.NewJSONEncoder(encoderConfig) 28 | 29 | for _, channel := range config.Channels { 30 | lumberJackLogger := &lumberjack.Logger{ 31 | Filename: channel.Filename, 32 | MaxSize: channel.MaxSize, // megabytes 33 | MaxBackups: channel.MaxBackups, // number of backups 34 | MaxAge: channel.MaxAge, // days 35 | Compress: channel.Compress, 36 | } 37 | 38 | writeSyncer := zapcore.AddSync(lumberJackLogger) 39 | 40 | var level zapcore.Level 41 | 42 | err := level.UnmarshalText([]byte(channel.Level)) 43 | 44 | if err != nil { 45 | return err 46 | } 47 | 48 | core := zapcore.NewCore(jsonEncoder, writeSyncer, level) 49 | 50 | loggers[channel.Name] = zap.New( 51 | core, 52 | zap.AddCaller(), 53 | zap.AddCallerSkip(1), 54 | zap.AddStacktrace(zapcore.ErrorLevel), 55 | ) 56 | } 57 | 58 | return nil 59 | } 60 | -------------------------------------------------------------------------------- /internal/azure/proxy.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import ( 4 | "fmt" 5 | "net/http" 6 | 7 | "github.com/gin-gonic/gin" 8 | "github.com/gin-gonic/gin/binding" 9 | "github.com/ramzeng/ai-endpoint/package/azure" 10 | "github.com/ramzeng/ai-endpoint/package/error" 11 | "github.com/ramzeng/ai-endpoint/package/logger" 12 | "github.com/ramzeng/ai-endpoint/package/toolkit" 13 | "go.uber.org/zap" 14 | ) 15 | 16 | type ProxyRequest struct { 17 | Model string `binding:"required,oneof=gpt-4-32k gpt-4 gpt-3.5-turbo"` 18 | } 19 | 20 | func Proxy(c *gin.Context) { 21 | body, err := toolkit.ReadRequestBody(c.Request) 22 | 23 | if err != nil { 24 | c.AbortWithStatusJSON(http.StatusInternalServerError, gin.H{ 25 | "error": error.BadRequest("please check the request body format."), 26 | }) 27 | return 28 | } 29 | 30 | var request ProxyRequest 31 | 32 | if err := binding.JSON.BindBody(body, &request); err != nil { 33 | c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{ 34 | "error": error.BadRequest("please check the model parameter."), 35 | }) 36 | return 37 | } 38 | 39 | peer := azure.SelectPeerByModel(request.Model) 40 | 41 | if peer == nil { 42 | logger.Error( 43 | "app", 44 | fmt.Sprintf("[Azure]: failed to get %s peer service", request.Model), 45 | zap.String("event", "select_azure_proxy_peer_error"), 46 | ) 47 | c.AbortWithStatusJSON(http.StatusInternalServerError, gin.H{ 48 | "error": error.InternalServerError(), 49 | }) 50 | return 51 | } 52 | 53 | c.Request.Header.Set("X-OpenAI-Model", request.Model) 54 | 55 | peer.ServeHTTP(c.Writer, c.Request) 56 | 57 | if c.Writer.Header().Get("Content-Type") == "text/event-stream" { 58 | if _, err := c.Writer.Write([]byte{'\n'}); err != nil { 59 | logger.Error( 60 | "app", 61 | "[Azure]: failed to write SSE newline", 62 | zap.String("event", "azure_proxy_sse_error"), 63 | zap.Error(err), 64 | ) 65 | } 66 | } 67 | } 68 | -------------------------------------------------------------------------------- /internal/middleware/limiter.go: -------------------------------------------------------------------------------- 1 | package middleware 2 | 3 | import ( 4 | "fmt" 5 | "net/http" 6 | "time" 7 | 8 | "github.com/gin-gonic/gin" 9 | "github.com/gin-gonic/gin/binding" 10 | "github.com/ramzeng/ai-endpoint/internal/client" 11 | "github.com/ramzeng/ai-endpoint/package/error" 12 | "github.com/ramzeng/ai-endpoint/package/logger" 13 | "github.com/ramzeng/ai-endpoint/package/redis" 14 | "github.com/ramzeng/ai-endpoint/package/toolkit" 15 | "github.com/spf13/cast" 16 | "go.uber.org/zap" 17 | ) 18 | 19 | type limiterRequest struct { 20 | Model string 21 | Version string 22 | } 23 | 24 | func Limiter() gin.HandlerFunc { 25 | return func(c *gin.Context) { 26 | if c.Request.Method == http.MethodHead || c.Request.Method == http.MethodGet { 27 | c.Next() 28 | return 29 | } 30 | 31 | client := c.MustGet("client").(client.Client) 32 | 33 | body, _ := toolkit.ReadRequestBody(c.Request) 34 | 35 | var request limiterRequest 36 | 37 | _ = binding.JSON.BindBody(body, &request) 38 | 39 | if request.Model == "" && request.Version == "" { 40 | c.AbortWithStatusJSON(http.StatusForbidden, gin.H{ 41 | "error": error.BadRequest("resource parameter missing"), 42 | }) 43 | return 44 | } 45 | 46 | for _, rateLimit := range client.RateLimits { 47 | if rateLimit.Model != request.Model && rateLimit.Model != request.Version { 48 | continue 49 | } 50 | 51 | if rateLimit.MaxRequestsPerMinute <= 0 { 52 | continue 53 | } 54 | 55 | key := fmt.Sprintf( 56 | "limiter_%d_%s_%d", 57 | client.Id, 58 | rateLimit.Model, 59 | rateLimit.MaxRequestsPerMinute, 60 | ) 61 | 62 | hits, err := redis.IncrNX(key, time.Minute) 63 | 64 | if err != nil { 65 | logger.Error( 66 | "app", 67 | "[Limiter]: hits increment failed", 68 | zap.String("event", "request_limiter_error"), 