ai-gateway/providers/palm/chat.go
2023-12-26 18:42:39 +08:00

204 lines
5.8 KiB
Go

package palm
import (
"encoding/json"
"fmt"
"io"
"net/http"
"one-api/common"
"one-api/providers/base"
"one-api/types"
)
func (palmResponse *PaLMChatResponse) ResponseHandler(resp *http.Response) (OpenAIResponse any, errWithCode *types.OpenAIErrorWithStatusCode) {
if palmResponse.Error.Code != 0 || len(palmResponse.Candidates) == 0 {
return nil, &types.OpenAIErrorWithStatusCode{
OpenAIError: types.OpenAIError{
Message: palmResponse.Error.Message,
Type: palmResponse.Error.Status,
Param: "",
Code: palmResponse.Error.Code,
},
StatusCode: resp.StatusCode,
}
}
fullTextResponse := types.ChatCompletionResponse{
Choices: make([]types.ChatCompletionChoice, 0, len(palmResponse.Candidates)),
}
for i, candidate := range palmResponse.Candidates {
choice := types.ChatCompletionChoice{
Index: i,
Message: types.ChatCompletionMessage{
Role: "assistant",
Content: candidate.Content,
},
FinishReason: "stop",
}
fullTextResponse.Choices = append(fullTextResponse.Choices, choice)
}
completionTokens := common.CountTokenText(palmResponse.Candidates[0].Content, palmResponse.Model)
palmResponse.Usage.CompletionTokens = completionTokens
palmResponse.Usage.TotalTokens = palmResponse.Usage.PromptTokens + completionTokens
fullTextResponse.Usage = palmResponse.Usage
fullTextResponse.Model = palmResponse.Model
return fullTextResponse, nil
}
func (p *PalmProvider) getChatRequestBody(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
}
func (p *PalmProvider) ChatAction(request *types.ChatCompletionRequest, isModelMapped bool, promptTokens int) (usage *types.Usage, errWithCode *types.OpenAIErrorWithStatusCode) {
requestBody := p.getChatRequestBody(request)
fullRequestURL := p.GetFullRequestURL(p.ChatCompletions, request.Model)
headers := p.GetRequestHeaders()
if request.Stream {
headers["Accept"] = "text/event-stream"
}
client := common.NewClient()
req, err := client.NewRequest(p.Context.Request.Method, fullRequestURL, common.WithBody(requestBody), common.WithHeader(headers))
if err != nil {
return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
}
if request.Stream {
var responseText string
errWithCode, responseText = p.sendStreamRequest(req)
if errWithCode != nil {
return
}
usage = &types.Usage{
PromptTokens: promptTokens,
CompletionTokens: common.CountTokenText(responseText, request.Model),
}
usage.TotalTokens = promptTokens + usage.CompletionTokens
} else {
var palmChatResponse = &PaLMChatResponse{
Model: request.Model,
Usage: &types.Usage{
PromptTokens: promptTokens,
},
}
errWithCode = p.SendRequest(req, palmChatResponse, false)
if errWithCode != nil {
return
}
usage = palmChatResponse.Usage
}
return
}
func (p *PalmProvider) streamResponsePaLM2OpenAI(palmResponse *PaLMChatResponse) *types.ChatCompletionStreamResponse {
var choice types.ChatCompletionStreamChoice
if len(palmResponse.Candidates) > 0 {
choice.Delta.Content = palmResponse.Candidates[0].Content
}
choice.FinishReason = &base.StopFinishReason
var response types.ChatCompletionStreamResponse
response.Object = "chat.completion.chunk"
response.Model = "palm2"
response.Choices = []types.ChatCompletionStreamChoice{choice}
return &response
}
func (p *PalmProvider) sendStreamRequest(req *http.Request) (*types.OpenAIErrorWithStatusCode, string) {
defer req.Body.Close()
// 发送请求
client := common.GetHttpClient(p.Channel.Proxy)
resp, err := client.Do(req)
if err != nil {
return common.ErrorWrapper(err, "http_request_failed", http.StatusInternalServerError), ""
}
common.PutHttpClient(client)
if common.IsFailureStatusCode(resp) {
return common.HandleErrorResp(resp), ""
}
defer resp.Body.Close()
responseText := ""
responseId := fmt.Sprintf("chatcmpl-%s", common.GetUUID())
createdTime := common.GetTimestamp()
dataChan := make(chan string)
stopChan := make(chan bool)
go func() {
responseBody, err := io.ReadAll(resp.Body)
if err != nil {
common.SysError("error reading stream response: " + err.Error())
stopChan <- true
return
}
err = resp.Body.Close()
if err != nil {
common.SysError("error closing stream response: " + err.Error())
stopChan <- true
return
}
var palmResponse PaLMChatResponse
err = json.Unmarshal(responseBody, &palmResponse)
if err != nil {
common.SysError("error unmarshalling stream response: " + err.Error())
stopChan <- true
return
}
fullTextResponse := p.streamResponsePaLM2OpenAI(&palmResponse)
fullTextResponse.ID = responseId
fullTextResponse.Created = createdTime
if len(palmResponse.Candidates) > 0 {
responseText = palmResponse.Candidates[0].Content
}
jsonResponse, err := json.Marshal(fullTextResponse)
if err != nil {
common.SysError("error marshalling stream response: " + err.Error())
stopChan <- true
return
}
dataChan <- string(jsonResponse)
stopChan <- true
}()
common.SetEventStreamHeaders(p.Context)
p.Context.Stream(func(w io.Writer) bool {
select {
case data := <-dataChan:
p.Context.Render(-1, common.CustomEvent{Data: "data: " + data})
return true
case <-stopChan:
p.Context.Render(-1, common.CustomEvent{Data: "data: [DONE]"})
return false
}
})
return nil, responseText
}