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. "one-api/setting"
  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 > 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 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 == nil || textRequest.Input == "" {
  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) (openaiErr *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 := setting.GetGroupRatio(relayInfo.Group)
  90. var preConsumedQuota int
  91. var ratio float64
  92. var modelRatio float64
  93. //err := service.SensitiveWordsCheck(textRequest)
  94. if setting.ShouldCheckPromptSensitive() {
  95. err = checkRequestSensitive(textRequest, relayInfo)
  96. if err != nil {
  97. return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
  98. }
  99. }
  100. // 获取 promptTokens,如果上下文中已经存在,则直接使用
  101. var promptTokens int
  102. if value, exists := c.Get("prompt_tokens"); exists {
  103. promptTokens = value.(int)
  104. } else {
  105. promptTokens, err = getPromptTokens(textRequest, relayInfo)
  106. // count messages token error 计算promptTokens错误
  107. if err != nil {
  108. return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
  109. }
  110. c.Set("prompt_tokens", promptTokens)
  111. }
  112. if !getModelPriceSuccess {
  113. preConsumedTokens := common.PreConsumedQuota
  114. if textRequest.MaxTokens != 0 {
  115. preConsumedTokens = promptTokens + int(textRequest.MaxTokens)
  116. }
  117. modelRatio = common.GetModelRatio(textRequest.Model)
  118. ratio = modelRatio * groupRatio
  119. preConsumedQuota = int(float64(preConsumedTokens) * ratio)
  120. } else {
  121. preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  122. }
  123. // pre-consume quota 预消耗配额
  124. preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, preConsumedQuota, relayInfo)
  125. if openaiErr != nil {
  126. return openaiErr
  127. }
  128. defer func() {
  129. if openaiErr != nil {
  130. returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
  131. }
  132. }()
  133. includeUsage := false
  134. // 判断用户是否需要返回使用情况
  135. if textRequest.StreamOptions != nil && textRequest.StreamOptions.IncludeUsage {
  136. includeUsage = true
  137. }
  138. // 如果不支持StreamOptions,将StreamOptions设置为nil
  139. if !relayInfo.SupportStreamOptions || !textRequest.Stream {
  140. textRequest.StreamOptions = nil
  141. } else {
  142. // 如果支持StreamOptions,且请求中没有设置StreamOptions,根据配置文件设置StreamOptions
  143. if constant.ForceStreamOption {
  144. textRequest.StreamOptions = &dto.StreamOptions{
  145. IncludeUsage: true,
  146. }
  147. }
  148. }
  149. if includeUsage {
  150. relayInfo.ShouldIncludeUsage = true
  151. }
  152. adaptor := GetAdaptor(relayInfo.ApiType)
  153. if adaptor == nil {
  154. return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
  155. }
  156. adaptor.Init(relayInfo)
  157. var requestBody io.Reader
  158. //if relayInfo.ChannelType == common.ChannelTypeOpenAI && !isModelMapped {
  159. // body, err := common.GetRequestBody(c)
  160. // if err != nil {
  161. // return service.OpenAIErrorWrapperLocal(err, "get_request_body_failed", http.StatusInternalServerError)
  162. // }
  163. // requestBody = bytes.NewBuffer(body)
  164. //} else {
  165. //
  166. //}
  167. convertedRequest, err := adaptor.ConvertRequest(c, relayInfo, textRequest)
  168. if err != nil {
  169. return service.OpenAIErrorWrapperLocal(err, "convert_request_failed", http.StatusInternalServerError)
  170. }
  171. jsonData, err := json.Marshal(convertedRequest)
  172. if err != nil {
  173. return service.OpenAIErrorWrapperLocal(err, "json_marshal_failed", http.StatusInternalServerError)
  174. }
  175. requestBody = bytes.NewBuffer(jsonData)
  176. statusCodeMappingStr := c.GetString("status_code_mapping")
  177. var httpResp *http.Response
  178. resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
  179. if err != nil {
  180. return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  181. }
  182. if resp != nil {