69 | zap.Error(err), 70 | ) 71 | c.Next() 72 | return 73 | } 74 | 75 | ttl, err := redis.TTL(key) 76 | 77 | if err != nil { 78 | logger.Error( 79 | "app", 80 | "[Limiter]: get hits ttl failed", 81 | zap.String("event", "request_limiter_error"), 82 | zap.Error(err), 83 | ) 84 | c.Next() 85 | return 86 | } 87 | 88 | var remaining uint64 89 | 90 | if rateLimit.MaxRequestsPerMinute > hits { 91 | remaining = rateLimit.MaxRequestsPerMinute - hits 92 | } 93 | 94 | c.Header("X-RateLimit-Limit", cast.ToString(rateLimit.MaxRequestsPerMinute)) 95 | c.Header("X-RateLimit-Remaining", cast.ToString(remaining)) 96 | c.Header("X-RateLimit-Reset", cast.ToString(time.Now().Add(ttl).Unix())) 97 | 98 | if hits <= rateLimit.MaxRequestsPerMinute { 99 | c.Next() 100 | return 101 | } 102 | 103 | c.AbortWithStatusJSON(http.StatusTooManyRequests, gin.H{ 104 | "error": error.TooManyRequests(), 105 | }) 106 | return 107 | } 108 | 109 | c.AbortWithStatusJSON(http.StatusForbidden, gin.H{ 110 | "error": error.Forbidden("no resource access permission"), 111 | }) 112 | } 113 | } 114 | -------------------------------------------------------------------------------- /go.mod: -------------------------------------------------------------------------------- 1 | module github.com/ramzeng/ai-endpoint 2 | 3 | go 1.19 4 | 5 | require ( 6 | github.com/andybalholm/brotli v1.1.0 7 | github.com/gin-contrib/timeout v0.0.6 8 | github.com/gin-gonic/gin v1.9.1 9 | github.com/google/uuid v1.6.0 10 | github.com/natefinch/lumberjack v2.0.0+incompatible 11 | github.com/redis/go-redis/v9 v9.4.0 12 | github.com/spf13/cast v1.6.0 13 | github.com/spf13/viper v1.18.2 14 | github.com/tidwall/gjson v1.17.0 15 | go.uber.org/zap v1.26.0 16 | gorm.io/driver/mysql v1.5.2 17 | gorm.io/gorm v1.25.6 18 | ) 19 | 20 | require ( 21 | github.com/bytedance/sonic v1.10.2 // indirect 22 | github.com/cespare/xxhash/v2 v2.2.0 // indirect 23 | github.com/chenzhuoyu/base64x v0.0.0-20230717121745-296ad89f973d // indirect 24 | github.com/chenzhuoyu/iasm v0.9.0 // indirect 25 | github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect 26 | github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect 27 | github.com/fsnotify/fsnotify v1.7.0 // indirect 28 | github.com/gabriel-vasile/mimetype v1.4.3 // indirect 29 | github.com/gin-contrib/sse v0.1.0 // indirect 30 | github.com/go-playground/locales v0.14.1 // indirect 31 | github.com/go-playground/universal-translator v0.18.1 // indirect 32 | github.com/go-playground/validator/v10 v10.17.0 // indirect 33 | github.com/go-sql-driver/mysql v1.7.1 // indirect 34 | github.com/goccy/go-json v0.10.2 // indirect 35 | github.com/hashicorp/hcl v1.0.0 // indirect 36 | github.com/jinzhu/inflection v1.0.0 // indirect 37 | github.com/jinzhu/now v1.1.5 // indirect 38 | github.com/json-iterator/go v1.1.12 // indirect 39 | github.com/klauspost/cpuid/v2 v2.2.6 // indirect 40 | github.com/leodido/go-urn v1.4.0 // indirect 41 | github.com/magiconair/properties v1.8.7 // indirect 42 | github.com/mattn/go-isatty v0.0.20 // indirect 43 | github.com/mitchellh/mapstructure v1.5.0 // indirect 44 | github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect 45 | github.com/modern-go/reflect2 v1.0.2 // indirect 46 | github.com/pelletier/go-toml/v2 v2.1.1 // indirect 47 | github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect 48 | github.com/sagikazarmark/locafero v0.4.0 // indirect 49 | github.com/sagikazarmark/slog-shim v0.1.0 // indirect 50 | github.com/sourcegraph/conc v0.3.0 // indirect 51 | github.com/spf13/afero v1.11.0 // indirect 52 | github.com/spf13/jwalterweatherman v1.1.0 // indirect 53 | github.com/spf13/pflag v1.0.5 // indirect 54 | github.com/stretchr/objx v0.5.0 // indirect 55 | github.com/stretchr/testify v1.8.4 // indirect 56 | github.com/subosito/gotenv v1.6.0 // indirect 57 | github.com/tidwall/match v1.1.1 // indirect 58 | github.com/tidwall/pretty v1.2.1 // indirect 59 | github.com/twitchyliquid64/golang-asm v0.15.1 // indirect 60 | github.com/ugorji/go/codec v1.2.12 // indirect 61 | go.uber.org/atomic v1.11.0 // indirect 62 | go.uber.org/multierr v1.11.0 // indirect 63 | golang.org/x/arch v0.7.0 // indirect 64 | golang.org/x/crypto v0.18.0 // indirect 65 | golang.org/x/exp v0.0.0-20230905200255-921286631fa9 // indirect 66 | golang.org/x/net v0.20.0 // indirect 67 | golang.org/x/sys v0.16.0 // indirect 68 | golang.org/x/text v0.14.0 // indirect 69 | google.golang.org/protobuf v1.32.0 // indirect 70 | gopkg.in/ini.v1 v1.67.0 // indirect 71 | gopkg.in/natefinch/lumberjack.v2 v2.2.1 // indirect 72 | gopkg.in/yaml.v3 v3.0.1 // indirect 73 | ) 74 | -------------------------------------------------------------------------------- /README-CN.md: -------------------------------------------------------------------------------- 1 | # AI Endpoint 2 | 3 | ## 简介 4 | **简体中文** | [English](https://github.com/ramzeng/ai-endpoint/blob/main/README.md) 5 | 6 | 一款提供统一接口的 AI 接入点代理层，支持多租户，并具有负载均衡、速率限制和日志记录等能力。 