我试图利用雅虎财经的多线程技术将库存数据存储到SQL中。但是,我收到以下错误:
*Exception in thread Thread-3091:
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/threading.py", line 810, in __bootstrap_inner
self.run()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/threading.py", line 763, in run
self.__target(*self.__args, **self.__kwargs)
File "todatabase.py", line 19, in th
htmltext = urllib.urlopen(base).read()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/urllib.py", line 87, in urlopen
return opener.open(url)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/urllib.py", line 213, in open
return getattr(self, name)(url)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/urllib.py", line 350, in open_http
h.endheaders(data)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/httplib.py", line 1049, in endheaders
self._send_output(message_body)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/httplib.py", line 893, in _send_output
self.send(msg)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/httplib.py", line 855, in send
self.connect()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/httplib.py", line 832, in connect
self.timeout, self.source_address)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/socket.py", line 557, in create_connection
for res in getaddrinfo(host, port, 0, SOCK_STREAM):
IOError: [Errno socket error] [Errno 8] nodename nor servname provided, or not known*
这是我的代码:
from threading import Thread
import sqlite3
import urllib
import re
conn = sqlite3.connect('stock.sqlite')
cur = conn.cursor()
cur.execute('''CREATE TABLE IF NOT EXISTS Stock
(symbol TEXT UNIQUE PRIMARY KEY, price NUMERIC) ''')
dic = {}
def th(ur):
base = "http://finance.yahoo.com/q?s=" + ur
regex = '<span id="yfs_l84_[^.]*">(.+?)</span>'
pattern = re.compile(regex)
htmltext = urllib.urlopen(base).read()
results = re.findall(pattern, htmltext)
try:
dic[ur] = results[0]
except:
print 'got a error!'
symbolslist = open("symbols.txt").read()
symbolslist = symbolslist.split("\n")
threadlist = []
for u in symbolslist:
t = Thread(target = th, args = (u,))
t.start()
threadlist.append(t)
for b in threadlist:
b.join()
for key, value in dic.items():
print key, value
cur.execute('INSERT INTO Stock(symbol,price) VALUES (?,?)',(key,value))
conn.commit()
cur.close()
我认为这个错误可能出在多线程部分,因为我可以在不使用多线程的情况下获得数据,但速度很慢。
对于多线程和这个错误,我最终只得到200+(符号,价格)而不是3145.
我尝试更改DNS和IP,但没有解决它。
答案 0 :(得分:0)
我记得我曾遇到过多线程和大量插座打开的问题。另外一把锁解决了我的问题。但是,我并没有试图找到实际问题。 urllib doc没有提及线程安全性。你可以尝试这样的事情:
global_lock = threading.Lock()
...
def th(ur):
...
with global_lock:
fd = urllib.urlopen(base)
with fd:
htmltext = fd.read()
修改强>
您也可以使用像(例如)龙卷风或asyncio这样的库来使用单线程(async IO)代码。
顺便说一句,通过在每个线程中使用sqlite连接,您可以在相应的线程中检索它后立即存储已删除的数据。
答案 1 :(得分:0)
我也遇到了这个错误。我只是为每个线程添加一些休眠时间,问题得到解决。我用time.sleep(0.1)。