new-api / middleware /distributor.go
liuzhao521
Deploy New API v0.9.25+ (commit b47cf4ef) to HuggingFace Spaces
4674012
package middleware
import (
"errors"
"fmt"
"net/http"
"slices"
"strconv"
"strings"
"time"
"github.com/QuantumNous/new-api/common"
"github.com/QuantumNous/new-api/constant"
"github.com/QuantumNous/new-api/dto"
"github.com/QuantumNous/new-api/model"
relayconstant "github.com/QuantumNous/new-api/relay/constant"
"github.com/QuantumNous/new-api/service"
"github.com/QuantumNous/new-api/setting/ratio_setting"
"github.com/QuantumNous/new-api/types"
"github.com/gin-gonic/gin"
)
type ModelRequest struct {
Model string `json:"model"`
Group string `json:"group,omitempty"`
}
func Distribute() func(c *gin.Context) {
return func(c *gin.Context) {
var channel *model.Channel
channelId, ok := common.GetContextKey(c, constant.ContextKeyTokenSpecificChannelId)
modelRequest, shouldSelectChannel, err := getModelRequest(c)
if err != nil {
abortWithOpenAiMessage(c, http.StatusBadRequest, "Invalid request, "+err.Error())
return
}
if ok {
id, err := strconv.Atoi(channelId.(string))
if err != nil {
abortWithOpenAiMessage(c, http.StatusBadRequest, "无效的渠道 Id")
return
}
channel, err = model.GetChannelById(id, true)
if err != nil {
abortWithOpenAiMessage(c, http.StatusBadRequest, "无效的渠道 Id")
return
}
if channel.Status != common.ChannelStatusEnabled {
abortWithOpenAiMessage(c, http.StatusForbidden, "该渠道已被禁用")
return
}
} else {
// Select a channel for the user
// check token model mapping
modelLimitEnable := common.GetContextKeyBool(c, constant.ContextKeyTokenModelLimitEnabled)
if modelLimitEnable {
s, ok := common.GetContextKey(c, constant.ContextKeyTokenModelLimit)
if !ok {
// token model limit is empty, all models are not allowed
abortWithOpenAiMessage(c, http.StatusForbidden, "该令牌无权访问任何模型")
return
}
var tokenModelLimit map[string]bool
tokenModelLimit, ok = s.(map[string]bool)
if !ok {
tokenModelLimit = map[string]bool{}
}
matchName := ratio_setting.FormatMatchingModelName(modelRequest.Model) // match gpts & thinking-*
if _, ok := tokenModelLimit[matchName]; !ok {
abortWithOpenAiMessage(c, http.StatusForbidden, "该令牌无权访问模型 "+modelRequest.Model)
return
}
}
if shouldSelectChannel {
if modelRequest.Model == "" {
abortWithOpenAiMessage(c, http.StatusBadRequest, "未指定模型名称,模型名称不能为空")
return
}
var selectGroup string
usingGroup := common.GetContextKeyString(c, constant.ContextKeyUsingGroup)
// check path is /pg/chat/completions
if strings.HasPrefix(c.Request.URL.Path, "/pg/chat/completions") {
playgroundRequest := &dto.PlayGroundRequest{}
err = common.UnmarshalBodyReusable(c, playgroundRequest)
if err != nil {
abortWithOpenAiMessage(c, http.StatusBadRequest, "无效的playground请求, "+err.Error())
return
}
if playgroundRequest.Group != "" {
if !service.GroupInUserUsableGroups(usingGroup, playgroundRequest.Group) && playgroundRequest.Group != usingGroup {
abortWithOpenAiMessage(c, http.StatusForbidden, "无权访问该分组")
return
}
usingGroup = playgroundRequest.Group
common.SetContextKey(c, constant.ContextKeyUsingGroup, usingGroup)
}
}
channel, selectGroup, err = service.CacheGetRandomSatisfiedChannel(c, usingGroup, modelRequest.Model, 0)
if err != nil {
showGroup := usingGroup
if usingGroup == "auto" {
showGroup = fmt.Sprintf("auto(%s)", selectGroup)
}
message := fmt.Sprintf("获取分组 %s 下模型 %s 的可用渠道失败(distributor): %s", showGroup, modelRequest.Model, err.Error())