7 | 8 | ## 具备能力 9 | - [x] Azure API 代理 10 | - [x] 兼容 OpenAI API 格式 11 | - [x] API Keys 负载均衡 12 | - [x] 加权轮询 13 | - [x] 自适应权重 14 | - [x] 多租户 15 | - [x] 请求鉴权 16 | - [x] 配置隔离 17 | - [x] 限流能力 18 | - [x] 租户级别限流 19 | - [x] 模型级别限流 20 | - [x] 日志记录能力 21 | - [x] 多通道写入 22 | - [x] 文件切割 23 | - [x] 容器化部署 24 | 25 | ## 支持路由 26 | - POST /v1/chat/completions 27 | 28 | ## 调用方式 29 | ```bash 30 | curl --location 'localhost:8080/v1/chat/completions' \ 31 | --header 'Content-Type: application/json' \ 32 | --header 'Authorization: Bearer xxxx-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' \ 33 | --data '{ 34 | "stream": true, 35 | "model": "gpt-3.5-turbo", 36 | "messages": [ 37 | { 38 | "role": "system", 39 | "content": "You are a helpful assistant." 40 | }, 41 | { 42 | "role": "user", 43 | "content": "Does Azure OpenAI support customer managed keys?" 44 | }, 45 | { 46 | "role": "assistant", 47 | "content": "Yes, customer managed keys are supported by Azure OpenAI." 48 | }, 49 | { 50 | "role": "user", 51 | "content": "Do other Azure Cognitive Services support this too?" 52 | } 53 | ] 54 | }' 55 | ``` 56 | 57 | ## 依赖拓展 58 | - [gin](https://github.com/gin-gonic/gin) 59 | - [google/uuid](https://github.com/google/uuid) 60 | - [redis/go-redis](https://github.com/redis/go-redis/v9) 61 | - [spf13/cast](https://github.com/spf13/cast) 62 | - [spf13/viper](https://github.com/spf13/viper) 63 | - [go.uber.org/zap](https://github.com/uber-go/zap) 64 | - [gorm.io/mysql](https://github.com/go-gorm/mysql) 65 | - [gorm.io/gorm](https://github.com/go-gorm/gorm) 66 | - [tidwall/gjson](https://github.com/tidwall/gjson) 67 | 68 | ## 配置文件 69 | ```yaml 70 | logger: 71 | channels: 72 | - name: app 73 | filename: /var/log/app.log 74 | maxSize: 1 75 | maxAge: 30 76 | maxBackups: 10 77 | compress: false 78 | level: info 79 | - name: request 80 | filename: /var/log/request.log 81 | maxSize: 1 82 | maxAge: 30 83 | maxBackups: 10 84 | compress: false 85 | level: info 86 | database: 87 | addr: root:password@tcp(127.0.0.1:3306)/endpoints?charset=utf8mb4&parseTime=True&loc=Local 88 | redis: 89 | addr: 127.0.0.1:6379 90 | password: "" 91 | db: 0 92 | azure: 93 | openai: 94 | models: 95 | - gpt-3.5-turbo 96 | - gpt-4 97 | - gpt-4-32k 98 | peers: 99 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 100 | endpoint: https://api.openai.com 101 | weight: 20 102 | deployments: 103 | - model: gpt-3.5-turbo 104 | # if you want to use the original openai model, set isOpenAI to true 105 | isOpenAI: true 106 | - model: gpt-4 107 | isOpenAI: true 108 | - model: gpt-4-32k 109 | isOpenAI: true 110 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 111 | endpoint: https://xxxxx.openai.azure.com 112 | weight: 20 113 | deployments: 114 | - name: gpt-35-turbo 115 | model: gpt-3.5-turbo 116 | version: 2023-03-15-preview 117 | - name: gpt-4 118 | model: gpt-4 119 | version: 2023-03-15-preview 120 | - name: gpt-4-32k 121 | model: gpt-4-32k 122 | version: 2023-03-15-preview 123 | 124 | ``` 125 | -------------------------------------------------------------------------------- /internal/middleware/logger.go: -------------------------------------------------------------------------------- 1 | package middleware 2 | 3 | import ( 4 | "bytes" 5 | "compress/flate" 6 | "compress/gzip" 7 | "io" 8 | "time" 9 | 10 | "github.com/andybalholm/brotli" 11 | "github.com/gin-gonic/gin" 12 | "github.com/gin-gonic/gin/binding" 13 | "github.com/ramzeng/ai-endpoint/internal/client" 14 | "github.com/ramzeng/ai-endpoint/package/logger" 15 | "github.com/ramzeng/ai-endpoint/package/toolkit" 16 | "github.com/spf13/cast" 17 | "github.com/tidwall/gjson" 18 | "go.uber.org/zap" 19 | ) 20 | 21 | func formatBody(body []byte) (map[string]interface{}, error) { 22 | formattedBody := map[string]interface{}{} 23 | 24 | if len(body) == 0 { 25 | return formattedBody, nil 26 | } 27 | 28 | err := binding.JSON.BindBody(body, &formattedBody) 29 | 30 | if err != nil { 31 | return nil, err 32 | } 33 | 34 | return formattedBody, nil 35 | } 36 | 37 | func Logger() gin.HandlerFunc { 38 | return func(c *gin.Context) { 39 | start := time.Now() 40 | body, _ := toolkit.ReadRequestBody(c.Request) 41 | formattedRequestBody := gjson.ParseBytes(body).Value() 42 | writer := toolkit.NewResponseWriter(c.Writer) 43 | c.Writer = writer 44 | 45 | c.Next() 46 | 47 | latency := time.Since(start) 48 | 49 | var requestClient client.Client 50 | value, exists := c.Get("client") 51 | if exists { 52 | requestClient = value.