Files
CLIProxyAPI/internal/translator/gemini-cli/claude/gemini-cli_claude_response.go
2025-09-25 10:32:48 +08:00

383 lines
16 KiB
Go

// Package claude provides response translation functionality for Claude Code API compatibility.
// This package handles the conversion of backend client responses into Claude Code-compatible
// Server-Sent Events (SSE) format, implementing a sophisticated state machine that manages
// different response types including text content, thinking processes, and function calls.
// The translation ensures proper sequencing of SSE events and maintains state across
// multiple response chunks to provide a seamless streaming experience.
package claude
import (
"bytes"
"context"
"encoding/json"
"fmt"
"strings"
"time"
"github.com/tidwall/gjson"
"github.com/tidwall/sjson"
)
// Params holds parameters for response conversion and maintains state across streaming chunks.
// This structure tracks the current state of the response translation process to ensure
// proper sequencing of SSE events and transitions between different content types.
type Params struct {
HasFirstResponse bool // Indicates if the initial message_start event has been sent
ResponseType int // Current response type: 0=none, 1=content, 2=thinking, 3=function
ResponseIndex int // Index counter for content blocks in the streaming response
}
// ConvertGeminiCLIResponseToClaude performs sophisticated streaming response format conversion.
// This function implements a complex state machine that translates backend client responses
// into Claude Code-compatible Server-Sent Events (SSE) format. It manages different response types
// and handles state transitions between content blocks, thinking processes, and function calls.
//
// Response type states: 0=none, 1=content, 2=thinking, 3=function
// The function maintains state across multiple calls to ensure proper SSE event sequencing.
//
// Parameters:
// - ctx: The context for the request, used for cancellation and timeout handling
// - modelName: The name of the model being used for the response (unused in current implementation)
// - rawJSON: The raw JSON response from the Gemini CLI API
// - param: A pointer to a parameter object for maintaining state between calls
//
// Returns:
// - []string: A slice of strings, each containing a Claude Code-compatible JSON response
func ConvertGeminiCLIResponseToClaude(_ context.Context, _ string, originalRequestRawJSON, requestRawJSON, rawJSON []byte, param *any) []string {
if *param == nil {
*param = &Params{
HasFirstResponse: false,
ResponseType: 0,
ResponseIndex: 0,
}
}
if bytes.Equal(rawJSON, []byte("[DONE]")) {
return []string{
"event: message_stop\ndata: {\"type\":\"message_stop\"}\n\n\n",
}
}
// Track whether tools are being used in this response chunk
usedTool := false
output := ""
// Initialize the streaming session with a message_start event
// This is only sent for the very first response chunk to establish the streaming session
if !(*param).(*Params).HasFirstResponse {
output = "event: message_start\n"
// Create the initial message structure with default values according to Claude Code API specification
// This follows the Claude Code API specification for streaming message initialization
messageStartTemplate := `{"type": "message_start", "message": {"id": "msg_1nZdL29xx5MUA1yADyHTEsnR8uuvGzszyY", "type": "message", "role": "assistant", "content": [], "model": "claude-3-5-sonnet-20241022", "stop_reason": null, "stop_sequence": null, "usage": {"input_tokens": 0, "output_tokens": 0}}}`
// Override default values with actual response metadata if available from the Gemini CLI response
if modelVersionResult := gjson.GetBytes(rawJSON, "response.modelVersion"); modelVersionResult.Exists() {
messageStartTemplate, _ = sjson.Set(messageStartTemplate, "message.model", modelVersionResult.String())
}
if responseIDResult := gjson.GetBytes(rawJSON, "response.responseId"); responseIDResult.Exists() {
messageStartTemplate, _ = sjson.Set(messageStartTemplate, "message.id", responseIDResult.String())
}
output = output + fmt.Sprintf("data: %s\n\n\n", messageStartTemplate)
(*param).(*Params).HasFirstResponse = true
}
// Process the response parts array from the backend client
// Each part can contain text content, thinking content, or function calls
partsResult := gjson.GetBytes(rawJSON, "response.candidates.0.content.parts")
if partsResult.IsArray() {
partResults := partsResult.Array()
for i := 0; i < len(partResults); i++ {
partResult := partResults[i]
// Extract the different types of content from each part
partTextResult := partResult.Get("text")
functionCallResult := partResult.Get("functionCall")
// Handle text content (both regular content and thinking)
if partTextResult.Exists() {
// Process thinking content (internal reasoning)
if partResult.Get("thought").Bool() {
// Continue existing thinking block if already in thinking state
if (*param).(*Params).ResponseType == 2 {
output = output + "event: content_block_delta\n"
data, _ := sjson.Set(fmt.Sprintf(`{"type":"content_block_delta","index":%d,"delta":{"type":"thinking_delta","thinking":""}}`, (*param).(*Params).ResponseIndex), "delta.thinking", partTextResult.String())
output = output + fmt.Sprintf("data: %s\n\n\n", data)
} else {
// Transition from another state to thinking
// First, close any existing content block
if (*param).(*Params).ResponseType != 0 {
if (*param).(*Params).ResponseType == 2 {
// output = output + "event: content_block_delta\n"
// output = output + fmt.Sprintf(`data: {"type":"content_block_delta","index":%d,"delta":{"type":"signature_delta","signature":null}}`, (*param).(*Params).ResponseIndex)
// output = output + "\n\n\n"
}
output = output + "event: content_block_stop\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_stop","index":%d}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
(*param).(*Params).ResponseIndex++
}
// Start a new thinking content block
output = output + "event: content_block_start\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_start","index":%d,"content_block":{"type":"thinking","thinking":""}}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
