# requests知识进阶
# 1、模块说明
requests是使用Apache2 licensed 许可证的HTTP库。用python编写。比urllib2模块更简洁。
Request支持HTTP连接保持和连接池,支持使用cookie保持会话,支持文件上传,支持自动响应内容的编码,支持国际化的URL和POST数据自动编码。
在python内置模块的基础上进行了高度的封装,从而使得python进行网络请求时,变得人性化,使用Requests可以轻而易举的完成浏览器可有的任何操作。现代,国际化,友好。requests会自动实现持久连接keep-alive
# 2、基础入门
1)导入模块
import requests
2)发送请求的简洁
示例代码:获取一个网页(个人github
)
import requests
r = requests.get('https://github.com/Ranxf') # 最基本的不带参数的get请求
r1 = requests.get(url='http://dict.baidu.com/s', params={'wd': 'python'}) # 带参数的get请求
我们就可以使用该方式使用以下各种方法
requests.get(‘https://github.com/timeline.json’) # GET请求
requests.post(“http://httpbin.org/post”) # POST请求
requests.put(“http://httpbin.org/put”) # PUT请求
requests.delete(“http://httpbin.org/delete”) # DELETE请求
requests.head(“http://httpbin.org/get”) # HEAD请求
requests.options(“http://httpbin.org/get” ) # OPTIONS请求
3)为url传递参数
>>> url_params = {'key':'value'} # 字典传递参数,如果值为None的键不会被添加到url中
>>> r = requests.get('your url',params = url_params) # get方式使用params传参
>>> print(r.url)
...your url?key=value
4)响应的内容
r.encoding #获取当前的编码
r.encoding = 'utf-8' #设置编码
r.text #以encoding解析返回内容。字符串方式的响应体,会自动根据响应头部的字符编码进行解码。
r.content #以字节形式(二进制)返回。字节方式的响应体,会自动为你解码 gzip 和 deflate 压缩。返回byte类型,可以直接保存音频/图片等
r.headers #以字典对象存储服务器响应头,但是这个字典比较特殊,字典键不区分大小写,若键不存在则返回None
r.status_code #响应状态码
r.raw #返回原始响应体,也就是 urllib 的 response 对象,使用 r.raw.read()
r.ok # 查看r.ok的布尔值便可以知道是否登陆成功
#*特殊方法*#
r.json() #Requests中内置的JSON解码器,以json形式返回,前提返回的内容确保是json格式的,不然解析出错会抛异常,将返回的json对象反序列化
r.raise_for_status() #失败请求(非200响应)抛出异常
post发送json请求:
import requests
import json
r = requests.post('https://api.github.com/some/endpoint', data=json.dumps({'some': 'data'}))
print(r.json())
5)定制头和cookie信息
header = {'user-agent': 'my-app/0.0.1''}
cookie = {'key':'value'}
r = requests.get/post('your url',headers=header,cookies=cookie)
import requests
import json
data = {'some': 'data'}
headers = {'content-type': 'application/json',
'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:22.0) Gecko/20100101 Firefox/22.0'}
r = requests.post('https://api.github.com/some/endpoint', data=data, headers=headers)
print(r.text)
6)响应状态码
使用requests方法后,会返回一个response对象,其存储了服务器响应的内容,如上实例中已经提到的 r.text、r.status_code…… 获取文本方式的响应体实例:当你访问 r.text 之时,会使用其响应的文本编码进行解码,并且你可以修改其编码让 r.text 使用自定义的编码进行解码。
r = requests.get('http://www.itwhy.org')
print(r.text, '\n{}\n'.format('*'*79), r.encoding)
r.encoding = 'GBK'
print(r.text, '\n{}\n'.format('*'*79), r.encoding)
示例代码:
import requests
r = requests.get('https://github.com/Ranxf') # 最基本的不带参数的get请求
print(r.status_code) # 获取返回状态
r1 = requests.get(url='http://dict.baidu.com/s', params={'wd': 'python'}) # 带参数的get请求
print(r1.url)
print(r1.text) # 打印解码后的返回数据
运行结果:
/usr/bin/python3.5 /home/rxf/python3_1000/1000/python3_server/python3_requests/demo1.py
200
http://dict.baidu.com/s?wd=python
…………
Process finished with exit code 0
r.status_code #如果不是200,可以使用 r.raise_for_status() 抛出异常
7)响应
r.headers #返回字典类型,头信息
r.requests.headers #返回发送到服务器的头信息
r.cookies #返回cookie
r.history #返回重定向信息,当然可以在请求是加上allow_redirects = false 阻止重定向
8)超时
r = requests.get('url',timeout=1) #设置秒数超时,仅对于连接有效
9)会话对象,能够跨请求保持某些参数
s = requests.Session()
s.auth = ('auth','passwd')
s.headers = {'key':'value'}
r = s.get('url')
r1 = s.get('url1')
10)代理
proxies = {'http':'ip1','https':'ip2' }
requests.get('url',proxies=proxies)
汇总:
# HTTP请求类型
# get类型
r = requests.get('https://github.com/timeline.json')
# post类型
r = requests.post("http://m.ctrip.com/post")
