relay-text.go 14 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. isModelMapped := false
  72. modelMapping := c.GetString("model_mapping")
  73. //isModelMapped := false
  74. if modelMapping != "" && modelMapping != "{}" {
  75. modelMap := make(map[string]string)
  76. err := json.Unmarshal([]byte(modelMapping), &modelMap)
  77. if err != nil {
  78. return service.OpenAIErrorWrapperLocal(err, "unmarshal_model_mapping_failed", http.StatusInternalServerError)
  79. }
  80. if modelMap[textRequest.Model] != "" {
  81. isModelMapped = true
  82. textRequest.Model = modelMap[textRequest.Model]
  83. // set upstream model name
  84. //isModelMapped = true
  85. }
  86. }
  87. relayInfo.UpstreamModelName = textRequest.Model
  88. modelPrice, getModelPriceSuccess := common.GetModelPrice(textRequest.Model, false)
  89. groupRatio := common.GetGroupRatio(relayInfo.Group)
  90. var preConsumedQuota int
  91. var ratio float64
  92. var modelRatio float64
  93. //err := service.SensitiveWordsCheck(textRequest)
  94. if constant.ShouldCheckPromptSensitive() {
  95. err = checkRequestSensitive(textRequest, relayInfo)
  96. if err != nil {
  97. return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
  98. }
  99. }
  100. promptTokens, err := getPromptTokens(textRequest, relayInfo)
  101. // count messages token error 计算promptTokens错误
  102. if err != nil {
  103. return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
  104. }
  105. if !getModelPriceSuccess {
  106. preConsumedTokens := common.PreConsumedQuota
  107. if textRequest.MaxTokens != 0 {
  108. preConsumedTokens = promptTokens + int(textRequest.MaxTokens)
  109. }
  110. modelRatio = common.GetModelRatio(textRequest.Model)
  111. ratio = modelRatio * groupRatio
  112. preConsumedQuota = int(float64(preConsumedTokens) * ratio)
  113. } else {
  114. preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  115. }
  116. // pre-consume quota 预消耗配额
  117. preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, preConsumedQuota, relayInfo)
  118. if openaiErr != nil {
  119. return openaiErr
  120. }
  121. includeUsage := false
  122. // 判断用户是否需要返回使用情况
  123. if textRequest.StreamOptions != nil && textRequest.StreamOptions.IncludeUsage {
  124. includeUsage = true
  125. }
  126. // 如果不支持StreamOptions,将StreamOptions设置为nil
  127. if !relayInfo.SupportStreamOptions || !textRequest.Stream {
  128. textRequest.StreamOptions = nil
  129. } else {
  130. // 如果支持StreamOptions,且请求中没有设置StreamOptions,根据配置文件设置StreamOptions
  131. if constant.ForceStreamOption {
  132. textRequest.StreamOptions = &dto.StreamOptions{
  133. IncludeUsage: true,
  134. }
  135. }
  136. }
  137. if includeUsage {
  138. relayInfo.ShouldIncludeUsage = true
  139. }
  140. adaptor := GetAdaptor(relayInfo.ApiType)
  141. if adaptor == nil {
  142. return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
  143. }
  144. adaptor.Init(relayInfo)
  145. var requestBody io.Reader
  146. if relayInfo.ChannelType == common.ChannelTypeOpenAI && !isModelMapped {
  147. body, err := common.GetRequestBody(c)
  148. if err != nil {
  149. return service.OpenAIErrorWrapperLocal(err, "get_request_body_failed", http.StatusInternalServerError)
  150. }
  151. requestBody = bytes.NewBuffer(body)
  152. } else {
  153. convertedRequest, err := adaptor.ConvertRequest(c, relayInfo, textRequest)
  154. if err != nil {
  155. return service.OpenAIErrorWrapperLocal(err, "convert_request_failed", http.StatusInternalServerError)
  156. }
  157. jsonData, err := json.Marshal(convertedRequest)
  158. if err != nil {
  159. return service.OpenAIErrorWrapperLocal(err, "json_marshal_failed", http.StatusInternalServerError)
  160. }
  161. requestBody = bytes.NewBuffer(jsonData)
  162. }
  163. statusCodeMappingStr := c.GetString("status_code_mapping")
  164. resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
  165. if err != nil {
  166. return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  167. }