output = output + "event: content_block_delta\n"
data, _ := sjson.Set(fmt.Sprintf(`{"type":"content_block_delta","index":%d,"delta":{"type":"thinking_delta","thinking":""}}`, (*param).(*Params).ResponseIndex), "delta.thinking", partTextResult.String())
output = output + fmt.Sprintf("data: %s\n\n\n", data)
(*param).(*Params).ResponseType = 2 // Set state to thinking
}
} else {
// Process regular text content (user-visible output)
// Continue existing text block if already in content state
if (*param).(*Params).ResponseType == 1 {
output = output + "event: content_block_delta\n"
data, _ := sjson.Set(fmt.Sprintf(`{"type":"content_block_delta","index":%d,"delta":{"type":"text_delta","text":""}}`, (*param).(*Params).ResponseIndex), "delta.text", partTextResult.String())
output = output + fmt.Sprintf("data: %s\n\n\n", data)
} else {
// Transition from another state to text content
// First, close any existing content block
if (*param).(*Params).ResponseType != 0 {
if (*param).(*Params).ResponseType == 2 {
// output = output + "event: content_block_delta\n"
// output = output + fmt.Sprintf(`data: {"type":"content_block_delta","index":%d,"delta":{"type":"signature_delta","signature":null}}`, (*param).(*Params).ResponseIndex)
// output = output + "\n\n\n"
}
output = output + "event: content_block_stop\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_stop","index":%d}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
(*param).(*Params).ResponseIndex++
}
// Start a new text content block
output = output + "event: content_block_start\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_start","index":%d,"content_block":{"type":"text","text":""}}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
output = output + "event: content_block_delta\n"
data, _ := sjson.Set(fmt.Sprintf(`{"type":"content_block_delta","index":%d,"delta":{"type":"text_delta","text":""}}`, (*param).(*Params).ResponseIndex), "delta.text", partTextResult.String())
output = output + fmt.Sprintf("data: %s\n\n\n", data)
(*param).(*Params).ResponseType = 1 // Set state to content
}
}
} else if functionCallResult.Exists() {
// Handle function/tool calls from the AI model
// This processes tool usage requests and formats them for Claude Code API compatibility
usedTool = true
fcName := functionCallResult.Get("name").String()
// Handle state transitions when switching to function calls
// Close any existing function call block first
if (*param).(*Params).ResponseType == 3 {
output = output + "event: content_block_stop\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_stop","index":%d}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
(*param).(*Params).ResponseIndex++
(*param).(*Params).ResponseType = 0
}
// Special handling for thinking state transition
if (*param).(*Params).ResponseType == 2 {
// output = output + "event: content_block_delta\n"
// output = output + fmt.Sprintf(`data: {"type":"content_block_delta","index":%d,"delta":{"type":"signature_delta","signature":null}}`, (*param).(*Params).ResponseIndex)
// output = output + "\n\n\n"
}
// Close any other existing content block
if (*param).(*Params).ResponseType != 0 {
output = output + "event: content_block_stop\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_stop","index":%d}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
(*param).(*Params).ResponseIndex++
}
// Start a new tool use content block
// This creates the structure for a function call in Claude Code format
output = output + "event: content_block_start\n"
// Create the tool use block with unique ID and function details
data := fmt.Sprintf(`{"type":"content_block_start","index":%d,"content_block":{"type":"tool_use","id":"","name":"","input":{}}}`, (*param).(*Params).ResponseIndex)
data, _ = sjson.Set(data, "content_block.id", fmt.Sprintf("%s-%d", fcName, time.Now().UnixNano()))
data, _ = sjson.Set(data, "content_block.name", fcName)
output = output + fmt.Sprintf("data: %s\n\n\n", data)
if fcArgsResult := functionCallResult.Get("args"); fcArgsResult.Exists() {
output = output + "event: content_block_delta\n"
data, _ = sjson.Set(fmt.Sprintf(`{"type":"content_block_delta","index":%d,"delta":{"type":"input_json_delta","partial_json":""}}`, (*param).(*Params).ResponseIndex), "delta.partial_json", fcArgsResult.Raw)
output = output + fmt.Sprintf("data: %s\n\n\n", data)
}
(*param).(*Params).ResponseType = 3
}
}
}
usageResult := gjson.GetBytes(rawJSON, "response.usageMetadata")
// Process usage metadata and finish reason when present in the response
if usageResult.Exists() && bytes.Contains(rawJSON, []byte(`"finishReason"`)) {
if candidatesTokenCountResult := usageResult.Get("candidatesTokenCount"); candidatesTokenCountResult.Exists() {
// Close the final content block
output = output + "event: content_block_stop\n"
output = output + fmt.Sprintf(`data: {"type":"content_block_stop","index":%d}`, (*param).(*Params).ResponseIndex)
output = output + "\n\n\n"
// Send the final message delta with usage information and stop reason
output = output + "event: message_delta\n"
output = output + `data: `
// Create the message delta template with appropriate stop reason
template := `{"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"input_tokens":0,"output_tokens":0}}`
// Set tool_use stop reason if tools were used in this response
if usedTool {
template = `{"type":"message_delta","delta":{"stop_reason":"tool_use","stop_sequence":null},"usage":{"input_tokens":0,"output_tokens":0}}`
}
// Include thinking tokens in output token count if present
thoughtsTokenCount := usageResult.Get("thoughtsTokenCount").Int()
template, _ = sjson.Set(template, "usage.output_tokens", candidatesTokenCountResult.Int()+thoughtsTokenCount)
template, _ = sjson.Set(template, "usage.input_tokens", usageResult.Get("promptTokenCount").Int())
output = output + template + "\n\n\n"
}
}
return []string{output}
}
// ConvertGeminiCLIResponseToClaudeNonStream converts a non-streaming Gemini CLI response to a non-streaming Claude response.
