// Claude 非流式响应转换 (Gemini → Claude) // 对应 NonStreamingProcessor use super::models::*; use super::utils::to_claude_usage; /// 非流式响应处理器 pub struct NonStreamingProcessor { content_blocks: Vec, text_builder: String, thinking_builder: String, thinking_signature: Option, trailing_signature: Option, has_tool_call: bool, } impl NonStreamingProcessor { pub fn new() -> Self { Self { content_blocks: Vec::new(), text_builder: String::new(), thinking_builder: String::new(), thinking_signature: None, trailing_signature: None, has_tool_call: false, } } /// 处理 Gemini 响应并转换为 Claude 响应 pub fn process(&mut self, gemini_response: &GeminiResponse) -> ClaudeResponse { // 获取 parts let empty_parts = vec![]; let parts = gemini_response .candidates .as_ref() .and_then(|c| c.get(0)) .and_then(|candidate| candidate.content.as_ref()) .map(|content| &content.parts) .unwrap_or(&empty_parts); // 处理所有 parts for part in parts { self.process_part(part); } // 处理 grounding(web search) -> 转换为 server_tool_use / web_search_tool_result if let Some(candidate) = gemini_response.candidates.as_ref().and_then(|c| c.get(0)) { if let Some(grounding) = &candidate.grounding_metadata { self.process_grounding(grounding); } } // 刷新剩余内容 self.flush_thinking(); self.flush_text(); // 处理 trailingSignature (空 text 带签名) if let Some(signature) = self.trailing_signature.take() { self.content_blocks.push(ContentBlock::Thinking { thinking: String::new(), signature: Some(signature), cache_control: None, }); } // 构建响应 self.build_response(gemini_response) } /// 处理单个 part fn process_part(&mut self, part: &GeminiPart) { let signature = part.thought_signature.clone(); // 1. FunctionCall 处理 if let Some(fc) = &part.function_call { self.flush_thinking(); self.flush_text(); // 处理 trailingSignature (B4/C3 场景) if let Some(trailing_sig) = self.trailing_signature.take() { self.content_blocks.push(ContentBlock::Thinking { thinking: String::new(), signature: Some(trailing_sig), cache_control: None, }); } self.has_tool_call = true; // 生成 tool_use id let tool_id = fc.id.clone().unwrap_or_else(|| { format!( "{}-{}", fc.name, crate::proxy::common::utils::generate_random_id() ) }); let mut tool_use = ContentBlock::ToolUse { id: tool_id, name: fc.name.clone(), input: fc.args.clone().unwrap_or(serde_json::json!({})), signature: None, cache_control: None, }; // 只使用 FC 自己的签名 if let ContentBlock::ToolUse { signature: sig, .. } = &mut tool_use { *sig = signature; } self.content_blocks.push(tool_use); return; } // 2. Text 处理 if let Some(text) = &part.text { if part.thought.unwrap_or(false) { // Thinking part self.flush_text(); // 处理 trailingSignature if let Some(trailing_sig) = self.trailing_signature.take() { self.flush_thinking(); self.content_blocks.push(ContentBlock::Thinking { thinking: String::new(), signature: Some(trailing_sig), cache_control: None, }); } self.thinking_builder.push_str(text); if signature.is_some() { self.thinking_signature = signature; } } else { // 普通 Text if text.is_empty() { // 空 text 带签名 - 暂存到 trailingSignature if signature.is_some() { self.trailing_signature = signature; } return; } self.flush_thinking(); // 处理之前的 trailingSignature if let Some(trailing_sig) = self.trailing_signature.take() { self.flush_text(); self.content_blocks.push(ContentBlock::Thinking { thinking: String::new(), signature: Some(trailing_sig), cache_control: None, }); } self.text_builder.push_str(text); // 非空 text 带签名 - 立即刷新并输出空 thinking 块 if let Some(sig) = signature { self.flush_text(); self.content_blocks.push(ContentBlock::Thinking { thinking: String::new(), signature: Some(sig), cache_control: None, }); } } } // 3. InlineData (Image) 处理 if let Some(img) = &part.inline_data { self.flush_thinking(); let mime_type = &img.mime_type; let data = &img.data; if !data.is_empty() { let markdown_img = format!("![image](data:{};base64,{})", mime_type, data); self.text_builder.push_str(&markdown_img); self.flush_text(); } } } /// 处理 Grounding 元数据 (Web Search 结果) fn process_grounding(&mut self, grounding: &GroundingMetadata) { let mut grounding_text = String::new(); // 1. 处理搜索词 if let Some(queries) = &grounding.web_search_queries { if !queries.is_empty() { grounding_text.push_str("\n\n---\n**🔍 已为您搜索:** "); grounding_text.push_str(&queries.join(", ")); } } // 2. 处理来源链接 (Chunks) if let Some(chunks) = &grounding.grounding_chunks { let mut links = Vec::new(); for (i, chunk) in chunks.iter().enumerate() { if let Some(web) = &chunk.web { let title = web.title.as_deref().unwrap_or("网页来源"); let uri = web.uri.as_deref().unwrap_or("#"); links.push(format!