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269 lines (217 loc) · 8.7 KB
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#!/usr/bin/env python3
"""
Priority Queue with Deadline Scheduling Module
This module implements a priority queue that supports deadline-aware scheduling
and preemption hints for task management.
"""
import heapq
import time
from dataclasses import dataclass
from enum import Enum
from typing import Any, Callable, List, Optional, Tuple
from datetime import datetime, timedelta
class Priority(Enum):
"""Task priority levels."""
LOW = 1
NORMAL = 2
HIGH = 3
CRITICAL = 4
class PreemptionHint(Enum):
"""Preemption behavior hints for tasks."""
NON_PREEMPTABLE = 0
PREEMPTABLE = 1
@dataclass
class ScheduledTask:
"""
A task with scheduling information.
Attributes:
task_id: Unique identifier for the task
priority: Task priority level
deadline: Absolute deadline time (seconds since epoch)
preemption: Preemption hint for the task
payload: The actual work to be performed
submission_time: When the task was submitted
"""
task_id: str
priority: Priority
deadline: float
preemption: PreemptionHint
payload: Any
submission_time: float
def __lt__(self, other: 'ScheduledTask') -> bool:
"""
Compare tasks for priority queue ordering.
Tasks are ordered by:
1. Deadline (earlier deadlines first)
2. Priority (higher priority first)
3. Submission time (earlier submissions first)
"""
if self.deadline != other.deadline:
return self.deadline < other.deadline
if self.priority.value != other.priority.value:
return self.priority.value > other.priority.value
return self.submission_time < other.submission_time
def __eq__(self, other: 'ScheduledTask') -> bool:
"""Check equality based on task_id."""
return self.task_id == other.task_id
def is_overdue(self) -> bool:
"""Check if the task is past its deadline."""
return time.time() > self.deadline
def time_until_deadline(self) -> float:
"""Get seconds until deadline (negative if overdue)."""
return self.deadline - time.time()
class PriorityQueue:
"""
A priority queue with deadline-aware scheduling.
Tasks are ordered by deadline first, then by priority, then by submission time.
"""
def __init__(self) -> None:
"""Initialize an empty priority queue."""
self._queue: List[ScheduledTask] = []
self._task_map: dict[str, ScheduledTask] = {}
self._counter = 0
def submit_task(
self,
task_id: str,
priority: Priority,
deadline: float,
payload: Any,
preemption: PreemptionHint = PreemptionHint.NON_PREEMPTABLE
) -> None:
"""
Submit a task to the queue.
Args:
task_id: Unique identifier for the task
priority: Task priority level
deadline: Absolute deadline time (seconds since epoch)
payload: The actual work to be performed
preemption: Preemption hint for the task
Raises:
ValueError: If task_id already exists in the queue
"""
if task_id in self._task_map:
raise ValueError(f"Task with ID '{task_id}' already exists")
task = ScheduledTask(
task_id=task_id,
priority=priority,
deadline=deadline,
preemption=preemption,
payload=payload,
submission_time=time.time()
)
heapq.heappush(self._queue, task)
self._task_map[task_id] = task
def get_next_task(self) -> Optional[ScheduledTask]:
"""
Get the next task to execute without removing it from the queue.
Returns:
The next task to execute, or None if queue is empty
"""
self._cleanup_overdue_tasks()
return self._queue[0] if self._queue else None
def pop_next_task(self) -> Optional[ScheduledTask]:
"""
Remove and return the next task to execute.
Returns:
The next task to execute, or None if queue is empty
"""
self._cleanup_overdue_tasks()
if not self._queue:
return None
task = heapq.heappop(self._queue)
del self._task_map[task.task_id]
return task
def remove_task(self, task_id: str) -> bool:
"""
Remove a task by ID.
Args:
task_id: ID of the task to remove
Returns:
True if task was removed, False if not found
"""
if task_id not in self._task_map:
return False
task = self._task_map[task_id]
self._queue.remove(task)
heapq.heapify(self._queue) # Re-heapify after removal
del self._task_map[task_id]
return True
def get_task(self, task_id: str) -> Optional[ScheduledTask]:
"""
Get a task by ID without removing it.
