深度学习一般过程:
收集数据,尤其是有标签、高质量的数据是一件昂贵的工作。
爬虫的过程,就是模仿浏览器的行为,往目标站点发送请求,接收服务器的响应数据,提取需要的信息,并进行保存的过程。
Python为爬虫的实现提供了工具:requests模块、BeautifulSoup库
任务描述本次实践使用Python来爬取百度百科中《青春有你2》所有参赛选手的信息。
数据获取:https://baike.baidu.com/item/青春有你第二季
上网的全过程:
普通用户:
打开浏览器 --> 往目标站点发送请求 --> 接收响应数据 --> 渲染到页面上。
爬虫程序:
模拟浏览器 --> 往目标站点发送请求 --> 接收响应数据 --> 提取有用的数据 --> 保存到本地/数据库。
爬虫的过程:
1.发送请求(requests模块)
2.获取响应数据(服务器返回)
3.解析并提取数据(BeautifulSoup查找或者re正则)
4.保存数据
本实践中将会使用以下两个模块,首先对这两个模块简单了解以下:
request模块:
requests是python实现的简单易用的HTTP库,官网地址:http://cn.python-requests.org/zh_CN/latest/
requests.get(url)可以发送一个http get请求,返回服务器响应内容。
BeautifulSoup库:
BeautifulSoup 是一个可以从HTML或XML文件中提取数据的Python库。网址:https://beautifulsoup.readthedocs.io/zh_CN/v4.4.0/
BeautifulSoup支持Python标准库中的HTML解析器,还支持一些第三方的解析器,其中一个是 lxml。
BeautifulSoup(markup, "html.parser")或者BeautifulSoup(markup, "lxml"),推荐使用lxml作为解析器,因为效率更高。
#如果需要进行持久化安装, 需要使用持久化路径, 如下方代码示例:
!mkdir /home/aistudio/external-libraries
!pip install beautifulsoup4 -t /home/aistudio/external-libraries
!pip install lxml -t /home/aistudio/external-libraries
Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple/
Collecting beautifulsoup4
Using cached https://mirrors.tuna.tsinghua.edu.cn/pypi/web/packages/e8/b5/7bb03a696f2c9b7af792a8f51b82974e51c268f15e925fc834876a4efa0b/beautifulsoup4-4.9.0-py3-none-any.whl
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Installing collected packages: soupsieve, beautifulsoup4
Successfully installed beautifulsoup4-4.9.0 soupsieve-2.0
Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple/
Collecting lxml
[?25l Downloading https://mirrors.tuna.tsinghua.edu.cn/pypi/web/packages/85/9e/93e2c3af278c7c8b6826666bbcb145af2829bd761c3b329e51cd6343836c/lxml-4.5.0-cp37-cp37m-manylinux1_x86_64.whl (5.7MB)
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一、爬取百度百科中《青春有你2》中所有参赛选手信息,返回页面数据
import json
import re
import requests
import datetime
from bs4 import BeautifulSoup
import os
#获取当天的日期,并进行格式化,用于后面文件命名,格式:20200420
today = datetime.date.today().strftime('%Y%m%d')
def crawl_wiki_data():
"""
爬取百度百科中《青春有你2》中参赛选手信息,返回html
"""
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36'
}
url='https://baike.baidu.com/item/青春有你第二季'
try:
response = requests.get(url,headers=headers)
print(response.status_code)
#将一段文档传入BeautifulSoup的构造方法,就能得到一个文档的对象, 可以传入一段字符串
soup = BeautifulSoup(response.text,'lxml')
#返回的是class为table-view log-set-param的所有标签
tables = soup.find_all('table',{'class':'table-view log-set-param'})
crawl_table_title = "参赛学员"
for table in tables:
#对当前节点前面的标签和字符串进行查找
table_titles = table.find_previous('div').find_all('h3')
for title in table_titles:
if(crawl_table_title in title):
return table
except Exception as e:
print(e)
二、对爬取的页面数据进行解析,并保存为JSON文件
def parse_wiki_data(table_html):
'''
从百度百科返回的html中解析得到选手信息,以当前日期作为文件名,存JSON文件,保存到work目录下
'''
bs = BeautifulSoup(str(table_html),'lxml')
all_trs = bs.find_all('tr')
error_list = ['\'','\"']
stars = []
for tr in all_trs[1:]:
all_tds = tr.find_all('td')
star = {}
#姓名
star["name"]=all_tds[0].text
#个人百度百科链接
star["link"]= 'https://baike.baidu.com' + all_tds[0].find('a').get('href')
#籍贯
star["zone"]=all_tds[1].text
#星座
star["constellation"]=all_tds[2].text
#身高
star["height"]=all_tds[3].text
#体重
star["weight"]= all_tds[4].text
#花语,去除掉花语中的单引号或双引号
flower_word = all_tds[5].text
for c in flower_word:
if c in error_list:
flower_word=flower_word.replace(c,'')
star["flower_word"]=flower_word
#公司
if not all_tds[6].find('a') is None:
star["company"]= all_tds[6].find('a').text
else:
star["company"]= all_tds[6].text
stars.append(star)
json_data = json.loads(str(stars).replace("\'","\""))
with open('work/' + today + '.json', 'w', encoding='UTF-8') as f:
json.dump(json_data, f, ensure_ascii=False)
三、爬取每个选手的百度百科图片,并进行保存
!!!请在以下代码块中补充代码,爬取每个选手的百度百科图片,并保存 !!!
