python執行緒學習筆記

2021-08-19 23:13:23 字數 4054 閱讀 7677

1.執行緒建立   

1.1函式建立執行緒

def helloworld():

time.sleep(2)

print("hello world")

t = threading.thread(target=helloworld)

t.start()

print("main thread")

1.2類建立執行緒

class helloworld(threading.thread):

def __init__(self,id):

self.id = id

super(helloworld,self).__init__()

def run(self):

time.sleep(2)

print("thread %d helloworld" % self.id)

for i in range(5):

t = helloworld(i)

t.start()

print("main thread")

2.執行緒的方法

t.start()  啟動執行緒活動

t.join()  保證當前執行緒執行完成以後,再執行其他執行緒。

import threading,time

count = 0

def adder():

global count

count = count + 1

time.sleep(0.1)

count = count + 1

threads =

for i in range(100):

thread = threading.thread(target=adder)

thread.start()

for thread in threads:

thread.join()

print(count)

3.執行緒鎖

函式加鎖

import threading

import time

count = 0

def adder(addlock):

global count

addlock.acquire()

count = count +1

addlock.release()

time.sleep(0.1)

addlock.acquire()

count = count + 1

addlock.release()

addlock = threading.lock()

threads =

for i in range(100):

thread = threading.thread(target=adder,args = (addlock,))

thread.start()

for thread in threads:

thread.join()

print(count)

函式with加鎖

import threading

import time

count = 0

def adder(addlock):

global count

with addlock:

count = count +1

time.sleep(0.1)

with addlock:

count = count + 1

addlock = threading.lock()

threads =

for i in range(100):

thread = threading.thread(target=adder,args = (addlock,))

thread.start()

for thread in threads:

thread.join()

print(count)

類wtih加鎖:

import threading

import time

class helloworld(threading.thread):

count =0

addlock = threading.lock()

def run(self):

with helloworld.addlock:

helloworld.count +=1

time.sleep(0.5)

with helloworld.addlock:

helloworld.count += 1

threads =

for i in range(5):

t = helloworld()

t.start()

for t in threads:

t.join()

print(helloworld.count)

python 訊號量

同時訪問5個執行緒。

import time

import threading

semaphore = threading.semaphore(5) #新增乙個計數器

def foo():

semaphore.acquire() #計數器獲得鎖

time.sleep(2) #程式休眠2秒

print("ok",time.ctime())

semaphore.release() #計數器釋放鎖

for i in range(20):

t1=threading.thread(target=foo,args=()) #建立執行緒

t1.start() #啟動執行緒

佇列queue多應用在多執行緒應用中,多執行緒訪問共享變數。對多執行緒而言,訪問共享變數時,佇列queue是執行緒安全的。

import threading

import queue

import time

numconsumers = 2

numprofucers = 2

nummessages = 4

lock = threading.lock()

dataqueue = queue.queue()

def producer(idnum):

for msgnum in range(nummessages):

dataqueue.put("producer id=%d,count=%d" % (idnum,msgnum))

def consumer(idnum):

while not dataqueue.empty():

data = dataqueue.get(block=false)

with lock:

print("consumer",idnum,"got =>",data)

time.sleep(0.1)

if __name__ == '__main__':

consumerthreads =

producerthreads =

for i in range(numprofucers):

t = threading.thread(target = producer,args = (i,))

t.start()

print(dataqueue.qsize())

for i in range(numconsumers):

t = threading.thread(target=consumer,args =(i,))

t.start()

for t in producerthreads:

t.join()

for t in consumerthreads:

t.join()

python多執行緒 不合適cpu密集操作型的任務,適合io操作密集型任務。

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