relay-text.go 13 KB

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  1. package relay
  2. import (
  3. "bytes"
  4. "encoding/json"
  5. "errors"
  6. "fmt"
  7. "github.com/bytedance/gopkg/util/gopool"
  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/relay/helper"
  18. "one-api/service"
  19. "one-api/setting"
  20. "strings"
  21. "time"
  22. "github.com/gin-gonic/gin"
  23. )
  24. func getAndValidateTextRequest(c *gin.Context, relayInfo *relaycommon.RelayInfo) (*dto.GeneralOpenAIRequest, error) {
  25. textRequest := &dto.GeneralOpenAIRequest{}
  26. err := common.UnmarshalBodyReusable(c, textRequest)
  27. if err != nil {
  28. return nil, err
  29. }
  30. if relayInfo.RelayMode == relayconstant.RelayModeModerations && textRequest.Model == "" {
  31. textRequest.Model = "text-moderation-latest"
  32. }
  33. if relayInfo.RelayMode == relayconstant.RelayModeEmbeddings && textRequest.Model == "" {
  34. textRequest.Model = c.Param("model")
  35. }
  36. if textRequest.MaxTokens > math.MaxInt32/2 {
  37. return nil, errors.New("max_tokens is invalid")
  38. }
  39. if textRequest.Model == "" {
  40. return nil, errors.New("model is required")
  41. }
  42. switch relayInfo.RelayMode {
  43. case relayconstant.RelayModeCompletions:
  44. if textRequest.Prompt == "" {
  45. return nil, errors.New("field prompt is required")
  46. }
  47. case relayconstant.RelayModeChatCompletions:
  48. if len(textRequest.Messages) == 0 {
  49. return nil, errors.New("field messages is required")
  50. }
  51. case relayconstant.RelayModeEmbeddings:
  52. case relayconstant.RelayModeModerations:
  53. if textRequest.Input == nil || textRequest.Input == "" {
  54. return nil, errors.New("field input is required")
  55. }
  56. case relayconstant.RelayModeEdits:
  57. if textRequest.Instruction == "" {
  58. return nil, errors.New("field instruction is required")
  59. }
  60. }
  61. relayInfo.IsStream = textRequest.Stream
  62. return textRequest, nil
  63. }
  64. func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
  65. relayInfo := relaycommon.GenRelayInfo(c)
  66. // get & validate textRequest 获取并验证文本请求
  67. textRequest, err := getAndValidateTextRequest(c, relayInfo)
  68. if err != nil {
  69. common.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
  70. return service.OpenAIErrorWrapperLocal(err, "invalid_text_request", http.StatusBadRequest)
  71. }
  72. if setting.ShouldCheckPromptSensitive() {
  73. words, err := checkRequestSensitive(textRequest, relayInfo)
  74. if err != nil {
  75. common.LogWarn(c, fmt.Sprintf("user sensitive words detected: %s", strings.Join(words, ", ")))
  76. return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
  77. }
  78. }
  79. err = helper.ModelMappedHelper(c, relayInfo)
  80. if err != nil {
  81. return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
  82. }
  83. textRequest.Model = relayInfo.UpstreamModelName
  84. // 获取 promptTokens,如果上下文中已经存在,则直接使用
  85. var promptTokens int
  86. if value, exists := c.Get("prompt_tokens"); exists {
  87. promptTokens = value.(int)
  88. relayInfo.PromptTokens = promptTokens
  89. } else {
  90. promptTokens, err = getPromptTokens(textRequest, relayInfo)
  91. // count messages token error 计算promptTokens错误
  92. if err != nil {
  93. return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
  94. }
  95. c.Set("prompt_tokens", promptTokens)
  96. }
  97. priceData := helper.ModelPriceHelper(c, relayInfo, promptTokens, int(textRequest.MaxTokens))
  98. // pre-consume quota 预消耗配额
  99. preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, priceData.ShouldPreConsumedQuota, relayInfo)
  100. if openaiErr != nil {
  101. return openaiErr
  102. }
  103. defer func() {
  104. if openaiErr != nil {
  105. returnPreConsumedQuota(c, relayInfo, userQuota, preConsumedQuota)
  106. }
  107. }()
  108. includeUsage := false
  109. // 判断用户是否需要返回使用情况
  110. if textRequest.StreamOptions != nil && textRequest.StreamOptions.IncludeUsage {
  111. includeUsage = true
  112. }
  113. // 如果不支持StreamOptions,将StreamOptions设置为nil
  114. if !relayInfo.SupportStreamOptions || !textRequest.Stream {
  115. textRequest.StreamOptions = nil
  116. } else {
  117. // 如果支持StreamOptions,且请求中没有设置StreamOptions,根据配置文件设置StreamOptions
  118. if constant.ForceStreamOption {
  119. textRequest.StreamOptions = &dto.StreamOptions{
  120. IncludeUsage: true,
  121. }
  122. }
  123. }
  124. if includeUsage {
  125. relayInfo.ShouldIncludeUsage = true
  126. }
  127. adaptor := GetAdaptor(relayInfo.ApiType)
  128. if adaptor == nil {
