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ailine/backend/app/agent_subgraphs/common/state_base.py

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"""
状态基类工具模块
提供类型安全的 LangGraph 状态基类和常用状态操作工具
功能
1. BaseState - 基础状态基类包含通用字段消息token统计耗时等
2. StateUtils - 状态操作工具类提供常用的状态访问和修改方法
3. TypedStateBuilder - 类型化状态构建器支持链式创建自定义状态
4. StateValidation - 状态验证工具确保状态完整性
"""
from typing import Dict, Any, List, Optional
from dataclasses import dataclass, field
from datetime import datetime
from enum import Enum, auto
class Phase(Enum):
"""执行阶段枚举"""
INIT = auto()
INTENT_PARSING = auto()
EXECUTING = auto()
FORMATTING = auto()
COMPLETED = auto()
ERROR = auto()
@dataclass
class TokenUsage:
"""Token 使用统计"""
prompt_tokens: int = 0
completion_tokens: int = 0
total_tokens: int = 0
def add(self, other: 'TokenUsage') -> 'TokenUsage':
"""累加另一个统计"""
return TokenUsage(
prompt_tokens=self.prompt_tokens + other.prompt_tokens,
completion_tokens=self.completion_tokens + other.completion_tokens,
total_tokens=self.total_tokens + other.total_tokens
)
@dataclass
class BaseState:
"""
基础状态基类
所有子图的状态都应继承此类
"""
# 核心字段
user_query: str = ""
user_id: str = "default"
thread_id: Optional[str] = None
# 执行阶段
current_phase: Phase = Phase.INIT
phase_history: List[Phase] = field(default_factory=list)
# 结果
final_result: str = ""
success: bool = True
error_message: str = ""
# 统计
token_usage: TokenUsage = field(default_factory=TokenUsage)
start_time: Optional[datetime] = None
end_time: Optional[datetime] = None
# 元数据
metadata: Dict[str, Any] = field(default_factory=dict)
def __post_init__(self):
"""初始化后调用"""
if self.start_time is None:
self.start_time = datetime.now()
if not self.phase_history:
self.phase_history.append(self.current_phase)
def transition_to(self, phase: Phase) -> None:
"""转换到新阶段"""
self.current_phase = phase
self.phase_history.append(phase)
def complete(self, result: str, success: bool = True) -> None:
"""完成执行"""
self.final_result = result
self.success = success
self.end_time = datetime.now()
self.transition_to(Phase.COMPLETED)
def fail(self, error: str) -> None:
"""执行失败"""
self.error_message = error
self.success = False
self.end_time = datetime.now()
self.transition_to(Phase.ERROR)
@property
def elapsed_time(self) -> float:
"""获取耗时(秒)"""
if self.start_time and self.end_time:
return (self.end_time - self.start_time).total_seconds()
return 0.0
class StateUtils:
"""状态操作工具类"""
@staticmethod
def merge_metadata(base: Dict[str, Any], overlay: Dict[str, Any]) -> Dict[str, Any]:
"""合并元数据"""
result = base.copy()
result.update(overlay)
return result
@staticmethod
def create_snapshot(state: BaseState) -> Dict[str, Any]:
"""创建状态快照(用于调试)"""
return {
"user_query": state.user_query,
"user_id": state.user_id,
"current_phase": state.current_phase.name,
"success": state.success,
"elapsed_time": state.elapsed_time
}