("[{}] [{}]({})", i + 1, title, uri)); } } if !links.is_empty() { grounding_text.push_str("\n\n**🌐 来源引文:**\n"); grounding_text.push_str(&links.join("\n")); } } if !grounding_text.is_empty() { // 在常规内容前后刷新并插入文本 self.flush_thinking(); self.flush_text(); self.text_builder.push_str(&grounding_text); self.flush_text(); } } /// 刷新 text builder fn flush_text(&mut self) { if self.text_builder.is_empty() { return; } self.content_blocks.push(ContentBlock::Text { text: self.text_builder.clone(), }); self.text_builder.clear(); } /// 刷新 thinking builder fn flush_thinking(&mut self) { // 如果既没有内容也没有签名,直接返回 if self.thinking_builder.is_empty() && self.thinking_signature.is_none() { return; } let thinking = self.thinking_builder.clone(); let signature = self.thinking_signature.take(); self.content_blocks.push(ContentBlock::Thinking { thinking, signature, cache_control: None, }); self.thinking_builder.clear(); } /// 构建最终响应 fn build_response(&self, gemini_response: &GeminiResponse) -> ClaudeResponse { let finish_reason = gemini_response .candidates .as_ref() .and_then(|c| c.get(0)) .and_then(|candidate| candidate.finish_reason.as_deref()); let stop_reason = if self.has_tool_call { "tool_use" } else if finish_reason == Some("MAX_TOKENS") { "max_tokens" } else { "end_turn" }; let usage = gemini_response .usage_metadata .as_ref() .map(|u| to_claude_usage(u)) .unwrap_or(Usage { input_tokens: 0, output_tokens: 0, server_tool_use: None, }); ClaudeResponse { id: gemini_response.response_id.clone().unwrap_or_else(|| { format!("msg_{}", crate::proxy::common::utils::generate_random_id()) }), type_: "message".to_string(), role: "assistant".to_string(), model: gemini_response.model_version.clone().unwrap_or_default(), content: self.content_blocks.clone(), stop_reason: stop_reason.to_string(), stop_sequence: None, usage, } } } /// 转换 Gemini 响应为 Claude 响应 (公共接口) pub fn transform_response(gemini_response: &GeminiResponse) -> Result { let mut processor = NonStreamingProcessor::new(); Ok(processor.process(gemini_response)) } #[cfg(test)] mod tests { use super::*; #[test] fn test_simple_text_response() { let gemini_resp = GeminiResponse { candidates: Some(vec![Candidate { content: Some(GeminiContent { role: "model".to_string(), parts: vec![GeminiPart { text: Some("Hello, world!".to_string()), thought: None, thought_signature: None, function_call: None, function_response: None, inline_data: None, }], }), finish_reason: Some("STOP".to_string()), index: Some(0), grounding_metadata: None, }]), usage_metadata: Some(UsageMetadata { prompt_token_count: Some(10), candidates_token_count: Some(5), total_token_count: Some(15), }), model_version: Some("gemini-2.5-pro".to_string()), response_id: Some("resp_123".to_string()), }; let result = transform_response(&gemini_resp); assert!(result.is_ok()); let claude_resp = result.unwrap(); assert_eq!(claude_resp.role, "assistant"); assert_eq!(claude_resp.stop_reason, "end_turn"); assert_eq!(claude_resp.content.len(), 1); match &claude_resp.content[0] { ContentBlock::Text { text } => { assert_eq!(text, "Hello, world!"); } _ => panic!("Expected Text block"), } } #[test] fn test_thinking_with_signature() { let gemini_resp = GeminiResponse { candidates: Some(vec![Candidate { content: Some(GeminiContent { role: "model".to_string(), parts: vec![ GeminiPart { text: Some("Let me think...".to_string()), thought: Some(true), thought_signature: Some("sig123".to_string()), function_call: None, function_response: None, inline_data: None, }, GeminiPart { text: Some("The answer is 42".to_string()), thought: None, thought_signature: None, function_call: None, function_response: None, inline_data: None, }, ], }), finish_reason: Some("STOP".to_string()), index: Some(0), grounding_metadata: None, }]), usage_metadata: None, model_version: Some("gemini-2.5-pro".to_string()), response_id: Some("resp_456".to_string()), }; let result = transform_response(&gemini_resp); assert!(result.is_ok()); let claude_resp = result.unwrap(); assert_eq!(claude_resp.content.len(), 2); match &claude_resp.content[0] { ContentBlock::Thinking { thinking, signature, .. } => { assert_eq!(thinking, "Let me think..."); assert_eq!(signature.as_deref(), Some("sig123")); } _ => panic!("Expected Thinking block"), } match &claude_resp.content[1] { ContentBlock::Text { text } => { assert_eq!(text, "The answer is 42"); } _ => panic!("Expected Text block"), } } }