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Python实现爬虫抓取与读写、追加到excel文件操作示例

作者:masterbu  发布时间:2023-11-10 09:08:34 

标签:Python,爬虫,excel

本文实例讲述了Python实现爬虫抓取与读写、追加到excel文件操作。分享给大家供大家参考,具体如下:

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安装 读写excel 依赖 pip install xlwt
安装 追加excel文件内容 依赖 pip install xlutils
安装 lxml

Python示例:


import csv
import requests
from lxml import etree
import time
import xlwt
import os
from xlutils.copy import copy
import xlrd
data_infos_list = []
headers = {
 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 '
        '(KHTML, like Gecko) Chrome/64.0.3282.140 Safari/537.36'}
# f = open('C:\\Users\\Administrator\\Desktop\\qiubaibook.csv', 'a+', newline='', encoding='utf-8')
# writer = csv.writer(f)
# writer.writerow(('author', 'sex', 'rank', 'content', 'great', 'comment', 'time'))
filename = 'C:\\Users\\Administrator\\Desktop\\qiubaibook.xls'
def get_info(url):
 res = requests.get(url, headers=headers)
 selector = etree.HTML(res.text)
 # print(res.text)
 htmls = selector.xpath('//div[contains(@class,"article block untagged mb15")]')
 # // *[ @ id = "qiushi_tag_120024357"] / a[1] / div / span 内容
 # //*[@id="qiushi_tag_120024357"]/div[2]/span[1]/i 好笑
 # //*[@id="c-120024357"]/i 评论
 # //*[@id="qiushi_tag_120024357"]/div[1]/a[2]/h2 作者
 # //*[@id="qiushi_tag_120024357"]/div[1]/div 等级
 # // womenIcon manIcon 性别
 for html in htmls:
   author = html.xpath('div[1]/a[2]/h2/text()')
   if len(author) == 0:
     author = html.xpath('div[1]/span[2]/h2/text()')
   rank = html.xpath('div[1]/div/text()')
   sex = html.xpath('div[1]/div/@class')
   if len(sex) == 0:
     sex = '未知'
   elif 'manIcon' in sex[0]:
     sex = '男'
   elif 'womenIcon' in sex[0]:
     sex = '女'
   if len(rank) == 0:
     rank = '-1'
   contents = html.xpath('a[1]/div/span/text()')
   great = html.xpath('div[2]/span[1]/i/text()') # //*[@id="qiushi_tag_112746244"]/div[3]/span[1]/i
   if len(great) == 0:
     great = html.xpath('div[3]/span[1]/i/text()')
   comment = html.xpath('div[2]/span[2]/a/i/text()') # //*[@id="c-112746244"]/i
   if len(comment) == 0:
     comment = html.xpath('div[3]/span[2]/a/i/text()')
   # classes = html.xpath('a[1]/@class')
   # writer.writerow((author[0].strip(), sex, rank[0].strip(), contents[0].strip(), great[0].strip(),
   #         comment[0].strip(), time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(time.time()))))
   data_infos = [author[0].strip(), sex, rank[0].strip(), contents[0].strip(), great[0].strip(),
          comment[0].strip(), time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(time.time()))]
   data_infos_list.append(data_infos)
def write_data(sheet, row):
 for data_infos in data_infos_list:
   j = 0
   for data in data_infos:
     sheet.write(row, j, data)
     j += 1
   row += 1
if __name__ == '__main__':
 urls = ['https://www.qiushibaike.com/8hr/page/{}/'.format(num) for num in range(1, 14)]
 for url in urls:
   print(url)
   get_info(url)
   time.sleep(2)
 # 如果文件存在,则追加。如果文件不存在,则新建
 if os.path.exists(filename):
   # 打开excel
   rb = xlrd.open_workbook(filename, formatting_info=True) # formatting_info=True 保留原有字体颜色等样式
   # 用 xlrd 提供的方法获得现在已有的行数
   rn = rb.sheets()[0].nrows
   # 复制excel
   wb = copy(rb)
   # 从复制的excel文件中得到第一个sheet
   sheet = wb.get_sheet(0)
   # 向sheet中写入文件
   write_data(sheet, rn)
   # 删除原先的文件
   os.remove(filename)
   # 保存
   wb.save(filename)
 else:
   header = ['author', 'sex', 'rank', 'content', 'great', 'comment', 'time']
   book = xlwt.Workbook(encoding='utf-8')
   sheet = book.add_sheet('糗百')
   # 向 excel 中写入表头
   for h in range(len(header)):
     sheet.write(0, h, header[h])
   # 向sheet中写入内容
   write_data(sheet, 1)
   book.save(filename)

希望本文所述对大家Python程序设计有所帮助。

来源:https://blog.csdn.net/lA6Nf/article/details/79352112

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