  183. httpResp = resp.(*http.Response)
  184. relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(httpResp.Header.Get("Content-Type"), "text/event-stream")
  185. if httpResp.StatusCode != http.StatusOK {
  186. openaiErr = service.RelayErrorHandler(httpResp)
  187. // reset status code 重置状态码
  188. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  189. return openaiErr
  190. }
  191. }
  192. usage, openaiErr := adaptor.DoResponse(c, httpResp, relayInfo)
  193. if openaiErr != nil {
  194. // reset status code 重置状态码
  195. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  196. return openaiErr
  197. }
  198. if strings.HasPrefix(relayInfo.UpstreamModelName, "gpt-4o-audio") {
  199. service.PostAudioConsumeQuota(c, relayInfo, usage.(*dto.Usage), ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  200. } else {
  201. postConsumeQuota(c, relayInfo, textRequest.Model, usage.(*dto.Usage), ratio, preConsumedQuota, userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
  202. }
  203. return nil
  204. }
  205. func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (int, error) {
  206. var promptTokens int
  207. var err error
  208. switch info.RelayMode {
  209. case relayconstant.RelayModeChatCompletions:
  210. promptTokens, err = service.CountTokenChatRequest(info, *textRequest)
  211. case relayconstant.RelayModeCompletions:
  212. promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
  213. case relayconstant.RelayModeModerations:
  214. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  215. case relayconstant.RelayModeEmbeddings:
  216. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  217. default:
  218. err = errors.New("unknown relay mode")
  219. promptTokens = 0
  220. }
  221. info.PromptTokens = promptTokens
  222. return promptTokens, err
  223. }
  224. func checkRequestSensitive(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) error {
  225. var err error
  226. switch info.RelayMode {
  227. case relayconstant.RelayModeChatCompletions:
  228. err = service.CheckSensitiveMessages(textRequest.Messages)
  229. case relayconstant.RelayModeCompletions:
  230. err = service.CheckSensitiveInput(textRequest.Prompt)
  231. case relayconstant.RelayModeModerations:
  232. err = service.CheckSensitiveInput(textRequest.Input)
  233. case relayconstant.RelayModeEmbeddings:
  234. err = service.CheckSensitiveInput(textRequest.Input)
  235. }
  236. return err
  237. }
  238. // 预扣费并返回用户剩余配额
  239. func preConsumeQuota(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) (int, int, *dto.OpenAIErrorWithStatusCode) {
  240. userQuota, err := model.CacheGetUserQuota(relayInfo.UserId)
  241. if err != nil {
  242. return 0, 0, service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)
  243. }
  244. if userQuota <= 0 {
  245. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New("user quota is not enough"), "insufficient_user_quota", http.StatusForbidden)
  246. }
  247. if userQuota-preConsumedQuota < 0 {
  248. 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)
  249. }
  250. err = model.CacheDecreaseUserQuota(relayInfo.UserId, preConsumedQuota)
  251. if err != nil {
  252. return 0, 0, service.OpenAIErrorWrapperLocal(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  253. }
  254. if userQuota > 100*preConsumedQuota {
  255. // 用户额度充足,判断令牌额度是否充足
  256. if !relayInfo.TokenUnlimited {
  257. // 非无限令牌,判断令牌额度是否充足
  258. tokenQuota := c.GetInt("token_quota")
  259. if tokenQuota > 100*preConsumedQuota {
  260. // 令牌额度充足,信任令牌
  261. preConsumedQuota = 0
  262. 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))
  263. }
  264. } else {
  265. // in this case, we do not pre-consume quota
  266. // because the user has enough quota
  267. preConsumedQuota = 0
  268. common.LogInfo(c, fmt.Sprintf("user %d with unlimited token has enough quota %d, trusted and no need to pre-consume", relayInfo.UserId, userQuota))
  269. }
  270. }
  271. if preConsumedQuota > 0 {