# put类型
r = requests.put("http://m.ctrip.com/put")
# delete类型
r = requests.delete("http://m.ctrip.com/delete")
# head类型
r = requests.head("http://m.ctrip.com/head")
# options类型
r = requests.options("http://m.ctrip.com/get")
# 获取响应内容
print(r.content) #以字节的方式去显示,中文显示为字符
print(r.text) #以文本的方式去显示
#URL传递参数
payload = {'keyword': '香港', 'salecityid': '2'}
r = requests.get("http://m.ctrip.com/webapp/tourvisa/visa_list", params=payload)
print(r.url) #示例为http://m.ctrip.com/webapp/tourvisa/visa_list?salecityid=2&keyword=香港
#获取/修改网页编码
r = requests.get('https://github.com/timeline.json')
print (r.encoding)
#json处理
r = requests.get('https://github.com/timeline.json')
print(r.json()) # 需要先import json
# 定制请求头
url = 'http://m.ctrip.com'
headers = {'User-Agent' : 'Mozilla/5.0 (Linux; Android 4.2.1; en-us; Nexus 4 Build/JOP40D) AppleWebKit/535.19 (KHTML, like Gecko) Chrome/18.0.1025.166 Mobile Safari/535.19'}
r = requests.post(url, headers=headers)
print (r.request.headers)
#复杂post请求
url = 'http://m.ctrip.com'
payload = {'some': 'data'}
r = requests.post(url, data=json.dumps(payload)) #如果传递的payload是string而不是dict,需要先调用dumps方法格式化一下
# post多部分编码文件
url = 'http://m.ctrip.com'
files = {'file': open('report.xls', 'rb')}
r = requests.post(url, files=files)
# 响应状态码
r = requests.get('http://m.ctrip.com')
print(r.status_code)
# 响应头
r = requests.get('http://m.ctrip.com')
print (r.headers)
print (r.headers['Content-Type'])
print (r.headers.get('content-type')) #访问响应头部分内容的两种方式
# Cookies
url = 'http://example.com/some/cookie/setting/url'
r = requests.get(url)
r.cookies['example_cookie_name'] #读取cookies
url = 'http://m.ctrip.com/cookies'
cookies = dict(cookies_are='working')
r = requests.get(url, cookies=cookies) #发送cookies
#设置超时时间
r = requests.get('http://m.ctrip.com', timeout=0.001)
#设置访问代理
proxies = {
"http": "http://10.10.1.10:3128",
"https": "http://10.10.1.100:4444",
}
r = requests.get('http://m.ctrip.com', proxies=proxies)
#如果代理需要用户名和密码,则需要这样:
proxies = {
"http": "http://user:pass@10.10.1.10:3128/",
}
# 3、示例代码
# GET请求
# 1、无参数实例
import requests
ret = requests.get('https://github.com/timeline.json')
print(ret.url)
print(ret.text)
# 2、有参数实例
import requests
payload = {'key1': 'value1', 'key2': 'value2'}
ret = requests.get("http://httpbin.org/get", params=payload)
print(ret.url)
print(ret.text)
# POST请求
# 1、基本POST实例
import requests
payload = {'key1': 'value1', 'key2': 'value2'}
ret = requests.post("http://httpbin.org/post", data=payload) #上传data数据
print(ret.text)
# 2、发送请求头和数据实例
import requests
import json
url = 'https://api.github.com/some/endpoint'
payload = {'some': 'data'}
headers = {'content-type': 'application/json'}
ret = requests.post(url, data=json.dumps(payload), headers=headers)
print(ret.text)
print(ret.cookies)
# request的各种应用场景
#请求网址
def param_method_url():
requests.request(method='get', url='http://127.0.0.1:8000/test/')
requests.request(method='post', url='http://127.0.0.1:8000/test/')
pass
#params用于get方式传递参数
def param_param():
#可以是字典
requests.request(method='get',
url='http://127.0.0.1:8000/test/',
params={'k1': 'v1', 'k2': '水电费'})
# 可以是字符串
requests.request(method='get',
url='http://127.0.0.1:8000/test/',
params="k1=v1&k2=水电费&k3=v3&k3=vv3")
# 可以是字节(ascii编码以内)
requests.request(method='get',
url='http://127.0.0.1:8000/test/',
params=bytes("k1=v1&k2=k2&k3=v3&k3=vv3", encoding='utf8'))
# 错误
# requests.request(method='get',
# url='http://127.0.0.1:8000/test/',
# params=bytes("k1=v1&k2=水电费&k3=v3&k3=vv3", encoding='utf8'))
pass