(client.Client) 53 | } 54 | 55 | var responseBody []byte 56 | var reader io.Reader 57 | 58 | contentEncoding := c.Writer.Header().Get("Content-Encoding") 59 | bytesReader := bytes.NewReader(writer.Buffer.Bytes()) 60 | 61 | switch contentEncoding { 62 | case "gzip": 63 | reader, _ = gzip.NewReader(bytesReader) 64 | case "deflate": 65 | reader = flate.NewReader(bytesReader) 66 | case "br": 67 | reader = brotli.NewReader(bytesReader) 68 | } 69 | 70 | if reader != nil { 71 | responseBody, _ = io.ReadAll(reader) 72 | } else { 73 | responseBody, _ = io.ReadAll(bytesReader) 74 | } 75 | 76 | formattedResponseBody := gjson.ParseBytes(responseBody).Value() 77 | 78 | logger.Info( 79 | "request", 80 | "[Logger]: request log record success", 81 | zap.Time("@timestamp", start), 82 | zap.Time("created_at", start), 83 | zap.String("ip", c.ClientIP()), 84 | zap.Int64("size", c.Request.ContentLength), 85 | zap.String("request_id", c.Request.Header.Get("X-Request-Id")), 86 | zap.Float64("request_time", latency.Seconds()), 87 | zap.String("upstream_addr", c.Request.Host), 88 | zap.Int("status", c.Writer.Status()), 89 | zap.String("request", c.Request.Method+" "+c.Request.URL.Path+" "+c.Request.Proto), 90 | zap.Any("request_query", c.Request.URL.Query()), 91 | zap.String("request_body", cast.ToString(body)), 92 | zap.Any("formatted_request_body", formattedRequestBody), 93 | zap.Any("request_header", c.Request.Header), 94 | zap.String("uri", c.Request.RequestURI), 95 | zap.String("domain", c.Request.Host), 96 | zap.String("method", c.Request.Method), 97 | zap.String("referer", c.Request.Header.Get("Referer")), 98 | zap.String("protocol", c.Request.Proto), 99 | zap.String("ua", c.Request.UserAgent()), 100 | zap.Uint64("request_client_id", requestClient.Id), 101 | zap.String("request_client_name", requestClient.Name), 102 | zap.String("request_client_ips", c.Request.Header.Get("X-Forwarded-For")), 103 | zap.Int("response_body_size", c.Writer.Size()), 104 | zap.String("response_body", string(responseBody)), 105 | zap.Any("formatted_response_body", formattedResponseBody), 106 | zap.Any("response_header", c.Writer.Header()), 107 | zap.Float64("latency", latency.Seconds()), 108 | ) 109 | } 110 | } 111 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AI Endpoint 2 | 3 | ## Introduction 4 | **English** | [简体中文](https://github.com/ramzeng/ai-endpoint/blob/main/README-CN.md) 5 | 6 | This project is an AI endpoint that provides a unified interface for AI models. It is designed to be multi-tenant, and supports load balancing, rate limiting, and logging capabilities. It is also containerized for easy deployment. 7 | 8 | ## Capabilities 9 | - [x] Azure API Proxy 10 | - [x] Compatible with OpenAI API format 11 | - [x] API Keys load balancing 12 | - [x] Weighted round-robin 13 | - [x] Adaptive weight 14 | - [x] Multi-tenant 15 | - [x] Request authentication 16 | - [x] Configuration isolation 17 | - [x] Rate limiting capabilities 18 | - [x] Tenant-level rate limiting 19 | - [x] Model-level rate limiting 20 | - [x] Logging capabilities 21 | - [x] Multi-channel writing 22 | - [x] File splitting 23 | - [x] Containerized deployment 24 | 25 | ## Supported routes 26 | - POST /v1/chat/completions 27 | 28 | ## Invocation method 29 | ```bash 30 | curl --location 'localhost:8080/v1/chat/completions' \ 31 | --header 'Content-Type: application/json' \ 32 | --header 'Authorization: Bearer xxxx-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' \ 33 | --data '{ 34 | "stream": true, 35 | "model": "gpt-3.5-turbo", 36 | "messages": [ 37 | { 38 | "role": "system", 39 | "content": "You are a helpful assistant." 40 | }, 41 | { 42 | "role": "user", 43 | "content": "Does Azure OpenAI support customer managed keys?" 44 | }, 45 | { 46 | "role": "assistant", 47 | "content": "Yes, customer managed keys are supported by Azure OpenAI." 48 | }, 49 | { 50 | "role": "user", 51 | "content": "Do other Azure Cognitive Services support this too?" 52 | } 53 | ] 54 | }' 55 | ``` 56 | 57 | ## Dependencies 58 | - [gin](https://github.com/gin-gonic/gin) 59 | - [google/uuid](https://github.com/google/uuid) 60 | - [redis/go-redis](https://github.com/redis/go-redis/v9) 61 | - [spf13/cast](https://github.com/spf13/cast) 62 | - [spf13/viper](https://github.com/spf13/viper) 63 | - [go.uber.org/zap](https://github.com/uber-go/zap) 64 | - [gorm.io/mysql](https://github.com/go-gorm/mysql) 65 | - [gorm.io/gorm](https://github.com/go-gorm/gorm) 66 | - [tidwall/gjson](https://github.com/tidwall/gjson) 67 | 68 | ## Configuration file 69 | ```yaml 70 | logger: 71 | channels: 72 | - name: app 73 | filename: /var/log/app.log 74 | maxSize: 1 75 | maxAge: 30 76 | maxBackups: 