添加调试日志，排查Task was destroyed问题
All checks were successful
构建并部署 AI Agent 服务 / deploy (push) Successful in 6m41s
All checks were successful
构建并部署 AI Agent 服务 / deploy (push) Successful in 6m41s
This commit is contained in:
@@ -151,123 +151,140 @@ class AIAgentService:
|
||||
# ========================================
|
||||
|
||||
# ========== React 循环路径 ==========
|
||||
info(f"🚀 开始执行 React 图，模型: {model_name}")
|
||||
current_node = None
|
||||
tool_calls_in_progress = {}
|
||||
|
||||
async for chunk in graph.astream(
|
||||
input_state,
|
||||
config=config,
|
||||
stream_mode=["messages", "updates", "custom"],
|
||||
version="v2",
|
||||
subgraphs=True
|
||||
):
|
||||
chunk_type = chunk["type"]
|
||||
processed_event = {}
|
||||
try:
|
||||
info(f"📡 开始调用 graph.astream()...")
|
||||
chunk_count = 0
|
||||
async for chunk in graph.astream(
|
||||
input_state,
|
||||
config=config,
|
||||
stream_mode=["messages", "updates", "custom"],
|
||||
version="v2",
|
||||
subgraphs=True
|
||||
):
|
||||
chunk_count += 1
|
||||
chunk_type = chunk["type"]
|
||||
info(f"📦 收到第 {chunk_count} 个chunk, type: {chunk_type}")
|
||||
processed_event = {}
|
||||
|
||||
if chunk_type == "messages":
|
||||
message_chunk, metadata = chunk["data"]
|
||||
node_name = metadata.get("langgraph_node", "unknown")
|
||||
if chunk_type == "messages":
|
||||
message_chunk, metadata = chunk["data"]
|
||||
node_name = metadata.get("langgraph_node", "unknown")
|
||||
info(f"📨 处理消息chunk, node: {node_name}")
|
||||
|
||||
# 检测节点变化，发送节点开始事件
|
||||
if node_name != current_node:
|
||||
if current_node:
|
||||
yield {
|
||||
"type": "node_end",
|
||||
"node": current_node
|
||||
}
|
||||
yield {
|
||||
"type": "node_start",
|
||||
"node": node_name
|
||||
}
|
||||
current_node = node_name
|
||||
|
||||
# 处理消息内容
|
||||
token_content = getattr(message_chunk, 'content', str(message_chunk))
|
||||
reasoning_token = ""
|
||||
if hasattr(message_chunk, 'additional_kwargs'):
|
||||
reasoning_token = message_chunk.additional_kwargs.get("reasoning_content", "")
|
||||
|
||||
# 处理思考过程
|
||||
if reasoning_token:
|
||||
processed_event = {
|
||||
"type": "llm_token",
|
||||
"node": node_name,
|
||||
"reasoning_token": reasoning_token
|
||||
}
|
||||
# 处理工具调用
|
||||
elif hasattr(message_chunk, 'tool_calls') and message_chunk.tool_calls:
|
||||
for tool_call in message_chunk.tool_calls:
|
||||
tool_call_id = tool_call.get("id", "")
|
||||
tool_name = tool_call.get("name", "")
|
||||
tool_args = tool_call.get("args", {})
|
||||
|
||||
# 记录工具调用开始
|
||||
if tool_call_id not in tool_calls_in_progress:
|
||||
tool_calls_in_progress[tool_call_id] = {
|
||||
"name": tool_name,
|
||||
"args": tool_args
|
||||
}
|
||||
# 检测节点变化，发送节点开始事件
|
||||
if node_name != current_node:
|
||||
if current_node:
|
||||
yield {
|
||||
"type": "tool_call_start",
|
||||
"tool": tool_name,
|
||||
"args": tool_args,
|
||||
"id": tool_call_id
|
||||
"type": "node_end",
|
||||
"node": current_node
|
||||
}
|
||||
# 处理普通 token
|
||||
elif token_content:
|
||||
processed_event = {
|
||||
"type": "llm_token",
|
||||
"node": node_name,
|
||||
"token": token_content,
|
||||
"reasoning_token": reasoning_token
|
||||
}
|
||||
yield {
|
||||
"type": "node_start",
|
||||
"node": node_name
|
||||
}
|
||||
current_node = node_name
|
||||
|
||||
elif chunk_type == "updates":
|
||||
updates_data = chunk["data"]
|
||||
serialized_data = self._serialize_value(updates_data)
|
||||
# 处理消息内容
|
||||
token_content = getattr(message_chunk, 'content', str(message_chunk))
|
||||
reasoning_token = ""
|
||||
if hasattr(message_chunk, 'additional_kwargs'):
|
||||
reasoning_token = message_chunk.additional_kwargs.get("reasoning_content", "")
|
||||
|
||||
# 检查是否有人工审核请求
|
||||
if "review_pending" in serialized_data and serialized_data["review_pending"]:
|
||||
review_id = serialized_data.get("review_id", "")
|
||||
