爬取豆瓣Top250圖書【Beautiful】
阿新 • • 發佈:2019-01-23
由於我有一個喜歡看書的室友,最近比較鬧書荒,我想著爬取一下豆瓣評分Top250的圖書,看看他有沒有想看的,我是本著學習的態度加雙贏的結果(並不是為了裝那啥。。。
爬取目標
+ 爬取豆瓣評分Top250的圖書
+ 獲取每本圖書的詳細資訊
+ 把爬取結果存入Excel中
0、爬取效果
1、分析URL
爬取的目標url為,https://book.douban.com/top250?start=0,這也是一個多頁的爬取,url的規則為,start=0,25,分別為第一頁,第二頁,分別對應著每頁的25本圖書
需要爬取的整體內容
這次採用的是BeautifuSoup
def getBooks(self):
pageCode = self.getPage()
bsObj = BeautifulSoup(pageCode, 'lxml')
for book in bsObj.findAll("td", {"valign": "top"}):
if book.find('div',{'class':re.compile(r'pl[2]{1}')})==None:
continue
bookUrl = book.a['href' ].strip() #圖書詳細資訊的連結
title = '《' + book.a['title'].strip() + '》' #圖書標題
detail = book.find('p',{'class':'pl'}).get_text().split('/') #圖書相關細節
author = detail[0].strip() #圖書作者
if len(detail)==5:
translator = detail[1 ].strip() #圖書譯者
press = detail[2].strip() #出版社
date = detail[3].strip() #出版日期
price = detail[4].strip() #圖書價格
else:
translator = ''
press = detail[1].strip()
date = detail[2].strip()
price = detail[3].strip()
score = book.find('span',{'class':'rating_nums'}).get_text().strip() #圖書評分
scoreNum = book.find('span',{'class':'pl'}).get_text().strip('(').strip(')').strip() #圖書評價人數
quote = book.find('span',{'class':'inq'}).get_text() #簡述
self.book_list.append([title,author,translator,quote,press,date,price,score,scoreNum,bookUrl])
2、爬取內容存入到EXCEl
import xlwt
def load(self,datalist):
file = xlwt.Workbook()
sheet = file.add_sheet('豆瓣圖書Top250',cell_overwrite_ok=True)
col = (u'圖書名字',u'作者',u'譯者',u'引述',u'出版社',u'發行日期',u'價格',u'評分',u'評價標準',u'圖書詳細連結')
for i in range(0,10):
sheet.write(0,i,col[i]) #列名
for i in range(0,250):
data = datalist[i]
for j in range(0,10):
sheet.write(i+1,j,data[j]) #資料
file.save('豆瓣圖書Top250.xls')
3、整體程式碼
# coding:utf-8
"""
https://book.douban.com/top250?start=0
爬取豆瓣圖書評分最高的前250本,
第一頁:start=0,第二頁:start=25......
"""
from urllib.request import urlopen
from urllib.request import Request
from urllib.error import URLError
from bs4 import BeautifulSoup
import re
import xlwt
class DoubanBook:
def __init__(self, pageIndex):
self.pageIndex = 0
self.user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) ' \
'AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
self.headers = {'User-Agent': self.user_agent}
self.book_list = []
def getPage(self):
try:
url = 'https://book.douban.com/top250?' + str(self.pageIndex)
request = Request(url, headers=self.headers)
response = urlopen(request)
page = response.read().decode('utf-8')
return page
except URLError as e:
if hasattr(e, 'reason'):
print("爬取失敗,失敗原因:", e.reason)
def getBooks(self):
pageCode = self.getPage()
bsObj = BeautifulSoup(pageCode, 'lxml')
for book in bsObj.findAll("td", {"valign": "top"}):
if book.find('div',{'class':re.compile(r'pl[2]{1}')})==None:
continue
bookUrl = book.a['href'].strip()
title = book.a['title'].strip()
detail = book.find('p',{'class':'pl'}).get_text().split('/')
author = detail[0].strip()
if len(detail)==5:
translator = detail[1].strip()
press = detail[2].strip()
date = detail[3].strip()
price = detail[4].strip()
else:
translator = ''
press = detail[1].strip()
date = detail[2].strip()
price = detail[3].strip()
score = book.find('span',{'class':'rating_nums'}).get_text().strip()
scoreNum = book.find('span',{'class':'pl'}).get_text().strip('(').strip(')').strip()
quote = book.find('span',{'class':'inq'}).get_text()
self.book_list.append([title,author,quote,press,date,price,score,scoreNum,bookUrl])
def load(self,datalist):
file = xlwt.Workbook()
sheet = file.add_sheet('豆瓣圖書Top250',cell_overwrite_ok=True)
col = (u'圖書名字',u'作者',u'引述',u'出版社',u'發行日期',u'價格',u'評分',u'評價標準',u'圖書詳細連結')
for i in range(0,9):
sheet.write(0,i,col[i]) #列名
for i in range(0,250):
data = datalist[i]
for j in range(0,9):
sheet.write(i+1,j,data[j]) #資料
file.save('豆瓣圖書Top250.xls')
def start(self):
print('現開始抓取豆瓣圖書Top250的資料:')
while self.pageIndex<=225:
print('現抓取第%d頁'% (self.pageIndex/25+1))
self.getBooks()
self.pageIndex+=25
print("抓取完成")
self.load(self.book_list)
book = DoubanBook(0)
book.start()