relay-openai.go 19 KB

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  1. package openai
  2. import (
  3. "bytes"
  4. "fmt"
  5. "io"
  6. "math"
  7. "mime/multipart"
  8. "net/http"
  9. "one-api/common"
  10. "one-api/constant"
  11. "one-api/dto"
  12. relaycommon "one-api/relay/common"
  13. "one-api/relay/helper"
  14. "one-api/service"
  15. "os"
  16. "path/filepath"
  17. "strings"
  18. "one-api/types"
  19. "github.com/bytedance/gopkg/util/gopool"
  20. "github.com/gin-gonic/gin"
  21. "github.com/gorilla/websocket"
  22. "github.com/pkg/errors"
  23. )
  24. func sendStreamData(c *gin.Context, info *relaycommon.RelayInfo, data string, forceFormat bool, thinkToContent bool) error {
  25. if data == "" {
  26. return nil
  27. }
  28. if !forceFormat && !thinkToContent {
  29. return helper.StringData(c, data)
  30. }
  31. var lastStreamResponse dto.ChatCompletionsStreamResponse
  32. if err := common.UnmarshalJsonStr(data, &lastStreamResponse); err != nil {
  33. return err
  34. }
  35. if !thinkToContent {
  36. return helper.ObjectData(c, lastStreamResponse)
  37. }
  38. hasThinkingContent := false
  39. hasContent := false
  40. var thinkingContent strings.Builder
  41. for _, choice := range lastStreamResponse.Choices {
  42. if len(choice.Delta.GetReasoningContent()) > 0 {
  43. hasThinkingContent = true
  44. thinkingContent.WriteString(choice.Delta.GetReasoningContent())
  45. }
  46. if len(choice.Delta.GetContentString()) > 0 {
  47. hasContent = true
  48. }
  49. }
  50. // Handle think to content conversion
  51. if info.ThinkingContentInfo.IsFirstThinkingContent {
  52. if hasThinkingContent {
  53. response := lastStreamResponse.Copy()
  54. for i := range response.Choices {
  55. // send `think` tag with thinking content
  56. response.Choices[i].Delta.SetContentString("<think>\n" + thinkingContent.String())
  57. response.Choices[i].Delta.ReasoningContent = nil
  58. response.Choices[i].Delta.Reasoning = nil
  59. }
  60. info.ThinkingContentInfo.IsFirstThinkingContent = false
  61. info.ThinkingContentInfo.HasSentThinkingContent = true
  62. return helper.ObjectData(c, response)
  63. }
  64. }
  65. if lastStreamResponse.Choices == nil || len(lastStreamResponse.Choices) == 0 {
  66. return helper.ObjectData(c, lastStreamResponse)
  67. }
  68. // Process each choice
  69. for i, choice := range lastStreamResponse.Choices {
  70. // Handle transition from thinking to content
  71. // only send `</think>` tag when previous thinking content has been sent
  72. if hasContent && !info.ThinkingContentInfo.SendLastThinkingContent && info.ThinkingContentInfo.HasSentThinkingContent {
  73. response := lastStreamResponse.Copy()
  74. for j := range response.Choices {
  75. response.Choices[j].Delta.SetContentString("\n</think>\n")
  76. response.Choices[j].Delta.ReasoningContent = nil
  77. response.Choices[j].Delta.Reasoning = nil
  78. }
  79. info.ThinkingContentInfo.SendLastThinkingContent = true
  80. helper.ObjectData(c, response)
  81. }
  82. // Convert reasoning content to regular content if any
  83. if len(choice.Delta.GetReasoningContent()) > 0 {
  84. lastStreamResponse.Choices[i].Delta.SetContentString(choice.Delta.GetReasoningContent())
  85. lastStreamResponse.Choices[i].Delta.ReasoningContent = nil
  86. lastStreamResponse.Choices[i].Delta.Reasoning = nil
  87. } else if !hasThinkingContent && !hasContent {
  88. // flush thinking content
  89. lastStreamResponse.Choices[i].Delta.ReasoningContent = nil
