爬虫实战:爬取豆瓣电影top250
1.爬虫入门必备知识
爬取网站:https://movie.douban.com/top250?start=225&filter=
2.爬虫思路讲解:
a) 了解翻页url的变化规律
第一页:https://movie.douban.com/top250?start=0&filter=
第二页:https://movie.douban.com/top250?start=25&filter=
b) 了解每一页提取内容定位:
每一页包含25部电影

c) 了解如何提取每部电影的详细信息


3.完整代码:
#!/usr/bin/env python
#-*- coding:utf-8 -*-
import requests
from bs4 import BeautifulSoup
from pymongo import MongoClient
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36'
}
class SpiderDouban(object):
def __init__(self, url):
self.url = url
def get_collection(self):
client = MongoClient('localhost', 27017)
database = client.spider
collection = database.douban
return collection
def get_reponse(self):
try:
response = requests.get(self.url, headers=headers)
response.raise_for_status
response.encoding = response.apparent_encoding
html = response.text
except Exception as e:
html = 'None'
return html
def get_soup(self,html):
try:
soup = BeautifulSoup(html,'html.parser')
except:
soup = BeautifulSoup(html, 'xml')
return soup
def get_items(self,soup):
items = soup.select('div.article>ol>li')
return items
def get_item_content(self,item):
try:
head = item.select('div.hd')[0].text.strip()
except:
head = 'None'
try:
people = item.select("div.article>ol>li>div p[class='']")[0].text.strip().replace(' ', '')
except:
people = 'None'
try:
star = item.select('div.article>ol>li>div div.star')[0].text.strip().replace('\n',' ')
except:
star = 'None'
try:
comment = item.select('div.article>ol>li>div p.quote')[0].text.strip()
except:
comment = 'None'
content = {
'head': head,
'people': people,
'star': star,
'comment': comment
}
return content
def start(self):
collection = self.get_collection()
html = self.get_reponse()
soup = self.get_soup(html)
items = self.get_items(soup)
for item in items:
content = self.get_item_content(item)
if collection.find_one(content):
print('\033[1;31m该item已经在数据库中,不进行存储\033[0m')
else:
collection.insert_one(content)
print('\033[1;32m该item是新的, 进行存储\033[0m')
if __name__ == '__main__':
urls = ['https://movie.douban.com/top250?start={num}&filter='.format(num=num) for num in range(0,250,25)]
for page,url in enumerate(urls):
print('\033[1;33m开始爬取第{page}页\033[0m'.format(page=page+1))
ss = SpiderDouban(url)
ss.start()

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