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