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