  168. if resp != nil {
  169. relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(resp.Header.Get("Content-Type"), "text/event-stream")
  170. if resp.StatusCode != http.StatusOK {
  171. returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
  172. openaiErr := service.RelayErrorHandler(resp)
  173. // reset status code 重置状态码
  174. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  175. return openaiErr
  176. }
  177. }
  178. usage, openaiErr := adaptor.DoResponse(c, resp, relayInfo)
  179. if openaiErr != nil {
  180. returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
  181. // reset status code 重置状态码
  182. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  183. return openaiErr
  184. }
  185. postConsumeQuota(c, relayInfo, textRequest.Model, usage, ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  186. return nil
  187. }
  188. func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (int, error) {
  189. var promptTokens int
  190. var err error
  191. switch info.RelayMode {
  192. case relayconstant.RelayModeChatCompletions:
  193. promptTokens, err = service.CountTokenChatRequest(*textRequest, textRequest.Model)
  194. case relayconstant.RelayModeCompletions:
  195. promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
  196. case relayconstant.RelayModeModerations:
  197. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  198. case relayconstant.RelayModeEmbeddings:
  199. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  200. default:
  201. err = errors.New("unknown relay mode")
  202. promptTokens = 0
  203. }
  204. info.PromptTokens = promptTokens
  205. return promptTokens, err
  206. }
  207. func checkRequestSensitive(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) error {
  208. var err error
  209. switch info.RelayMode {
  210. case relayconstant.RelayModeChatCompletions:
  211. err = service.CheckSensitiveMessages(textRequest.Messages)
  212. case relayconstant.RelayModeCompletions:
  213. err = service.CheckSensitiveInput(textRequest.Prompt)
  214. case relayconstant.RelayModeModerations:
  215. err = service.CheckSensitiveInput(textRequest.Input)
  216. case relayconstant.RelayModeEmbeddings:
  217. err = service.CheckSensitiveInput(textRequest.Input)
  218. }
  219. return err
  220. }
  221. // 预扣费并返回用户剩余配额
  222. func preConsumeQuota(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) (int, int, *dto.OpenAIErrorWithStatusCode) {
  223. userQuota, err := model.CacheGetUserQuota(relayInfo.UserId)
  224. if err != nil {
  225. return 0, 0, service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)
  226. }
  227. if userQuota <= 0 {
  228. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New("user quota is not enough"), "insufficient_user_quota", http.StatusForbidden)
  229. }
  230. if userQuota-preConsumedQuota < 0 {
  231. 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)
  232. }
  233. err = model.CacheDecreaseUserQuota(relayInfo.UserId, preConsumedQuota)
  234. if err != nil {
  235. return 0, 0, service.OpenAIErrorWrapperLocal(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  236. }
  237. if userQuota > 100*preConsumedQuota {
  238. // 用户额度充足,判断令牌额度是否充足
  239. if !relayInfo.TokenUnlimited {
  240. // 非无限令牌,判断令牌额度是否充足
  241. tokenQuota := c.GetInt("token_quota")
  242. if tokenQuota > 100*preConsumedQuota {
  243. // 令牌额度充足,信任令牌
  244. preConsumedQuota = 0
  245. 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))
  246. }
  247. } else {
  248. // in this case, we do not pre-consume quota
  249. // because the user has enough quota
  250. preConsumedQuota = 0
  251. common.LogInfo(c, fmt.Sprintf("user %d with unlimited token has enough quota %d, trusted and no need to pre-consume", relayInfo.UserId, userQuota))
  252. }
  253. }
  254. if preConsumedQuota > 0 {
  255. userQuota, err = model.PreConsumeTokenQuota(relayInfo, preConsumedQuota)
