relay-text.go 13 KB

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  1. package relay
  2. import (
  3. "bytes"
  4. "context"
  5. "encoding/json"
  6. "errors"
  7. "fmt"
  8. "io"
  9. "math"
  10. "net/http"
  11. "one-api/common"
  12. "one-api/constant"
  13. "one-api/dto"
  14. "one-api/model"
  15. relaycommon "one-api/relay/common"
  16. relayconstant "one-api/relay/constant"
  17. "one-api/service"
  18. "strings"
  19. "time"
  20. "github.com/gin-gonic/gin"
  21. )
  22. func getAndValidateTextRequest(c *gin.Context, relayInfo *relaycommon.RelayInfo) (*dto.GeneralOpenAIRequest, error) {
  23. textRequest := &dto.GeneralOpenAIRequest{}
  24. err := common.UnmarshalBodyReusable(c, textRequest)
  25. if err != nil {
  26. return nil, err
  27. }
  28. if relayInfo.RelayMode == relayconstant.RelayModeModerations && textRequest.Model == "" {
  29. textRequest.Model = "text-moderation-latest"
  30. }
  31. if relayInfo.RelayMode == relayconstant.RelayModeEmbeddings && textRequest.Model == "" {
  32. textRequest.Model = c.Param("model")
  33. }
  34. if textRequest.MaxTokens < 0 || textRequest.MaxTokens > math.MaxInt32/2 {
  35. return nil, errors.New("max_tokens is invalid")
  36. }
  37. if textRequest.Model == "" {
  38. return nil, errors.New("model is required")
  39. }
  40. switch relayInfo.RelayMode {
  41. case relayconstant.RelayModeCompletions:
  42. if textRequest.Prompt == "" {
  43. return nil, errors.New("field prompt is required")
  44. }
  45. case relayconstant.RelayModeChatCompletions:
  46. if textRequest.Messages == nil || len(textRequest.Messages) == 0 {
  47. return nil, errors.New("field messages is required")
  48. }
  49. case relayconstant.RelayModeEmbeddings:
  50. case relayconstant.RelayModeModerations:
  51. if textRequest.Input == "" || textRequest.Input == nil {
  52. return nil, errors.New("field input is required")
  53. }
  54. case relayconstant.RelayModeEdits:
  55. if textRequest.Instruction == "" {
  56. return nil, errors.New("field instruction is required")
  57. }
  58. }
  59. relayInfo.IsStream = textRequest.Stream
  60. return textRequest, nil
  61. }
  62. func TextHelper(c *gin.Context) *dto.OpenAIErrorWithStatusCode {
  63. relayInfo := relaycommon.GenRelayInfo(c)
  64. // get & validate textRequest 获取并验证文本请求
  65. textRequest, err := getAndValidateTextRequest(c, relayInfo)
  66. if err != nil {
  67. common.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
  68. return service.OpenAIErrorWrapperLocal(err, "invalid_text_request", http.StatusBadRequest)
  69. }
  70. // map model name
  71. modelMapping := c.GetString("model_mapping")
  72. //isModelMapped := false
  73. if modelMapping != "" && modelMapping != "{}" {
  74. modelMap := make(map[string]string)
  75. err := json.Unmarshal([]byte(modelMapping), &modelMap)
  76. if err != nil {
  77. return service.OpenAIErrorWrapperLocal(err, "unmarshal_model_mapping_failed", http.StatusInternalServerError)
  78. }
  79. if modelMap[textRequest.Model] != "" {
  80. textRequest.Model = modelMap[textRequest.Model]
  81. // set upstream model name
  82. //isModelMapped = true
  83. }
  84. }
  85. relayInfo.UpstreamModelName = textRequest.Model
  86. modelPrice, getModelPriceSuccess := common.GetModelPrice(textRequest.Model, false)
  87. groupRatio := common.GetGroupRatio(relayInfo.Group)
  88. var preConsumedQuota int
  89. var ratio float64
  90. var modelRatio float64
  91. //err := service.SensitiveWordsCheck(textRequest)
  92. if constant.ShouldCheckPromptSensitive() {
  93. err = checkRequestSensitive(textRequest, relayInfo)
  94. if err != nil {
  95. return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
  96. }
  97. }
  98. promptTokens, err := getPromptTokens(textRequest, relayInfo)
  99. // count messages token error 计算promptTokens错误
  100. if err != nil {
  101. return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
  102. }
  103. if !getModelPriceSuccess {
  104. preConsumedTokens := common.PreConsumedQuota
  105. if textRequest.MaxTokens != 0 {
  106. preConsumedTokens = promptTokens + int(textRequest.MaxTokens)
  107. }
  108. modelRatio = common.GetModelRatio(textRequest.Model)
  109. ratio = modelRatio * groupRatio
  110. preConsumedQuota = int(float64(preConsumedTokens) * ratio)
  111. } else {
  112. preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  113. }
  114. // pre-consume quota 预消耗配额
  115. preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, preConsumedQuota, relayInfo)
  116. if openaiErr != nil {
  117. return openaiErr
  118. }
  119. includeUsage := false
  120. // 判断用户是否需要返回使用情况
  121. if textRequest.StreamOptions != nil && textRequest.StreamOptions.IncludeUsage {
  122. includeUsage = true
  123. }
