Python中线程和函数的区别--实例演示

本文通过实例对比了Python中使用线程和不使用线程检查IP可达性的区别。线程方式在检查多个IP时显著提高了效率,减少了约10倍的执行时间。在大量数据处理场景下,线程的并行处理优势更为突出。

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假设我们要检查本地网络中哪些IP地址是可达的哪些是不可达的,我们可以用循环来实现,也可以用线程来实现。

不用线程的实现方式:

#!/usr/bin/python
import os, re, threading, commands, time
status = ["no respones","alive, but 50% package loss","alive","shouldn't occur"]
received_packages = re.compile(r"(\d) received")

for suffix in range(20,29):
    ip = "10.170.9."+str(suffix)
    ping_out = os.popen("ping -c 2 " + ip ,"r")
    while True:
        line = ping_out.read()
        if not line:
            break
        n_received = re.findall(received_packages, line)
        if n_received:
            print "Status from ", ip, " is ", status[int( n_received[0])],time.ctime(time.time())


执行结果:

Status from 10.170.9.20 is alive Fri Apr 17 13:57:03 2015
Status from 10.170.9.21 is no respones Fri Apr 17 13:57:06 2015
Status from 10.170.9.22 is no respones Fri Apr 17 13:57:09 2015
Status from 10.170.9.23 is no respones Fri Apr 17 13:57:12 2015
Status from 10.170.9.24 is no respones Fri Apr 17 13:57:15 2015
Status from 10.170.9.25 is alive Fri Apr 17 13:57:16 2015
Status from 10.170.9.26 is alive Fri Apr 17 13:57:17 2015
Status from 10.170.9.27 is alive Fri Apr 17 13:57:18 2015
Status from 10.170.9.28 is no respones Fri Apr 17 13:57:22 2015

用线程的实现方式:

#!/usr/bin/python
import os, re, threading, commands, time
class ip_check(threading.Thread):
    def __init__(self, ip):
        threading.Thread.__init__(self)
        self.ip = ip
        self.__successful_pings = -1
    def run(self):
        ping_out = os.popen("ping -c 2 " + self.ip ,"r")
        while True:
            line = ping_out.read()
            if not line:
                break
            n_received = re.findall(received_packages, line)
            if n_received:
                self.__successful_pings = int( n_received[0])
    def status(self):
        if self.__successful_pings == 0:
            return "no respones"
        elif self.__successful_pings == 1:
            return "alive, but 50% package loss"
        elif self.__successful_pings == 2:
            return "alive"
        else:
            return "shouldn't occur"
received_packages = re.compile(r"(\d) received")
check_results = []
for suffix in range(20,29):
    ip = "10.170.9."+str(suffix)
    current = ip_check(ip)
    check_results.append(current)
    current.start()
for el in check_results:
    el.join()
    print "Status from ", el.ip, " is ", el.status(),time.ctime(time.time())
执行结果:

Status from 10.170.9.20 is alive Fri Apr 17 13:57:39 2015
Status from 10.170.9.21 is no respones Fri Apr 17 13:57:41 2015
Status from 10.170.9.22 is no respones Fri Apr 17 13:57:41 2015
Status from 10.170.9.23 is no respones Fri Apr 17 13:57:41 2015
Status from 10.170.9.24 is no respones Fri Apr 17 13:57:41 2015
Status from 10.170.9.25 is alive Fri Apr 17 13:57:41 2015
Status from 10.170.9.26 is alive Fri Apr 17 13:57:41 2015
Status from 10.170.9.27 is alive Fri Apr 17 13:57:41 2015
Status from 10.170.9.28 is no respones Fri Apr 17 13:57:41 2015

无线程和有线程的结果分析:

有线程的耗时是: 2秒

无线程的耗时是:19秒

线程的方式明显比无线程的快将近10倍。如果在要处理的数据量更大的情况下,线程的处理方式的优势更明显。


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