python爬虫之xpath和lxml应用—爬取豆瓣评分爬取
python爬虫之豆瓣评分爬取1 第一步 获取网页源码2 第二步 获取电影信息3 第三步 保存数据4 综合'''需求:爬取电影的名字 评分 引言 详情页的url,每一页都爬取并且把数据保存到csv文件当中步骤:第一步 获取网页源码第二步 获取电影信息第三步 保存数据'''1 第一步 获取网页源码'''第一步:获取网页源码(1)分析目标url(2)获取网页源代码'''# https://movie.
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python爬虫之豆瓣评分爬取
'''
需求:爬取电影的名字 评分 引言 详情页的url,每一页都爬取并且把数据保存到csv文件当中
步骤:
第一步 获取网页源码
第二步 获取电影信息
第三步 保存数据
'''
1 第一步 获取网页源码
'''
第一步:获取网页源码
(1)分析目标url
(2)获取网页源代码
'''
# https://movie.douban.com/top250?start=0&filter= 第一页 (start=0)
# https://movie.douban.com/top250?start=25&filter= 第二页 (start=25)
# https://movie.douban.com/top250?start=50&filter= 第三页 (start=50)
# 目标url: https://movie.douban.com/top250?start=(i-1)*25&filter= 第i页 start=(i-1)
headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.130 Safari/537.36'}
import requests
def get_source(url):
response = requests.get(url,headers=headers)
# print(response) # <Response [200]>
response.encoding = 'utf-8'
return response.text
if __name__ == '__main__':
for i in range(0,10):
page = str(i*25)
url = 'https://movie.douban.com/top250?start='+page+'&filter='
get_source(url)
2 第二步 获取电影信息
'''
第二步:获取电影信息
'''
import lxml
from lxml import etree
def get_item(source):
html_element = etree.HTML(source)
movieItemList = html_element.xpath('//div[@class="info"]')
# 定义一个空的列表
movieList = []
for eachMoive in movieItemList:
# 创建一个字典 像列表中存储数据[{电影一},{电影二}......]
movieDict = {}
title = eachMoive.xpath('div[@class="hd"]/a/span[@class="title"]/text()') # 标题
subtitle = eachMoive.xpath('div[@class="hd"]/a/span[@class="other"]/text()') # 副标题
link = eachMoive.xpath('div[@class="hd"]/a/@href')[0] # url
star = eachMoive.xpath('div[@class="bd"]/div[@class="star"]/span[@class="rating_num"]/text()')[0] # 评分
quote = eachMoive.xpath('div[@class="bd"]/p[@class="quote"]/span/text()') # 引言(名句)
if quote:
quote = quote[0]
else:
quote = ''
# 保存数据
movieDict['title'] = title
movieDict['subtitle'] = subtitle
movieDict['url'] = link
movieDict['star'] = star
movieDict['quote'] = quote
movieList.append(movieDict)
print(movieList)
return movieList
3 第三步 保存数据
import csv
def writeData(movieList):
with open('douban.csv','w',encoding='utf-8',newline='') as f:
writer = csv.DictWriter(f,fieldnames=['title','subtitle','url','star','quote'])
writer.writeheader() # 写入表头
for each in movieList:
writer.writerow(each)
4 综合
# 导入模块
import requests # 获取源代码
import lxml # 获取电影项目
from lxml import etree # 获取电影项目
import csv # 保存数据
'''
第一步:获取网页源码
(1)分析目标url
(2)获取网页源代码
'''
# https://movie.douban.com/top250?start=0&filter= 第一页 (start=0)
# https://movie.douban.com/top250?start=25&filter= 第二页 (start=25)
# https://movie.douban.com/top250?start=50&filter= 第三页 (start=50)
# 目标url: https://movie.douban.com/top250?start=(i-1)*25&filter= 第i页 start=(i-1)
headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.130 Safari/537.36'}
def get_source(url):
response = requests.get(url,headers=headers)
# print(response) # <Response [200]>
response.encoding = 'utf-8'
return response.text
'''
第二步:获取并保存电影项目
(1)获取项目
(2)保存电影项目
'''
def get_item(source):
html_element = etree.HTML(source)
movieItemList = html_element.xpath('//div[@class="info"]')
# 定义一个空的列表
movieList = []
for eachMoive in movieItemList:
# 创建一个字典 像列表中存储数据[{电影一},{电影二}......]
movieDict = {}
title = eachMoive.xpath('div[@class="hd"]/a/span[@class="title"]/text()') # 标题
subtitle = eachMoive.xpath('div[@class="hd"]/a/span[@class="other"]/text()') # 副标题
link = eachMoive.xpath('div[@class="hd"]/a/@href')[0] # url
star = eachMoive.xpath('div[@class="bd"]/div[@class="star"]/span[@class="rating_num"]/text()')[0] # 评分
quote = eachMoive.xpath('div[@class="bd"]/p[@class="quote"]/span/text()') # 引言(名句)
if quote:
quote = quote[0]
else:
quote = ''
# 保存数据
movieDict['title'] = title
movieDict['subtitle'] = subtitle
movieDict['url'] = link
movieDict['star'] = star
movieDict['quote'] = quote
movieList.append(movieDict)
print(movieList)
return movieList
# 保存数据
def writeData(movieList):
with open('douban.csv','w',encoding='utf-8',newline='') as f:
writer = csv.DictWriter(f,fieldnames=['title','subtitle','url','star','quote'])
writer.writeheader() # 写入表头
for each in movieList:
writer.writerow(each)
movieList = []
for i in range(0,10):
page = str(i*25)
url = 'https://movie.douban.com/top250?start='+page+'&filter='
print(url)
source = get_source(url)
movieList += get_item(source)
writeData(movieList)
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