relay-text.go 14 KB

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  1. package relay
  2. import (
  3. "bytes"
  4. "encoding/json"
  5. "errors"
  6. "fmt"
  7. "io"
  8. "math"
  9. "net/http"
  10. "one-api/common"
  11. "one-api/constant"
  12. "one-api/dto"
  13. "one-api/model"
  14. relaycommon "one-api/relay/common"
  15. relayconstant "one-api/relay/constant"
  16. "one-api/service"
  17. "strings"
  18. "time"
  19. "github.com/gin-gonic/gin"
  20. )
  21. func getAndValidateTextRequest(c *gin.Context, relayInfo *relaycommon.RelayInfo) (*dto.GeneralOpenAIRequest, error) {
  22. textRequest := &dto.GeneralOpenAIRequest{}
  23. err := common.UnmarshalBodyReusable(c, textRequest)
  24. if err != nil {
  25. return nil, err
  26. }
  27. if relayInfo.RelayMode == relayconstant.RelayModeModerations && textRequest.Model == "" {
  28. textRequest.Model = "text-moderation-latest"
  29. }
  30. if relayInfo.RelayMode == relayconstant.RelayModeEmbeddings && textRequest.Model == "" {
  31. textRequest.Model = c.Param("model")
  32. }
  33. if textRequest.MaxTokens > math.MaxInt32/2 {
  34. return nil, errors.New("max_tokens is invalid")
  35. }
  36. if textRequest.Model == "" {
  37. return nil, errors.New("model is required")
  38. }
  39. switch relayInfo.RelayMode {
  40. case relayconstant.RelayModeCompletions:
  41. if textRequest.Prompt == "" {
  42. return nil, errors.New("field prompt is required")
  43. }
  44. case relayconstant.RelayModeChatCompletions:
  45. if len(textRequest.Messages) == 0 {
  46. return nil, errors.New("field messages is required")
  47. }
  48. case relayconstant.RelayModeEmbeddings:
  49. case relayconstant.RelayModeModerations:
  50. if textRequest.Input == nil || textRequest.Input == "" {
  51. return nil, errors.New("field input is required")
  52. }
  53. case relayconstant.RelayModeEdits:
  54. if textRequest.Instruction == "" {
  55. return nil, errors.New("field instruction is required")
  56. }
  57. }
  58. relayInfo.IsStream = textRequest.Stream
  59. return textRequest, nil
  60. }
  61. func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
  62. relayInfo := relaycommon.GenRelayInfo(c)
  63. // get & validate textRequest 获取并验证文本请求
  64. textRequest, err := getAndValidateTextRequest(c, relayInfo)
  65. if err != nil {
  66. common.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
  67. return service.OpenAIErrorWrapperLocal(err, "invalid_text_request", http.StatusBadRequest)
  68. }
  69. // map model name
  70. //isModelMapped := false
  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. //isModelMapped = true
  81. textRequest.Model = modelMap[textRequest.Model]
  82. // set upstream model name
  83. //isModelMapped = true
  84. }
  85. }
  86. relayInfo.UpstreamModelName = textRequest.Model
  87. modelPrice, getModelPriceSuccess := common.GetModelPrice(textRequest.Model, false)
  88. groupRatio := common.GetGroupRatio(relayInfo.Group)
  89. var preConsumedQuota int
  90. var ratio float64
  91. var modelRatio float64
  92. //err := service.SensitiveWordsCheck(textRequest)
  93. if constant.ShouldCheckPromptSensitive() {
  94. err = checkRequestSensitive(textRequest, relayInfo)
  95. if err != nil {
  96. return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
  97. }
  98. }
  99. promptTokens, err := getPromptTokens(textRequest, relayInfo)
  100. // count messages token error 计算promptTokens错误
  101. if err != nil {
  102. return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
  103. }
  104. if !getModelPriceSuccess {
  105. preConsumedTokens := common.PreConsumedQuota
  106. if textRequest.MaxTokens != 0 {
  107. preConsumedTokens = promptTokens + int(textRequest.MaxTokens)
  108. }
  109. modelRatio = common.GetModelRatio(textRequest.Model)
  110. ratio = modelRatio * groupRatio
  111. preConsumedQuota = int(float64(preConsumedTokens) * ratio)
  112. } else {
  113. preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  114. }
  115. // pre-consume quota 预消耗配额
  116. preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, preConsumedQuota, relayInfo)
  117. if openaiErr != nil {
  118. return openaiErr
  119. }
  120. defer func() {
  121. if openaiErr != nil {
  122. returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
  123. }
  124. }()
  125. includeUsage := false
  126. // 判断用户是否需要返回使用情况
  127. if textRequest.StreamOptions != nil && textRequest.StreamOptions.IncludeUsage {
  128. includeUsage = true
  129. }
  130. // 如果不支持StreamOptions,将StreamOptions设置为nil
  131. if !relayInfo.SupportStreamOptions || !textRequest.Stream {
  132. textRequest.StreamOptions = nil
  133. } else {
  134. // 如果支持StreamOptions,且请求中没有设置StreamOptions,根据配置文件设置StreamOptions
  135. if constant.ForceStreamOption {
  136. textRequest.StreamOptions = &dto.StreamOptions{
