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160
runtime/python-executor/datamate/scheduler/scheduler.py
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160
runtime/python-executor/datamate/scheduler/scheduler.py
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# 任务状态枚举
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import asyncio
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import signal
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import sys
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from dataclasses import dataclass
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from datetime import datetime
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from enum import Enum
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from typing import Any, Optional, Dict, List
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from loguru import logger
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class TaskStatus(Enum):
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PENDING = "pending" # 等待执行
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RUNNING = "running" # 正在运行
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COMPLETED = "completed" # 已完成
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FAILED = "failed" # 执行失败
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CANCELLED = "cancelled" # 已取消
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@dataclass
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class TaskResult:
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"""任务结果数据类"""
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task_id: str
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status: TaskStatus
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result: Any = None
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error: Optional[str] = None
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created_at: datetime = None
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started_at: Optional[datetime] = None
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completed_at: Optional[datetime] = None
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progress: float = 0.0
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class Task:
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def __init__(self, task_id: str, *args, **kwargs):
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self.task_id = task_id
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self.args = args
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self.kwargs = kwargs
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self.status = TaskStatus.PENDING
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self.result = None
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self.error = None
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self.created_at = datetime.now()
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self.started_at = None
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self.completed_at = None
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self.progress = 0.0
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self._task = None # asyncio.Task 实例
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self._cancelled = False
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def get(self):
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return self._task
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def start(self) -> 'Task':
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"""启动任务"""
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pass
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async def _execute(self):
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"""执行任务"""
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pass
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def cancel(self) -> bool:
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"""取消任务"""
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pass
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def to_result(self) -> TaskResult:
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"""转换为结果对象"""
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return TaskResult(
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task_id=self.task_id,
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status=self.status,
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result=self.result,
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error=self.error,
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created_at=self.created_at,
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started_at=self.started_at,
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completed_at=self.completed_at,
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progress=self.progress
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)
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class TaskScheduler:
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"""异步任务调度器"""
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def __init__(self, max_concurrent: int = 10):
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self.max_concurrent = max_concurrent
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self.tasks: Dict[str, Task] = {}
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self.semaphore = asyncio.Semaphore(max_concurrent)
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# 注册信号处理器
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try:
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signal.signal(signal.SIGINT, self._signal_handler)
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signal.signal(signal.SIGTERM, self._signal_handler)
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except (ValueError, AttributeError):
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# 在某些平台上可能不支持
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pass
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def _signal_handler(self, signum, frame):
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"""信号处理器"""
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logger.info(f"收到信号 {signum},正在清理任务...")
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asyncio.create_task(self.shutdown())
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sys.exit(0)
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async def submit(self, task_id, task, *args, **kwargs) -> str:
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"""提交任务"""
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pass
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def get_task_status(self, task_id: str) -> Optional[TaskResult]:
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"""获取任务状态"""
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task = self.tasks.get(task_id)
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if task:
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return task.to_result()
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return None
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def get_all_tasks(self) -> List[TaskResult]:
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"""获取所有任务状态"""
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return [task.to_result() for task in self.tasks.values()]
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def cancel_task(self, task_id: str) -> bool:
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"""取消任务"""
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task = self.tasks.get(task_id)
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if task and task.status == TaskStatus.RUNNING:
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cancelled = task.cancel()
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if cancelled:
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logger.info(f"任务 {task_id} 已取消")
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return cancelled
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return False
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def get_tasks_by_status(self, status: TaskStatus) -> List[TaskResult]:
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"""根据状态获取任务"""
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return [
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task.to_result()
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for task in self.tasks.values()
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if task.status == status
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]
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async def wait_for_task(self, task_id: str, timeout: Optional[float] = None) -> TaskResult:
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"""等待任务完成"""
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pass
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async def shutdown(self):
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"""关闭调度器,取消所有运行中的任务"""
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pass
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def get_statistics(self) -> Dict[str, int]:
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"""获取统计信息"""
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stats = {
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TaskStatus.PENDING: 0,
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TaskStatus.RUNNING: 0,
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TaskStatus.COMPLETED: 0,
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TaskStatus.FAILED: 0,
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TaskStatus.CANCELLED: 0
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}
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for task in self.tasks.values():
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stats[task.status] += 1
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return {
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"pending": stats[TaskStatus.PENDING],
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"running": stats[TaskStatus.RUNNING],
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"completed": stats[TaskStatus.COMPLETED],
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"failed": stats[TaskStatus.FAILED],
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"cancelled": stats[TaskStatus.CANCELLED],
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"total": len(self.tasks)
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}
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