relay-text.go 13 KB

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  1. package controller
  2. import (
  3. "bufio"
  4. "bytes"
  5. "encoding/json"
  6. "errors"
  7. "fmt"
  8. "io"
  9. "net/http"
  10. "one-api/common"
  11. "one-api/model"
  12. "strings"
  13. "github.com/gin-gonic/gin"
  14. )
  15. const (
  16. APITypeOpenAI = iota
  17. APITypeClaude
  18. APITypePaLM
  19. )
  20. func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
  21. channelType := c.GetInt("channel")
  22. tokenId := c.GetInt("token_id")
  23. userId := c.GetInt("id")
  24. consumeQuota := c.GetBool("consume_quota")
  25. group := c.GetString("group")
  26. var textRequest GeneralOpenAIRequest
  27. if consumeQuota || channelType == common.ChannelTypeAzure || channelType == common.ChannelTypePaLM {
  28. err := common.UnmarshalBodyReusable(c, &textRequest)
  29. if err != nil {
  30. return errorWrapper(err, "bind_request_body_failed", http.StatusBadRequest)
  31. }
  32. }
  33. if relayMode == RelayModeModerations && textRequest.Model == "" {
  34. textRequest.Model = "text-moderation-latest"
  35. }
  36. if relayMode == RelayModeEmbeddings && textRequest.Model == "" {
  37. textRequest.Model = c.Param("model")
  38. }
  39. // request validation
  40. if textRequest.Model == "" {
  41. return errorWrapper(errors.New("model is required"), "required_field_missing", http.StatusBadRequest)
  42. }
  43. switch relayMode {
  44. case RelayModeCompletions:
  45. if textRequest.Prompt == "" {
  46. return errorWrapper(errors.New("field prompt is required"), "required_field_missing", http.StatusBadRequest)
  47. }
  48. case RelayModeChatCompletions:
  49. if textRequest.Messages == nil || len(textRequest.Messages) == 0 {
  50. return errorWrapper(errors.New("field messages is required"), "required_field_missing", http.StatusBadRequest)
  51. }
  52. case RelayModeEmbeddings:
  53. case RelayModeModerations:
  54. if textRequest.Input == "" {
  55. return errorWrapper(errors.New("field input is required"), "required_field_missing", http.StatusBadRequest)
  56. }
  57. case RelayModeEdits:
  58. if textRequest.Instruction == "" {
  59. return errorWrapper(errors.New("field instruction is required"), "required_field_missing", http.StatusBadRequest)
  60. }
  61. }
  62. // map model name
  63. modelMapping := c.GetString("model_mapping")
  64. isModelMapped := false
  65. if modelMapping != "" {
  66. modelMap := make(map[string]string)
  67. err := json.Unmarshal([]byte(modelMapping), &modelMap)
  68. if err != nil {
  69. return errorWrapper(err, "unmarshal_model_mapping_failed", http.StatusInternalServerError)
  70. }
  71. if modelMap[textRequest.Model] != "" {
  72. textRequest.Model = modelMap[textRequest.Model]
  73. isModelMapped = true
  74. }
  75. }
  76. apiType := APITypeOpenAI
  77. if strings.HasPrefix(textRequest.Model, "claude") {
  78. apiType = APITypeClaude
  79. }
  80. baseURL := common.ChannelBaseURLs[channelType]
  81. requestURL := c.Request.URL.String()
  82. if c.GetString("base_url") != "" {
  83. baseURL = c.GetString("base_url")
  84. }
  85. fullRequestURL := fmt.Sprintf("%s%s", baseURL, requestURL)
  86. switch apiType {
  87. case APITypeOpenAI:
  88. if channelType == common.ChannelTypeAzure {
  89. // https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?pivots=rest-api&tabs=command-line#rest-api
  90. query := c.Request.URL.Query()
  91. apiVersion := query.Get("api-version")
  92. if apiVersion == "" {
  93. apiVersion = c.GetString("api_version")
  94. }
  95. requestURL := strings.Split(requestURL, "?")[0]