// 如果错误,但是渠道不为空,说明是数据库一致性问题
//if channel != nil {
// common.SysError(fmt.Sprintf("渠道不存在:%d", channel.Id))
// message = "数据库一致性已被破坏,请联系管理员"
//}
abortWithOpenAiMessage(c, http.StatusServiceUnavailable, message, string(types.ErrorCodeModelNotFound))
return
}
if channel == nil {
abortWithOpenAiMessage(c, http.StatusServiceUnavailable, fmt.Sprintf("分组 %s 下模型 %s 无可用渠道(distributor)", usingGroup, modelRequest.Model), string(types.ErrorCodeModelNotFound))
return
}
}
}
common.SetContextKey(c, constant.ContextKeyRequestStartTime, time.Now())
SetupContextForSelectedChannel(c, channel, modelRequest.Model)
c.Next()
}
}
// getModelFromRequest 从请求中读取模型信息
// 根据 Content-Type 自动处理:
// - application/json
// - application/x-www-form-urlencoded
// - multipart/form-data
func getModelFromRequest(c *gin.Context) (*ModelRequest, error) {
var modelRequest ModelRequest
err := common.UnmarshalBodyReusable(c, &modelRequest)
if err != nil {
return nil, errors.New("无效的请求, " + err.Error())
}
return &modelRequest, nil
}
func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
var modelRequest ModelRequest
shouldSelectChannel := true
var err error
if strings.Contains(c.Request.URL.Path, "/mj/") {
relayMode := relayconstant.Path2RelayModeMidjourney(c.Request.URL.Path)
if relayMode == relayconstant.RelayModeMidjourneyTaskFetch ||
relayMode == relayconstant.RelayModeMidjourneyTaskFetchByCondition ||
relayMode == relayconstant.RelayModeMidjourneyNotify ||
relayMode == relayconstant.RelayModeMidjourneyTaskImageSeed {
shouldSelectChannel = false
} else {
midjourneyRequest := dto.MidjourneyRequest{}
err = common.UnmarshalBodyReusable(c, &midjourneyRequest)
if err != nil {
return nil, false, errors.New("无效的midjourney请求, " + err.Error())
}
midjourneyModel, mjErr, success := service.GetMjRequestModel(relayMode, &midjourneyRequest)
if mjErr != nil {
return nil, false, fmt.Errorf(mjErr.Description)
}
if midjourneyModel == "" {
if !success {
return nil, false, fmt.Errorf("无效的请求, 无法解析模型")
} else {
// task fetch, task fetch by condition, notify
shouldSelectChannel = false
}
}
modelRequest.Model = midjourneyModel
}
c.Set("relay_mode", relayMode)
} else if strings.Contains(c.Request.URL.Path, "/suno/") {
relayMode := relayconstant.Path2RelaySuno(c.Request.Method, c.Request.URL.Path)
if relayMode == relayconstant.RelayModeSunoFetch ||
relayMode == relayconstant.RelayModeSunoFetchByID {
shouldSelectChannel = false
} else {
modelName := service.CoverTaskActionToModelName(constant.TaskPlatformSuno, c.Param("action"))
modelRequest.Model = modelName
}
c.Set("platform", string(constant.TaskPlatformSuno))
c.Set("relay_mode", relayMode)
} else if strings.Contains(c.Request.URL.Path, "/v1/videos") {
//curl https://api.openai.com/v1/videos \
// -H "Authorization: Bearer $OPENAI_API_KEY" \
// -F "model=sora-2" \
// -F "prompt=A calico cat playing a piano on stage"
// -F input_reference="@image.jpg"
relayMode := relayconstant.RelayModeUnknown
if c.Request.Method == http.MethodPost {
relayMode = relayconstant.RelayModeVideoSubmit
req, err := getModelFromRequest(c)
if err != nil {
return nil, false, err
}
if req != nil {
modelRequest.Model = req.Model
}
} else if c.Request.Method == http.MethodGet {
relayMode = relayconstant.RelayModeVideoFetchByID
shouldSelectChannel = false
}
c.Set("relay_mode", relayMode)
