relay-text.go 17 KB

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  1. package controller
  2. import (
  3. "bytes"
  4. "encoding/json"
  5. "errors"
  6. "fmt"
  7. "github.com/gin-gonic/gin"
  8. "io"
  9. "net/http"
  10. "one-api/common"
  11. "one-api/model"
  12. "strings"
  13. "time"
  14. )
  15. const (
  16. APITypeOpenAI = iota
  17. APITypeClaude
  18. APITypePaLM
  19. APITypeBaidu
  20. APITypeZhipu
  21. APITypeAli
  22. APITypeXunfei
  23. APITypeAIProxyLibrary
  24. )
  25. var httpClient *http.Client
  26. var impatientHTTPClient *http.Client
  27. func init() {
  28. httpClient = &http.Client{}
  29. impatientHTTPClient = &http.Client{
  30. Timeout: 5 * time.Second,
  31. }
  32. }
  33. func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
  34. channelType := c.GetInt("channel")
  35. tokenId := c.GetInt("token_id")
  36. userId := c.GetInt("id")
  37. consumeQuota := c.GetBool("consume_quota")
  38. group := c.GetString("group")
  39. var textRequest GeneralOpenAIRequest
  40. if consumeQuota || channelType == common.ChannelTypeAzure || channelType == common.ChannelTypePaLM {
  41. err := common.UnmarshalBodyReusable(c, &textRequest)
  42. if err != nil {
  43. return errorWrapper(err, "bind_request_body_failed", http.StatusBadRequest)
  44. }
  45. }
  46. if relayMode == RelayModeModerations && textRequest.Model == "" {
  47. textRequest.Model = "text-moderation-latest"
  48. }
  49. if relayMode == RelayModeEmbeddings && textRequest.Model == "" {
  50. textRequest.Model = c.Param("model")
  51. }
  52. // request validation
  53. if textRequest.Model == "" {
  54. return errorWrapper(errors.New("model is required"), "required_field_missing", http.StatusBadRequest)
  55. }
  56. switch relayMode {
  57. case RelayModeCompletions:
  58. if textRequest.Prompt == "" {
  59. return errorWrapper(errors.New("field prompt is required"), "required_field_missing", http.StatusBadRequest)
  60. }
  61. case RelayModeChatCompletions:
  62. if textRequest.Messages == nil || len(textRequest.Messages) == 0 {
  63. return errorWrapper(errors.New("field messages is required"), "required_field_missing", http.StatusBadRequest)
  64. }
  65. case RelayModeEmbeddings:
  66. case RelayModeModerations:
  67. if textRequest.Input == "" {
  68. return errorWrapper(errors.New("field input is required"), "required_field_missing", http.StatusBadRequest)
  69. }
  70. case RelayModeEdits:
  71. if textRequest.Instruction == "" {
  72. return errorWrapper(errors.New("field instruction is required"), "required_field_missing", http.StatusBadRequest)
  73. }
  74. }
  75. // map model name
  76. modelMapping := c.GetString("model_mapping")
  77. isModelMapped := false
  78. if modelMapping != "" && modelMapping != "{}" {
  79. modelMap := make(map[string]string)
  80. err := json.Unmarshal([]byte(modelMapping), &modelMap)
  81. if err != nil {
  82. return errorWrapper(err, "unmarshal_model_mapping_failed", http.StatusInternalServerError)
  83. }
  84. if modelMap[textRequest.Model] != "" {
  85. textRequest.Model = modelMap[textRequest.Model]
  86. isModelMapped = true
  87. }
  88. }
  89. apiType := APITypeOpenAI
  90. switch channelType {
  91. case common.ChannelTypeAnthropic:
  92. apiType = APITypeClaude
  93. case common.ChannelTypeBaidu:
  94. apiType = APITypeBaidu
  95. case common.ChannelTypePaLM:
  96. apiType = APITypePaLM
  97. case common.ChannelTypeZhipu:
  98. apiType = APITypeZhipu
  99. case common.ChannelTypeAli:
  100. apiType = APITypeAli
  101. case common.ChannelTypeXunfei:
  102. apiType = APITypeXunfei
  103. case common.ChannelTypeAIProxyLibrary:
  104. apiType = APITypeAIProxyLibrary
  105. }
  106. baseURL := common.ChannelBaseURLs[channelType]
  107. requestURL := c.Request.URL.String()
  108. if c.GetString("base_url") != "" {
  109. baseURL = c.GetString("base_url")
  110. }
  111. fullRequestURL := fmt.Sprintf("%s%s", baseURL, requestURL)