  124. // 如果不支持StreamOptions,将StreamOptions设置为nil
  125. if !relayInfo.SupportStreamOptions || !textRequest.Stream {
  126. textRequest.StreamOptions = nil
  127. } else {
  128. // 如果支持StreamOptions,且请求中没有设置StreamOptions,根据配置文件设置StreamOptions
  129. if constant.ForceStreamOption {
  130. textRequest.StreamOptions = &dto.StreamOptions{
  131. IncludeUsage: true,
  132. }
  133. }
  134. }
  135. if includeUsage {
  136. relayInfo.ShouldIncludeUsage = true
  137. }
  138. adaptor := GetAdaptor(relayInfo.ApiType)
  139. if adaptor == nil {
  140. return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
  141. }
  142. adaptor.Init(relayInfo)
  143. var requestBody io.Reader
  144. convertedRequest, err := adaptor.ConvertRequest(c, relayInfo, textRequest)
  145. if err != nil {
  146. return service.OpenAIErrorWrapperLocal(err, "convert_request_failed", http.StatusInternalServerError)
  147. }
  148. jsonData, err := json.Marshal(convertedRequest)
  149. if err != nil {
  150. return service.OpenAIErrorWrapperLocal(err, "json_marshal_failed", http.StatusInternalServerError)
  151. }
  152. requestBody = bytes.NewBuffer(jsonData)
  153. statusCodeMappingStr := c.GetString("status_code_mapping")
  154. resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
  155. if err != nil {
  156. return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  157. }
  158. if resp != nil {
  159. relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(resp.Header.Get("Content-Type"), "text/event-stream")
  160. if resp.StatusCode != http.StatusOK {
  161. returnPreConsumedQuota(c, relayInfo.TokenId, userQuota, preConsumedQuota)
  162. openaiErr := service.RelayErrorHandler(resp)
  163. // reset status code 重置状态码
  164. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  165. return openaiErr
  166. }
  167. }
  168. usage, openaiErr := adaptor.DoResponse(c, resp, relayInfo)
  169. if openaiErr != nil {
  170. returnPreConsumedQuota(c, relayInfo.TokenId, userQuota, preConsumedQuota)
  171. // reset status code 重置状态码
  172. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  173. return openaiErr
  174. }
  175. postConsumeQuota(c, relayInfo, textRequest.Model, usage, ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  176. return nil
  177. }
  178. func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (int, error) {
  179. var promptTokens int
  180. var err error
  181. switch info.RelayMode {
  182. case relayconstant.RelayModeChatCompletions:
  183. promptTokens, err = service.CountTokenChatRequest(*textRequest, textRequest.Model)
  184. case relayconstant.RelayModeCompletions:
  185. promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
  186. case relayconstant.RelayModeModerations:
  187. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  188. case relayconstant.RelayModeEmbeddings:
  189. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  190. default:
  191. err = errors.New("unknown relay mode")
  192. promptTokens = 0
  193. }
  194. info.PromptTokens = promptTokens
  195. return promptTokens, err
  196. }
  197. func checkRequestSensitive(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) error {
  198. var err error
  199. switch info.RelayMode {
  200. case relayconstant.RelayModeChatCompletions:
  201. err = service.CheckSensitiveMessages(textRequest.Messages)
  202. case relayconstant.RelayModeCompletions:
  203. err = service.CheckSensitiveInput(textRequest.Prompt)
  204. case relayconstant.RelayModeModerations:
  205. err = service.CheckSensitiveInput(textRequest.Input)
  206. case relayconstant.RelayModeEmbeddings:
  207. err = service.CheckSensitiveInput(textRequest.Input)
  208. }
  209. return err
  210. }
  211. // 预扣费并返回用户剩余配额
  212. func preConsumeQuota(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) (int, int, *dto.OpenAIErrorWithStatusCode) {
  213. userQuota, err := model.CacheGetUserQuota(relayInfo.UserId)
  214. if err != nil {
  215. return 0, 0, service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)
  216. }
  217. if userQuota <= 0 {
  218. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New("user quota is not enough"), "insufficient_user_quota", http.StatusForbidden)
  219. }
  220. if userQuota-preConsumedQuota < 0 {
  221. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New(fmt.Sprintf("chat pre-consumed quota failed, user quota: %d, need quota: %d", userQuota, preConsumedQuota)), "insufficient_user_quota", http.StatusBadRequest)
  222. }
  223. err = model.CacheDecreaseUserQuota(relayInfo.UserId, preConsumedQuota)
  224. if err != nil {
  225. return 0, 0, service.OpenAIErrorWrapperLocal(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  226. }
  227. if userQuota > 100*preConsumedQuota {
  228. // 用户额度充足,判断令牌额度是否充足