10 77 | compress: false 78 | level: info 79 | - name: request 80 | filename: /var/log/request.log 81 | maxSize: 1 82 | maxAge: 30 83 | maxBackups: 10 84 | compress: false 85 | level: info 86 | database: 87 | addr: root:password@tcp(127.0.0.1:3306)/endpoints?charset=utf8mb4&parseTime=True&loc=Local 88 | redis: 89 | addr: 127.0.0.1:6379 90 | password: "" 91 | db: 0 92 | azure: 93 | openai: 94 | models: 95 | - gpt-3.5-turbo 96 | - gpt-4 97 | - gpt-4-32k 98 | peers: 99 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 100 | endpoint: https://api.openai.com 101 | weight: 20 102 | deployments: 103 | - model: gpt-3.5-turbo 104 | # if you want to use the original openai model, set isOpenAI to true 105 | isOpenAI: true 106 | - model: gpt-4 107 | isOpenAI: true 108 | - model: gpt-4-32k 109 | isOpenAI: true 110 | - key: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 111 | endpoint: https://xxxxx.openai.azure.com 112 | weight: 20 113 | deployments: 114 | - name: gpt-35-turbo 115 | model: gpt-3.5-turbo 116 | version: 2023-03-15-preview 117 | - name: gpt-4 118 | model: gpt-4 119 | version: 2023-03-15-preview 120 | - name: gpt-4-32k 121 | model: gpt-4-32k 122 | version: 2023-03-15-preview 123 | 124 | ``` -------------------------------------------------------------------------------- /package/azure/peer.go: -------------------------------------------------------------------------------- 1 | package azure 2 | 3 | import ( 4 | "context" 5 | "errors" 6 | "fmt" 7 | "net" 8 | "net/http" 9 | "net/http/httputil" 10 | "net/url" 11 | "path" 12 | "strings" 13 | 14 | "github.com/ramzeng/ai-endpoint/package/balancer" 15 | error2 "github.com/ramzeng/ai-endpoint/package/error" 16 | "github.com/ramzeng/ai-endpoint/package/toolkit" 17 | "go.uber.org/zap" 18 | ) 19 | 20 | type Deployment struct { 21 | Name string 22 | Model string 23 | Version string 24 | IsOpenAI bool 25 | } 26 | 27 | type Peer struct { 28 | balancer.Peer 29 | Key string 30 | Endpoint *url.URL 31 | Deployments []Deployment 32 | ReverseProxy *httputil.ReverseProxy 33 | logger *zap.Logger 34 | } 35 | 36 | func (p *Peer) getMaskedKey() string { 37 | return toolkit.MaskString(p.Key, 0.7) 38 | } 39 | 40 | func (p *Peer) ServeHTTP(writer http.ResponseWriter, request *http.Request) { 41 | p.ReverseProxy.ServeHTTP(writer, request) 42 | } 43 | 44 | func (p *Peer) InitializeReverseProxy() { 45 | p.ReverseProxy = &httputil.ReverseProxy{ 46 | Transport: DefaultTransport, 47 | Director: p.Director(), 48 | BufferPool: toolkit.NewBytesBufferPool(32 * 1024), 49 | ModifyResponse: func(response *http.Response) error { 50 | if response.StatusCode == http.StatusOK { 51 | if p.EffectiveWeight < p.Weight { 52 | p.IncreaseEffectiveWeight(1) 53 | } 54 | } 55 | 56 | return nil 57 | }, 58 | ErrorHandler: func(writer http.ResponseWriter, request *http.Request, err error) { 59 | p.logger.Error( 60 | "[Azure]: OpenAI proxy request error", 61 | zap.String("event", "azure_openai_proxy_request_error"), 62 | zap.String("key", p.getMaskedKey()), 63 | zap.String("model", request.Header.Get("X-OpenAI-Model")), 64 | zap.String("version", request.URL.Query().Get("api-version")), 65 | zap.String("host", request.URL.Host), 66 | zap.String("path", request.URL.Path), 67 | zap.String("request_id", request.Header.Get("X-Request-Id")), 68 | zap.Error(err), 69 | ) 70 | 71 | if errors.Is(err, context.Canceled) { 72 | writer.WriteHeader(error2.ClientClosedRequest) 73 | } 74 | 75 | var val net.Error 76 | if errors.As(err, &val) { 77 | if val.Timeout() { 78 | writer.WriteHeader(http.StatusGatewayTimeout) 79 | } 80 | } 81 | 82 | p.IncreaseEffectiveWeight(-p.CurrentWeight / 2) 83 | }, 84 | } 85 | } 86 | 87 | func (p *Peer) HasOpenAIModelCapability(model string) bool { 88 | for _, deployment := range p.Deployments { 89 | if deployment.Model == model { 90 | return true 91 | } 92 | } 93 | return false 94 | } 95 | 96 | func (p *Peer) GetDeploymentByModel(model string) (Deployment, bool) { 97 | for _, deployment := range p.Deployments { 98 | if deployment.Model == model { 99 | return deployment, true 100 | } 101 | } 102 | 103 | return Deployment{}, false 104 | } 105 | 106 | func (p *Peer) Director() func(request *http.Request) { 107 | return func(request *http.Request) { 108 | request.Host = p.Endpoint.Host 109 | request.URL.Host = p.Endpoint.Host 110 | request.URL.Scheme = p.Endpoint.Scheme 111 | 112 | query := request.URL.Query() 113 | deployment, _ := p.GetDeploymentByModel(request.Header.Get("X-OpenAI-Model")) 114 | 115 | if deployment.IsOpenAI { 116 | // it's openai original model 117 | request.Header.Set("Authorization", fmt.Sprintf("Bearer %s", p.Key)) 118 | } else { 119 | // it's azure deployed model 120 | request.Header.Set("api-key", p.Key) 121 | request.Header.Del("Authorization") 122 | query.Add("api-version", deployment.Version) 123 | request.URL.Path = path.Join(fmt.Sprintf("/openai/deployments/%s", deployment.Name), strings.Replace(request.URL.Path, "/v1/", "/", 1)) 124 | } 125 | 126 | request.URL.RawPath = request.URL.EscapedPath() 127 | request.URL.RawQuery = query.Encode() 128 | 129 | p.logger.Info( 130 | "[Azure]: OpenAI proxy request constructed", 131 | zap.String("event", "azure_openai_proxy_request_constructed"), 132 | zap.String("key", p.getMaskedKey()), 133 | zap.Bool("is_openai", deployment.IsOpenAI), 134 | zap.String("model", deployment.Model), 135 | zap.String("deployment", deployment.Name), 136 | zap.String("version", deployment.Version), 137 | zap.String("host", request.URL.Host), 138 | zap.String("path", request.URL.Path), 139 | zap.String("request_id", request.Header.Get("X-Request-Id")), 140 | ) 141 | } 142 | } 143 | -------------------------------------------------------------------------------- /go.sum: -------------------------------------------------------------------------------- 1 | cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= 2 | cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= 3 | cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= 4 | cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= 5 | cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= 6 | cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= 7 | cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc= 8 | cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0= 9 | cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To= 10 | cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4= 11 | cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M= 12 | cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc= 13 | cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk= 14 | cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= 15 | cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= 16 | cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= 17 | cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI= 18 | cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk= 19 | cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPTY= 20 | cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= 21 | cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= 22 | cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= 23 | cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= 24 | cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= 25 | cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= 26 | cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= 27 | cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= 28 | cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= 29 | cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw= 30 | cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA= 31 | cloud.google.com/go/pubsub v1.3.1/go.mod h1:i+ucay31+CNRpDW4Lu78I4xXG+O1r/MAHgjpRVR+TSU= 32 | cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw= 33 | cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos= 34 | cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk= 35 | cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs= 36 | cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0= 37 | cloud.google.com/go/storage v1.14.0/go.mod h1:GrKmX003DSIwi9o29oFT7YDnHYwZoctc3fOKtUw0Xmo= 38 | dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= 39 | github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ= 40 | github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= 41 | github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= 42 | github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs= 43 | github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig= 44 | github.com/andybalholm/brotli v1.1.0 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github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg= 172 | github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs= 173 | github.com/google/martian/v3 v3.0.0/go.mod h1:y5Zk1BBys9G+gd6Jrk0W3cC1+ELVxBWuIGO+w/tUAp0= 174 | github.com/google/martian/v3 v3.1.0/go.mod h1:y5Zk1BBys9G+gd6Jrk0W3cC1+ELVxBWuIGO+w/tUAp0= 175 | github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc= 176 | github.com/google/pprof v0.0.0-20190515194954-54271f7e092f/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc= 177 | github.com/google/pprof v0.0.0-20191218002539-d4f498aebedc/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= 178 | github.com/google/pprof v0.0.0-20200212024743-f11f1df84d12/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= 179 | github.com/google/pprof v0.0.0-20200229191704-1ebb73c60ed3/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= 180 | github.com/google/pprof v0.0.0-20200430221834-fc25d7d30c6d/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= 181 | github.com/google/pprof v0.0.0-20200708004538-1a94d8640e99/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= 182 | github.com/google/pprof v0.0.0-20201023163331-3e6fc7fc9c4c/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE= 183 | github.com/google/pprof v0.0.0-20201203190320-1bf35d6f28c2/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE= 184 | github.com/google/pprof v0.0.0-20201218002935-b9804c9f04c2/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE= 185 | github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI= 186 | github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= 187 | github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I= 188 | github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= 189 | github.com/google/uuid v1.6.0 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github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= 292 | github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= 293 | github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= 294 | github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU= 295 | github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4= 296 | github.com/stretchr/testify v1.8.2/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4= 297 | github.com/stretchr/testify v1.8.3 h1:RP3t2pwF7cMEbC1dqtB6poj3niw/9gnV4Cjg5oW5gtY= 298 | github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= 299 | github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk= 300 | github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= 301 | github.com/subosito/gotenv v1.4.2 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github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= 324 | github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= 325 | github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= 326 | go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= 327 | go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= 328 | go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= 329 | go.opencensus.io v0.22.3/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= 330 | go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= 331 | go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk= 332 | go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE= 333 | go.uber.org/atomic v1.11.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0= 334 | go.uber.org/goleak v1.1.11 h1:wy28qYRKZgnJTxGxvye5/wgWr1EKjmUDGYox5mGlRlI= 335 | go.uber.org/goleak v1.2.0 h1:xqgm/S+aQvhWFTtR0XK3Jvg7z8kGV8P4X14IzwN3Eqk= 336 | go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0= 337 | go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y= 338 | go.uber.org/zap v1.24.0 h1:FiJd5l1UOLj0wCgbSE0rwwXHzEdAZS6hiiSnxJN/D60= 339 | go.uber.org/zap v1.24.0/go.mod h1:2kMP+WWQ8aoFoedH3T2sq6iJ2yDWpHbP0f6MQbS9Gkg= 340 | go.uber.org/zap v1.26.0 h1:sI7k6L95XOKS281NhVKOFCUNIvv9e0w4BF8N3u+tCRo= 341 | go.uber.org/zap v1.26.0/go.mod h1:dtElttAiwGvoJ/vj4IwHBS/gXsEu/pZ50mUIRWuG0so= 342 | golang.org/x/arch v0.0.0-20210923205945-b76863e36670 h1:18EFjUmQOcUvxNYSkA6jO9VAiXCnxFY6NyDX0bHDmkU= 343 | golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8= 344 | golang.org/x/arch v0.7.0 h1:pskyeJh/3AmoQ8CPE95vxHLqp1G1GfGNXTmcl9NEKTc= 345 | golang.org/x/arch v0.7.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys= 346 | golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= 347 | golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= 348 | golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= 349 | golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= 350 | golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= 351 | golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4= 352 | golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= 353 | golang.org/x/crypto v0.7.0 h1:AvwMYaRytfdeVt3u6mLaxYtErKYjxA2OXjJ1HHq6t3A= 354 | golang.org/x/crypto v0.7.0/go.mod h1:pYwdfH91IfpZVANVyUOhSIPZaFoJGxTFbZhFTx+dXZU= 355 | golang.org/x/crypto v0.18.0 h1:PGVlW0xEltQnzFZ55hkuX5+KLyrMYhHld1YHO4AKcdc= 356 | golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg= 357 | golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= 358 | golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= 359 | golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= 360 | golang.org/x/exp v0.0.0-20190829153037-c13cbed26979/go.mod h1:86+5VVa7VpoJ4kLfm080zCjGlMRFzhUhsZKEZO7MGek= 361 | golang.org/x/exp v0.0.0-20191030013958-a1ab85dbe136/go.mod