  272. userQuota, err = model.PreConsumeTokenQuota(relayInfo, preConsumedQuota)
  273. if err != nil {
  274. return 0, 0, service.OpenAIErrorWrapperLocal(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  275. }
  276. }
  277. return preConsumedQuota, userQuota, nil
  278. }
  279. func returnPreConsumedQuota(c *gin.Context, relayInfo *relaycommon.RelayInfo, userQuota int, preConsumedQuota int) {
  280. if preConsumedQuota != 0 {
  281. go func() {
  282. relayInfoCopy := *relayInfo
  283. err := model.PostConsumeTokenQuota(&relayInfoCopy, userQuota, -preConsumedQuota, 0, false)
  284. if err != nil {
  285. common.SysError("error return pre-consumed quota: " + err.Error())
  286. }
  287. }()
  288. }
  289. }
  290. func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
  291. usage *dto.Usage, ratio float64, preConsumedQuota int, userQuota int, modelRatio float64, groupRatio float64,
  292. modelPrice float64, usePrice bool, extraContent string) {
  293. if usage == nil {
  294. usage = &dto.Usage{
  295. PromptTokens: relayInfo.PromptTokens,
  296. CompletionTokens: 0,
  297. TotalTokens: relayInfo.PromptTokens,
  298. }
  299. extraContent += " ,(可能是请求出错)"
  300. }
  301. useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
  302. promptTokens := usage.PromptTokens
  303. completionTokens := usage.CompletionTokens
  304. tokenName := ctx.GetString("token_name")
  305. completionRatio := common.GetCompletionRatio(modelName)
  306. quota := 0
  307. if !usePrice {
  308. quota = promptTokens + int(math.Round(float64(completionTokens)*completionRatio))
  309. quota = int(math.Round(float64(quota) * ratio))
  310. if ratio != 0 && quota <= 0 {
  311. quota = 1
  312. }
  313. } else {
  314. quota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  315. }
  316. totalTokens := promptTokens + completionTokens
  317. var logContent string
  318. if !usePrice {
  319. logContent = fmt.Sprintf("模型倍率 %.2f,补全倍率 %.2f,分组倍率 %.2f", modelRatio, completionRatio, groupRatio)
  320. } else {
  321. logContent = fmt.Sprintf("模型价格 %.2f,分组倍率 %.2f", modelPrice, groupRatio)
  322. }
  323. // record all the consume log even if quota is 0
  324. if totalTokens == 0 {
  325. // in this case, must be some error happened
  326. // we cannot just return, because we may have to return the pre-consumed quota
  327. quota = 0
  328. logContent += fmt.Sprintf("(可能是上游超时)")
  329. common.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
  330. "tokenId %d, model %s, pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, preConsumedQuota))
  331. } else {
  332. //if sensitiveResp != nil {
  333. // logContent += fmt.Sprintf(",敏感词:%s", strings.Join(sensitiveResp.SensitiveWords, ", "))
  334. //}
  335. quotaDelta := quota - preConsumedQuota
  336. if quotaDelta != 0 {
  337. err := model.PostConsumeTokenQuota(relayInfo, userQuota, quotaDelta, preConsumedQuota, true)
  338. if err != nil {
  339. common.LogError(ctx, "error consuming token remain quota: "+err.Error())
  340. }
  341. }
  342. err := model.CacheUpdateUserQuota(relayInfo.UserId)
  343. if err != nil {
  344. common.LogError(ctx, "error update user quota cache: "+err.Error())
  345. }
  346. model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
  347. model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
  348. }
  349. logModel := modelName
  350. if strings.HasPrefix(logModel, "gpt-4-gizmo") {
  351. logModel = "gpt-4-gizmo-*"
  352. logContent += fmt.Sprintf(",模型 %s", modelName)
  353. }
  354. if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
  355. logModel = "gpt-4o-gizmo-*"
  356. logContent += fmt.Sprintf(",模型 %s", modelName)
  357. }
  358. if extraContent != "" {
  359. logContent += ", " + extraContent
  360. }
  361. other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, modelPrice)
  362. model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
  363. tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
  364. //if quota != 0 {
  365. //
  366. //}
  367. }