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 requestsresponse = 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
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
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
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
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:
基本POST請求:
import requests data = {'name':'tom','age':'22'} response = requests.post('http://httpbin.org/post',data=data)
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:
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:
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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