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