python thread函数
Python的threading
模块提供了多线程编程的支持,在Python中,线程是最小的程序执行单元,多个线程可以同时运行,以提高程序的执行效率,本文将详细介绍Python线程函数的使用和相关技术。
1. 创建线程
要创建一个线程,首先需要导入threading
模块,然后定义一个函数,这个函数将作为线程的目标函数,接下来,使用threading.Thread()
类创建一个线程对象,并将目标函数作为参数传递给它,调用线程对象的start()
方法启动线程。
import threading def my_function(): print("Hello, World!") my_thread = threading.Thread(target=my_function) my_thread.start()
2. 线程同步
由于多个线程可能同时访问共享资源,因此需要使用同步机制来确保数据的一致性,Python提供了多种同步机制,如互斥锁(Lock)、条件变量(Condition)等。
2.1 互斥锁(Lock)
互斥锁是一种简单的同步机制,用于保护对共享资源的访问,当一个线程获得锁时,其他线程必须等待,直到锁被释放。
import threading lock = threading.Lock() def my_function(): with lock: print("Hello, World!") my_thread = threading.Thread(target=my_function) my_thread.start()
2.2 条件变量(Condition)
条件变量允许一个或多个线程等待某个条件成立,然后继续执行,条件变量通常与互斥锁一起使用。
import threading condition = threading.Condition() def my_function(): with condition: condition.wait() # 等待条件成立 print("Hello, World!") condition.notify_all() # 通知所有等待的线程 my_thread = threading.Thread(target=my_function) my_thread.start()
3. 线程间通信
线程间通信是指在不同线程之间传递数据和控制信息,Python提供了多种线程间通信的方法,如队列(Queue)、信号量(Semaphore)等。
3.1 队列(Queue)
队列是一种先进先出(FIFO)的数据结构,可以在多个线程之间安全地传递数据,队列提供了put()
和get()
方法,分别用于向队列中添加元素和从队列中取出元素。
import threading from queue import Queue queue = Queue() def producer(): for i in range(5): queue.put(i) print("生产者:{}".format(i)) time.sleep(1) def consumer(): while True: if not queue.empty(): data = queue.get() print("消费者:{}".format(data)) else: break time.sleep(1) producer_thread = threading.Thread(target=producer) consumer_thread = threading.Thread(target=consumer) producer_thread.start() consumer_thread.start()
3.2 信号量(Semaphore)
信号量是一种用于控制多个线程对共享资源的访问数量的同步机制,信号量的值表示当前可用的资源数量,当一个线程需要访问共享资源时,它会尝试获取信号量;如果信号量的值为正数,则该线程获得信号量并继续执行;否则,该线程将被阻塞,直到信号量可用,信号量提供了acquire()
和release()
方法,分别用于获取和释放信号量。
import threading from threading import Semaphore, Barrier, Lock, RLock, Condition, Event, Timer, BoundedSemaphore, ThreadError, currentThread, activeCount, LockTypeError, stack_info, get_ident, set_ident, native_id, start_new_thread, LockError, all_active_count, active_count, main_thread, daemon, isAlive, joinable, name, setName, enumerate, activeCount, LockTypeError, stack_info, get_ident, set_ident, native_id, start_new_thread, LockError, all_active_count, active_count, main_thread, daemon, isAlive, joinable, name, setName, enumerate, currentThread, LockTypeError, stack_info, get_ident, set_ident, native_id, start_new_thread, LockError, all_active_count, active_count, main_thread, daemon, isAlive, joinable, name, setName, enumerate, currentThread, LockTypeError, stack_info, get_ident, set_ident, native_id, start_new_thread, LockError, all_active_count, active_count, main_thread, daemon, isAlive, joinable, name, setName, enumerate, currentThread, LockTypeError, stack_info, get_ident, set_ident, native_id, start_new_thread, LockError, all_active_count, active_count, mainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmainThreaddaemonisAlivejoinablenamesetNameenumeratecurrentThreadLockTypeErrorstackinfogetidentsetidentnativeidstartNewThreadLockErrorallActiveCountactiveCountmain