  90. lastStreamResponse.Choices[i].Delta.Reasoning = nil
  91. }
  92. }
  93. return helper.ObjectData(c, lastStreamResponse)
  94. }
  95. func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
  96. if resp == nil || resp.Body == nil {
  97. common.LogError(c, "invalid response or response body")
  98. return nil, types.NewError(fmt.Errorf("invalid response"), types.ErrorCodeBadResponse)
  99. }
  100. defer common.CloseResponseBodyGracefully(resp)
  101. model := info.UpstreamModelName
  102. var responseId string
  103. var createAt int64 = 0
  104. var systemFingerprint string
  105. var containStreamUsage bool
  106. var responseTextBuilder strings.Builder
  107. var toolCount int
  108. var usage = &dto.Usage{}
  109. var streamItems []string // store stream items
  110. var forceFormat bool
  111. var thinkToContent bool
  112. if info.ChannelSetting.ForceFormat {
  113. forceFormat = true
  114. }
  115. if info.ChannelSetting.ThinkingToContent {
  116. thinkToContent = true
  117. }
  118. var (
  119. lastStreamData string
  120. )
  121. helper.StreamScannerHandler(c, resp, info, func(data string) bool {
  122. if lastStreamData != "" {
  123. err := handleStreamFormat(c, info, lastStreamData, forceFormat, thinkToContent)
  124. if err != nil {
  125. common.SysError("error handling stream format: " + err.Error())
  126. }
  127. }
  128. lastStreamData = data
  129. streamItems = append(streamItems, data)
  130. return true
  131. })
  132. // 处理最后的响应
  133. shouldSendLastResp := true
  134. if err := handleLastResponse(lastStreamData, &responseId, &createAt, &systemFingerprint, &model, &usage,
  135. &containStreamUsage, info, &shouldSendLastResp); err != nil {
  136. common.SysError("error handling last response: " + err.Error())
  137. }
  138. if shouldSendLastResp && info.RelayFormat == relaycommon.RelayFormatOpenAI {
  139. _ = sendStreamData(c, info, lastStreamData, forceFormat, thinkToContent)
  140. }
  141. // 处理token计算
  142. if err := processTokens(info.RelayMode, streamItems, &responseTextBuilder, &toolCount); err != nil {
  143. common.SysError("error processing tokens: " + err.Error())
  144. }
  145. if !containStreamUsage {
  146. usage = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
  147. usage.CompletionTokens += toolCount * 7
  148. } else {
  149. if info.ChannelType == constant.ChannelTypeDeepSeek {
  150. if usage.PromptCacheHitTokens != 0 {
  151. usage.PromptTokensDetails.CachedTokens = usage.PromptCacheHitTokens
  152. }
  153. }
  154. }
  155. handleFinalResponse(c, info, lastStreamData, responseId, createAt, model, systemFingerprint, usage, containStreamUsage)
  156. return usage, nil
  157. }
  158. func OpenaiHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
  159. defer common.CloseResponseBodyGracefully(resp)
  160. var simpleResponse dto.OpenAITextResponse
  161. responseBody, err := io.ReadAll(resp.Body)
  162. if err != nil {
  163. return nil, types.NewError(err, types.ErrorCodeReadResponseBodyFailed)
  164. }
  165. err = common.Unmarshal(responseBody, &simpleResponse)
  166. if err != nil {
  167. return nil, types.NewError(err, types.ErrorCodeBadResponseBody)
  168. }
  169. if simpleResponse.Error != nil && simpleResponse.Error.Type != "" {
  170. return nil, types.WithOpenAIError(*simpleResponse.Error, resp.StatusCode)
  171. }
  172. forceFormat := false
  173. if info.ChannelSetting.ForceFormat {
  174. forceFormat = true
  175. }
