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python爬蟲---requests庫的用法詳解

requests是python實現的簡單易用的HTTP庫,使用起來比urllib簡潔很多

因為是第三方庫,所以使用前需要cmd安裝

pip install requests

安裝完成後import一下,正常則說明可以開始使用了。

基本用法:

requests.get()用於請求目標網站,型別是一個HTTPresponse型別

import requests

response = requests.get('http://www.baidu.com')
print(response.status_code) # 列印狀態碼
print(response.url) # 列印請求url
print(response.headers) # 列印頭資訊

print(response.cookies) # 列印cookie資訊
print(response.text) #以文字形式列印網頁原始碼
print(response.content) #以位元組流形式列印

執行結果:

狀態碼:200

url:www.baidu.com

headers資訊

python爬蟲---requests庫的用法詳解

各種請求方式:

import requests

requests.get('http://httpbin.org/get')
requests.post('http://httpbin.org/post')
requests.put('http://httpbin.org/put')
requests.delete('http://httpbin.org/delete')
requests.head('http://httpbin.org/get')
requests.options('http://httpbin.org/get')

基本的get請求

import requests

response = requests.get('http://httpbin.org/get')
print(response.text)

結果

python爬蟲---requests庫的用法詳解

帶引數的GET請求:

第一種直接將引數放在url內

import requests

response = requests.get(http://httpbin.org/get?name=gemey&age=22)
print(response.text)

結果

python爬蟲---requests庫的用法詳解

另一種先將引數填寫在dict中,發起請求時params引數指定為dict

import requests

data = {
  'name': 'tom','age': 20
}

response = requests.get('http://httpbin.org/get',params=data)
print(response.text)

結果同上

解析json

import requests

response = requests.get('http://httpbin.org/get')
print(response.text)
print(response.json()) #response.json()方法同json.loads(response.text)
print(type(response.json()))

結果

python爬蟲---requests庫的用法詳解

簡單儲存一個二進位制檔案

二進位制內容為response.content

import requests

response = requests.get('http://img.ivsky.com/img/tupian/pre/201708/30/kekeersitao-002.jpg')
b = response.content
with open('F://fengjing.jpg','wb') as f:
  f.write(b)

為你的請求新增頭資訊

import requests
heads = {}
heads['User-Agent'] = 'Mozilla/5.0 ' \
             '(Macintosh; U; Intel Mac OS X 10_6_8; en-us) AppleWebKit/534.50 ' \
             '(KHTML,like Gecko) Version/5.1 Safari/534.50'
 response = requests.get('http://www.baidu.com',headers=headers)

使用代理

同新增headers方法,代理引數也要是一個dict

這裡使用requests庫爬取了IP代理網站的IP與埠和型別

因為是免費的,使用的代理地址很快就失效了。

import requests
import re

def get_html(url):
  proxy = {
    'http': '120.25.253.234:812','https' '163.125.222.244:8123'
  }
  heads = {}
  heads['User-Agent'] = 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/49.0.2623.221 Safari/537.36 SE 2.X MetaSr 1.0'
  req = requests.get(url,headers=heads,proxies=proxy)
  html = req.text
  return html

def get_ipport(html):
  regex = r'<td data-title="IP">(.+)</td>'
  iplist = re.findall(regex,html)
  regex2 = '<td data-title="PORT">(.+)</td>'
  portlist = re.findall(regex2,html)
  regex3 = r'<td data-title="型別">(.+)</td>'
  typelist = re.findall(regex3,html)
  sumray = []
  for i in iplist:
    for p in portlist:
      for t in typelist:
        pass
      pass
    a = t+','+i + ':' + p
    sumray.append(a)
  print('高匿代理')
  print(sumray)


if __name__ == '__main__':
  url = 'http://www.kuaidaili.com/free/'
  get_ipport(get_html(url))

結果:

python爬蟲---requests庫的用法詳解

基本POST請求:

import requests

data = {'name':'tom','age':'22'}

response = requests.post('http://httpbin.org/post',data=data)

python爬蟲---requests庫的用法詳解

獲取cookie

#獲取cookie
import requests

response = requests.get('http://www.baidu.com')
print(response.cookies)
print(type(response.cookies))
for k,v in response.cookies.items():
  print(k+':'+v)

結果:

python爬蟲---requests庫的用法詳解

會話維持

import requests

session = requests.Session()
session.get('http://httpbin.org/cookies/set/number/12345')
response = session.get('http://httpbin.org/cookies')
print(response.text)

結果:

python爬蟲---requests庫的用法詳解

證書驗證設定

import requests
from requests.packages import urllib3

urllib3.disable_warnings() #從urllib3中消除警告
response = requests.get('https://www.12306.cn',verify=False) #證書驗證設為FALSE
print(response.status_code)列印結果:200

超時異常捕獲

import requests
from requests.exceptions import ReadTimeout

try:
  res = requests.get('http://httpbin.org',timeout=0.1)
  print(res.status_code)
except ReadTimeout:
  print(timeout)

異常處理

在你不確定會發生什麼錯誤時,儘量使用try...except來捕獲異常

所有的requests exception:

Exceptions

import requests
from requests.exceptions import ReadTimeout,HTTPError,RequestException

try:
  response = requests.get('http://www.baidu.com',timeout=0.5)
  print(response.status_code)
except ReadTimeout:
  print('timeout')
except HTTPError:
  print('httperror')
except RequestException:
  print('reqerror')

25行程式碼帶你爬取4399小遊戲資料

import requests
import parsel
import csv
f = open('4399遊戲.csv',mode='a',encoding='utf-8-sig',newline='')

csv_writer = csv.DictWriter(f,fieldnames=['遊戲地址','遊戲名字'])
csv_writer.writeheader()
for page in range(1,106):
  url = 'http://www.4399.com/flash_fl/5_{}.htm'.format(page)
  headers = {
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/81.0.4044.138 Safari/537.36'
  }
  response = requests.get(url=url,headers=headers)
  response.encoding = response.apparent_encoding
  selector = parsel.Selector(response.text)
  lis = selector.css('#classic li')
  for li in lis:
    dit ={}
    data_url = li.css('a::attr(href)').get()
    new_url = 'http://www.4399.com' + data_url.replace('http://','/')
    dit['遊戲地址'] = new_url
    title = li.css('img::attr(alt)').get()
    dit['遊戲名字'] = title
    print(new_url,title)
    csv_writer.writerow(dit)
f.close()

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