python爬取淘宝商品销量信息

import requests
import bs4
import re
import json
 
def open(keywords, page):
   headers={"User-Agent":"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36"}
 
   payload = {'q':keywords, 'sort':"sale-desc", 's':(page-1)*44}
   url = "https://s.taobao.com/search"
 
   res = requests.get(url, params = payload)
   return res
   
   
def get_item(res):
 
   g_page_config = re.search(r'g_page_config = (.*?);\n', res.text)
   page_config_json = json.loads(g_page_config.group(1))
   page_item = page_config_json['mods']['itemlist']['data']['auctions']
 
   result = []#整理出我们关注的信息(ID,标题，链接，售价，销量和商家)
   for each in page_item:
      dict1 = dict.fromkeys(('id','title','link','price','sale','shoper'))
      dict1['id'] = each['nid']
      dict1['title'] = each['title']
      dict1['link'] = each['detail_url']
      dict1['price'] = each['view_price']
      dict1['sale'] = each['view_sales']
      dict1['shoper'] = each['nick']
      result.append(dict1)
 
   return result
      
def count_sales(items):
   count = 0
   for each in items:
      if '###' in each['title']:#规定只取标题中‘###'的商品
         count += int(re.search(r'\d+',each['sale']).group())
         
   return count
 
def main():
 
   keywords = input("请输入搜索关键词：")#可以为各种商品名称
   length = 10#淘宝商品页数
   total = 0
   
   for each in range(length):
      res = open(keywords, each+1)
      items = get_item(res)
      total += count_sales(items)#销售总量
   print(total)
 
 
if __name__ == "__main__":
   main()