  96. requestURL = fmt.Sprintf("%s?api-version=%s", requestURL, apiVersion)
  97. baseURL = c.GetString("base_url")
  98. task := strings.TrimPrefix(requestURL, "/v1/")
  99. model_ := textRequest.Model
  100. model_ = strings.Replace(model_, ".", "", -1)
  101. // https://github.com/songquanpeng/one-api/issues/67
  102. model_ = strings.TrimSuffix(model_, "-0301")
  103. model_ = strings.TrimSuffix(model_, "-0314")
  104. model_ = strings.TrimSuffix(model_, "-0613")
  105. fullRequestURL = fmt.Sprintf("%s/openai/deployments/%s/%s", baseURL, model_, task)
  106. }
  107. case APITypeClaude:
  108. fullRequestURL = "https://api.anthropic.com/v1/complete"
  109. if baseURL != "" {
  110. fullRequestURL = fmt.Sprintf("%s/v1/complete", baseURL)
  111. }
  112. }
  113. var promptTokens int
  114. var completionTokens int
  115. switch relayMode {
  116. case RelayModeChatCompletions:
  117. promptTokens = countTokenMessages(textRequest.Messages, textRequest.Model)
  118. case RelayModeCompletions:
  119. promptTokens = countTokenInput(textRequest.Prompt, textRequest.Model)
  120. case RelayModeModerations:
  121. promptTokens = countTokenInput(textRequest.Input, textRequest.Model)
  122. }
  123. preConsumedTokens := common.PreConsumedQuota
  124. if textRequest.MaxTokens != 0 {
  125. preConsumedTokens = promptTokens + textRequest.MaxTokens
  126. }
  127. modelRatio := common.GetModelRatio(textRequest.Model)
  128. groupRatio := common.GetGroupRatio(group)
  129. ratio := modelRatio * groupRatio
  130. preConsumedQuota := int(float64(preConsumedTokens) * ratio)
  131. userQuota, err := model.CacheGetUserQuota(userId)
  132. if err != nil {
  133. return errorWrapper(err, "get_user_quota_failed", http.StatusInternalServerError)
  134. }
  135. if userQuota > 10*preConsumedQuota {
  136. // in this case, we do not pre-consume quota
  137. // because the user has enough quota
  138. preConsumedQuota = 0
  139. }
  140. if consumeQuota && preConsumedQuota > 0 {
  141. err := model.PreConsumeTokenQuota(tokenId, preConsumedQuota)
  142. if err != nil {
  143. return errorWrapper(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  144. }
  145. }
  146. var requestBody io.Reader
  147. if isModelMapped {
  148. jsonStr, err := json.Marshal(textRequest)
  149. if err != nil {
  150. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  151. }
  152. requestBody = bytes.NewBuffer(jsonStr)
  153. } else {
  154. requestBody = c.Request.Body
  155. }
  156. switch apiType {
  157. case APITypeClaude:
  158. claudeRequest := requestOpenAI2Claude(textRequest)
  159. jsonStr, err := json.Marshal(claudeRequest)
  160. if err != nil {
  161. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  162. }
  163. requestBody = bytes.NewBuffer(jsonStr)
  164. }
  165. req, err := http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
  166. if err != nil {
  167. return errorWrapper(err, "new_request_failed", http.StatusInternalServerError)
  168. }
  169. apiKey := c.Request.Header.Get("Authorization")
  170. apiKey = strings.TrimPrefix(apiKey, "Bearer ")
  171. switch apiType {
  172. case APITypeOpenAI:
  173. if channelType == common.ChannelTypeAzure {
  174. req.Header.Set("api-key", apiKey)
  175. } else {
  176. req.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
  177. }
  178. case APITypeClaude:
  179. req.Header.Set("x-api-key", apiKey)
  180. anthropicVersion := c.Request.Header.Get("anthropic-version")
  181. if anthropicVersion == "" {
  182. anthropicVersion = "2023-06-01"
  183. }
  184. req.Header.Set("anthropic-version", anthropicVersion)
  185. }
  186. req.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