} else if strings.Contains(c.Request.URL.Path, "/v1/video/generations") {
relayMode := relayconstant.RelayModeUnknown
if c.Request.Method == http.MethodPost {
req, err := getModelFromRequest(c)
if err != nil {
return nil, false, err
}
modelRequest.Model = req.Model
relayMode = relayconstant.RelayModeVideoSubmit
} else if c.Request.Method == http.MethodGet {
relayMode = relayconstant.RelayModeVideoFetchByID
shouldSelectChannel = false
}
if _, ok := c.Get("relay_mode"); !ok {
c.Set("relay_mode", relayMode)
}
} else if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") || strings.HasPrefix(c.Request.URL.Path, "/v1/models/") {
// Gemini API 路径处理: /v1beta/models/gemini-2.0-flash:generateContent
relayMode := relayconstant.RelayModeGemini
modelName := extractModelNameFromGeminiPath(c.Request.URL.Path)
if modelName != "" {
modelRequest.Model = modelName
}
c.Set("relay_mode", relayMode)
} else if !strings.HasPrefix(c.Request.URL.Path, "/v1/audio/transcriptions") && !strings.Contains(c.Request.Header.Get("Content-Type"), "multipart/form-data") {
req, err := getModelFromRequest(c)
if err != nil {
return nil, false, err
}
modelRequest.Model = req.Model
}
if strings.HasPrefix(c.Request.URL.Path, "/v1/realtime") {
//wss://api.openai.com/v1/realtime?model=gpt-4o-realtime-preview-2024-10-01
modelRequest.Model = c.Query("model")
}
if strings.HasPrefix(c.Request.URL.Path, "/v1/moderations") {
if modelRequest.Model == "" {
modelRequest.Model = "text-moderation-stable"
}
}
if strings.HasSuffix(c.Request.URL.Path, "embeddings") {
if modelRequest.Model == "" {
modelRequest.Model = c.Param("model")
}
}
if strings.HasPrefix(c.Request.URL.Path, "/v1/images/generations") {
modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "dall-e")
} else if strings.HasPrefix(c.Request.URL.Path, "/v1/images/edits") {
//modelRequest.Model = common.GetStringIfEmpty(c.PostForm("model"), "gpt-image-1")
contentType := c.ContentType()
if slices.Contains([]string{gin.MIMEPOSTForm, gin.MIMEMultipartPOSTForm}, contentType) {
req, err := getModelFromRequest(c)
if err == nil && req.Model != "" {
modelRequest.Model = req.Model
}
}
}
if strings.HasPrefix(c.Request.URL.Path, "/v1/audio") {
relayMode := relayconstant.RelayModeAudioSpeech
if strings.HasPrefix(c.Request.URL.Path, "/v1/audio/speech") {
modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "tts-1")
} else if strings.HasPrefix(c.Request.URL.Path, "/v1/audio/translations") {
// 先尝试从请求读取
if req, err := getModelFromRequest(c); err == nil && req.Model != "" {
modelRequest.Model = req.Model
}
modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "whisper-1")
relayMode = relayconstant.RelayModeAudioTranslation
} else if strings.HasPrefix(c.Request.URL.Path, "/v1/audio/transcriptions") {
// 先尝试从请求读取
if req, err := getModelFromRequest(c); err == nil && req.Model != "" {
modelRequest.Model = req.Model
}
modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "whisper-1")
relayMode = relayconstant.RelayModeAudioTranscription
}
c.Set("relay_mode", relayMode)
}
if strings.HasPrefix(c.Request.URL.Path, "/pg/chat/completions") {
// playground chat completions
req, err := getModelFromRequest(c)
if err != nil {
return nil, false, err
}
modelRequest.Model = req.Model
modelRequest.Group = req.Group
common.SetContextKey(c, constant.ContextKeyTokenGroup, modelRequest.Group)
}
return &modelRequest, shouldSelectChannel, nil
