我正在编写一个简单的脚本，它会执行以下操作：
- 加载一个大量的URL列表
- 使用requests' async模块并发进行HTTP请求来获取每个URL的内容
- 使用lxml解析页面内容以检查页面上是否存在链接
- 如果页面上存在该链接，则将页面的一些信息保存到ZODB数据库中
Exception KeyError: KeyError(45989520,) in <module 'threading' from '/usr/lib/python2.7/threading.pyc'> ignored
当我尝试检查大约24000个URL时，到列表末尾时（还剩下大约400个URL需要检查），会出现以下错误：
Traceback (most recent call last):
File "check.py", line 95, in <module>
File "/home/alex/code/.virtualenvs/linka/local/lib/python2.7/site-packages/requests/async.py", line 83, in map
File "/home/alex/code/.virtualenvs/linka/local/lib/python2.7/site-packages/gevent-1.0b2-py2.7-linux-x86_64.egg/gevent/greenlet.py", line 405, in joinall
ImportError: No module named queue
Exception KeyError: KeyError(45989520,) in <module 'threading' from '/usr/lib/python2.7/threading.pyc'> ignored
我尝试了可在pypi上获得的gevent版本，以及从gevent repository下载并安装最新版本（1.0b2）。
我不明白为什么会发生这种情况，而且只有在检查一堆URL时才会发生。有什么建议吗？
以下是整个脚本：
from requests import async, defaults
from lxml import html
from urlparse import urlsplit
from gevent import monkey
from BeautifulSoup import UnicodeDammit
from ZODB.FileStorage import FileStorage
from ZODB.DB import DB
import transaction
import persistent
import random
storage = FileStorage('Data.fs')
db = DB(storage)
connection = db.open()
root = connection.root()
monkey.patch_all()
defaults.defaults['base_headers']['User-Agent'] = "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko/20100101 Firefox/11.0"
defaults.defaults['max_retries'] = 10
def save_data(source, target, anchor):
root[source] = persistent.mapping.PersistentMapping(dict(target=target, anchor=anchor))
transaction.commit()
def decode_html(html_string):
converted = UnicodeDammit(html_string, isHTML=True)
if not converted.unicode:
raise UnicodeDecodeError(
"Failed to detect encoding, tried [%s]",
', '.join(converted.triedEncodings))
# print converted.originalEncoding
return converted.unicode
def find_link(html_doc, url):
decoded = decode_html(html_doc)
doc = html.document_fromstring(decoded.encode('utf-8'))
for element, attribute, link, pos in doc.iterlinks():
if attribute == "href" and link.startswith('http'):
netloc = urlsplit(link).netloc
if "example.org" in netloc:
return (url, link, element.text_content().strip())
else:
return False
def check(response):
if response.status_code == 200:
html_doc = response.content
result = find_link(html_doc, response.url)
if result:
source, target, anchor = result
# print "Source: %s" % source
# print "Target: %s" % target
# print "Anchor: %s" % anchor
# print
save_data(source, target, anchor)
global todo
todo = todo -1
print todo
def load_urls(fname):
with open(fname) as fh:
urls = set([url.strip() for url in fh.readlines()])
urls = list(urls)
random.shuffle(urls)
return urls
if __name__ == "__main__":
urls = load_urls('urls.txt')
rs = []
todo = len(urls)
print "Ready to analyze %s pages" % len(urls)
for url in urls:
rs.append(async.get(url, hooks=dict(response=check), timeout=10.0))
responses = async.map(rs, size=100)
print "DONE."