我正在尝试并行下载文件列表,并使用[gevent][1]
我的代码稍微修改了建议的代码here
monkey.patch_all()
def download_xbrl_files(download_folder, yq, list_of_xbrl_urls):
def download_and_save_file(url, yr, qtr):
if url is not None:
full_url = "http://edgar.sec.gov" + url
if not os.path.exists(full_url):
try:
content = urllib2.urlopen(full_url).read()
filename = download_folder + "/" + str(y) + "/" + q + "/" + url.split('/')[-1]
print "Saving: ", filename
f_raw = open(filename, "w")
f = FileObject(f_raw, "w")
try:
f.write(content)
finally:
f.close()
return 'Done'
except:
print "Warning: can't save or access for item:", url
return None
else:
return 'Exists'
else:
return None
(y, q) = yq
if utls.has_elements(list_of_xbrl_urls):
filter_for_none = filter(lambda x: x is not None, list_of_xbrl_urls)
no_duplicates = list(set(filter_for_none))
download_files = [gevent.spawn(lambda x: download_and_save_file(x, y, q), x) for x in no_duplicates]
gevent.joinall(download_files)
return 'completed'
else:
return 'empty'
代码的作用是:
gevent.spawn
产生download_and_save_file
,其中:urllib2.urlopen(full_url).read()
FileObject
我的印象是download_and_save只能按顺序工作。此外,我的应用程序处于备用状态。我可以添加timeout
,但我想在我的代码中优雅地处理失败。
想知道我做错了什么 - 这是我第一次用python编写代码。
修改
以下是使用“Threads”
的代码版本def download_xbrl_files(download_folder, yq_and_url):
(yq, url) = yq_and_url
(yr, qtr) = yq
if url is not None and url is not '':
full_url = "http://edgar.sec.gov" + url
filename = download_folder + "/" + str(yr) + "/" + qtr + "/" + url.split('/')[-1]
if not os.path.exists(filename):
try:
content = urllib2.urlopen(full_url).read()
print "Saving: ", filename
f = open(filename, "wb")
try:
f.write(content)
print "Writing done: ", filename
finally:
f.close()
return 'Done'
except:
print "Warning: can't save or access for item:", url
return None
else:
print "Exists: ", filename
return 'Exists'
else:
return None
def download_filings(download_folder, yq_and_filings):
threads = [threading.Thread(target=download_xbrl_files, args=(download_folder, x,)) for x in yq_and_filings]
[thread.start() for thread in threads]
[thread.join() for thread in threads]
答案 0 :(得分:1)
我更深入地研究了这个问题,gevent.spawn()创建了greenlets而不是进程(所有greenlet都在一个OS线程中运行)。
尝试一下简单:
import gevent
from time import sleep
g = [gevent.spawn(sleep, 1) for x in range(100)]
gevent.joinall(g)
你会看到这个时间是100秒。这证明了上述观点。
您真的在寻找可以在线程模块中找到的多线程。 请查看以下问题:How to use threading in Python?。稍微如何。
--- ---更新
以下是如何执行此操作的简单示例:
threads = [threading.Thread(target=sleep, args=(1,)) for x in range(10)]
[thread.start() for thread in threads]
[thread.join() for thread in threads]