selenium+PhantomJS爬取豆瓣读书
人气:0获取关于Python的全部书籍信息;
通过代码测试 request携带‘User-Agent'及 ‘data'数据信息的方式均无法获取到相关信息,获取数据时,部分数据为空,导致获取过程中报错,无法获取全部数据,初步判定豆瓣读书的反爬机制较为严格;通过selenium 模拟浏览器请求的方法测试后发现,可利用 selenium 方法请求获取数据;
#导入需要的模块 from selenium import webdriver import time from lxml import etree import pymysql import re #创建一个函数 def my_browers(url, page): # 获取浏览器对象 browers = webdriver.PhantomJS(executable_path=r'd:\Desktop\pythonjs\phantomjs-2.1.1-windows\bin\phantomjs.exe') # 用浏览器发起请求 browers.get(url) #休息两秒,频率低一点,爬的时间久一点,安全就多一点 time.sleep(2) # 获取页面信息 html = browers.page_source # 调用页面解析函数 parse_html(html) # 解析页面信息 def parse_html(html): # 生成一个xpath对象 html = etree.HTML(html) # 获取所有的书籍信息列表 books = html.xpath('//div[contains(@class,"sc-bZQynM")]') # 遍历每一本书籍 然后拿到我们想要的数据 for book in books: # 创建一个存书字典存数据用 book_dict = {} # 获取封面信息 pic = book.xpath('//img/@src') if pic: book_dict['pic'] = pic[0] else: book_dict['pic'] = '' # print(pic) # 获取书名 book_name = book.xpath('//div[@class="title"]/a/text()') # print(book_name) if book_name: book_name = book_name[0] # 删除书名中最后出现的引号, #由于存数据库的时候书名最后面的引号会导致数据库报错,删除可以使代码更健壮 if '"' in book_name: pattern = re.compile(r'"') book_name = pattern.sub('', book_name) if "'" in book_name: pattern = re.compile(r"'") book_name = pattern.sub('', book_name) # 删除书名中最后出现的\,存数据的时候书名最后的\会把sql语句最后的引号转义, #删除可以使代码更健壮 if '\\' in book_name: book_name = book_name[:-1] book_dict['book_name'] = book_name else: book_dict['book_name'] = '' # 获取书籍详情连接 book_url = book.xpath('//div[@class="title"]/a/@href') if book_url: book_dict['book_url'] = book_url[0] else: book_dict['book_url'] = '' # 获取评分信息 score_book = book.xpath('//span[@class="rating_nums"]/text()') if score_book: book_dict['score_book'] = score_book[0] else: book_dict['score_book'] = '' # 获取出版社信息 book_detail = book.xpath('//div[@class="meta abstract"]/text()') if book_detail: # 删除书详情中最后出现的引号; book_detail = book_detail[0] if "'" in book_detail: pattern = re.compile(r"'") book_detail = pattern.sub('', book_detail) book_dict['book_detail'] = book_detail else: book_dict['book_detail'] = '' print(book_dict) # 调用数据库函数 insert_mysql(book_dict) # 插入数据库 def insert_mysql(book_dict): # 连接数据库 conn = pymysql.connect('localhost', 'root', 'root', 'test', charset='utf8') # 创建操作数据库的对象 cursor = conn.cursor() pic = book_dict['pic'] book_name = book_dict['book_name'] book_url = book_dict['book_url'] score = book_dict['score_book'] book_detail = book_dict['book_detail'] sql = f"insert into python_book (pic,book_name,book_url,score,book_detail) " \ f"VALUE ('{pic}','{book_name}','{book_url}','{score}','{book_detail}')" # 执行并提交 cursor.execute(sql) conn.commit() if __name__ == '__main__': for i in range(0, 199): print('=================下载第{}页========================'.format(i + 1)) page = i * 15 base_url = 'https://book.douban.com/subject_search?search_text=python&cat=1001&start={}'.format(page) my_browers(base_url, page)
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