//
// Parameters:
// - ctx: The context for the request.
// - modelName: The name of the model.
// - rawJSON: The raw JSON response from the Gemini CLI API.
// - param: A pointer to a parameter object for the conversion.
//
// Returns:
// - string: A Claude-compatible JSON response.
func ConvertGeminiCLIResponseToClaudeNonStream(_ context.Context, _ string, originalRequestRawJSON, requestRawJSON, rawJSON []byte, _ *any) string {
_ = originalRequestRawJSON
_ = requestRawJSON
root := gjson.ParseBytes(rawJSON)
response := map[string]interface{}{
"id": root.Get("response.responseId").String(),
"type": "message",
"role": "assistant",
"model": root.Get("response.modelVersion").String(),
"content": []interface{}{},
"stop_reason": nil,
"stop_sequence": nil,
"usage": map[string]interface{}{
"input_tokens": root.Get("response.usageMetadata.promptTokenCount").Int(),
"output_tokens": root.Get("response.usageMetadata.candidatesTokenCount").Int() + root.Get("response.usageMetadata.thoughtsTokenCount").Int(),
},
}
parts := root.Get("response.candidates.0.content.parts")
var contentBlocks []interface{}
textBuilder := strings.Builder{}
thinkingBuilder := strings.Builder{}
toolIDCounter := 0
hasToolCall := false
flushText := func() {
if textBuilder.Len() == 0 {
return
}
contentBlocks = append(contentBlocks, map[string]interface{}{
"type": "text",
"text": textBuilder.String(),
})
textBuilder.Reset()
}
flushThinking := func() {
if thinkingBuilder.Len() == 0 {
return
}
contentBlocks = append(contentBlocks, map[string]interface{}{
"type": "thinking",
"thinking": thinkingBuilder.String(),
})
thinkingBuilder.Reset()
}
if parts.IsArray() {
for _, part := range parts.Array() {
if text := part.Get("text"); text.Exists() && text.String() != "" {
if part.Get("thought").Bool() {
flushText()
thinkingBuilder.WriteString(text.String())
continue
}
flushThinking()
textBuilder.WriteString(text.String())
continue
}
if functionCall := part.Get("functionCall"); functionCall.Exists() {
flushThinking()
flushText()
hasToolCall = true
name := functionCall.Get("name").String()
toolIDCounter++
toolBlock := map[string]interface{}{
"type": "tool_use",
"id": fmt.Sprintf("tool_%d", toolIDCounter),
"name": name,
"input": map[string]interface{}{},
}
if args := functionCall.Get("args"); args.Exists() {
var parsed interface{}
if err := json.Unmarshal([]byte(args.Raw), &parsed); err == nil {
toolBlock["input"] = parsed
}
}
contentBlocks = append(contentBlocks, toolBlock)
continue
}
}
}
flushThinking()
flushText()
response["content"] = contentBlocks
stopReason := "end_turn"
if hasToolCall {
stopReason = "tool_use"
} else {
if finish := root.Get("response.candidates.0.finishReason"); finish.Exists() {
switch finish.String() {
case "MAX_TOKENS":
stopReason = "max_tokens"
case "STOP", "FINISH_REASON_UNSPECIFIED", "UNKNOWN":
stopReason = "end_turn"
default:
stopReason = "end_turn"
}
}
}
response["stop_reason"] = stopReason
if usage := response["usage"].(map[string]interface{}); usage["input_tokens"] == int64(0) && usage["output_tokens"] == int64(0) {
if usageMeta := root.Get("response.usageMetadata"); !usageMeta.Exists() {
delete(response, "usage")
}
}
encoded, err := json.Marshal(response)
if err != nil {
return ""
}
return string(encoded)
}
func ClaudeTokenCount(ctx context.Context, count int64) string {
return fmt.Sprintf(`{"input_tokens":%d}`, count)
}