  129. return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)
  130. }
  131. adaptor.Init(relayInfo)
  132. var requestBody io.Reader
  133. //if relayInfo.ChannelType == common.ChannelTypeOpenAI && !isModelMapped {
  134. // body, err := common.GetRequestBody(c)
  135. // if err != nil {
  136. // return service.OpenAIErrorWrapperLocal(err, "get_request_body_failed", http.StatusInternalServerError)
  137. // }
  138. // requestBody = bytes.NewBuffer(body)
  139. //} else {
  140. //
  141. //}
  142. convertedRequest, err := adaptor.ConvertRequest(c, relayInfo, textRequest)
  143. if err != nil {
  144. return service.OpenAIErrorWrapperLocal(err, "convert_request_failed", http.StatusInternalServerError)
  145. }
  146. jsonData, err := json.Marshal(convertedRequest)
  147. if err != nil {
  148. return service.OpenAIErrorWrapperLocal(err, "json_marshal_failed", http.StatusInternalServerError)
  149. }
  150. requestBody = bytes.NewBuffer(jsonData)
  151. statusCodeMappingStr := c.GetString("status_code_mapping")
  152. var httpResp *http.Response
  153. resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
  154. if err != nil {
  155. return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  156. }
  157. if resp != nil {
  158. httpResp = resp.(*http.Response)
  159. relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(httpResp.Header.Get("Content-Type"), "text/event-stream")
  160. if httpResp.StatusCode != http.StatusOK {
  161. openaiErr = service.RelayErrorHandler(httpResp)
  162. // reset status code 重置状态码
  163. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  164. return openaiErr
  165. }
  166. }
  167. usage, openaiErr := adaptor.DoResponse(c, httpResp, relayInfo)
  168. if openaiErr != nil {
  169. // reset status code 重置状态码
  170. service.ResetStatusCode(openaiErr, statusCodeMappingStr)
  171. return openaiErr
  172. }
  173. if strings.HasPrefix(relayInfo.OriginModelName, "gpt-4o-audio") {
  174. service.PostAudioConsumeQuota(c, relayInfo, usage.(*dto.Usage), preConsumedQuota, userQuota, priceData, "")
  175. } else {
  176. postConsumeQuota(c, relayInfo, usage.(*dto.Usage), preConsumedQuota, userQuota, priceData, "")
  177. }
  178. return nil
  179. }
  180. func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (int, error) {
  181. var promptTokens int
  182. var err error
  183. switch info.RelayMode {
  184. case relayconstant.RelayModeChatCompletions:
  185. promptTokens, err = service.CountTokenChatRequest(info, *textRequest)
  186. case relayconstant.RelayModeCompletions:
  187. promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
  188. case relayconstant.RelayModeModerations:
  189. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  190. case relayconstant.RelayModeEmbeddings:
  191. promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
  192. default:
  193. err = errors.New("unknown relay mode")
  194. promptTokens = 0
  195. }
  196. info.PromptTokens = promptTokens
  197. return promptTokens, err
  198. }
  199. func checkRequestSensitive(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) ([]string, error) {
  200. var err error
  201. var words []string
  202. switch info.RelayMode {
  203. case relayconstant.RelayModeChatCompletions:
  204. words, err = service.CheckSensitiveMessages(textRequest.Messages)
  205. case relayconstant.RelayModeCompletions:
  206. words, err = service.CheckSensitiveInput(textRequest.Prompt)
  207. case relayconstant.RelayModeModerations:
  208. words, err = service.CheckSensitiveInput(textRequest.Input)
  209. case relayconstant.RelayModeEmbeddings:
  210. words, err = service.CheckSensitiveInput(textRequest.Input)
  211. }
  212. return words, err
  213. }
  214. // 预扣费并返回用户剩余配额
  215. func preConsumeQuota(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) (int, int, *dto.OpenAIErrorWithStatusCode) {
  216. userQuota, err := model.GetUserQuota(relayInfo.UserId, false)
  217. if err != nil {
  218. return 0, 0, service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)
  219. }
  220. if userQuota <= 0 {
  221. return 0, 0, service.OpenAIErrorWrapperLocal(errors.New("user quota is not enough"), "insufficient_user_quota", http.StatusForbidden)
  222. }
  223. if userQuota-preConsumedQuota < 0 {
  224. return 0, 0, service.OpenAIErrorWrapperLocal(fmt.Errorf("chat pre-consumed quota failed, user quota: %s, need quota: %s", common.FormatQuota(userQuota), common.FormatQuota(preConsumedQuota)), "insufficient_user_quota", http.StatusForbidden)
  225. }
  226. relayInfo.UserQuota = userQuota