  187. req.Header.Set("Accept", c.Request.Header.Get("Accept"))
  188. //req.Header.Set("Connection", c.Request.Header.Get("Connection"))
  189. client := &http.Client{}
  190. resp, err := client.Do(req)
  191. if err != nil {
  192. return errorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  193. }
  194. err = req.Body.Close()
  195. if err != nil {
  196. return errorWrapper(err, "close_request_body_failed", http.StatusInternalServerError)
  197. }
  198. err = c.Request.Body.Close()
  199. if err != nil {
  200. return errorWrapper(err, "close_request_body_failed", http.StatusInternalServerError)
  201. }
  202. var textResponse TextResponse
  203. isStream := strings.HasPrefix(resp.Header.Get("Content-Type"), "text/event-stream")
  204. var streamResponseText string
  205. defer func() {
  206. if consumeQuota {
  207. quota := 0
  208. completionRatio := 1.0
  209. if strings.HasPrefix(textRequest.Model, "gpt-3.5") {
  210. completionRatio = 1.333333
  211. }
  212. if strings.HasPrefix(textRequest.Model, "gpt-4") {
  213. completionRatio = 2
  214. }
  215. if isStream {
  216. completionTokens = countTokenText(streamResponseText, textRequest.Model)
  217. } else {
  218. promptTokens = textResponse.Usage.PromptTokens
  219. completionTokens = textResponse.Usage.CompletionTokens
  220. }
  221. quota = promptTokens + int(float64(completionTokens)*completionRatio)
  222. quota = int(float64(quota) * ratio)
  223. if ratio != 0 && quota <= 0 {
  224. quota = 1
  225. }
  226. totalTokens := promptTokens + completionTokens
  227. if totalTokens == 0 {
  228. // in this case, must be some error happened
  229. // we cannot just return, because we may have to return the pre-consumed quota
  230. quota = 0
  231. }
  232. quotaDelta := quota - preConsumedQuota
  233. err := model.PostConsumeTokenQuota(tokenId, quotaDelta)
  234. if err != nil {
  235. common.SysError("error consuming token remain quota: " + err.Error())
  236. }
  237. err = model.CacheUpdateUserQuota(userId)
  238. if err != nil {
  239. common.SysError("error update user quota cache: " + err.Error())
  240. }
  241. if quota != 0 {
  242. tokenName := c.GetString("token_name")
  243. logContent := fmt.Sprintf("模型倍率 %.2f,分组倍率 %.2f", modelRatio, groupRatio)
  244. model.RecordConsumeLog(userId, promptTokens, completionTokens, textRequest.Model, tokenName, quota, logContent)
  245. model.UpdateUserUsedQuotaAndRequestCount(userId, quota)
  246. channelId := c.GetInt("channel_id")
  247. model.UpdateChannelUsedQuota(channelId, quota)
  248. }
  249. }
  250. }()
  251. switch apiType {
  252. case APITypeOpenAI:
  253. if isStream {
  254. scanner := bufio.NewScanner(resp.Body)
  255. scanner.Split(func(data []byte, atEOF bool) (advance int, token []byte, err error) {
  256. if atEOF && len(data) == 0 {
  257. return 0, nil, nil
  258. }
  259. if i := strings.Index(string(data), "\n"); i >= 0 {
  260. return i + 1, data[0:i], nil
  261. }
  262. if atEOF {
  263. return len(data), data, nil
  264. }
  265. return 0, nil, nil
  266. })
  267. dataChan := make(chan string)
  268. stopChan := make(chan bool)
  269. go func() {
  270. for scanner.Scan() {
  271. data := scanner.Text()
  272. if len(data) < 6 { // ignore blank line or wrong format
  273. continue
  274. }
  275. dataChan <- data
  276. data = data[6:]
  277. if !strings.HasPrefix(data, "[DONE]") {
  278. switch relayMode {
  279. case RelayModeChatCompletions:
  280. var streamResponse ChatCompletionsStreamResponse
  281. err = json.Unmarshal([]byte(data), &streamResponse)
  282. if err != nil {
