requests模塊
代理(proxies)
西刺代理
快代理
全網代理
高匿ip:看不到真實ip
透明ip:可以看到代理 和 真實ip
普通代理
proxies = {"協議":"協議://IP地址:端口號"}
'''01_普通代理示例.py'''
import requests
url = "http://www.baidu.com/"
proxies = {"http":"http://183.129.207.82:11597"}
headers = {"User-Agent":"Mozilla/5.0"}
res = requests.get(url,proxies=proxies,headers=headers)
print(res.status_code)
私密代理
proxies = {"協議": "協議://用戶名:密碼@ip地址:端口號"}
'''02_私密代理示例.py'''
import requests
url = "http://httpbin.org/get"
headers = {"User-Agent":"Mozilla/5.0"}
proxies = {"http":"http://309435365:[email protected]:16817"}
res = requests.get(url,proxies=proxies,headers=headers)
res.encoding = "utf-8"
print(res.text)
爬取鏈家二手房信息 --> 存到MySQL數據庫中
'''05_鏈家數據ToMongo.py'''
import requests
import re
import pymysql
import warnings
class LianjiaSpider:
def __init__(self):
self.baseurl = "https://bj.lianjia.com/ershoufang/pg"
self.page = 1
self.headers = {"User-Agent": "Mozilla/5.0"}
self.proxies = {"http": "http://127.0.0.1:8888"}
self.db = pymysql.connect("localhost",
"root","ParisPython",charset="utf8")
self.cursor = self.db.cursor()
def getPage(self,url):
res = requests.get(url,proxies=self.proxies,headers=self.headers,timeout=5)
res.encoding = "utf-8"
html = res.text
print("頁面爬取成功,正在解析...")
self.parsePage(html)
def parsePage(self,html):
p = re.compile('<div class="houseInfo".*?data-el="region">(.*?)</a>.*?<div class="totalPrice">.*?<span>(.*?)</span>(.*?)</div>',re.S)
r_list = p.findall(html)
# [("天通苑","480","萬"),()..]
print("頁面解析完成,正在存入數據庫...")
self.writeTomysql(r_list)
def writeTomysql(self,r_list):
c_db = "create database if not exists Lianjiadb \
character set utf8"
u_db = "use Lianjiadb"
c_tab = "create table if not exists housePrice( \
id int primary key auto_increment,\
housename varchar(50), \
totalprice int)charset=utf8"
warnings.filterwarnings("ignore")
try:
self.cursor.execute(c_db)
self.cursor.execute(u_db)
self.cursor.execute(c_tab)
except Warning:
pass
ins = "insert into housePrice(housename,totalprice) \
values(%s,%s)"
for r_tuple in r_list:
name = r_tuple[0].strip()
price = float(r_tuple[1].strip())*10000
L = [name,price]
self.cursor.execute(ins,L)
self.db.commit()
print("存入數據庫成功")
def workOn(self):
while True:
c = input("爬取按y(q退出):")
if c.strip().lower() == "y":
url = self.baseurl + str(self.page) + "/"
self.getPage(url)
self.page += 1
else:
self.cursor.close()
self.db.close()
print("爬取結束,謝謝使用!")
break
if __name__ == "__main__":
spider = LianjiaSpider()
spider.workOn()
找URL
https://bj.lianjia.com/ershoufang/pg1/
正則
<div class="houseInfo".*?data-el="region">(.*?)</a>.*?<div="totalPrice">.*?<span>(.*?)</span>(.*?)</div>
Web客戶端驗證(參數名:auth)
auth=("用戶名","密碼")
案例 :09_Web客戶端驗證.py
'''09_Web客戶端驗證.py'''
import requests
import re
class NoteSpider:
def __init__(self):
self.headers = {"User-Agent":"Mozilla/5.0"}
self.url = "網址"
self.proxies = {"http":"http://309435365:[email protected]:16817"}
# auth參數存儲用戶名和密碼(必須爲元組)
self.auth = ("賬號","密碼")
def getParsePage(self):
res = requests.get(self.url,
proxies=self.proxies,
headers=self.headers,
auth=self.auth,
timeout=3)
res.encoding = "utf-8"
html = res.text
print(html)
p = re.compile('<a href=".*?>(.*?)</a>',re.S)
r_list = p.findall(html)
print(r_list)
self.writePage(r_list)
def writePage(self,r_list):
print("開始寫入文件...")