  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 %s and token %d quota %d are enough, trusted and no need to pre-consume", relayInfo.UserId, common.FormatQuota(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 %s, trusted and no need to pre-consume", relayInfo.UserId, common.FormatQuota(userQuota)))
  242. }
  243. }
  244. if preConsumedQuota > 0 {
  245. err := service.PreConsumeTokenQuota(relayInfo, preConsumedQuota)
  246. if err != nil {
  247. return 0, 0, service.OpenAIErrorWrapperLocal(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  248. }
  249. err = model.DecreaseUserQuota(relayInfo.UserId, preConsumedQuota)
  250. if err != nil {
  251. return 0, 0, service.OpenAIErrorWrapperLocal(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  252. }
  253. }
  254. return preConsumedQuota, userQuota, nil
  255. }
  256. func returnPreConsumedQuota(c *gin.Context, relayInfo *relaycommon.RelayInfo, userQuota int, preConsumedQuota int) {
  257. if preConsumedQuota != 0 {
  258. gopool.Go(func() {
  259. relayInfoCopy := *relayInfo
  260. err := service.PostConsumeQuota(&relayInfoCopy, -preConsumedQuota, 0, false)
  261. if err != nil {
  262. common.SysError("error return pre-consumed quota: " + err.Error())
  263. }
  264. })
  265. }
  266. }
  267. func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
  268. usage *dto.Usage, preConsumedQuota int, userQuota int, priceData helper.PriceData, extraContent string) {
  269. if usage == nil {
  270. usage = &dto.Usage{
  271. PromptTokens: relayInfo.PromptTokens,
  272. CompletionTokens: 0,
  273. TotalTokens: relayInfo.PromptTokens,
  274. }
  275. extraContent += " ,(可能是请求出错)"
  276. }
  277. useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
  278. promptTokens := usage.PromptTokens
  279. completionTokens := usage.CompletionTokens
  280. modelName := relayInfo.OriginModelName
  281. tokenName := ctx.GetString("token_name")
  282. completionRatio := common.GetCompletionRatio(modelName)
  283. ratio := priceData.ModelRatio * priceData.GroupRatio
  284. modelRatio := priceData.ModelRatio
  285. groupRatio := priceData.GroupRatio
  286. modelPrice := priceData.ModelPrice
  287. usePrice := priceData.UsePrice
  288. quota := 0
  289. if !priceData.UsePrice {
  290. quota = promptTokens + int(math.Round(float64(completionTokens)*completionRatio))
  291. quota = int(math.Round(float64(quota) * ratio))
  292. if ratio != 0 && quota <= 0 {
  293. quota = 1
  294. }
  295. } else {
  296. quota = int(modelPrice * common.QuotaPerUnit * groupRatio)
  297. }
  298. totalTokens := promptTokens + completionTokens
  299. var logContent string
  300. if !usePrice {
  301. logContent = fmt.Sprintf("模型倍率 %.2f,补全倍率 %.2f,分组倍率 %.2f", modelRatio, completionRatio, groupRatio)
  302. } else {
  303. logContent = fmt.Sprintf("模型价格 %.2f,分组倍率 %.2f", modelPrice, groupRatio)
  304. }
  305. // record all the consume log even if quota is 0
  306. if totalTokens == 0 {
  307. // in this case, must be some error happened
  308. // we cannot just return, because we may have to return the pre-consumed quota
  309. quota = 0
  310. logContent += fmt.Sprintf("(可能是上游超时)")
  311. common.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
  312. "tokenId %d, model %s, pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, preConsumedQuota))
  313. } else {
  314. //if sensitiveResp != nil {
  315. // logContent += fmt.Sprintf(",敏感词:%s", strings.Join(sensitiveResp.SensitiveWords, ", "))
  316. //}
  317. quotaDelta := quota - preConsumedQuota
  318. if quotaDelta != 0 {
  319. err := service.PostConsumeQuota(relayInfo, quotaDelta, preConsumedQuota, true)
  320. if err != nil {
  321. common.LogError(ctx, "error consuming token remain quota: "+err.Error())
  322. }
  323. }
  324. model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
  325. model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
  326. }
  327. logModel := modelName
  328. if strings.HasPrefix(logModel, "gpt-4-gizmo") {
  329. logModel = "gpt-4-gizmo-*"
  330. logContent += fmt.Sprintf(",模型 %s", modelName)
  331. }
  332. if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
  333. logModel = "gpt-4o-gizmo-*"
  334. logContent += fmt.Sprintf(",模型 %s", modelName)
  335. }
  336. if extraContent != "" {
  337. logContent += ", " + extraContent
  338. }
  339. other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, modelPrice)
  340. model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
  341. tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
  342. //if quota != 0 {
  343. //
  344. //}
  345. }