one-api/providers/palm/chat.go
2024-01-25 11:56:31 +08:00

193 lines
5.5 KiB
Go

package palm
import (
"encoding/json"
"fmt"
"net/http"
"one-api/common"
"one-api/common/requester"
"one-api/types"
"strings"
)
type palmStreamHandler struct {
Usage *types.Usage
Request *types.ChatCompletionRequest
}
func (p *PalmProvider) CreateChatCompletion(request *types.ChatCompletionRequest) (*types.ChatCompletionResponse, *types.OpenAIErrorWithStatusCode) {
req, errWithCode := p.getChatRequest(request)
if errWithCode != nil {
return nil, errWithCode
}
defer req.Body.Close()
palmResponse := &PaLMChatResponse{}
// 发送请求
_, errWithCode = p.Requester.SendRequest(req, palmResponse, false)
if errWithCode != nil {
return nil, errWithCode
}
return p.convertToChatOpenai(palmResponse, request)
}
func (p *PalmProvider) CreateChatCompletionStream(request *types.ChatCompletionRequest) (requester.StreamReaderInterface[string], *types.OpenAIErrorWithStatusCode) {
req, errWithCode := p.getChatRequest(request)
if errWithCode != nil {
return nil, errWithCode
}
defer req.Body.Close()
// 发送请求
resp, errWithCode := p.Requester.SendRequestRaw(req)
if errWithCode != nil {
return nil, errWithCode
}
chatHandler := &palmStreamHandler{
Usage: p.Usage,
Request: request,
}
return requester.RequestStream[string](p.Requester, resp, chatHandler.handlerStream)
}
func (p *PalmProvider) getChatRequest(request *types.ChatCompletionRequest) (*http.Request, *types.OpenAIErrorWithStatusCode) {
url, errWithCode := p.GetSupportedAPIUri(common.RelayModeChatCompletions)
if errWithCode != nil {
return nil, errWithCode
}
// 获取请求地址
fullRequestURL := p.GetFullRequestURL(url, request.Model)
if fullRequestURL == "" {
return nil, common.ErrorWrapper(nil, "invalid_baidu_config", http.StatusInternalServerError)
}
// 获取请求头
headers := p.GetRequestHeaders()
if request.Stream {
headers["Accept"] = "text/event-stream"
}
palmRequest := convertFromChatOpenai(request)
// 创建请求
req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(palmRequest), p.Requester.WithHeader(headers))
if err != nil {
return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
}
return req, nil
}
func (p *PalmProvider) convertToChatOpenai(response *PaLMChatResponse, request *types.ChatCompletionRequest) (openaiResponse *types.ChatCompletionResponse, errWithCode *types.OpenAIErrorWithStatusCode) {
error := errorHandle(&response.PaLMErrorResponse)
if error != nil {
errWithCode = &types.OpenAIErrorWithStatusCode{
OpenAIError: *error,
StatusCode: http.StatusBadRequest,
}
return
}
openaiResponse = &types.ChatCompletionResponse{
Choices: make([]types.ChatCompletionChoice, 0, len(response.Candidates)),
Model: request.Model,
}
for i, candidate := range response.Candidates {
choice := types.ChatCompletionChoice{
Index: i,
Message: types.ChatCompletionMessage{
Role: "assistant",
Content: candidate.Content,
},
FinishReason: "stop",
}
openaiResponse.Choices = append(openaiResponse.Choices, choice)
}
completionTokens := common.CountTokenText(response.Candidates[0].Content, request.Model)
response.Usage.CompletionTokens = completionTokens
response.Usage.TotalTokens = response.Usage.PromptTokens + completionTokens
openaiResponse.Usage = response.Usage
*p.Usage = *response.Usage
return
}
func convertFromChatOpenai(request *types.ChatCompletionRequest) *PaLMChatRequest {
palmRequest := PaLMChatRequest{
Prompt: PaLMPrompt{
Messages: make([]PaLMChatMessage, 0, len(request.Messages)),
},
Temperature: request.Temperature,
CandidateCount: request.N,
TopP: request.TopP,
TopK: request.MaxTokens,
}
for _, message := range request.Messages {
palmMessage := PaLMChatMessage{
Content: message.StringContent(),
}
if message.Role == "user" {
palmMessage.Author = "0"
} else {
palmMessage.Author = "1"
}
palmRequest.Prompt.Messages = append(palmRequest.Prompt.Messages, palmMessage)
}
return &palmRequest
}
// 转换为OpenAI聊天流式请求体
func (h *palmStreamHandler) handlerStream(rawLine *[]byte, dataChan chan string, errChan chan error) {
// 如果rawLine 前缀不为data:,则直接返回
if !strings.HasPrefix(string(*rawLine), "data: ") {
*rawLine = nil
return
}
// 去除前缀
*rawLine = (*rawLine)[6:]
var palmChatResponse PaLMChatResponse
err := json.Unmarshal(*rawLine, &palmChatResponse)
if err != nil {
errChan <- common.ErrorToOpenAIError(err)
return
}
error := errorHandle(&palmChatResponse.PaLMErrorResponse)
if error != nil {
errChan <- error
return
}
h.convertToOpenaiStream(&palmChatResponse, dataChan, errChan)
}
func (h *palmStreamHandler) convertToOpenaiStream(palmChatResponse *PaLMChatResponse, dataChan chan string, errChan chan error) {
var choice types.ChatCompletionStreamChoice
if len(palmChatResponse.Candidates) > 0 {
choice.Delta.Content = palmChatResponse.Candidates[0].Content
}
choice.FinishReason = types.FinishReasonStop
streamResponse := types.ChatCompletionStreamResponse{
ID: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion.chunk",
Model: h.Request.Model,
Choices: []types.ChatCompletionStreamChoice{choice},
Created: common.GetTimestamp(),
}
responseBody, _ := json.Marshal(streamResponse)
dataChan <- string(responseBody)
h.Usage.CompletionTokens += common.CountTokenText(palmChatResponse.Candidates[0].Content, h.Request.Model)
h.Usage.TotalTokens = h.Usage.PromptTokens + h.Usage.CompletionTokens
}