Created
October 17, 2013 11:21
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Python thread-safe queue example
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#!/usr/bin/env python | |
from Queue import Queue | |
from threading import Thread | |
from urllib2 import urlopen | |
from re import compile, MULTILINE | |
from time import time | |
class ThreadUrl(Thread): | |
"""Threaded website reader""" | |
def __init__(self, queue, out_queue): | |
Thread.__init__(self) | |
self.queue = queue | |
self.out_queue = out_queue | |
def run(self): | |
while True: | |
# Grabs host from queue | |
host = self.queue.get() | |
# Grabs urls of hosts and then grabs chunk of webpage | |
url = urlopen(host) | |
chunk = url.read() | |
print "Reading: %s" % host | |
# Place chunk into out queue | |
self.out_queue.put(chunk) | |
# Signals to queue job is done | |
self.queue.task_done() | |
class DatamineThread(Thread): | |
"""Threaded title parser""" | |
def __init__(self, out_queue): | |
Thread.__init__(self) | |
self.out_queue = out_queue | |
def run(self): | |
while True: | |
# Grabs chunk from queue | |
chunk = self.out_queue.get() | |
# Parse the chunk | |
title = compile('<title>(.*)</title>', MULTILINE).findall(chunk) | |
print title | |
# Signals to queue job is done | |
self.out_queue.task_done() | |
def main(): | |
# Spawn a pool of threads, and pass them queue instance | |
for i in range(5): | |
t = ThreadUrl(queue, out_queue) | |
t.daemon = True | |
t.start() | |
# Populate queue with data | |
for host in hosts: | |
queue.put(host) | |
for i in range(5): | |
dt = DatamineThread(out_queue) | |
dt.daemon = True | |
dt.start() | |
# Wait on the queue until everything has been processed | |
queue.join() | |
out_queue.join() | |
if __name__ == '__main__': | |
hosts = ["http://yahoo.com", "http://google.com", "http://amazon.com", | |
"http://ibm.com", "http://apple.com"] | |
queue = Queue() | |
out_queue = Queue() | |
start = time() | |
main() | |
print "Elapsed Time: %s" % (time() - start) |
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