python多线程与多进程异步事件框架

多线程简单实现

#!/usr/bin/env python
# -*- coding: UTF-8 -*- import logging
import queue
import threading
from concurrent.futures import ThreadPoolExecutor # 任务:事件
def func_a(a, b):
return a + b
def func_b(a, b):
return a * b
def func_c(a, b, c):
return a * b - c
# 回调函数
def handle_result1(result):
print(type(result), result)
def handle_result2(result):
print(type(result), result)
def handle_result3(result):
print(type(result), result) class EventEngine(object):
# 初始化事件事件驱动引擎
def __init__(self):
# 保存事件列表:异步任务队列
self.__eventQueue = queue.Queue()
# 引擎开关
self.__active = False
# 事件处理字典{'event1': [handler1,handler2] , 'event2':[handler3, ...,handler4]}
self.__handlers = {}
# 事件引擎主进程
self.__Thread = threading.Thread(target=self.task_queue_consumer)
# 事件处理线程池
self.__thread_pool = ThreadPoolExecutor(max_workers=5)
# 线程处理存储
self.__thread_Pool = [] #注册事件
def register(self,event, callback, *args, **kwargs):
Event = {
'function': event,
'callback': callback,
'args': args,
'kwargs': kwargs
}
self.__handlers[event] = Event #注销事件
def unregister(self,event):
if(self.__handlers[event]):
del self.__handlers[event] #提交事件
def sendevent(self,event):
if ( event in self.__handlers.keys()):
self.__eventQueue.put(self.__handlers[event]) # 开启事件引擎
def start(self):
self.__active = True
self.__Thread.start() # 暂停事件引擎
def stop(self):
self.__active = False # 暂停后开始
def restart(self):
self.__active = True # 关闭事件引擎
def close(self):
pass # 开启事件循环
def task_queue_consumer(self):
"""
异步任务队列
"""
while(1):
while self.__active:
if (self.__eventQueue.empty() == False):
try:
task = self.__eventQueue.get()
function = task.get('function')
callback = task.get('callback')
args = task.get('args')
kwargs = task.get('kwargs')
try:
if callback:
thread = self.__thread_pool.submit(callback,function(*args, **kwargs))
self.__thread_Pool.append(thread)
# callback(function(*args, **kwargs))
except Exception as ex:
if callback:
callback(ex)
finally:
self.__eventQueue.task_done()
except Exception as ex:
logging.warning(ex) if __name__ == '__main__':
import time
#初始化多线程异步框架
Engine = EventEngine()
#启动
Engine.start()
#注册回调函数
Engine.register(func_a, handle_result1, 1, 2)
Engine.register(func_b, handle_result2, 1, 2)
Engine.register(func_c, handle_result3, 1, 2, 3)
#提交事件
Engine.sendevent(func_a)
Engine.sendevent(func_b)
Engine.sendevent(func_c)
time.sleep(2)
Engine.stop()
Engine.restart()
Engine.sendevent(func_b)
Engine.sendevent(func_c)
# for i in range(100):
# Engine.sendevent(func_a)

多进程实现

python多线程与多进程异步事件框架

from multiprocessing import Process, Queue

class EventEngine(object):
# 初始化事件事件驱动引擎
def __init__(self):
#保存事件列表
self.__eventQueue = Queue()
#引擎开关
self.__active = False
#事件处理字典{'event1': [handler1,handler2] , 'event2':[handler3, ...,handler4]}
self.__handlers = {}
#保存事件处理进程池
self.__processPool = []
#事件引擎主进程
self.__mainProcess = Process(target=self.__run) #执行事件循环
def __run(self):
while self.__active:
#事件队列非空
if not self.__eventQueue.empty():
#获取队列中的事件 超时1秒
event = self.__eventQueue.get(block=True ,timeout=1)
#执行事件
self.__process(event)
else:
# print('无任何事件')
pass #执行事件
def __process(self, event):
if event.type in self.__handlers:
for handler in self.__handlers[event.type]:
#开一个进程去异步处理
p = Process(target=handler, args=(event, ))
#保存到进程池
self.__processPool.append(p)
p.start() #开启事件引擎
def start(self):
self.__active = True
self.__mainProcess.start() #暂停事件引擎
def stop(self):
"""停止"""
# 将事件管理器设为停止
self.__active = False
# 等待事件处理进程退出
for p in self.__processPool:
p.join()
self.__mainProcess.join() #终止事件引擎
def terminate(self):
self.__active = False
#终止所有事件处理进程
for p in self.__processPool:
p.terminate()
self.__mainProcess.join() #注册事件
def register(self, type, handler):
"""注册事件处理函数监听"""
# 尝试获取该事件类型对应的处理函数列表,若无则创建
try:
handlerList = self.__handlers[type]
except KeyError:
handlerList = []
self.__handlers[type] = handlerList # 若要注册的处理器不在该事件的处理器列表中,则注册该事件
if handler not in handlerList:
handlerList.append(handler) def unregister(self, type, handler):
"""注销事件处理函数监听"""
# 尝试获取该事件类型对应的处理函数列表,若无则忽略该次注销请求
try:
handlerList = self.__handlers[type] # 如果该函数存在于列表中,则移除
if handler in handlerList:
handlerList.remove(handler) # 如果函数列表为空,则从引擎中移除该事件类型
if not handlerList:
del self.__handlers[type]
except KeyError:
pass def sendEvent(self, event):
#发送事件 像队列里存入事件
self.__eventQueue.put(event) class Event(object):
#事件对象
def __init__(self, type =None):
self.type = type
self.dict = {} #测试
if __name__ == '__main__':
import time
EVENT_ARTICAL = "Event_Artical" # 事件源 公众号
class PublicAccounts:
def __init__(self, eventManager):
self.__eventManager = eventManager def writeNewArtical(self):
# 事件对象,写了新文章
event = Event(EVENT_ARTICAL)
event.dict["artical"] = u'如何写出更优雅的代码\n'
# 发送事件
self.__eventManager.sendEvent(event)
print(u'公众号发送新文章\n') # 监听器 订阅者
class ListenerTypeOne:
def __init__(self, username):
self.__username = username # 监听器的处理函数 读文章
def ReadArtical(self, event):
print(u'%s 收到新文章' % self.__username)
print(u'%s 正在阅读新文章内容:%s' % (self.__username, event.dict["artical"])) class ListenerTypeTwo:
def __init__(self, username):
self.__username = username # 监听器的处理函数 读文章
def ReadArtical(self, event):
print(u'%s 收到新文章 睡3秒再看' % self.__username)
time.sleep(3)
print(u'%s 正在阅读新文章内容:%s' % (self.__username, event.dict["artical"])) def test():
listner1 = ListenerTypeOne("thinkroom") # 订阅者1
listner2 = ListenerTypeTwo("steve") # 订阅者2 ee = EventEngine() # 绑定事件和监听器响应函数(新文章)
ee.register(EVENT_ARTICAL, listner1.ReadArtical)
ee.register(EVENT_ARTICAL, listner2.ReadArtical)
for i in range(0, 20):
listner3 = ListenerTypeOne("Jimmy") # 订阅者X
ee.register(EVENT_ARTICAL, listner3.ReadArtical) ee.start() #发送事件
publicAcc = PublicAccounts(ee)
publicAcc.writeNewArtical() test()

多进程程序来源:http://blog.sina.com.cn/s/blog_13bb711fd0102x5nd.html

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