Created
February 23, 2012 22:22
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Use multiprocess to download objects from S3
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""" | |
""" | |
import multiprocessing | |
import boto | |
import os | |
import sys | |
import datetime | |
import logging | |
import Queue | |
class Downloader(object): | |
def __init__(self, download_path, bucket_name, num_processes=2, | |
log_file=None, log_level=logging.INFO): | |
self.download_path = download_path | |
self.bucket_name = bucket_name | |
self.num_processes = num_processes | |
if log_file: | |
boto.set_file_logger('boto-downloader', log_file, log_level) | |
else: | |
boto.set_stream_logger('boto-downloader', log_level) | |
self.task_queue = multiprocessing.JoinableQueue() | |
self.s3 = boto.connect_s3() | |
self.bucket = self.s3.lookup(self.bucket_name) | |
self.n_tasks = 0 | |
def queue_tasks(self): | |
for key in self.bucket: | |
self.task_queue.put(key.name) | |
self.n_tasks += 1 | |
def worker(self, input): | |
print 'Starting worker' | |
while 1: | |
try: | |
key_name = input.get(True, 1) | |
except Queue.Empty: | |
p_name = multiprocessing.current_process().name | |
boto.log.info('%s has no more tasks' % p_name) | |
break | |
key = self.bucket.lookup(key_name) | |
path = os.path.join(self.download_path, key_name) | |
try: | |
key.get_contents_to_filename(path) | |
input.task_done() | |
except: | |
boto.log.error('Unexpected error: %s', sys.exc_info()[0]) | |
boto.log.error('Error processing %s' % path) | |
def main(self): | |
self.queue_tasks() | |
self.start_time = datetime.datetime.now() | |
for i in range(self.num_processes): | |
multiprocessing.Process(target=self.worker, | |
args=(self.task_queue,)).start() | |
self.task_queue.join() | |
self.task_queue.close() | |
self.end_time = datetime.datetime.now() | |
print 'total time = ', (self.end_time - self.start_time) |
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