  137. IncludeUsage: true,
  138. }
  139. }
  140. }
  141. if includeUsage {
  142. relayInfo.ShouldIncludeUsage = true
  143. }
  144. adaptor := GetAdaptor(relayInfo.ApiType)
  145. if adaptor == nil {
  146. return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
  147. }
  148. adaptor.Init(relayInfo)
  149. var requestBody io.Reader
  150. //if relayInfo.ChannelType == common.ChannelTypeOpenAI && !isModelMapped {
  151. // body, err := common.GetRequestBody(c)
  152. // if err != nil {
  153. // return service.OpenAIErrorWrapperLocal(err, "get_request_body_failed", http.StatusInternalServerError)
  154. // }
  155. // requestBody = bytes.NewBuffer(body)
  156. //} else {
  157. //
  158. //}
  159. convertedRequest, err := adaptor.ConvertRequest(c, relayInfo, textRequest)
  160. if err != nil {
  161. return service.OpenAIErrorWrapperLocal(err, "convert_request_failed", http.StatusInternalServerError)
  162. }
  163. jsonData, err := json.Marshal(convertedRequest)
  164. if err != nil {
  165. return service.OpenAIErrorWrapperLocal(err, "json_marshal_failed", http.StatusInternalServerError)
  166. }
  167. requestBody = bytes.NewBuffer(jsonData)
  168. statusCodeMappingStr := c.GetString("status_code_mapping")
  169. var httpResp *http.Response
  170. resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
  171. if err != nil {
  172. return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  173. }
  174. if resp != nil {
  175. httpResp = resp.(*http.Response)
  176. relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(httpResp.Header.Get("Content-Type"), "text/event-stream")
  177. if httpResp.StatusCode != http.StatusOK {
  178. openaiErr = service.RelayErrorHandler(httpResp)
  179. // reset status code 重置状态码
  180. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  181. return openaiErr
  182. }
  183. }
  184. usage, openaiErr := adaptor.DoResponse(c, httpResp, relayInfo)
  185. if openaiErr != nil {
  186. // reset status code 重置状态码
  187. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  188. return openaiErr
  189. }
  190. if strings.HasPrefix(relayInfo.UpstreamModelName, "gpt-4o-audio") {
  191. service.PostAudioConsumeQuota(c, relayInfo, usage.(*dto.Usage), ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  192. } else {
  193. postConsumeQuota(c, relayInfo, textRequest.Model, usage.(*dto.Usage), ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  194. }
  195. return nil
  196. }
  197. func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (int, error) {
  198. var promptTokens int
  199. var err error
  200. switch info.RelayMode {
  201. case relayconstant.RelayModeChatCompletions:
  202. promptTokens, err = service.CountTokenChatRequest(*textRequest, textRequest.Model)
  203. case relayconstant.RelayModeCompletions:
  204. promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
  205. case relayconstant.RelayModeModerations:
  206. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  207. case relayconstant.RelayModeEmbeddings:
  208. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  209. default:
  210. err = errors.New("unknown relay mode")
  211. promptTokens = 0
  212. }
  213. info.PromptTokens = promptTokens
  214. return promptTokens, err
  215. }
  216. func checkRequestSensitive(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) error {
  217. var err error
  218. switch info.RelayMode {
  219. case relayconstant.RelayModeChatCompletions:
  220. err = service.CheckSensitiveMessages(textRequest.Messages)
  221. case relayconstant.RelayModeCompletions:
  222. err = service.CheckSensitiveInput(textRequest.Prompt)
  223. case relayconstant.RelayModeModerations:
  224. err = service.CheckSensitiveInput(textRequest.Input)
  225. case relayconstant.RelayModeEmbeddings:
  226. err = service.CheckSensitiveInput(textRequest.Input)
  227. }
  228. return err
  229. }
  230. // 预扣费并返回用户剩余配额
  231. func preConsumeQuota(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) (int, int, *dto.OpenAIErrorWithStatusCode) {
  232. userQuota, err := model.CacheGetUserQuota(relayInfo.UserId)
  233. if err != nil {
  234. return 0, 0, service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)
  235. }
  236. if userQuota <= 0 {
  237. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New("user quota is not enough"), "insufficient_user_quota", http.StatusForbidden)
  238. }
  239. if userQuota-preConsumedQuota < 0 {
  240. return 0, 0, service.OpenAIErrorWrapperLocal(fmt.Errorf("chat pre-consumed quota failed, user quota: %d, need quota: %d", userQuota, preConsumedQuota), "insufficient_user_quota", http.StatusBadRequest)
  241. }
  242. err = model.CacheDecreaseUserQuota(relayInfo.UserId, preConsumedQuota)
  243. if err != nil {
