system/process_management.py

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4.6 KiB
Python
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2024-12-05 19:45:11 +08:00
import enum
from dataclasses import dataclass, field
from typing import List, Dict, Optional
import time
import heapq
class ProcessState(enum.Enum):
"""操作系统中的进程状态"""
NEW = 0 # 进程刚创建
READY = 1 # 等待被分配到处理器的进程
RUNNING = 2 # 当前正在执行的进程
WAITING = 3 # 等待某些事件的进程I/O、资源分配
TERMINATED = 4 # 已完成执行的进程
@dataclass
class Process:
"""表示操作系统中的进程"""
pid: int
script_path: str
state: ProcessState = field(default=ProcessState.NEW)
priority: int = field(default=0)
arrival_time: float = field(default_factory=time.time)
start_time: Optional[float] = None
completion_time: Optional[float] = None
cpu_time: float = 0.0
waiting_time: float = 0.0
class ProcessManager:
"""
管理进程调度和生命周期
实现多种调度算法
"""
def __init__(self):
self.processes: Dict[int, Process] = {}
self.ready_queue: List[Process] = []
self.next_pid = 1
self.total_processes = 0
def create_process(self, script_path: str, priority: int = 0) -> Process:
"""
创建新进程
:param script_path: 进程脚本路径
:param priority: 进程优先级数字越小优先级越高
:return: 创建的进程
"""
process = Process(
pid=self.next_pid,
script_path=script_path,
priority=priority
)
self.processes[self.next_pid] = process
self.next_pid += 1
self.total_processes += 1
# 将进程移至就绪状态
self._change_process_state(process, ProcessState.READY)
return process
def _change_process_state(self, process: Process, new_state: ProcessState):
"""
改变进程状态并更新相关时间戳
:param process: 要更新的进程
:param new_state: 进程的新状态
"""
old_state = process.state
process.state = new_state
# 跟踪性能指标的计时
current_time = time.time()
if new_state == ProcessState.RUNNING:
process.start_time = current_time
elif new_state == ProcessState.TERMINATED:
process.completion_time = current_time
def schedule_process(self) -> Optional[Process]:
"""
选择并调度要运行的进程
使用基于优先级的抢占式调度
:return: 要运行的进程如果没有就绪进程则返回None
"""
if not self.ready_queue:
return None
# 按优先级对就绪队列排序(数字越小优先级越高)
self.ready_queue.sort(key=lambda p: p.priority)
# 选择最高优先级进程
selected_process = self.ready_queue[0]
self._change_process_state(selected_process, ProcessState.RUNNING)
return selected_process
def terminate_process(self, process: Process):
"""
终止进程并更新其状态
:param process: 要终止的进程
"""
self._change_process_state(process, ProcessState.TERMINATED)
# 如果在就绪队列中,则移除
if process in self.ready_queue:
self.ready_queue.remove(process)
def get_total_processes(self) -> int:
"""
获取已创建的进程总数
:return: 进程总数
"""
return self.total_processes
def calculate_avg_turnaround_time(self) -> float:
"""
计算已完成进程的平均周转时间
:return: 平均周转时间
"""
completed_processes = [
p for p in self.processes.values()
if p.completion_time is not None
]
if not completed_processes:
return 0.0
turnaround_times = [
p.completion_time - p.arrival_time
for p in completed_processes
]
return sum(turnaround_times) / len(turnaround_times)
def calculate_avg_weighted_turnaround_time(self) -> float:
"""
计算平均带权周转时间
带权周转时间 = (完成时间 - 到达时间) / CPU时间
:return: 平均带权周转时间
"""
completed_processes = [
p for p in self.processes.values()
if p.completion_time is not None and p.cpu_time > 0
]
if not completed_processes:
return 0.0
weighted_turnaround_times = [
(p.completion_time - p.arrival_time) / p.cpu_time
for p in completed_processes
]
return sum(weighted_turnaround_times) / len(weighted_turnaround_times)