with open("達內科技.txt","a") as f:
for r_str in r_list:
f.write(r_str + "\n\n")
print("寫入成功")
if __name__ == "__main__":
spider = NoteSpider()
spider.getParsePage()
SSL證書認證(參數名:verify)
verify = True : 默認,進行SSL證書認證
verify = False: 不做認證
'''10_SSL證書認證示例.py'''
import requests
url = "https://www.12306.cn/mormhweb/"
headers = {"User-Agent":"Mozilla/5.0"}
res = requests.get(url,headers=headers,verify=False)
res.encoding = "utf-8"
print(res.text)
urllib.request中Handler處理器
定義
自定義的urlopen()方法,urlopen()方法是一個特殊的opener(模塊已定義好),
不支持代理等功能,通過Handler處理器對象來自定義opener對象
常用方法
build_opener(Handler處理器對象) :創建opener對象
opener.open(url,參數)
# 創建Handler處理器對象
http_handler = urllib.request.HTTPHandler()
#proxy_handler = urllib.request.ProxyHandler()
# 創建自定義的opener對象
opener = urllib.request.build_opener(http_handler)
# 利用opener對象的open()方法發請求
req = urllib.request.Request(url)
res = opener.open(req)
print(res.read().decode("utf-8"))
Handler處理器分類
HTTPHandler() :沒有任何特殊功能
ProxyHandler(普通代理)
代理: {"協議":"IP地址:端口號"}
ProxyBasicAuthHandler(密碼管理器對象) :私密代理
HTTPBasicAuthHandler(密碼管理器對象) : web客戶端認證
密碼管理器對象作用
私密代理
Web客戶端認證
程序實現流程
創建密碼管理器對象
pwdmg = urllib.request.HTTPPasswordMgrWithDefaultRealm()
把認證信息添加到密碼管理器對象
pwdmg.add_password(None,webserver,user,passwd)
創建Handler處理器對象
私密代理
proxy = urllib.request.ProxyAuthBasicHandler(pwdmg)
Web客戶端
webbasic = urllib.request.HTTPBasicAuthHandler(pwdmg)
# 創建Handler處理器對象
pro_hand = urllib.request.ProxyHandler(proxy)
# 創建自定義opener對象
opener = urllib.request.build_opener(pro_hand)
# opener對象open方法發請求
req = urllib.request.Request(url)
res = opener.open(req)
print(res.read().decode("utf-8"))
爬取貓眼電影排行榜存入MongoDB數據庫
'''06_貓眼電影top100抓取.py'''
import requests
import re
import pymongo
class MaoyanSpider:
def __init__(self):
self.baseurl = "http://maoyan.com/board/4?offset="
self.headers = {"User-Agent":"Mozilla/5.0"}
self.page = 1
self.offset = 0
self.proxies = {"http":"http://309435365:[email protected]:16817"}
self.conn = pymongo.MongoClient("localhost",27017)
self.db = self.conn.Film
self.myset = self.db.top100
# 下載頁面
def loadPage(self,url):
res = requests.get(url,headers=self.headers)
res.encoding = "utf-8"
html = res.text
self.parsePage(html)
# 解析頁面
def parsePage(self,html):
p = re.compile('<div class="movie-item-info">.*?title="(.*?)".*?<p class="star">(.*?)</p>.*?releasetime">(.*?)</p>',re.S)
r_list = p.findall(html)
# print(r_list)
# [("霸王別姬","張國榮","1994-01-01"),(),()...]
self.writeTomysql(r_list)
def writeTomysql(self,r_list):
for r_tuple in r_list:
name = r_tuple[0].strip()
star = r_tuple[1].strip()
releasetime = r_tuple[2].strip()
D = {"name":name,
"star":star,
"releasetime":releasetime}
self.myset.insert(D)
print("存入數據庫成功")
def workOn(self):
while True:
c = input("爬取請按y(y/n):")
if c.strip().lower() == "y":
self.offset = (self.page-1)*10
url = self.baseurl + str(self.offset)
self.loadPage(url)
self.page += 1
else:
print("爬取結束,謝謝使用!")
break
if __name__ == "__main__":
spider = MaoyanSpider()
spider.workOn()