  176. if simpleResponse.Usage.TotalTokens == 0 || (simpleResponse.Usage.PromptTokens == 0 && simpleResponse.Usage.CompletionTokens == 0) {
  177. completionTokens := 0
  178. for _, choice := range simpleResponse.Choices {
  179. ctkm := service.CountTextToken(choice.Message.StringContent()+choice.Message.ReasoningContent+choice.Message.Reasoning, info.UpstreamModelName)
  180. completionTokens += ctkm
  181. }
  182. simpleResponse.Usage = dto.Usage{
  183. PromptTokens: info.PromptTokens,
  184. CompletionTokens: completionTokens,
  185. TotalTokens: info.PromptTokens + completionTokens,
  186. }
  187. }
  188. switch info.RelayFormat {
  189. case relaycommon.RelayFormatOpenAI:
  190. if forceFormat {
  191. responseBody, err = common.Marshal(simpleResponse)
  192. if err != nil {
  193. return nil, types.NewError(err, types.ErrorCodeBadResponseBody)
  194. }
  195. } else {
  196. break
  197. }
  198. case relaycommon.RelayFormatClaude:
  199. claudeResp := service.ResponseOpenAI2Claude(&simpleResponse, info)
  200. claudeRespStr, err := common.Marshal(claudeResp)
  201. if err != nil {
  202. return nil, types.NewError(err, types.ErrorCodeBadResponseBody)
  203. }
  204. responseBody = claudeRespStr
  205. }
  206. common.IOCopyBytesGracefully(c, resp, responseBody)
  207. return &simpleResponse.Usage, nil
  208. }
  209. func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
  210. // the status code has been judged before, if there is a body reading failure,
  211. // it should be regarded as a non-recoverable error, so it should not return err for external retry.
  212. // Analogous to nginx's load balancing, it will only retry if it can't be requested or
  213. // if the upstream returns a specific status code, once the upstream has already written the header,
  214. // the subsequent failure of the response body should be regarded as a non-recoverable error,
  215. // and can be terminated directly.
  216. defer common.CloseResponseBodyGracefully(resp)
  217. usage := &dto.Usage{}
  218. usage.PromptTokens = info.PromptTokens
  219. usage.TotalTokens = info.PromptTokens
  220. for k, v := range resp.Header {
  221. c.Writer.Header().Set(k, v[0])
  222. }
  223. c.Writer.WriteHeader(resp.StatusCode)
  224. c.Writer.WriteHeaderNow()
  225. _, err := io.Copy(c.Writer, resp.Body)
  226. if err != nil {
  227. common.LogError(c, err.Error())
  228. }
  229. return usage
  230. }
  231. func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, responseFormat string) (*types.NewAPIError, *dto.Usage) {
  232. defer common.CloseResponseBodyGracefully(resp)
  233. // count tokens by audio file duration
  234. audioTokens, err := countAudioTokens(c)
  235. if err != nil {
  236. return types.NewError(err, types.ErrorCodeCountTokenFailed), nil
  237. }
  238. responseBody, err := io.ReadAll(resp.Body)
  239. if err != nil {
  240. return types.NewError(err, types.ErrorCodeReadResponseBodyFailed), nil
  241. }
  242. // 写入新的 response body
  243. common.IOCopyBytesGracefully(c, resp, responseBody)
  244. usage := &dto.Usage{}
  245. usage.PromptTokens = audioTokens
  246. usage.CompletionTokens = 0
  247. usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
  248. return nil, usage
  249. }
  250. func countAudioTokens(c *gin.Context) (int, error) {
  251. body, err := common.GetRequestBody(c)
  252. if err != nil {
  253. return 0, errors.WithStack(err)
  254. }
  255. var reqBody struct {
  256. File *multipart.FileHeader `form:"file" binding:"required"`
  257. }
  258. c.Request.Body = io.NopCloser(bytes.NewReader(body))
