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(' ',' ') 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(' 33[1;31m该item已经在数据库中,不进行存储 33[0m') else: collection.insert_one(content) print(' 33[1;32m该item是新的, 进行存储 33[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(' 33[1;33m开始爬取第{page}页 33[0m'.format(page=page+1)) ss = SpiderDouban(url) ss.start()