  112. switch apiType {
  113. case APITypeOpenAI:
  114. if channelType == common.ChannelTypeAzure {
  115. // https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?pivots=rest-api&tabs=command-line#rest-api
  116. query := c.Request.URL.Query()
  117. apiVersion := query.Get("api-version")
  118. if apiVersion == "" {
  119. apiVersion = c.GetString("api_version")
  120. }
  121. requestURL := strings.Split(requestURL, "?")[0]
  122. requestURL = fmt.Sprintf("%s?api-version=%s", requestURL, apiVersion)
  123. baseURL = c.GetString("base_url")
  124. task := strings.TrimPrefix(requestURL, "/v1/")
  125. model_ := textRequest.Model
  126. model_ = strings.Replace(model_, ".", "", -1)
  127. // https://github.com/songquanpeng/one-api/issues/67
  128. model_ = strings.TrimSuffix(model_, "-0301")
  129. model_ = strings.TrimSuffix(model_, "-0314")
  130. model_ = strings.TrimSuffix(model_, "-0613")
  131. fullRequestURL = fmt.Sprintf("%s/openai/deployments/%s/%s", baseURL, model_, task)
  132. }
  133. case APITypeClaude:
  134. fullRequestURL = "https://api.anthropic.com/v1/complete"
  135. if baseURL != "" {
  136. fullRequestURL = fmt.Sprintf("%s/v1/complete", baseURL)
  137. }
  138. case APITypeBaidu:
  139. switch textRequest.Model {
  140. case "ERNIE-Bot":
  141. fullRequestURL = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions"
  142. case "ERNIE-Bot-turbo":
  143. fullRequestURL = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/eb-instant"
  144. case "BLOOMZ-7B":
  145. fullRequestURL = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/bloomz_7b1"
  146. case "Embedding-V1":
  147. fullRequestURL = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/embeddings/embedding-v1"
  148. }
  149. apiKey := c.Request.Header.Get("Authorization")
  150. apiKey = strings.TrimPrefix(apiKey, "Bearer ")
  151. var err error
  152. if apiKey, err = getBaiduAccessToken(apiKey); err != nil {
  153. return errorWrapper(err, "invalid_baidu_config", http.StatusInternalServerError)
  154. }
  155. fullRequestURL += "?access_token=" + apiKey
  156. case APITypePaLM:
  157. fullRequestURL = "https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:generateMessage"
  158. if baseURL != "" {
  159. fullRequestURL = fmt.Sprintf("%s/v1beta2/models/chat-bison-001:generateMessage", baseURL)
  160. }
  161. apiKey := c.Request.Header.Get("Authorization")
  162. apiKey = strings.TrimPrefix(apiKey, "Bearer ")
  163. fullRequestURL += "?key=" + apiKey
  164. case APITypeZhipu:
  165. method := "invoke"
  166. if textRequest.Stream {
  167. method = "sse-invoke"
  168. }
  169. fullRequestURL = fmt.Sprintf("https://open.bigmodel.cn/api/paas/v3/model-api/%s/%s", textRequest.Model, method)
  170. case APITypeAli:
  171. fullRequestURL = "https://dashscope.aliyuncs.com/api/v1/services/aigc/text-generation/generation"
  172. case APITypeAIProxyLibrary:
  173. fullRequestURL = fmt.Sprintf("%s/api/library/ask", baseURL)
  174. }
  175. var promptTokens int
  176. var completionTokens int
  177. switch relayMode {
  178. case RelayModeChatCompletions:
  179. promptTokens = countTokenMessages(textRequest.Messages, textRequest.Model)
  180. case RelayModeCompletions:
  181. promptTokens = countTokenInput(textRequest.Prompt, textRequest.Model)
  182. case RelayModeModerations:
  183. promptTokens = countTokenInput(textRequest.Input, textRequest.Model)
  184. }
  185. preConsumedTokens := common.PreConsumedQuota
  186. if textRequest.MaxTokens != 0 {
  187. preConsumedTokens = promptTokens + textRequest.MaxTokens
  188. }
  189. modelRatio := common.GetModelRatio(textRequest.Model)
  190. groupRatio := common.GetGroupRatio(group)
  191. ratio := modelRatio * groupRatio
  192. preConsumedQuota := int(float64(preConsumedTokens) * ratio)
  193. userQuota, err := model.CacheGetUserQuota(userId)
  194. if err != nil {
  195. return errorWrapper(err, "get_user_quota_failed", http.StatusInternalServerError)
