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Created October 17, 2013 11:21
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Python thread-safe queue example
#!/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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