Python网络爬虫的文件存储问题
我使用网络爬虫进行屏幕抓取数据并将结果(来自 Twitter 页面的推文)存储为我正在抓取的每个用户的单独 html 文件。我打算稍后解析html文件并将数据存储到数据库中进行分析。但是,我遇到了一个奇怪的问题。
当我运行以下程序时 - 来自整个爬虫的一个小片段 - 我能够为每个关注者获取单独的 html 文件:
import re
import urllib2
import twitter
start_follower = "NYTimesKrugman"
depth = 3
searched = set()
api = twitter.Api()
def crawl(follower, in_depth):
if in_depth > 0:
searched.add(follower)
directory = "C:\\Python28\\Followertest1\\" + follower + ".html"
output = open(directory, 'a')
output.write(follower)
output.write('\n\n')
users = api.GetFriends(follower)
names = set([str(u.screen_name) for u in users])
names -= searched
for name in list(names)[0:5]:
crawl(name, in_depth-1)
crawl(start_follower, depth)
for x in searched:
print x
print "Program is completed."
但是,当我运行完整的爬虫时,我不会为每个关注者获取单独的文件:
import twitter
import urllib
from BeautifulSoup import BeautifulSoup
import re
import time
start_follower = "NYTimeskrugman"
depth = 2
searched = set()
api = twitter.Api()
def add_to_U(user):
U.append(user)
def site(follower): #creates a twitter site url in string format based on the follower username
followersite = "http://mobile.twitter.com/" + follower
return followersite
def getPage(follower): #obtains access to a webapge
url = site(follower)
response = urllib.urlopen(url)
return response
def getSoup(response): #creates the parsing module
html = response.read()
soup = BeautifulSoup(html)
return soup
def gettweets(soup, output):
tags = soup.findAll('div', {'class' : "list-tweet"})#to obtain tweet of a follower
for tag in tags:
a = tag.renderContents()
b = str (a)
output.write(b)
output.write('\n\n')
def are_more_tweets(soup):#to check whether there is more than one page on mobile twitter
links = soup.findAll('a', {'href': True}, {id: 'more_link'})
for link in links:
b = link.renderContents()
test_b = str(b)
if test_b.find('more') != -1:
return True
return False
def getnewlink(soup): #to get the link to go to the next page of tweets on twitter
links = soup.findAll('a', {'href': True}, {id : 'more_link'})
for link in links:
b = link.renderContents()
if str(b) == 'more':
c = link['href']
d = 'http://mobile.twitter.com' +c
return d
def crawl(follower, in_depth): #main method of sorts
if in_depth > 0:
searched.add(follower)
directory = "C:\\Python28\\Followertest2\\" + follower + ".html"
output = open(directory, 'a')
output.write(follower)
output.write('\n\n')
a = getPage(follower)
soup = getSoup(a)
gettweets(soup, output)
tweets = are_more_tweets(soup)
while(tweets):
b = getnewlink(soup)
red = urllib.urlopen(b)
html = red.read()
soup = BeautifulSoup(html)
gettweets(soup, output)
tweets = are_more_tweets(soup)
users = api.GetFriends(follower)
names = set([str(u.screen_name) for u in users])
names -= searched
for name in list(names)[0:5]:
print name
crawl(name, in_depth - 1)
crawl(start_follower, depth)
print("Program done. Look at output file.")
更具体地说,我似乎为前五个关注者获得了一个单独的 html 文件,然后似乎没有创建新文件。任何帮助将不胜感激!
I am screen scraping data using a web crawler and storing the results - (tweets from a twitter page) as separate html files for each user I'm crawling. I intend to later parse the html files and store the data into a database for analysis. However, I am having a bizarre problem.
When I run the following program - a small snippet from the overall crawler - I am able to get a separate html file for each follower:
import re
import urllib2
import twitter
start_follower = "NYTimesKrugman"
depth = 3
searched = set()
api = twitter.Api()
def crawl(follower, in_depth):
if in_depth > 0:
searched.add(follower)
directory = "C:\\Python28\\Followertest1\\" + follower + ".html"
output = open(directory, 'a')
output.write(follower)
output.write('\n\n')
users = api.GetFriends(follower)
names = set([str(u.screen_name) for u in users])
names -= searched
for name in list(names)[0:5]:
crawl(name, in_depth-1)
crawl(start_follower, depth)
for x in searched:
print x
print "Program is completed."
However, when I run the full crawler, I do not get a separate file for each follower:
import twitter
import urllib
from BeautifulSoup import BeautifulSoup
import re
import time
start_follower = "NYTimeskrugman"
depth = 2
searched = set()
api = twitter.Api()
def add_to_U(user):
U.append(user)
def site(follower): #creates a twitter site url in string format based on the follower username
followersite = "http://mobile.twitter.com/" + follower
return followersite
def getPage(follower): #obtains access to a webapge
url = site(follower)
response = urllib.urlopen(url)
return response
def getSoup(response): #creates the parsing module
html = response.read()
soup = BeautifulSoup(html)
return soup
def gettweets(soup, output):
tags = soup.findAll('div', {'class' : "list-tweet"})#to obtain tweet of a follower
for tag in tags:
a = tag.renderContents()
b = str (a)
output.write(b)
output.write('\n\n')
def are_more_tweets(soup):#to check whether there is more than one page on mobile twitter
links = soup.findAll('a', {'href': True}, {id: 'more_link'})
for link in links:
b = link.renderContents()
test_b = str(b)
if test_b.find('more') != -1:
return True
return False
def getnewlink(soup): #to get the link to go to the next page of tweets on twitter
links = soup.findAll('a', {'href': True}, {id : 'more_link'})
for link in links:
b = link.renderContents()
if str(b) == 'more':
c = link['href']
d = 'http://mobile.twitter.com' +c
return d
def crawl(follower, in_depth): #main method of sorts
if in_depth > 0:
searched.add(follower)
directory = "C:\\Python28\\Followertest2\\" + follower + ".html"
output = open(directory, 'a')
output.write(follower)
output.write('\n\n')
a = getPage(follower)
soup = getSoup(a)
gettweets(soup, output)
tweets = are_more_tweets(soup)
while(tweets):
b = getnewlink(soup)
red = urllib.urlopen(b)
html = red.read()
soup = BeautifulSoup(html)
gettweets(soup, output)
tweets = are_more_tweets(soup)
users = api.GetFriends(follower)
names = set([str(u.screen_name) for u in users])
names -= searched
for name in list(names)[0:5]:
print name
crawl(name, in_depth - 1)
crawl(start_follower, depth)
print("Program done. Look at output file.")
More specifically, I seem to get a separate html file for about the first five followers and then no new files appear to be created. Any help would be appreciated!
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代码片段和完整代码之间的
深度
值不同(您只会在完整代码中获得一级递归)。另外,您只能从关注者列表中获取前五个名字:for name in list(names)[0:5]:
因此,您总共得到了六个人:起始关注者和他们的前五个朋友。The
depth
value is different between the snippet and the full code (you're only going to get one level of recursion in the full code). Also, you only grab the first five names from the followers list:for name in list(names)[0:5]:
So you get six people total: the starting follower and their first five friends.