  196. }
  197. err = model.CacheDecreaseUserQuota(userId, preConsumedQuota)
  198. if err != nil {
  199. return errorWrapper(err, "decrease_user_quota_failed", http.StatusInternalServerError)
  200. }
  201. if userQuota > 100*preConsumedQuota {
  202. // in this case, we do not pre-consume quota
  203. // because the user has enough quota
  204. preConsumedQuota = 0
  205. }
  206. if consumeQuota && preConsumedQuota > 0 {
  207. err := model.PreConsumeTokenQuota(tokenId, preConsumedQuota)
  208. if err != nil {
  209. return errorWrapper(err, "pre_consume_token_quota_failed", http.StatusForbidden)
  210. }
  211. }
  212. var requestBody io.Reader
  213. if isModelMapped {
  214. jsonStr, err := json.Marshal(textRequest)
  215. if err != nil {
  216. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  217. }
  218. requestBody = bytes.NewBuffer(jsonStr)
  219. } else {
  220. requestBody = c.Request.Body
  221. }
  222. switch apiType {
  223. case APITypeClaude:
  224. claudeRequest := requestOpenAI2Claude(textRequest)
  225. jsonStr, err := json.Marshal(claudeRequest)
  226. if err != nil {
  227. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  228. }
  229. requestBody = bytes.NewBuffer(jsonStr)
  230. case APITypeBaidu:
  231. var jsonData []byte
  232. var err error
  233. switch relayMode {
  234. case RelayModeEmbeddings:
  235. baiduEmbeddingRequest := embeddingRequestOpenAI2Baidu(textRequest)
  236. jsonData, err = json.Marshal(baiduEmbeddingRequest)
  237. default:
  238. baiduRequest := requestOpenAI2Baidu(textRequest)
  239. jsonData, err = json.Marshal(baiduRequest)
  240. }
  241. if err != nil {
  242. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  243. }
  244. requestBody = bytes.NewBuffer(jsonData)
  245. case APITypePaLM:
  246. palmRequest := requestOpenAI2PaLM(textRequest)
  247. jsonStr, err := json.Marshal(palmRequest)
  248. if err != nil {
  249. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  250. }
  251. requestBody = bytes.NewBuffer(jsonStr)
  252. case APITypeZhipu:
  253. zhipuRequest := requestOpenAI2Zhipu(textRequest)
  254. jsonStr, err := json.Marshal(zhipuRequest)
  255. if err != nil {
  256. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  257. }
  258. requestBody = bytes.NewBuffer(jsonStr)
  259. case APITypeAli:
  260. aliRequest := requestOpenAI2Ali(textRequest)
  261. jsonStr, err := json.Marshal(aliRequest)
  262. if err != nil {
  263. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  264. }
  265. requestBody = bytes.NewBuffer(jsonStr)
  266. case APITypeAIProxyLibrary:
  267. aiProxyLibraryRequest := requestOpenAI2AIProxyLibrary(textRequest)
  268. aiProxyLibraryRequest.LibraryId = c.GetString("library_id")
  269. jsonStr, err := json.Marshal(aiProxyLibraryRequest)
  270. if err != nil {
  271. return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
  272. }
  273. requestBody = bytes.NewBuffer(jsonStr)
  274. }
  275. var req *http.Request
  276. var resp *http.Response
  277. isStream := textRequest.Stream
  278. if apiType != APITypeXunfei { // cause xunfei use websocket
  279. req, err = http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
  280. if err != nil {
  281. return errorWrapper(err, "new_request_failed", http.StatusInternalServerError)
  282. }
  283. apiKey := c.Request.Header.Get("Authorization")
  284. apiKey = strings.TrimPrefix(apiKey, "Bearer ")
  285. switch apiType {
  286. case APITypeOpenAI:
  287. if channelType == common.ChannelTypeAzure {
  288. req.Header.Set("api-key", apiKey)
  289. } else {
  290. req.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
  291. if channelType == common.ChannelTypeOpenRouter {
  292. req.Header.Set("HTTP-Referer", "https://github.com/songquanpeng/one-api")
  293. req.Header.Set("X-Title", "One API")
  294. }
  295. }
  296. case APITypeClaude:
  297. req.Header.Set("x-api-key", apiKey)