  283. common.SysError("error unmarshalling stream response: " + err.Error())
  284. return
  285. }
  286. for _, choice := range streamResponse.Choices {
  287. streamResponseText += choice.Delta.Content
  288. }
  289. case RelayModeCompletions:
  290. var streamResponse CompletionsStreamResponse
  291. err = json.Unmarshal([]byte(data), &streamResponse)
  292. if err != nil {
  293. common.SysError("error unmarshalling stream response: " + err.Error())
  294. return
  295. }
  296. for _, choice := range streamResponse.Choices {
  297. streamResponseText += choice.Text
  298. }
  299. }
  300. }
  301. }
  302. stopChan <- true
  303. }()
  304. c.Writer.Header().Set("Content-Type", "text/event-stream")
  305. c.Writer.Header().Set("Cache-Control", "no-cache")
  306. c.Writer.Header().Set("Connection", "keep-alive")
  307. c.Writer.Header().Set("Transfer-Encoding", "chunked")
  308. c.Writer.Header().Set("X-Accel-Buffering", "no")
  309. c.Stream(func(w io.Writer) bool {
  310. select {
  311. case data := <-dataChan:
  312. if strings.HasPrefix(data, "data: [DONE]") {
  313. data = data[:12]
  314. }
  315. // some implementations may add \r at the end of data
  316. data = strings.TrimSuffix(data, "\r")
  317. c.Render(-1, common.CustomEvent{Data: data})
  318. return true
  319. case <-stopChan:
  320. return false
  321. }
  322. })
  323. err = resp.Body.Close()
  324. if err != nil {
  325. return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
  326. }
  327. return nil
  328. } else {
  329. if consumeQuota {
  330. responseBody, err := io.ReadAll(resp.Body)
  331. if err != nil {
  332. return errorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
  333. }
  334. err = resp.Body.Close()
  335. if err != nil {
  336. return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
  337. }
  338. err = json.Unmarshal(responseBody, &textResponse)
  339. if err != nil {
  340. return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
  341. }
  342. if textResponse.Error.Type != "" {
  343. return &OpenAIErrorWithStatusCode{
  344. OpenAIError: textResponse.Error,
  345. StatusCode: resp.StatusCode,
  346. }
  347. }
  348. // Reset response body
  349. resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
  350. }
  351. // We shouldn't set the header before we parse the response body, because the parse part may fail.
  352. // And then we will have to send an error response, but in this case, the header has already been set.
  353. // So the client will be confused by the response.
  354. // For example, Postman will report error, and we cannot check the response at all.
  355. for k, v := range resp.Header {
  356. c.Writer.Header().Set(k, v[0])
  357. }
  358. c.Writer.WriteHeader(resp.StatusCode)
  359. _, err = io.Copy(c.Writer, resp.Body)
  360. if err != nil {
  361. return errorWrapper(err, "copy_response_body_failed", http.StatusInternalServerError)
  362. }
  363. err = resp.Body.Close()
  364. if err != nil {
  365. return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
  366. }
  367. return nil
  368. }
  369. case APITypeClaude:
  370. if isStream {
  371. err, responseText := claudeStreamHandler(c, resp)
  372. if err != nil {
  373. return err
  374. }
  375. streamResponseText = responseText
  376. return nil
  377. } else {
  378. err, usage := claudeHandler(c, resp, promptTokens, textRequest.Model)
  379. if err != nil {
  380. return err
  381. }
  382. textResponse.Usage = *usage
  383. return nil
  384. }
  385. default:
  386. return errorWrapper(errors.New("unknown api type"), "unknown_api_type", http.StatusInternalServerError)
  387. }
  388. }