h1:JXzH8nQsPlswgeRAPE3MuO9GYsAcnJvJ4vnMwN/5qkY= 362 | golang.org/x/exp v0.0.0-20191129062945-2f5052295587/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4= 363 | golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod 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golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= 391 | golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= 392 | golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= 393 | golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= 394 | golang.org/x/net v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= 395 | golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= 396 | golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= 397 | golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= 398 | golang.org/x/net v0.0.0-20190501004415-9ce7a6920f09/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= 399 | golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= 400 | golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= 401 | golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 402 | golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 403 | golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 404 | golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 405 | golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 406 | golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 407 | golang.org/x/net v0.0.0-20200222125558-5a598a2470a0/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 408 | golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 409 | golang.org/x/net v0.0.0-20200301022130-244492dfa37a/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= 410 | golang.org/x/net v0.0.0-20200324143707-d3edc9973b7e/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= 411 | golang.org/x/net v0.0.0-20200501053045-e0ff5e5a1de5/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= 412 | golang.org/x/net v0.0.0-20200506145744-7e3656a0809f/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= 413 | golang.org/x/net v0.0.0-20200513185701-a91f0712d120/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= 414 | golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= 415 | golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= 416 | golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod 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v0.0.0-20210108203827-ffc7fda8c3d7/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= 614 | google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= 615 | google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c= 616 | google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38= 617 | google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM= 618 | google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= 619 | google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY= 620 | google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= 621 | google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= 622 | google.golang.org/grpc v1.27.1/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= 623 | google.golang.org/grpc v1.28.0/go.mod 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h1:bBRl1b0OH9s/DuPhuXpNl+VtCaJXFZ5/uEFST95x9zc= 653 | gopkg.in/natefinch/lumberjack.v2 v2.2.1/go.mod h1:YD8tP3GAjkrDg1eZH7EGmyESg/lsYskCTPBJVb9jqSc= 654 | gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= 655 | gopkg.in/yaml.v2 v2.2.8 h1:obN1ZagJSUGI0Ek/LBmuj4SNLPfIny3KsKFopxRdj10= 656 | gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= 657 | gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= 658 | gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= 659 | gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= 660 | gorm.io/driver/mysql v1.5.1 h1:WUEH5VF9obL/lTtzjmML/5e6VfFR/788coz2uaVCAZw= 661 | gorm.io/driver/mysql v1.5.1/go.mod h1:Jo3Xu7mMhCyj8dlrb3WoCaRd1FhsVh+yMXb1jUInf5o= 662 | gorm.io/driver/mysql v1.5.2 h1:QC2HRskSE75wBuOxe0+iCkyJZ+RqpudsQtqkp+IMuXs= 663 | gorm.io/driver/mysql v1.5.2/go.mod 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h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg= 674 | honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k= 675 | honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k= 676 | nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50= 677 | rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= 678 | rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4= 679 | rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0= 680 | rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA= 681 | --------------------------------------------------------------------------------