def param_data():
# 可以是文件对象
# 可以是字典
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data={'k1': 'v1', 'k2': '水电费'})
# 可以是字符串
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data="k1=v1; k2=v2; k3=v3; k3=v4"
)
# 可以是字节
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data="k1=v1;k2=v2;k3=v3;k3=v4",
headers={'Content-Type': 'application/x-www-form-urlencoded'}#设置请求体的格式
)
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data=open('data_file.py', mode='r', encoding='utf-8'), # 文件内容是:k1=v1;k2=v2;k3=v3;k3=v4
headers={'Content-Type': 'application/x-www-form-urlencoded'}
)
pass
def param_json():
# 将json中对应的数据进行序列化成一个字符串,json.dumps(...)
# 然后发送到服务器端的body中,并且Content-Type是 {'Content-Type': 'application/json'}
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
json={'k1': 'v1', 'k2': '水电费'})
def param_headers():
# 发送请求头到服务器端
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
json={'k1': 'v1', 'k2': '水电费'},
headers={'Content-Type': 'application/x-www-form-urlencoded'}
)
def param_cookies():
# 发送Cookie到服务器端
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data={'k1': 'v1', 'k2': 'v2'},
cookies={'cook1': 'value1'},
)
# 也可以使用CookieJar(字典形式就是在此基础上封装)
from http.cookiejar import CookieJar
from http.cookiejar import Cookie
obj = CookieJar()
obj.set_cookie(Cookie(version=0, name='c1', value='v1', port=None, domain='', path='/', secure=False, expires=None,
discard=True, comment=None, comment_url=None, rest={'HttpOnly': None}, rfc2109=False,
port_specified=False, domain_specified=False, domain_initial_dot=False, path_specified=False)
)
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
data={'k1': 'v1', 'k2': 'v2'},
cookies=obj)
def param_files():
# 发送文件
file_dict = {
'f1': open('readme', 'rb')
}
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
files=file_dict)
# 发送文件,定制文件名
file_dict = {
'f1': ('test.txt', open('readme', 'rb'))
}
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
files=file_dict)
# 发送文件,定制文件名
file_dict = {
'f1': ('test.txt', "hahsfaksfa9kasdjflaksdjf")
}
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
files=file_dict)
# 发送文件,定制文件名
file_dict = {
'f1': ('test.txt', "hahsfaksfa9kasdjflaksdjf", 'application/text', {'k1': '0'})
}
requests.request(method='POST',
url='http://127.0.0.1:8000/test/',
files=file_dict)
pass
def param_auth():
#导入认证模块
from requests.auth import HTTPBasicAuth, HTTPDigestAuth
ret = requests.get('https://api.github.com/user', auth=HTTPBasicAuth('wupeiqi', 'sdfasdfasdf'))
print(ret.text)
ret = requests.get('http://192.168.1.1',
auth=HTTPBasicAuth('admin', 'admin'))
ret.encoding = 'gbk'
print(ret.text)
ret = requests.get('http://httpbin.org/digest-auth/auth/user/pass', auth=HTTPDigestAuth('user', 'pass'))
print(ret)
def param_timeout():
ret = requests.get('http://google.com/', timeout=1)
print(ret)
ret = requests.get('http://google.com/', timeout=(5, 1))
print(ret)
pass
def param_allow_redirects():
ret = requests.get('http://127.0.0.1:8000/test/', allow_redirects=False)
print(ret.text)
def param_proxies():
proxies = {
"http": "61.172.249.96:80",
"https": "http://61.185.219.126:3128",
}
proxies = {'http://10.20.1.128': 'http://10.10.1.10:5323'}
ret = requests.get("http://www.proxy360.cn/Proxy", proxies=proxies)
print(ret.headers)
from requests.auth import HTTPProxyAuth
proxyDict = {
'http': '77.75.105.165',
'https': '77.75.105.165'
}
