one-api/providers/claude/chat.go
2024-05-29 12:27:32 +08:00

279 lines
7.4 KiB
Go

package claude
import (
"encoding/json"
"fmt"
"io"
"net/http"
"one-api/common"
"one-api/common/config"
"one-api/common/image"
"one-api/common/requester"
"one-api/common/utils"
"one-api/providers/base"
"one-api/types"
"strings"
"github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream"
)
type ClaudeStreamHandler struct {
Usage *types.Usage
Request *types.ChatCompletionRequest
Prefix string
}
func (p *ClaudeProvider) CreateChatCompletion(request *types.ChatCompletionRequest) (*types.ChatCompletionResponse, *types.OpenAIErrorWithStatusCode) {
req, errWithCode := p.getChatRequest(request)
if errWithCode != nil {
return nil, errWithCode
}
defer req.Body.Close()
claudeResponse := &ClaudeResponse{}
// 发送请求
_, errWithCode = p.Requester.SendRequest(req, claudeResponse, false)
if errWithCode != nil {
return nil, errWithCode
}
return ConvertToChatOpenai(p, claudeResponse, request)
}
func (p *ClaudeProvider) 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 := &ClaudeStreamHandler{
Usage: p.Usage,
Request: request,
Prefix: `data: {"type"`,
}
eventstream.NewDecoder()
return requester.RequestStream(p.Requester, resp, chatHandler.HandlerStream)
}
func (p *ClaudeProvider) getChatRequest(request *types.ChatCompletionRequest) (*http.Request, *types.OpenAIErrorWithStatusCode) {
url, errWithCode := p.GetSupportedAPIUri(config.RelayModeChatCompletions)
if errWithCode != nil {
return nil, errWithCode
}
// 获取请求地址
fullRequestURL := p.GetFullRequestURL(url)
if fullRequestURL == "" {
return nil, common.ErrorWrapper(nil, "invalid_claude_config", http.StatusInternalServerError)
}
headers := p.GetRequestHeaders()
if request.Stream {
headers["Accept"] = "text/event-stream"
}
claudeRequest, errWithCode := ConvertFromChatOpenai(request)
if errWithCode != nil {
return nil, errWithCode
}
// 创建请求
req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(claudeRequest), p.Requester.WithHeader(headers))
if err != nil {
return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
}
return req, nil
}
func ConvertFromChatOpenai(request *types.ChatCompletionRequest) (*ClaudeRequest, *types.OpenAIErrorWithStatusCode) {
request.ClearEmptyMessages()
claudeRequest := ClaudeRequest{
Model: request.Model,
Messages: []Message{},
System: "",
MaxTokens: request.MaxTokens,
StopSequences: nil,
Temperature: request.Temperature,
TopP: request.TopP,
Stream: request.Stream,
}
if claudeRequest.MaxTokens == 0 {
claudeRequest.MaxTokens = 4096
}
for _, message := range request.Messages {
if message.Role == "system" {
claudeRequest.System = message.Content.(string)
continue
}
content := Message{
Role: convertRole(message.Role),
Content: []MessageContent{},
}
openaiContent := message.ParseContent()
for _, part := range openaiContent {
if part.Type == types.ContentTypeText {
content.Content = append(content.Content, MessageContent{
Type: "text",
Text: part.Text,
})
continue
}
if part.Type == types.ContentTypeImageURL {
mimeType, data, err := image.GetImageFromUrl(part.ImageURL.URL)
if err != nil {
return nil, common.ErrorWrapper(err, "image_url_invalid", http.StatusBadRequest)
}
content.Content = append(content.Content, MessageContent{
Type: "image",
Source: &ContentSource{
Type: "base64",
MediaType: mimeType,
Data: data,
},
})
}
}
claudeRequest.Messages = append(claudeRequest.Messages, content)
}
return &claudeRequest, nil
}
func ConvertToChatOpenai(provider base.ProviderInterface, response *ClaudeResponse, request *types.ChatCompletionRequest) (openaiResponse *types.ChatCompletionResponse, errWithCode *types.OpenAIErrorWithStatusCode) {
aiError := errorHandle(&response.Error)
if aiError != nil {
errWithCode = &types.OpenAIErrorWithStatusCode{
OpenAIError: *aiError,
StatusCode: http.StatusBadRequest,
}
return
}
choice := types.ChatCompletionChoice{
Index: 0,
Message: types.ChatCompletionMessage{
Role: response.Role,
Content: strings.TrimPrefix(response.Content[0].Text, " "),
Name: nil,
},
FinishReason: stopReasonClaude2OpenAI(response.StopReason),
}
openaiResponse = &types.ChatCompletionResponse{
ID: response.Id,
Object: "chat.completion",
Created: utils.GetTimestamp(),
Choices: []types.ChatCompletionChoice{choice},
Model: request.Model,
Usage: &types.Usage{
CompletionTokens: 0,
PromptTokens: 0,
TotalTokens: 0,
},
}
completionTokens := response.Usage.OutputTokens
promptTokens := response.Usage.InputTokens
openaiResponse.Usage.PromptTokens = promptTokens
openaiResponse.Usage.CompletionTokens = completionTokens
openaiResponse.Usage.TotalTokens = promptTokens + completionTokens
usage := provider.GetUsage()
*usage = *openaiResponse.Usage
return openaiResponse, nil
}
// 转换为OpenAI聊天流式请求体
func (h *ClaudeStreamHandler) 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), h.Prefix) {
*rawLine = nil
return
}
if strings.HasPrefix(string(*rawLine), "data: ") {
// 去除前缀
*rawLine = (*rawLine)[6:]
}
var claudeResponse ClaudeStreamResponse
err := json.Unmarshal(*rawLine, &claudeResponse)
if err != nil {
errChan <- common.ErrorToOpenAIError(err)
return
}
aiError := errorHandle(&claudeResponse.Error)
if aiError != nil {
errChan <- aiError
return
}
if claudeResponse.Type == "message_stop" {
errChan <- io.EOF
*rawLine = requester.StreamClosed
return
}
switch claudeResponse.Type {
case "message_start":
h.convertToOpenaiStream(&claudeResponse, dataChan)
h.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
case "message_delta":
h.convertToOpenaiStream(&claudeResponse, dataChan)
h.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
h.Usage.TotalTokens = h.Usage.PromptTokens + h.Usage.CompletionTokens
case "content_block_delta":
h.convertToOpenaiStream(&claudeResponse, dataChan)
default:
return
}
}
func (h *ClaudeStreamHandler) convertToOpenaiStream(claudeResponse *ClaudeStreamResponse, dataChan chan string) {
choice := types.ChatCompletionStreamChoice{
Index: claudeResponse.Index,
}
if claudeResponse.Message.Role != "" {
choice.Delta.Role = claudeResponse.Message.Role
}
if claudeResponse.Delta.Text != "" {
choice.Delta.Content = claudeResponse.Delta.Text
}
finishReason := stopReasonClaude2OpenAI(claudeResponse.Delta.StopReason)
if finishReason != "" {
choice.FinishReason = &finishReason
}
chatCompletion := types.ChatCompletionStreamResponse{
ID: fmt.Sprintf("chatcmpl-%s", utils.GetUUID()),
Object: "chat.completion.chunk",
Created: utils.GetTimestamp(),
Model: h.Request.Model,
Choices: []types.ChatCompletionStreamChoice{choice},
}
responseBody, _ := json.Marshal(chatCompletion)
dataChan <- string(responseBody)
}