}
func SetupContextForSelectedChannel(c *gin.Context, channel *model.Channel, modelName string) *types.NewAPIError {
c.Set("original_model", modelName) // for retry
if channel == nil {
return types.NewError(errors.New("channel is nil"), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
}
common.SetContextKey(c, constant.ContextKeyChannelId, channel.Id)
common.SetContextKey(c, constant.ContextKeyChannelName, channel.Name)
common.SetContextKey(c, constant.ContextKeyChannelType, channel.Type)
common.SetContextKey(c, constant.ContextKeyChannelCreateTime, channel.CreatedTime)
common.SetContextKey(c, constant.ContextKeyChannelSetting, channel.GetSetting())
common.SetContextKey(c, constant.ContextKeyChannelOtherSetting, channel.GetOtherSettings())
common.SetContextKey(c, constant.ContextKeyChannelParamOverride, channel.GetParamOverride())
common.SetContextKey(c, constant.ContextKeyChannelHeaderOverride, channel.GetHeaderOverride())
if nil != channel.OpenAIOrganization && *channel.OpenAIOrganization != "" {
common.SetContextKey(c, constant.ContextKeyChannelOrganization, *channel.OpenAIOrganization)
}
common.SetContextKey(c, constant.ContextKeyChannelAutoBan, channel.GetAutoBan())
common.SetContextKey(c, constant.ContextKeyChannelModelMapping, channel.GetModelMapping())
common.SetContextKey(c, constant.ContextKeyChannelStatusCodeMapping, channel.GetStatusCodeMapping())
key, index, newAPIError := channel.GetNextEnabledKey()
if newAPIError != nil {
return newAPIError
}
if channel.ChannelInfo.IsMultiKey {
common.SetContextKey(c, constant.ContextKeyChannelIsMultiKey, true)
common.SetContextKey(c, constant.ContextKeyChannelMultiKeyIndex, index)
} else {
// 必须设置为 false,否则在重试到单个 key 的时候会导致日志显示错误
common.SetContextKey(c, constant.ContextKeyChannelIsMultiKey, false)
}
// c.Request.Header.Set("Authorization", fmt.Sprintf("Bearer %s", key))
common.SetContextKey(c, constant.ContextKeyChannelKey, key)
common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, channel.GetBaseURL())
common.SetContextKey(c, constant.ContextKeySystemPromptOverride, false)
// TODO: api_version统一
switch channel.Type {
case constant.ChannelTypeAzure:
c.Set("api_version", channel.Other)
case constant.ChannelTypeVertexAi:
c.Set("region", channel.Other)
case constant.ChannelTypeXunfei:
c.Set("api_version", channel.Other)
case constant.ChannelTypeGemini:
c.Set("api_version", channel.Other)
case constant.ChannelTypeAli:
c.Set("plugin", channel.Other)
case constant.ChannelCloudflare:
c.Set("api_version", channel.Other)
case constant.ChannelTypeMokaAI:
c.Set("api_version", channel.Other)
case constant.ChannelTypeCoze:
c.Set("bot_id", channel.Other)
}
return nil
}
// extractModelNameFromGeminiPath 从 Gemini API URL 路径中提取模型名
// 输入格式: /v1beta/models/gemini-2.0-flash:generateContent
// 输出: gemini-2.0-flash
func extractModelNameFromGeminiPath(path string) string {
// 查找 "/models/" 的位置
modelsPrefix := "/models/"
modelsIndex := strings.Index(path, modelsPrefix)
if modelsIndex == -1 {
return ""
}
// 从 "/models/" 之后开始提取
startIndex := modelsIndex + len(modelsPrefix)
if startIndex >= len(path) {
return ""
}
// 查找 ":" 的位置,模型名在 ":" 之前
colonIndex := strings.Index(path[startIndex:], ":")
if colonIndex == -1 {
// 如果没有找到 ":",返回从 "/models/" 到路径结尾的部分
return path[startIndex:]
}
// 返回模型名部分
return path[startIndex : startIndex+colonIndex]
}