  298. anthropicVersion := c.Request.Header.Get("anthropic-version")
  299. if anthropicVersion == "" {
  300. anthropicVersion = "2023-06-01"
  301. }
  302. req.Header.Set("anthropic-version", anthropicVersion)
  303. case APITypeZhipu:
  304. token := getZhipuToken(apiKey)
  305. req.Header.Set("Authorization", token)
  306. case APITypeAli:
  307. req.Header.Set("Authorization", "Bearer "+apiKey)
  308. if textRequest.Stream {
  309. req.Header.Set("X-DashScope-SSE", "enable")
  310. }
  311. default:
  312. req.Header.Set("Authorization", "Bearer "+apiKey)
  313. }
  314. req.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
  315. req.Header.Set("Accept", c.Request.Header.Get("Accept"))
  316. //req.Header.Set("Connection", c.Request.Header.Get("Connection"))
  317. resp, err = httpClient.Do(req)
  318. if err != nil {
  319. return errorWrapper(err, "do_request_failed", http.StatusInternalServerError)
  320. }
  321. err = req.Body.Close()
  322. if err != nil {
  323. return errorWrapper(err, "close_request_body_failed", http.StatusInternalServerError)
  324. }
  325. err = c.Request.Body.Close()
  326. if err != nil {
  327. return errorWrapper(err, "close_request_body_failed", http.StatusInternalServerError)
  328. }
  329. isStream = isStream || strings.HasPrefix(resp.Header.Get("Content-Type"), "text/event-stream")
  330. if resp.StatusCode != http.StatusOK {
  331. return relayErrorHandler(resp)
  332. }
  333. }
  334. var textResponse TextResponse
  335. tokenName := c.GetString("token_name")
  336. channelId := c.GetInt("channel_id")
  337. defer func() {
  338. // c.Writer.Flush()
  339. go func() {
  340. if consumeQuota {
  341. quota := 0
  342. completionRatio := common.GetCompletionRatio(textRequest.Model)
  343. promptTokens = textResponse.Usage.PromptTokens
  344. completionTokens = textResponse.Usage.CompletionTokens
  345. quota = promptTokens + int(float64(completionTokens)*completionRatio)
  346. quota = int(float64(quota) * ratio)
  347. if ratio != 0 && quota <= 0 {
  348. quota = 1
  349. }
  350. totalTokens := promptTokens + completionTokens
  351. if totalTokens == 0 {
  352. // in this case, must be some error happened
  353. // we cannot just return, because we may have to return the pre-consumed quota
  354. quota = 0
  355. }
  356. quotaDelta := quota - preConsumedQuota
  357. err := model.PostConsumeTokenQuota(tokenId, quotaDelta)
  358. if err != nil {
  359. common.SysError("error consuming token remain quota: " + err.Error())
  360. }
  361. err = model.CacheUpdateUserQuota(userId)
  362. if err != nil {
  363. common.SysError("error update user quota cache: " + err.Error())
  364. }
  365. if quota != 0 {
  366. logContent := fmt.Sprintf("模型倍率 %.2f,分组倍率 %.2f", modelRatio, groupRatio)
  367. model.RecordConsumeLog(userId, promptTokens, completionTokens, textRequest.Model, tokenName, quota, logContent)
  368. model.UpdateUserUsedQuotaAndRequestCount(userId, quota)
  369. model.UpdateChannelUsedQuota(channelId, quota)
  370. }
  371. }
  372. }()
  373. }()
  374. switch apiType {
  375. case APITypeOpenAI:
  376. if isStream {
  377. err, responseText := openaiStreamHandler(c, resp, relayMode)
  378. if err != nil {
  379. return err
  380. }
  381. textResponse.Usage.PromptTokens = promptTokens
  382. textResponse.Usage.CompletionTokens = countTokenText(responseText, textRequest.Model)
  383. return nil
  384. } else {
  385. err, usage := openaiHandler(c, resp, consumeQuota, promptTokens, textRequest.Model)
  386. if err != nil {
  387. return err
  388. }
  389. if usage != nil {
  390. textResponse.Usage = *usage
  391. }
  392. return nil
  393. }
  394. case APITypeClaude:
  395. if isStream {
  396. err, responseText := claudeStreamHandler(c, resp)
  397. if err != nil {
  398. return err
  399. }
  400. textResponse.Usage.PromptTokens = promptTokens
  401. textResponse.Usage.CompletionTokens = countTokenText(responseText, textRequest.Model)
  402. return nil
