threading 多线程
#add_thread # View more python learning tutorial on my Youtube and Youku channel!!! # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg # Youku video tutorial: http://i.youku.com/pythontutorial import threading #def main(): # print(threading.active_count()) # print(threading.enumerate()) # see the thread list # print(threading.current_thread()) def thread_job(): print('This is a thread of %s' % threading.current_thread()) def main(): thread = threading.Thread(target=thread_job,) thread.start() if __name__ == '__main__': main()
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | #queue # View more python learning tutorial on my Youtube and Youku channel!!! # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg # Youku video tutorial: http://i.youku.com/pythontutorial import threading import time from queue import Queue def job(l,q): for i in range(len(l)): l[i] = l[i]**2 q.put(l) def multithreading(): q = Queue() threads = [] data = [[1,2,3],[3,4,5],[4,4,4],[5,5,5]] for i in range(4): t = threading.Thread(target=job, args=(data[i], q)) t.start() threads.append(t) for thread in threads: thread. join () results = [] for _ in range(4): results.append(q. get ()) print(results) if __name__ == '__main__' : multithreading() |
#join # View more python learning tutorial on my Youtube and Youku channel!!! # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg # Youku video tutorial: http://i.youku.com/pythontutorial import threading import time def thread_job(): print('T1 start\n') for i in range(10): time.sleep(0.1) print('T1 finish\n') def T2_job(): print('T2 start\n') print('T2 finish\n') def main(): added_thread = threading.Thread(target=thread_job, name='T1') thread2 = threading.Thread(target=T2_job, name='T2') added_thread.start() thread2.start() thread2.join() added_thread.join() print('all done\n') if __name__ == '__main__': main()
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | #GIL # View more python learning tutorial on my Youtube and Youku channel!!! # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg # Youku video tutorial: http://i.youku.com/pythontutorial import threading from queue import Queue import copy import time def job(l, q): res = sum(l) q.put(res) def multithreading(l): q = Queue() threads = [] for i in range(4): t = threading.Thread(target=job, args=(copy.copy(l), q), name= 'T%i' % i) t.start() threads.append(t) [t. join () for t in threads] total = 0 for _ in range(4): total += q. get () print(total) def normal(l): total = sum(l) print(total) if __name__ == '__main__' : l = list(range(1000000)) s_t = time.time() normal(l*4) print( 'normal: ' ,time.time()-s_t) s_t = time.time() multithreading(l) print( 'multithreading: ' , time.time()-s_t) |
#lock # View more python learning tutorial on my Youtube and Youku channel!!! # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg # Youku video tutorial: http://i.youku.com/pythontutorial import threading def job1(): global A, lock lock.acquire() for i in range(10): A += 1 print('job1', A) lock.release() def job2(): global A, lock lock.acquire() for i in range(10): A += 10 print('job2', A) lock.release() if __name__ == '__main__': lock = threading.Lock() A = 0 t1 = threading.Thread(target=job1) t2 = threading.Thread(target=job2) t1.start() t2.start() t1.join() t2.join()
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