Python实现哲学家就餐问题实例代码

时间:2021-05-22

哲学家就餐问题:

哲学家就餐问题是典型的同步问题,该问题描述的是五个哲学家共用一张圆桌,分别坐在五张椅子上,在圆桌上有五个盘子和五个叉子(如下图),他们的生活方式是交替的进行思考和进餐,思考时不能用餐,用餐时不能思考。平时,一个哲学家进行思考,饥饿时便试图用餐,只有在他同时拿到他的盘子左右两边的两个叉子时才能进餐。进餐完毕后,他会放下叉子继续思考。请写出代码来解决如上的哲学家就餐问题,要求代码返回“当每个哲学家分别需要进食 n 次”时这五位哲学家具体的行为记录。

测试用例:

输入:n = 1 (1<=n<=60,n 表示每个哲学家需要进餐的次数。)

预期输出:

[[4,2,1],[4,1,1],[0,1,1],[2,2,1],[2,1,1],[2,0,3],[2,1,2],[2,2,2],[4,0,3],[4,1,2],[0,2,1],[4,2,2],[3,2,1],[3,1,1],[0,0,3],[0,1,2],[0,2,2],[1,2,1],[1,1,1],[3,0,3],[3,1,2],[3,2,2],[1,0,3],[1,1,2],[1,2,2]]

思路:

输出列表中的每一个子列表描述了某个哲学家的具体行为,它的格式如下:

output[i] = [a, b, c] (3 个整数)

a 哲学家编号。

b 指定叉子:{1 : 左边, 2 : 右边}.

c 指定行为:{1 : 拿起, 2 : 放下, 3 : 吃面}。

如 [4,2,1] 表示 4 号哲学家拿起了右边的叉子。所有自列表组合起来,就完整描述了“当每个哲学家分别需要进食 n 次”时这五位哲学家具体的行为记录。

代码实现

import queueimport threadingimport timeimport random class CountDownLatch: def __init__(self, count): self.count = count self.condition = threading.Condition() def wait(self): try: self.condition.acquire() while self.count > 0: self.condition.wait() finally: self.condition.release() def count_down(self): try: self.condition.acquire() self.count -= 1 self.condition.notifyAll() finally: self.condition.release() class DiningPhilosophers(threading.Thread): def __init__(self, philosopher_number, left_fork, right_fork, operate_queue, count_latch): super().__init__() self.philosopher_number = philosopher_number self.left_fork = left_fork self.right_fork = right_fork self.operate_queue = operate_queue self.count_latch = count_latch def eat(self): time.sleep(0.01) self.operate_queue.put([self.philosopher_number, 0, 3]) def think(self): time.sleep(random.random()) def pick_left_fork(self): self.operate_queue.put([self.philosopher_number, 1, 1]) def pick_right_fork(self): self.operate_queue.put([self.philosopher_number, 2, 1]) def put_left_fork(self): self.left_fork.release() self.operate_queue.put([self.philosopher_number, 1, 2]) def put_right_fork(self): self.right_fork.release() self.operate_queue.put([self.philosopher_number, 2, 2]) def run(self): while True: left = self.left_fork.acquire(blocking=False) right = self.right_fork.acquire(blocking=False) if left and right: self.pick_left_fork() self.pick_right_fork() self.eat() self.put_left_fork() self.put_right_fork() break elif left and not right: self.left_fork.release() elif right and not left: self.right_fork.release() else: time.sleep(0.01) print(str(self.philosopher_number) + ' count_down') self.count_latch.count_down() if __name__ == '__main__': operate_queue = queue.Queue() fork1 = threading.Lock() fork2 = threading.Lock() fork3 = threading.Lock() fork4 = threading.Lock() fork5 = threading.Lock() n = 1 latch = CountDownLatch(5 * n) for _ in range(n): philosopher0 = DiningPhilosophers(0, fork5, fork1, operate_queue, latch) philosopher0.start() philosopher1 = DiningPhilosophers(1, fork1, fork2, operate_queue, latch) philosopher1.start() philosopher2 = DiningPhilosophers(2, fork2, fork3, operate_queue, latch) philosopher2.start() philosopher3 = DiningPhilosophers(3, fork3, fork4, operate_queue, latch) philosopher3.start() philosopher4 = DiningPhilosophers(4, fork4, fork5, operate_queue, latch) philosopher4.start() latch.wait() queue_list = [] for i in range(5 * 5 * n): queue_list.append(operate_queue.get()) print(queue_list)

总结

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