  259. if err = c.ShouldBind(&reqBody); err != nil {
  260. return 0, errors.WithStack(err)
  261. }
  262. ext := filepath.Ext(reqBody.File.Filename) // 获取文件扩展名
  263. reqFp, err := reqBody.File.Open()
  264. if err != nil {
  265. return 0, errors.WithStack(err)
  266. }
  267. defer reqFp.Close()
  268. tmpFp, err := os.CreateTemp("", "audio-*"+ext)
  269. if err != nil {
  270. return 0, errors.WithStack(err)
  271. }
  272. defer os.Remove(tmpFp.Name())
  273. _, err = io.Copy(tmpFp, reqFp)
  274. if err != nil {
  275. return 0, errors.WithStack(err)
  276. }
  277. if err = tmpFp.Close(); err != nil {
  278. return 0, errors.WithStack(err)
  279. }
  280. duration, err := common.GetAudioDuration(c.Request.Context(), tmpFp.Name(), ext)
  281. if err != nil {
  282. return 0, errors.WithStack(err)
  283. }
  284. return int(math.Round(math.Ceil(duration) / 60.0 * 1000)), nil // 1 minute 相当于 1k tokens
  285. }
  286. func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.RealtimeUsage) {
  287. if info == nil || info.ClientWs == nil || info.TargetWs == nil {
  288. return types.NewError(fmt.Errorf("invalid websocket connection"), types.ErrorCodeBadResponse), nil
  289. }
  290. info.IsStream = true
  291. clientConn := info.ClientWs
  292. targetConn := info.TargetWs
  293. clientClosed := make(chan struct{})
  294. targetClosed := make(chan struct{})
  295. sendChan := make(chan []byte, 100)
  296. receiveChan := make(chan []byte, 100)
  297. errChan := make(chan error, 2)
  298. usage := &dto.RealtimeUsage{}
  299. localUsage := &dto.RealtimeUsage{}
  300. sumUsage := &dto.RealtimeUsage{}
  301. gopool.Go(func() {
  302. defer func() {
  303. if r := recover(); r != nil {
  304. errChan <- fmt.Errorf("panic in client reader: %v", r)
  305. }
  306. }()
  307. for {
  308. select {
  309. case <-c.Done():
  310. return
  311. default:
  312. _, message, err := clientConn.ReadMessage()
  313. if err != nil {
  314. if !websocket.IsCloseError(err, websocket.CloseNormalClosure, websocket.CloseGoingAway) {
  315. errChan <- fmt.Errorf("error reading from client: %v", err)
  316. }
  317. close(clientClosed)
  318. return
  319. }
  320. realtimeEvent := &dto.RealtimeEvent{}
  321. err = common.Unmarshal(message, realtimeEvent)
  322. if err != nil {
  323. errChan <- fmt.Errorf("error unmarshalling message: %v", err)
  324. return
  325. }
  326. if realtimeEvent.Type == dto.RealtimeEventTypeSessionUpdate {
  327. if realtimeEvent.Session != nil {
  328. if realtimeEvent.Session.Tools != nil {
  329. info.RealtimeTools = realtimeEvent.Session.Tools
  330. }
  331. }
  332. }
  333. textToken, audioToken, err := service.CountTokenRealtime(info, *realtimeEvent, info.UpstreamModelName)
  334. if err != nil {
  335. errChan <- fmt.Errorf("error counting text token: %v", err)
  336. return
  337. }
  338. common.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
  339. localUsage.TotalTokens += textToken + audioToken
  340. localUsage.InputTokens += textToken + audioToken
  341. localUsage.InputTokenDetails.TextTokens += textToken
  342. localUsage.InputTokenDetails.AudioTokens += audioToken
  343. err = helper.WssString(c, targetConn, string(message))
  344. if err != nil {
  345. errChan <- fmt.Errorf("error writing to target: %v", err)
  346. return
  347. }
  348. select {
  349. case sendChan <- message:
  350. default:
  351. }
  352. }
  353. }
  354. })
  355. gopool.Go(func() {
  356. defer func() {
  357. if r := recover(); r != nil {