def crawl_pic_urls():
'''
爬取每个选手的百度百科图片,并保存
'''
with open('work/'+ today + '.json', 'r', encoding='UTF-8') as file:
json_array = json.loads(file.read())
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36'
}
for star in json_array:
name = star['name']
link = star['link']
#!!!请在以下完成对每个选手图片的爬取,将所有图片url存储在一个列表pic_urls中!!!
pic_urls=[]
try:
response = requests.get(link, headers=headers)
# print(response.status_code)
#将一段文档传入BeautifulSoup的构造方法,就能得到一个文档的对象, 可以传入一段字符串
soup = BeautifulSoup(response.text, 'lxml')
div = soup.find_all('div',{'class':'summary-pic'})[0]
imgsLink=div.find_all('a')[0].get('href')
# 获取个人图集主页
imgsLink=r'https://baike.baidu.com'+imgsLink
# print(imgsLink)
response2=requests.get(imgsLink, headers=headers)
soup2=BeautifulSoup(response2.text, 'lxml')
divs=soup2.find_all('a',{'class':'pic-item'})
for div2 in divs:
# 获取每张图url
img=div2.find_all('img')[0].get('src')
# print(img)
pic_urls.append(img)
except Exception as e:
print(e)
# !!!根据图片链接列表pic_urls, 下载所有图片,保存在以name命名的文件夹中!!!
down_pic(name,pic_urls)
# crawl_pic_urls()
pip install lxml
Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple/
Requirement already satisfied: lxml in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (4.5.0)
Note: you may need to restart the kernel to use updated packages.
# html = crawl_wiki_data()
# parse_wiki_data(html)
200
def down_pic(name,pic_urls):
'''
根据图片链接列表pic_urls, 下载所有图片,保存在以name命名的文件夹中,
'''
path = 'work/'+'pics/'+name+'/'
if not os.path.exists(path):
os.makedirs(path)
for i, pic_url in enumerate(pic_urls):
try:
pic = requests.get(pic_url, timeout=15)
string = str(i + 1) + '.jpg'
with open(path+string, 'wb') as f:
f.write(pic.content)
print('成功下载第%s张图片: %s' % (str(i + 1), str(pic_url)))
except Exception as e:
print('下载第%s张图片时失败: %s' % (str(i + 1), str(pic_url)))
print(e)
continue
四、打印爬取的所有图片的路径
def show_pic_path(path):
'''
遍历所爬取的每张图片,并打印所有图片的绝对路径
'''
pic_num = 0
for (dirpath,dirnames,filenames) in os.walk(path):
for filename in filenames:
pic_num += 1
print("第%d张照片:%s" % (pic_num,os.path.join(dirpath,filename)))
print("共爬取《青春有你2》选手的%d照片" % pic_num)
if __name__ == '__main__':
#爬取百度百科中《青春有你2》中参赛选手信息,返回html
html = crawl_wiki_data()
#解析html,得到选手信息,保存为json文件
parse_wiki_data(html)
#从每个选手的百度百科页面上爬取图片,并保存
crawl_pic_urls()
#打印所爬取的选手图片路径
show_pic_path('/home/aistudio/work/pics/')
print("所有信息爬取完成!")
200
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