20191105 2019-2020《Python程序设计》实验四 实验报告
课程:《Python 程序设计》
班级: 1911
姓名: 龙飞宇
学号: 20191105
实验教师:王志强
实验日期:2020年6月14日
必修/选修: 公选课
1. 实验内容
爬下豆瓣读书标签下的所有图书,按评分排名依次存储。
2. 实验过程及结果
# -*- coding: UTF-8 -*-
import sys
import time
import urllib
import urllib2
import requests
import numpy as np
from bs4 import BeautifulSoup
from openpyxl import Workbook
reload(sys)
sys.setdefaultencoding('utf8')
# Some User Agents
hds = [{'User-Agent': 'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6'}, \
{
'User-Agent': 'Mozilla/5.0 (Windows NT 6.2) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.12 Safari/535.11'}, \
{'User-Agent': 'Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.2; Trident/6.0)'}]
def book_spider(book_tag):
page_num = 0;
book_list = []
try_times = 0
while (1):
# url='http://www.douban.com/tag/%E5%B0%8F%E8%AF%B4/book?start=0' # For Test
url = 'http://www.douban.com/tag/' + urllib.quote(book_tag) + '/book?start=' + str(page_num * 15)
time.sleep(np.random.rand() * 5)
# Last Version
try:
req = urllib2.Request(url, headers=hds[page_num % len(hds)])
source_code = urllib2.urlopen(req).read()
plain_text = str(source_code)
except (urllib2.HTTPError, urllib2.URLError), e:
print
e
continue
##Previous Version, IP is easy to be Forbidden
# source_code = requests.get(url)
# plain_text = source_code.text
soup = BeautifulSoup(plain_text)
list_soup = soup.find('div', {'class': 'mod book-list'})
try_times += 1;
if list_soup == None and try_times < 200:
continue
elif list_soup == None or len(list_soup) <= 1:
break # Break when no informatoin got after 200 times requesting
for book_info in list_soup.findAll('dd'):
title = book_info.find('a', {'class': 'title'}).string.strip()
desc = book_info.find('div', {'class': 'desc'}).string.strip()
desc_list = desc.split('/')
book_url = book_info.find('a', {'class': 'title'}).get('href')
try:
author_info = '作者/译者: ' + '/'.join(desc_list[0:-3])
except:
author_info = '作者/译者: 暂无'
try:
pub_info = '出版信息: ' + '/'.join(desc_list[-3:])
except:
pub_info = '出版信息: 暂无'
try:
rating = book_info.find('span', {'class': 'rating_nums'}).string.strip()
except:
rating = '0.0'
try:
# people_num = book_info.findAll('span')[2].string.strip()
people_num = get_people_num(book_url)
people_num = people_num.strip('人评价')
except:
people_num = '0'
book_list.append([title, rating, people_num, author_info, pub_info])
try_times = 0 # set 0 when got valid information
page_num += 1
print
'Downloading Information From Page %d' % page_num
return book_list
def get_people_num(url):
# url='http://book.douban.com/subject/6082808/?from=tag_all' # For Test
try:
req = urllib2.Request(url, headers=hds[np.random.randint(0, len(hds))])
source_code = urllib2.urlopen(req).read()
plain_text = str(source_code)
except (urllib2.HTTPError, urllib2.URLError), e:
print
e
soup = BeautifulSoup(plain_text)
people_num = soup.find('div', {'class': 'rating_sum'}).findAll('span')[1].string.strip()
return people_num
def do_spider(book_tag_lists):
book_lists = []
for book_tag in book_tag_lists:
book_list = book_spider(book_tag)
book_list = sorted(book_list, key=lambda x: x[1], reverse=True)
book_lists.append(book_list)
return book_lists
def print_book_lists_excel(book_lists, book_tag_lists):
wb = Workbook(optimized_write=True)
ws = []
for i in range(len(book_tag_lists)):
ws.append(wb.create_sheet(title=book_tag_lists[i].decode())) # utf8->unicode
for i in range(len(book_tag_lists)):
ws[i].append(['序号', '书名', '评分', '评价人数', '作者', '出版社'])
count = 1
for bl in book_lists[i]:
ws[i].append([count, bl[0], float(bl[1]), int(bl[2]), bl[3], bl[4]])
count += 1
save_path = 'book_list'
for i in range(len(book_tag_lists)):