Beautiful Soup特点:它是一个工具箱,通过解析文档为用户提供需要抓取的数据
Beautiful Soup自动将输入文档转换为Unicode编码,输出文档转换为utf-8编码。
Beautiful Soup 的安装
安装 pip (如果需要): sudo easy_install pip
安装 Beautiful Soup: sudo pip install beautifulsoup
1.打开Chrome的调试栏,找到<div>的位置(父容器)
导包:
import sys
import json
import urllib2 as HttpUtils
import urllib as UrlUtils
from bs4 import BeautifulSoup
获取页面信息(分页):
def gethtml(page):
'获取指定页码的网页数据'
url = 'https://box.xxx.com/Project/List'
values = {
'category': '',
'rate': '',
'range': '',
'page': page
}
data = UrlUtils.urlencode(values)
# 使用 DebugLog
httphandler = HttpUtils.HTTPHandler(debuglevel=1)
httpshandler = HttpUtils.HTTPSHandler(debuglevel=1)
opener = HttpUtils.build_opener(httphandler, httpshandler)
HttpUtils.install_opener(opener)
request = HttpUtils.Request(url + '?' + data)
request.get_method = lambda: 'GET'
try:
response = HttpUtils.urlopen(request, timeout=10)
except HttpUtils.URLError, err:
if hasattr(err, 'code'):
print err.code
if hasattr(err, 'reason'):
print err.reason
return None
else:
print '====== Http request OK ======'
return response.read().decode('utf-8')
解析获取的数据
创建BeautifulSoup对象
soup = BeautifulSoup(html, 'html.parser')
获取待遍历的对象
# items 是一个 <listiterator object at 0x10a4b9950> 对象,不是一个list,但是可以循环遍历所有子节点。
items = soup.find(attrs={'class':'row'}).children
projectList = []
for item in items:
if item == '\n': continue
# 获取需要的数据
title = item.find(attrs={'class': 'title'}).string.strip()
projectId = item.find(attrs={'class': 'subtitle'}).string.strip()
projectType = item.find(attrs={'class': 'invest-item-subtitle'}).span.string
percent = item.find(attrs={'class': 'percent'})
state = 'Open'
if percent is None: # 融资已完成
percent = '100%'
state = 'Finished'
totalAmount = item.find(attrs={'class': 'project-info'}).span.string.strip()
investedAmount = totalAmount
else:
percent = percent.string.strip()
state = 'Open'
decimalList = item.find(attrs={'class': 'decimal-wrap'}).find_all(attrs={'class': 'decimal'})
totalAmount = decimalList[0].string
investedAmount = decimalList[1].string
investState = item.find(attrs={'class': 'invest-item-type'})
if investState != None:
state = investState.string
profitSpan = item.find(attrs={'class': 'invest-item-rate'}).find(attrs={'class': 'invest-item-profit'})
profit1 = profitSpan.next.strip()
profit2 = profitSpan.em.string.strip()
profit = profit1 + profit2
term = item.find(attrs={'class': 'invest-item-maturity'}).find(attrs={'class': 'invest-item-profit'}).string.strip()
project = {
'title': title,
'projectId': projectId,
'type': projectType,
'percent': percent,
'totalAmount': totalAmount,
'investedAmount': investedAmount,
'profit': profit,
'term': term,
'state': state
}
projectList.append(project)