- 新增完整的workflow模块,包含MedicalWorkflow、TaskManager、StepExecutor和WorkflowLogger四个核心组件 - 实现分诊、现病史、既往史三阶段任务管理和状态跟踪机制 - 优化Monitor智能体支持针对特定任务的精准评估,解决任务评价针对性问题 - 完善agent_system各模块的__init__.py文件,确保正确的模块导入 - 实现详细的jsonl格式日志记录系统,支持完整workflow执行追踪 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
183 lines
6.6 KiB
Python
183 lines
6.6 KiB
Python
from typing import Dict, List, Optional
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from enum import Enum
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class TaskPhase(Enum):
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"""任务阶段枚举"""
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TRIAGE = "triage" # 分诊阶段
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HPI = "hpi" # 现病史阶段
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PH = "ph" # 既往史阶段
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COMPLETED = "completed" # 全部完成
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class TaskManager:
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"""
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任务管理器
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负责管理分诊、现病史、既往史三个阶段的子任务状态和完成度评分
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"""
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def __init__(self):
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"""初始化任务管理器"""
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self.completion_threshold = 0.85 # 任务完成阈值
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# 定义各阶段的子任务
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self.task_definitions = {
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TaskPhase.TRIAGE: {
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"一级科室判定": {"description": "确定患者应就诊的一级科室(如内科、外科等)"},
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"二级科室判定": {"description": "在一级科室基础上确定具体的二级科室"}
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},
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TaskPhase.HPI: {
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"起病情况和患病时间": {"description": "了解疾病发生的时间、诱因和起病方式"},
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"主要症状特征": {"description": "详细描述患者的主要症状表现和特点"},
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"病情发展与演变": {"description": "了解病情从发病到现在的发展变化过程"},
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"伴随症状": {"description": "询问除主要症状外的其他相关症状"},
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"诊疗经过": {"description": "了解患者已接受的诊断和治疗情况"},
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"病程基本情况": {"description": "掌握疾病的整体病程和基本情况"}
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},
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TaskPhase.PH: {
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"疾病史": {"description": "了解患者既往患过的疾病"},
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"手术史": {"description": "询问患者既往手术经历"},
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"过敏史": {"description": "了解患者药物或其他过敏史"},
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"家族史": {"description": "询问家族相关疾病史"},
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"个人史": {"description": "了解患者个人生活史"},
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"预防接种史": {"description": "询问患者疫苗接种情况"}
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}
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}
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# 初始化任务完成度评分(所有任务初始分数为0.0)
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self.task_scores = {}
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for phase in self.task_definitions:
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self.task_scores[phase] = {}
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for task_name in self.task_definitions[phase]:
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self.task_scores[phase][task_name] = 0.0
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def get_current_phase(self) -> TaskPhase:
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"""
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获取当前应该执行的任务阶段
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Returns:
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TaskPhase: 当前任务阶段
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"""
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# 检查分诊阶段是否完成
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if not self._is_phase_completed(TaskPhase.TRIAGE):
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return TaskPhase.TRIAGE
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# 检查现病史阶段是否完成
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if not self._is_phase_completed(TaskPhase.HPI):
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return TaskPhase.HPI
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# 检查既往史阶段是否完成
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if not self._is_phase_completed(TaskPhase.PH):
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return TaskPhase.PH
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# 所有阶段都完成
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return TaskPhase.COMPLETED
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def get_pending_tasks(self, phase: Optional[TaskPhase] = None) -> List[Dict[str, str]]:
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"""
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获取指定阶段的未完成任务列表
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Args:
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phase: 指定的任务阶段,如果为None则获取当前阶段
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Returns:
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List[Dict]: 未完成任务列表,每个任务包含name和description字段
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"""
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if phase is None:
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phase = self.get_current_phase()
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if phase == TaskPhase.COMPLETED:
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return []
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pending_tasks = []
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phase_tasks = self.task_definitions[phase]
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phase_scores = self.task_scores[phase]
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for task_name, task_info in phase_tasks.items():
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if phase_scores[task_name] < self.completion_threshold:
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pending_tasks.append({
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"name": task_name,
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"description": task_info["description"]
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})
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return pending_tasks
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def update_task_scores(self, phase: TaskPhase, task_scores: Dict[str, float]):
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"""
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更新指定阶段的任务完成度评分
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Args:
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phase: 任务阶段
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task_scores: 任务评分字典,格式为 {任务名: 评分}
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"""
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if phase not in self.task_scores:
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return
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for task_name, score in task_scores.items():
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if task_name in self.task_scores[phase]:
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self.task_scores[phase][task_name] = score
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def get_task_scores(self, phase: Optional[TaskPhase] = None) -> Dict:
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"""
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获取任务评分信息
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Args:
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phase: 指定的任务阶段,如果为None则返回所有阶段
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Returns:
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Dict: 任务评分信息
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"""
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if phase is None:
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return self.task_scores
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return self.task_scores.get(phase, {})
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def get_completion_summary(self) -> Dict[str, any]:
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"""
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获取任务完成情况摘要
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Returns:
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Dict: 完成情况摘要,包含各阶段完成状态和进度
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"""
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summary = {
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"current_phase": self.get_current_phase().value,
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"phases": {}
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}
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for phase, tasks in self.task_definitions.items():
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completed_count = sum(
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1 for task_name in tasks
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if self.task_scores[phase][task_name] >= self.completion_threshold
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)
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total_count = len(tasks)
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summary["phases"][phase.value] = {
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"completed": completed_count,
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"total": total_count,
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"completion_rate": completed_count / total_count if total_count > 0 else 0,
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"is_completed": self._is_phase_completed(phase)
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}
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return summary
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def _is_phase_completed(self, phase: TaskPhase) -> bool:
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"""
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检查指定阶段是否完成
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Args:
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phase: 任务阶段
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Returns:
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bool: 是否完成
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"""
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if phase not in self.task_scores:
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return False
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phase_scores = self.task_scores[phase]
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return all(score >= self.completion_threshold for score in phase_scores.values())
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def is_workflow_completed(self) -> bool:
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"""
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检查整个工作流是否完成
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Returns:
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bool: 是否完成
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"""
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return self.get_current_phase() == TaskPhase.COMPLETED |