  244. return 0, 0, service.OpenAIErrorWrapperLocal(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  245. }
  246. if userQuota > 100*preConsumedQuota {
  247. // 用户额度充足,判断令牌额度是否充足
  248. if !relayInfo.TokenUnlimited {
  249. // 非无限令牌,判断令牌额度是否充足
  250. tokenQuota := c.GetInt("token_quota")
  251. if tokenQuota > 100*preConsumedQuota {
  252. // 令牌额度充足,信任令牌
  253. preConsumedQuota = 0
  254. 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))
  255. }
  256. } else {
  257. // in this case, we do not pre-consume quota
  258. // because the user has enough quota
  259. preConsumedQuota = 0
  260. common.LogInfo(c, fmt.Sprintf("user %d with unlimited token has enough quota %d, trusted and no need to pre-consume", relayInfo.UserId, userQuota))
  261. }
  262. }
  263. if preConsumedQuota > 0 {
  264. userQuota, err = model.PreConsumeTokenQuota(relayInfo, preConsumedQuota)
  265. if err != nil {
  266. return 0, 0, service.OpenAIErrorWrapperLocal(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  267. }
  268. }
  269. return preConsumedQuota, userQuota, nil
  270. }
  271. func returnPreConsumedQuota(c *gin.Context, relayInfo *relaycommon.RelayInfo, userQuota int, preConsumedQuota int) {
  272. if preConsumedQuota != 0 {
  273. go func() {
  274. relayInfoCopy := *relayInfo
  275. err := model.PostConsumeTokenQuota(&relayInfoCopy, userQuota, -preConsumedQuota, 0, false)
  276. if err != nil {
  277. common.SysError("error return pre-consumed quota: " + err.Error())
  278. }
  279. }()
  280. }
  281. }
  282. func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
  283. usage *dto.Usage, ratio float64, preConsumedQuota int, userQuota int, modelRatio float64, groupRatio float64,
  284. modelPrice float64, usePrice bool, extraContent string) {
  285. if usage == nil {
  286. usage = &dto.Usage{
  287. PromptTokens: relayInfo.PromptTokens,
  288. CompletionTokens: 0,
  289. TotalTokens: relayInfo.PromptTokens,
  290. }
  291. extraContent += " ,(可能是请求出错)"
  292. }
  293. useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
  294. promptTokens := usage.PromptTokens
  295. completionTokens := usage.CompletionTokens
  296. tokenName := ctx.GetString("token_name")
  297. completionRatio := common.GetCompletionRatio(modelName)
  298. quota := 0
  299. if !usePrice {
  300. quota = promptTokens + int(math.Round(float64(completionTokens)*completionRatio))
  301. quota = int(math.Round(float64(quota) * ratio))
  302. if ratio != 0 && quota <= 0 {
  303. quota = 1
  304. }
  305. } else {
  306. quota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  307. }
  308. totalTokens := promptTokens + completionTokens
  309. var logContent string
  310. if !usePrice {
  311. logContent = fmt.Sprintf("模型倍率 %.2f,补全倍率 %.2f,分组倍率 %.2f", modelRatio, completionRatio, groupRatio)
  312. } else {
  313. logContent = fmt.Sprintf("模型价格 %.2f,分组倍率 %.2f", modelPrice, groupRatio)
  314. }
  315. // record all the consume log even if quota is 0
  316. if totalTokens == 0 {
  317. // in this case, must be some error happened
  318. // we cannot just return, because we may have to return the pre-consumed quota
  319. quota = 0
  320. logContent += fmt.Sprintf("(可能是上游超时)")
  321. common.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
  322. "tokenId %d, model %s, pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, preConsumedQuota))
  323. } else {
  324. //if sensitiveResp != nil {
  325. // logContent += fmt.Sprintf(",敏感词:%s", strings.Join(sensitiveResp.SensitiveWords, ", "))
  326. //}
  327. quotaDelta := quota - preConsumedQuota
  328. if quotaDelta != 0 {
  329. err := model.PostConsumeTokenQuota(relayInfo, userQuota, quotaDelta, preConsumedQuota, true)
  330. if err != nil {
  331. common.LogError(ctx, "error consuming token remain quota: "+err.Error())
  332. }
  333. }
  334. err := model.CacheUpdateUserQuota(relayInfo.UserId)
  335. if err != nil {
  336. common.LogError(ctx, "error update user quota cache: "+err.Error())
  337. }
  338. model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
  339. model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
  340. }
  341. logModel := modelName
  342. if strings.HasPrefix(logModel, "gpt-4-gizmo") {
  343. logModel = "gpt-4-gizmo-*"
  344. logContent += fmt.Sprintf(",模型 %s", modelName)
  345. }
  346. if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
  347. logModel = "gpt-4o-gizmo-*"
  348. logContent += fmt.Sprintf(",模型 %s", modelName)
  349. }
  350. if extraContent != "" {
  351. logContent += ", " + extraContent
  352. }
  353. other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, modelPrice)
  354. model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
  355. tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, other)
  356. //if quota != 0 {
  357. //
  358. //}
  359. }