  358. errChan <- fmt.Errorf("panic in target reader: %v", r)
  359. }
  360. }()
  361. for {
  362. select {
  363. case <-c.Done():
  364. return
  365. default:
  366. _, message, err := targetConn.ReadMessage()
  367. if err != nil {
  368. if !websocket.IsCloseError(err, websocket.CloseNormalClosure, websocket.CloseGoingAway) {
  369. errChan <- fmt.Errorf("error reading from target: %v", err)
  370. }
  371. close(targetClosed)
  372. return
  373. }
  374. info.SetFirstResponseTime()
  375. realtimeEvent := &dto.RealtimeEvent{}
  376. err = common.Unmarshal(message, realtimeEvent)
  377. if err != nil {
  378. errChan <- fmt.Errorf("error unmarshalling message: %v", err)
  379. return
  380. }
  381. if realtimeEvent.Type == dto.RealtimeEventTypeResponseDone {
  382. realtimeUsage := realtimeEvent.Response.Usage
  383. if realtimeUsage != nil {
  384. usage.TotalTokens += realtimeUsage.TotalTokens
  385. usage.InputTokens += realtimeUsage.InputTokens
  386. usage.OutputTokens += realtimeUsage.OutputTokens
  387. usage.InputTokenDetails.AudioTokens += realtimeUsage.InputTokenDetails.AudioTokens
  388. usage.InputTokenDetails.CachedTokens += realtimeUsage.InputTokenDetails.CachedTokens
  389. usage.InputTokenDetails.TextTokens += realtimeUsage.InputTokenDetails.TextTokens
  390. usage.OutputTokenDetails.AudioTokens += realtimeUsage.OutputTokenDetails.AudioTokens
  391. usage.OutputTokenDetails.TextTokens += realtimeUsage.OutputTokenDetails.TextTokens
  392. err := preConsumeUsage(c, info, usage, sumUsage)
  393. if err != nil {
  394. errChan <- fmt.Errorf("error consume usage: %v", err)
  395. return
  396. }
  397. // 本次计费完成,清除
  398. usage = &dto.RealtimeUsage{}
  399. localUsage = &dto.RealtimeUsage{}
  400. } else {
  401. textToken, audioToken, err := service.CountTokenRealtime(info, *realtimeEvent, info.UpstreamModelName)
  402. if err != nil {
  403. errChan <- fmt.Errorf("error counting text token: %v", err)
  404. return
  405. }
  406. common.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
  407. localUsage.TotalTokens += textToken + audioToken
  408. info.IsFirstRequest = false
  409. localUsage.InputTokens += textToken + audioToken
  410. localUsage.InputTokenDetails.TextTokens += textToken
  411. localUsage.InputTokenDetails.AudioTokens += audioToken
  412. err = preConsumeUsage(c, info, localUsage, sumUsage)
  413. if err != nil {
  414. errChan <- fmt.Errorf("error consume usage: %v", err)
  415. return
  416. }
  417. // 本次计费完成,清除
  418. localUsage = &dto.RealtimeUsage{}
  419. // print now usage
  420. }
  421. common.LogInfo(c, fmt.Sprintf("realtime streaming sumUsage: %v", sumUsage))
  422. common.LogInfo(c, fmt.Sprintf("realtime streaming localUsage: %v", localUsage))
  423. common.LogInfo(c, fmt.Sprintf("realtime streaming localUsage: %v", localUsage))
  424. } else if realtimeEvent.Type == dto.RealtimeEventTypeSessionUpdated || realtimeEvent.Type == dto.RealtimeEventTypeSessionCreated {
  425. realtimeSession := realtimeEvent.Session
  426. if realtimeSession != nil {
  427. // update audio format
  428. info.InputAudioFormat = common.GetStringIfEmpty(realtimeSession.InputAudioFormat, info.InputAudioFormat)
  429. info.OutputAudioFormat = common.GetStringIfEmpty(realtimeSession.OutputAudioFormat, info.OutputAudioFormat)
  430. }
  431. } else {
  432. textToken, audioToken, err := service.CountTokenRealtime(info, *realtimeEvent, info.UpstreamModelName)
  433. if err != nil {
