[英]MultiThreading with Python
這是一個生產者消費者問題。 我需要一個生產者和多個消費者來訪問共享數據單元,並且每個消費者都需要在生產者制作額外數據之前訪問生產的數據。 當只有一個消費者時,代碼可以正常工作。 我試圖列出生產者和消費者的列表,以便對它們進行 to.join() 和 .start()。 該程序對第一個消費者有效,但在到達第二個消費者時掛斷。 我試圖將getData和setData中的鎖定機制從“notify”更改為“notifyAll”,我是python的初學者,這些東西對我來說很陌生,但我已經嘗試了10個小時,真的很感激幫助。
import time, random
from threading import Thread, currentThread, Condition
class SharedCell(object):
def __init__(self):
self.data = -1
self.writeable = True
self.condition = Condition()
def setData(self, data):
self.condition.acquire()
while not self.writeable:
self.condition.wait()
print("%s setting data to %d" % \
(currentThread().getName(), data))
self.data = data
self.writeable = False
self.condition.notifyAll()
self.condition.release()
def getData(self):
self.condition.acquire()
while self.writeable:
self.condition.wait()
print(f'accessing data {currentThread().getName()} {self.data}')
self.writeable = True
self.condition.notifyAll()
self.condition.release()
return self.data
class Producer(Thread):
def __init__(self, cell, accessCount, sleepMax):
Thread.__init__(self, name = "Producer")
self.accessCount = accessCount
self.cell = cell
self.sleepMax = sleepMax
def run(self):
print("%s starting up" % self.getName())
for count in range(self.accessCount):
time.sleep(random.randint(1, self.sleepMax))
self.cell.setData(count + 1)
print("%s is done producing\n" % self.getName())
class Consumer(Thread):
def __init__(self, cell, accessCount, sleepMax):
Thread.__init__(self)
self.accessCount = accessCount
self.cell = cell
self.sleepMax = sleepMax
def run(self):
print("%s starting up" % self.getName())
for count in range(self.accessCount):
time.sleep(random.randint(1, self.sleepMax))
value = self.cell.getData()
print("%s is done consuming\n" % self.getName())
def main():
accessCount = int(input("Enter the number of accesses: "))
sleepMax = 4
cell = SharedCell()
producer = Producer(cell, accessCount, sleepMax)
consumer = Consumer(cell, accessCount, sleepMax)
consumerTwo = Consumer(cell, accessCount, sleepMax)
threads = []
threads.append(producer)
threads.append(consumer)
threads.append(consumerTwo)
print("Starting the threads")
for thread in threads:
thread.start()
thread.join()
main()
join
function 阻塞當前線程並等待直到指示的線程終止。 在您的main
function 結束時的循環中,為什么在啟動后立即join
每個線程? 這將導致啟動線程 1,然后在啟動線程 2 之前等待它終止,然后在啟動線程 3 之前等待它終止,依此類推。
也許你的意思是這樣的:
for thread in threads:
thread.start()
for thread in threads:
thread.join()
以便在您等待它們終止之前啟動每個線程。
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