  229. if !relayInfo.TokenUnlimited {
  230. // 非无限令牌,判断令牌额度是否充足
  231. tokenQuota := c.GetInt("token_quota")
  232. if tokenQuota > 100*preConsumedQuota {
  233. // 令牌额度充足,信任令牌
  234. preConsumedQuota = 0
  235. common.LogInfo(c, fmt.Sprintf("user %d quota %d and token %d quota %d are enough, trusted and no need to pre-consume", relayInfo.UserId, userQuota, relayInfo.TokenId, tokenQuota))
  236. }
  237. } else {
  238. // in this case, we do not pre-consume quota
  239. // because the user has enough quota
  240. preConsumedQuota = 0
  241. common.LogInfo(c, fmt.Sprintf("user %d with unlimited token has enough quota %d, trusted and no need to pre-consume", relayInfo.UserId, userQuota))
  242. }
  243. }
  244. if preConsumedQuota > 0 {
  245. userQuota, err = model.PreConsumeTokenQuota(relayInfo.TokenId, preConsumedQuota)
  246. if err != nil {
  247. return 0, 0, service.OpenAIErrorWrapperLocal(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  248. }
  249. }
  250. return preConsumedQuota, userQuota, nil
  251. }
  252. func returnPreConsumedQuota(c *gin.Context, tokenId int, userQuota int, preConsumedQuota int) {
  253. if preConsumedQuota != 0 {
  254. go func(ctx context.Context) {
  255. // return pre-consumed quota
  256. err := model.PostConsumeTokenQuota(tokenId, userQuota, -preConsumedQuota, 0, false)
  257. if err != nil {
  258. common.SysError("error return pre-consumed quota: " + err.Error())
  259. }
  260. }(c)
  261. }
  262. }
  263. func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
  264. usage *dto.Usage, ratio float64, preConsumedQuota int, userQuota int, modelRatio float64, groupRatio float64,
  265. modelPrice float64, usePrice bool, extraContent string) {
  266. if usage == nil {
  267. usage = &dto.Usage{
  268. PromptTokens: relayInfo.PromptTokens,
  269. CompletionTokens: 0,
  270. TotalTokens: relayInfo.PromptTokens,
  271. }
  272. extraContent += " ,(可能是请求出错)"
  273. }
  274. useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
  275. promptTokens := usage.PromptTokens
  276. completionTokens := usage.CompletionTokens
  277. tokenName := ctx.GetString("token_name")
  278. completionRatio := common.GetCompletionRatio(modelName)
  279. quota := 0
  280. if !usePrice {
  281. quota = promptTokens + int(math.Round(float64(completionTokens)*completionRatio))
  282. quota = int(math.Round(float64(quota) * ratio))
  283. if ratio != 0 && quota <= 0 {
  284. quota = 1
  285. }
  286. } else {
  287. quota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  288. }
  289. totalTokens := promptTokens + completionTokens
  290. var logContent string
  291. if !usePrice {
  292. logContent = fmt.Sprintf("模型倍率 %.2f,补全倍率 %.2f,分组倍率 %.2f", modelRatio, completionRatio, groupRatio)
  293. } else {
  294. logContent = fmt.Sprintf("模型价格 %.2f,分组倍率 %.2f", modelPrice, groupRatio)
  295. }
  296. // record all the consume log even if quota is 0
  297. if totalTokens == 0 {
  298. // in this case, must be some error happened
  299. // we cannot just return, because we may have to return the pre-consumed quota
  300. quota = 0
  301. logContent += fmt.Sprintf("(可能是上游超时)")
  302. common.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
  303. "tokenId %d, model %s, pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, preConsumedQuota))
  304. } else {
  305. //if sensitiveResp != nil {
  306. // logContent += fmt.Sprintf(",敏感词:%s", strings.Join(sensitiveResp.SensitiveWords, ", "))
  307. //}
  308. quotaDelta := quota - preConsumedQuota
  309. if quotaDelta != 0 {
  310. err := model.PostConsumeTokenQuota(relayInfo.TokenId, userQuota, quotaDelta, preConsumedQuota, true)
  311. if err != nil {
  312. common.LogError(ctx, "error consuming token remain quota: "+err.Error())
  313. }
  314. }
  315. err := model.CacheUpdateUserQuota(relayInfo.UserId)
  316. if err != nil {
  317. common.LogError(ctx, "error update user quota cache: "+err.Error())
  318. }
  319. model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
  320. model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
  321. }
  322. logModel := modelName
  323. if strings.HasPrefix(logModel, "gpt-4-gizmo") {
  324. logModel = "gpt-4-gizmo-*"
  325. logContent += fmt.Sprintf(",模型 %s", modelName)
  326. }
  327. if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
  328. logModel = "gpt-4o-gizmo-*"
  329. logContent += fmt.Sprintf(",模型 %s", modelName)
  330. }
  331. if extraContent != "" {
  332. logContent += ", " + extraContent
  333. }
  334. other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, modelPrice)
  335. model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
  336. tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, other)
  337. //if quota != 0 {
  338. //
  339. //}
  340. }