  256. if err != nil {
  257. return 0, 0, service.OpenAIErrorWrapperLocal(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  258. }
  259. }
  260. return preConsumedQuota, userQuota, nil
  261. }
  262. func returnPreConsumedQuota(c *gin.Context, relayInfo *relaycommon.RelayInfo, userQuota int, preConsumedQuota int) {
  263. if preConsumedQuota != 0 {
  264. go func(ctx context.Context) {
  265. // return pre-consumed quota
  266. err := model.PostConsumeTokenQuota(relayInfo, userQuota, -preConsumedQuota, 0, false)
  267. if err != nil {
  268. common.SysError("error return pre-consumed quota: " + err.Error())
  269. }
  270. }(c)
  271. }
  272. }
  273. func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
  274. usage *dto.Usage, ratio float64, preConsumedQuota int, userQuota int, modelRatio float64, groupRatio float64,
  275. modelPrice float64, usePrice bool, extraContent string) {
  276. if usage == nil {
  277. usage = &dto.Usage{
  278. PromptTokens: relayInfo.PromptTokens,
  279. CompletionTokens: 0,
  280. TotalTokens: relayInfo.PromptTokens,
  281. }
  282. extraContent += " ,(可能是请求出错)"
  283. }
  284. useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
  285. promptTokens := usage.PromptTokens
  286. completionTokens := usage.CompletionTokens
  287. tokenName := ctx.GetString("token_name")
  288. completionRatio := common.GetCompletionRatio(modelName)
  289. quota := 0
  290. if !usePrice {
  291. quota = promptTokens + int(math.Round(float64(completionTokens)*completionRatio))
  292. quota = int(math.Round(float64(quota) * ratio))
  293. if ratio != 0 && quota <= 0 {
  294. quota = 1
  295. }
  296. } else {
  297. quota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  298. }
  299. totalTokens := promptTokens + completionTokens
  300. var logContent string
  301. if !usePrice {
  302. logContent = fmt.Sprintf("模型倍率 %.2f,补全倍率 %.2f,分组倍率 %.2f", modelRatio, completionRatio, groupRatio)
  303. } else {
  304. logContent = fmt.Sprintf("模型价格 %.2f,分组倍率 %.2f", modelPrice, groupRatio)
  305. }
  306. // record all the consume log even if quota is 0
  307. if totalTokens == 0 {
  308. // in this case, must be some error happened
  309. // we cannot just return, because we may have to return the pre-consumed quota
  310. quota = 0
  311. logContent += fmt.Sprintf("(可能是上游超时)")
  312. common.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
  313. "tokenId %d, model %s, pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, preConsumedQuota))
  314. } else {
  315. //if sensitiveResp != nil {
  316. // logContent += fmt.Sprintf(",敏感词:%s", strings.Join(sensitiveResp.SensitiveWords, ", "))
  317. //}
  318. quotaDelta := quota - preConsumedQuota
  319. if quotaDelta != 0 {
  320. err := model.PostConsumeTokenQuota(relayInfo, userQuota, quotaDelta, preConsumedQuota, true)
  321. if err != nil {
  322. common.LogError(ctx, "error consuming token remain quota: "+err.Error())
  323. }
  324. }
  325. err := model.CacheUpdateUserQuota(relayInfo.UserId)
  326. if err != nil {
  327. common.LogError(ctx, "error update user quota cache: "+err.Error())
  328. }
  329. model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
  330. model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
  331. }
  332. logModel := modelName
  333. if strings.HasPrefix(logModel, "gpt-4-gizmo") {
  334. logModel = "gpt-4-gizmo-*"
  335. logContent += fmt.Sprintf(",模型 %s", modelName)
  336. }
  337. if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
  338. logModel = "gpt-4o-gizmo-*"
  339. logContent += fmt.Sprintf(",模型 %s", modelName)
  340. }
  341. if extraContent != "" {
  342. logContent += ", " + extraContent
  343. }
  344. other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, modelPrice)
  345. model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
  346. tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, other)
  347. //if quota != 0 {
  348. //
  349. //}
  350. }