auth = HTTPProxyAuth('username', 'mypassword')
r = requests.get("http://www.google.com", proxies=proxyDict, auth=auth)
print(r.text)
pass
def param_stream():
ret = requests.get('http://127.0.0.1:8000/test/', stream=True)
print(ret.content)
ret.close()
# from contextlib import closing
# with closing(requests.get('http://httpbin.org/get', stream=True)) as r:
# # 在此处理响应。
# for i in r.iter_content():
# print(i)
def requests_session():
import requests
session = requests.Session()
# 1、首先登陆任何页面,获取cookie
i1 = session.get(url="http://dig.chouti.com/help/service")
# 2、用户登陆,携带上一次的cookie,后台对cookie中的 gpsd 进行授权
i2 = session.post(
url="http://dig.chouti.com/login",
data={
'phone': "8615131255089",
'password': "xxxxxx",
'oneMonth': ""
}
)
i3 = session.post(
url="http://dig.chouti.com/link/vote?linksId=8589623",
)
print(i3.text)
# 上传文件
使用request模块,也可以上传文件,文件的类型会自动进行处理:
import requests
url = 'http://127.0.0.1:8080/upload'
files = {'file': open('/home/rxf/test.jpg', 'rb')}
#files = {'file': ('report.jpg', open('/home/lyb/sjzl.mpg', 'rb'))} #显式的设置文件名
r = requests.post(url, files=files)
print(r.text)
# 使用requests模块自动登陆
自动登陆github
import requests from bs4 import BeautifulSoup def login_github(): """ 通过requests模块模拟浏览器登陆GitHub :return: """ # 获取csrf_token r1 = requests.get('https://github.com/login') # 获得get请求的对象 s1 = BeautifulSoup(r1.text, 'html.parser') # 使用bs4解析HTML对象 token = s1.find('input', attrs={'name': 'authenticity_token'}).get('value') # 获取登陆授权码,即csrf_token get_cookies = r1.cookies.get_dict() # 获取get请求的cookies,post请求时必须携带 # 发送post登陆请求 ''' post登陆参数 commit Sign+in utf8 ✓ authenticity_token E961jQMIyC9NPwL54YPj70gv2hbXWJ…fTUd+e4lT5RAizKbfzQo4eRHsfg== login JackUpDown(用户名) password **********(密码) ''' r2 = requests.post( 'https://github.com/session', data={ 'commit': 'Sign+in', 'utf8': '✓', 'authenticity_token': token, 'login': 'JackUpDown', 'password': '**********' }, cookies=get_cookies # 携带get请求的cookies ) login_cookies = r2.cookies.get_dict() # 获得登陆成功的cookies,携带此cookies就可以访问任意GitHub页面 # 携带post cookies跳转任意页面 r3 = requests.get('https://github.com/settings/emails', cookies=login_cookies) print(r3.text)
知乎自动登陆
import time import requests from bs4 import BeautifulSoup session = requests.Session() i1 = session.get( url='https://www.zhihu.com/#signin', headers={ 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.98 Safari/537.36', } ) soup1 = BeautifulSoup(i1.text, 'lxml') xsrf_tag = soup1.find(name='input', attrs={'name': '_xsrf'}) xsrf = xsrf_tag.get('value') current_time = time.time() i2 = session.get( url='https://www.zhihu.com/captcha.gif', params={'r': current_time, 'type': 'login'}, headers={ 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.98 Safari/537.36', }) with open('zhihu.gif', 'wb') as f: f.write(i2.content) captcha = input('请打开zhihu.gif文件,查看并输入验证码:') form_data = { "_xsrf": xsrf, 'password': 'xxooxxoo', "captcha": 'captcha', 'email': '424662508@qq.com' } i3 = session.post( url='https://www.zhihu.com/login/email', data=form_data, headers={ 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.98 Safari/537.36', } ) i4 = session.get( url='https://www.zhihu.com/settings/profile', headers={ 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.98 Safari/537.36', } ) soup4 = BeautifulSoup(i4.text, 'lxml') tag = soup4.find(id='rename-section') nick_name = tag.find('span',class_='name').string print(nick_name)
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