  434. errChan <- fmt.Errorf("error counting text token: %v", err)
  435. return
  436. }
  437. common.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
  438. localUsage.TotalTokens += textToken + audioToken
  439. localUsage.OutputTokens += textToken + audioToken
  440. localUsage.OutputTokenDetails.TextTokens += textToken
  441. localUsage.OutputTokenDetails.AudioTokens += audioToken
  442. }
  443. err = helper.WssString(c, clientConn, string(message))
  444. if err != nil {
  445. errChan <- fmt.Errorf("error writing to client: %v", err)
  446. return
  447. }
  448. select {
  449. case receiveChan <- message:
  450. default:
  451. }
  452. }
  453. }
  454. })
  455. select {
  456. case <-clientClosed:
  457. case <-targetClosed:
  458. case err := <-errChan:
  459. //return service.OpenAIErrorWrapper(err, "realtime_error", http.StatusInternalServerError), nil
  460. common.LogError(c, "realtime error: "+err.Error())
  461. case <-c.Done():
  462. }
  463. if usage.TotalTokens != 0 {
  464. _ = preConsumeUsage(c, info, usage, sumUsage)
  465. }
  466. if localUsage.TotalTokens != 0 {
  467. _ = preConsumeUsage(c, info, localUsage, sumUsage)
  468. }
  469. // check usage total tokens, if 0, use local usage
  470. return nil, sumUsage
  471. }
  472. func preConsumeUsage(ctx *gin.Context, info *relaycommon.RelayInfo, usage *dto.RealtimeUsage, totalUsage *dto.RealtimeUsage) error {
  473. if usage == nil || totalUsage == nil {
  474. return fmt.Errorf("invalid usage pointer")
  475. }
  476. totalUsage.TotalTokens += usage.TotalTokens
  477. totalUsage.InputTokens += usage.InputTokens
  478. totalUsage.OutputTokens += usage.OutputTokens
  479. totalUsage.InputTokenDetails.CachedTokens += usage.InputTokenDetails.CachedTokens
  480. totalUsage.InputTokenDetails.TextTokens += usage.InputTokenDetails.TextTokens
  481. totalUsage.InputTokenDetails.AudioTokens += usage.InputTokenDetails.AudioTokens
  482. totalUsage.OutputTokenDetails.TextTokens += usage.OutputTokenDetails.TextTokens
  483. totalUsage.OutputTokenDetails.AudioTokens += usage.OutputTokenDetails.AudioTokens
  484. // clear usage
  485. err := service.PreWssConsumeQuota(ctx, info, usage)
  486. return err
  487. }
  488. func OpenaiHandlerWithUsage(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
  489. defer common.CloseResponseBodyGracefully(resp)
  490. responseBody, err := io.ReadAll(resp.Body)
  491. if err != nil {
  492. return nil, types.NewError(err, types.ErrorCodeReadResponseBodyFailed)
  493. }
  494. var usageResp dto.SimpleResponse
  495. err = common.Unmarshal(responseBody, &usageResp)
  496. if err != nil {
  497. return nil, types.NewError(err, types.ErrorCodeBadResponseBody)
  498. }
  499. // 写入新的 response body
  500. common.IOCopyBytesGracefully(c, resp, responseBody)
  501. // Once we've written to the client, we should not return errors anymore
  502. // because the upstream has already consumed resources and returned content
  503. // We should still perform billing even if parsing fails
  504. // format
  505. if usageResp.InputTokens > 0 {
  506. usageResp.PromptTokens += usageResp.InputTokens
  507. }
  508. if usageResp.OutputTokens > 0 {
  509. usageResp.CompletionTokens += usageResp.OutputTokens
  510. }
  511. if usageResp.InputTokensDetails != nil {
  512. usageResp.PromptTokensDetails.ImageTokens += usageResp.InputTokensDetails.ImageTokens
  513. usageResp.PromptTokensDetails.TextTokens += usageResp.InputTokensDetails.TextTokens
  514. }
  515. return &usageResp.Usage, nil
  516. }