Args:
task_id: ID of the task to retrieve
Returns:
The task if found, None otherwise
"""
return self._task_map.get(task_id)
def size(self) -> int:
"""Get the number of tasks in the queue."""
return len(self._queue)
def is_empty(self) -> bool:
"""Check if the queue is empty."""
return len(self._queue) == 0
def get_all_tasks(self) -> List[ScheduledTask]:
"""Get a copy of all tasks in the queue."""
return list(self._queue)
def _cleanup_overdue_tasks(self) -> None:
"""Remove overdue tasks that cannot be executed."""
# In a real system, we might want to handle overdue tasks differently
# For now, we'll just remove them from our tracking but keep them in queue
pass
def format_deadline(deadline: float) -> str:
"""Format a deadline timestamp for display."""
dt = datetime.fromtimestamp(deadline)
return dt.strftime("%H:%M:%S")
def main() -> None:
"""Self-test: EDF-with-priority ordering exact on a fixed clock, ties
broken by priority then submission, removal honest."""
now = 1_000_000.0
pq = PriorityQueue()
# Deadlines dominate: pop order is by deadline regardless of priority.
pq.submit_task("bg-1", Priority.LOW, now + 60, "bg",
preemption=PreemptionHint.PREEMPTABLE)
pq.submit_task("bg-2", Priority.NORMAL, now + 120, "report")
pq.submit_task("urgent-1", Priority.CRITICAL, now + 10, "alert")
pq.submit_task("urgent-2", Priority.HIGH, now + 30, "payment")
pq.submit_task("bg-3", Priority.LOW, now + 90, "archive")
assert pq.size() == 5
order = []
while not pq.is_empty():
order.append(pq.pop_next_task().task_id)
assert order == ["urgent-1", "urgent-2", "bg-1", "bg-3", "bg-2"], \
f"EDF order wrong: {order}"
assert pq.pop_next_task() is None and pq.is_empty()
# Same deadline: HIGHER priority pops first.
pq.submit_task("low", Priority.LOW, now + 50, "l")
pq.submit_task("crit", Priority.CRITICAL, now + 50, "c")
pq.submit_task("norm", Priority.NORMAL, now + 50, "n")
tie_order = [pq.pop_next_task().task_id for _ in range(3)]
assert tie_order == ["crit", "norm", "low"], \
f"priority tie-break wrong: {tie_order}"
# Same deadline AND priority: earlier submission first (FIFO).
pq.submit_task("first", Priority.NORMAL, now + 50, "1")
pq.submit_task("second", Priority.NORMAL, now + 50, "2")
assert [pq.pop_next_task().task_id for _ in range(2)] == ["first", "second"], \
"FIFO tie-break violated"
# Overdue detection is a real deadline comparison.
pq.submit_task("past", Priority.NORMAL, time.time() - 5, "late")
pq.submit_task("future", Priority.NORMAL, time.time() + 500, "ok")
past = pq.pop_next_task()
assert past.task_id == "past" and past.is_overdue() is True
assert past.time_until_deadline() < 0
fut = pq.pop_next_task()
assert fut.is_overdue() is False and fut.time_until_deadline() > 400
# Removal: honest, and the removed task never pops.
pq.submit_task("keep", Priority.NORMAL, now + 10, "k")
pq.submit_task("temp", Priority.NORMAL, now + 5, "t")
assert pq.size() == 2
assert pq.remove_task("temp") is True
assert pq.remove_task("temp") is False, "double removal reported success"
assert pq.remove_task("ghost") is False
assert pq.size() == 1
assert pq.pop_next_task().task_id == "keep", "removed task leaked back out"
print("priority_queue_scheduler: EDF order exact (urgent-1 first, bg-2 "
"last), priority then FIFO tie-breaks, overdue real, removal honest — PASS")
if __name__ == "__main__":
main()