  403. } else {
  404. err, usage := claudeHandler(c, resp, promptTokens, textRequest.Model)
  405. if err != nil {
  406. return err
  407. }
  408. if usage != nil {
  409. textResponse.Usage = *usage
  410. }
  411. return nil
  412. }
  413. case APITypeBaidu:
  414. if isStream {
  415. err, usage := baiduStreamHandler(c, resp)
  416. if err != nil {
  417. return err
  418. }
  419. if usage != nil {
  420. textResponse.Usage = *usage
  421. }
  422. return nil
  423. } else {
  424. var err *OpenAIErrorWithStatusCode
  425. var usage *Usage
  426. switch relayMode {
  427. case RelayModeEmbeddings:
  428. err, usage = baiduEmbeddingHandler(c, resp)
  429. default:
  430. err, usage = baiduHandler(c, resp)
  431. }
  432. if err != nil {
  433. return err
  434. }
  435. if usage != nil {
  436. textResponse.Usage = *usage
  437. }
  438. return nil
  439. }
  440. case APITypePaLM:
  441. if textRequest.Stream { // PaLM2 API does not support stream
  442. err, responseText := palmStreamHandler(c, resp)
  443. if err != nil {
  444. return err
  445. }
  446. textResponse.Usage.PromptTokens = promptTokens
  447. textResponse.Usage.CompletionTokens = countTokenText(responseText, textRequest.Model)
  448. return nil
  449. } else {
  450. err, usage := palmHandler(c, resp, promptTokens, textRequest.Model)
  451. if err != nil {
  452. return err
  453. }
  454. if usage != nil {
  455. textResponse.Usage = *usage
  456. }
  457. return nil
  458. }
  459. case APITypeZhipu:
  460. if isStream {
  461. err, usage := zhipuStreamHandler(c, resp)
  462. if err != nil {
  463. return err
  464. }
  465. if usage != nil {
  466. textResponse.Usage = *usage
  467. }
  468. // zhipu's API does not return prompt tokens & completion tokens
  469. textResponse.Usage.PromptTokens = textResponse.Usage.TotalTokens
  470. return nil
  471. } else {
  472. err, usage := zhipuHandler(c, resp)
  473. if err != nil {
  474. return err
  475. }
  476. if usage != nil {
  477. textResponse.Usage = *usage
  478. }
  479. // zhipu's API does not return prompt tokens & completion tokens
  480. textResponse.Usage.PromptTokens = textResponse.Usage.TotalTokens
  481. return nil
  482. }
  483. case APITypeAli:
  484. if isStream {
  485. err, usage := aliStreamHandler(c, resp)
  486. if err != nil {
  487. return err
  488. }
  489. if usage != nil {
  490. textResponse.Usage = *usage
  491. }
  492. return nil
  493. } else {
  494. err, usage := aliHandler(c, resp)
  495. if err != nil {
  496. return err
  497. }
  498. if usage != nil {
  499. textResponse.Usage = *usage
  500. }
  501. return nil
  502. }
  503. case APITypeXunfei:
  504. if isStream {
  505. auth := c.Request.Header.Get("Authorization")
  506. auth = strings.TrimPrefix(auth, "Bearer ")
  507. splits := strings.Split(auth, "|")
  508. if len(splits) != 3 {
  509. return errorWrapper(errors.New("invalid auth"), "invalid_auth", http.StatusBadRequest)
  510. }
  511. err, usage := xunfeiStreamHandler(c, textRequest, splits[0], splits[1], splits[2])
  512. if err != nil {
  513. return err
  514. }
  515. if usage != nil {
  516. textResponse.Usage = *usage
  517. }
  518. return nil
  519. } else {
  520. return errorWrapper(errors.New("xunfei api does not support non-stream mode"), "invalid_api_type", http.StatusBadRequest)
  521. }
  522. case APITypeAIProxyLibrary:
  523. if isStream {
  524. err, usage := aiProxyLibraryStreamHandler(c, resp)
  525. if err != nil {
  526. return err
  527. }
  528. if usage != nil {
  529. textResponse.Usage = *usage
  530. }
  531. return nil
  532. } else {
  533. err, usage := aiProxyLibraryHandler(c, resp)
  534. if err != nil {
  535. return err
  536. }
  537. if usage != nil {
  538. textResponse.Usage = *usage
  539. }
  540. return nil
  541. }
  542. default:
  543. return errorWrapper(errors.New("unknown api type"), "unknown_api_type", http.StatusInternalServerError)
  544. }
  545. }