content_to_review = serialized_data.get("content_to_review", "")
|
||||
yield {
|
||||
"type": "human_review_request",
|
||||
"review_id": review_id,
|
||||
"content": content_to_review
|
||||
}
|
||||
# 处理思考过程
|
||||
if reasoning_token:
|
||||
processed_event = {
|
||||
"type": "llm_token",
|
||||
"node": node_name,
|
||||
"reasoning_token": reasoning_token
|
||||
}
|
||||
# 处理工具调用
|
||||
elif hasattr(message_chunk, 'tool_calls') and message_chunk.tool_calls:
|
||||
for tool_call in message_chunk.tool_calls:
|
||||
tool_call_id = tool_call.get("id", "")
|
||||
tool_name = tool_call.get("name", "")
|
||||
tool_args = tool_call.get("args", {})
|
||||
|
||||
# 检查是否有工具结果
|
||||
if "messages" in serialized_data:
|
||||
for msg in serialized_data["messages"]:
|
||||
# 检测工具结果消息
|
||||
if msg.get("role") == "tool":
|
||||
tool_call_id = msg.get("tool_call_id", "")
|
||||
tool_name = msg.get("name", "")
|
||||
tool_output = msg.get("content", "")
|
||||
|
||||
if tool_call_id in tool_calls_in_progress:
|
||||
yield {
|
||||
"type": "tool_call_end",
|
||||
"tool": tool_name,
|
||||
"id": tool_call_id,
|
||||
"result": tool_output
|
||||
# 记录工具调用开始
|
||||
if tool_call_id not in tool_calls_in_progress:
|
||||
tool_calls_in_progress[tool_call_id] = {
|
||||
"name": tool_name,
|
||||
"args": tool_args
|
||||
}
|
||||
del tool_calls_in_progress[tool_call_id]
|
||||
yield {
|
||||
"type": "tool_call_start",
|
||||
"tool": tool_name,
|
||||
"args": tool_args,
|
||||
"id": tool_call_id
|
||||
}
|
||||
# 处理普通 token
|
||||
elif token_content:
|
||||
processed_event = {
|
||||
"type": "llm_token",
|
||||
"node": node_name,
|
||||
"token": token_content,
|
||||
"reasoning_token": reasoning_token
|
||||
}
|
||||
|
||||
processed_event = {
|
||||
"type": "state_update",
|
||||
"data": serialized_data
|
||||
}
|
||||
elif chunk_type == "updates":
|
||||
info(f"🔄 处理updates chunk")
|
||||
updates_data = chunk["data"]
|
||||
serialized_data = self._serialize_value(updates_data)
|
||||
|
||||
elif chunk_type == "custom":
|
||||
serialized_data = self._serialize_value(chunk["data"])
|
||||
processed_event = {
|
||||
"type": "custom",
|
||||
"data": serialized_data
|
||||
}
|
||||
# 检查是否有人工审核请求
|
||||
if "review_pending" in serialized_data and serialized_data["review_pending"]:
|
||||
review_id = serialized_data.get("review_id", "")
|
||||
content_to_review = serialized_data.get("content_to_review", "")
|
||||
yield {
|
||||
"type": "human_review_request",
|
||||
"review_id": review_id,
|
||||
"content": content_to_review
|
||||
}
|
||||
|
||||
if processed_event:
|
||||
yield processed_event
|
||||
# 检查是否有工具结果
|
||||
if "messages" in serialized_data:
|
||||
for msg in serialized_data["messages"]:
|
||||
# 检测工具结果消息
|
||||
if msg.get("role") == "tool":
|
||||
tool_call_id = msg.get("tool_call_id", "")
|
||||
tool_name = msg.get("name", "")
|
||||
tool_output = msg.get("content", "")
|
||||
|
||||
if tool_call_id in tool_calls_in_progress:
|
||||
yield {
|
||||
"type": "tool_call_end",
|
||||
"tool": tool_name,
|
||||
"id": tool_call_id,
|
||||
"result": tool_output
|
||||
}
|
||||
del tool_calls_in_progress[tool_call_id]
|
||||
|
||||
processed_event = {
|
||||
"type": "state_update",
|
||||
"data": serialized_data
|
||||
}
|
||||
|
||||
elif chunk_type == "custom":
|
||||
info(f"🎯 处理custom chunk")
|
||||
serialized_data = self._serialize_value(chunk["data"])
|
||||
processed_event = {
|
||||
"type": "custom",
|
||||
"data": serialized_data
|
||||
}
|
||||
|
||||
if processed_event:
|
||||
yield processed_event
|
||||
|
||||
info(f"✅ graph.astream() 完成，共 {chunk_count} 个chunks")
|
||||
|
||||
except Exception as e:
|
||||
error(f"❌ 执行 React 图时出错: {e}")
|
||||
import traceback
|
||||
error(f"📋 堆栈: {traceback.format_exc()}")
|
||||
raise
|
||||
|
||||
# 发送结束事件
|
||||
if current_node:
|
||||
|
||||
Reference in New Issue
Block a user