我有一个代码从Facebook UID抓取好友列表。它起作用但是需要很长时间才能完成整个列表。所以,我希望通过使用多处理和Selenium Grid加快速度。以下是我使用的方法:
这是我的代码,但它不起作用
import multiprocessing
from selenium.common.exceptions import TimeoutException
from bs4 import BeautifulSoup
from selenium import webdriver
def friend_uid_list(uid, driver):
driver.get('https://www.facebook.com/' + uid + '/friends')
//scrape friend list
target.close()
def g(arg):
return friend_uid_list(*arg)
if __name__ == '__main__':
driver = webdriver.Firefox()
driver.get("https://www.facebook.com/")
driver.find_element_by_css_selector("#email").send_keys("email@gmail.com")
driver.find_element_by_css_selector("#pass").send_keys("password")
driver.find_element_by_css_selector("#u_0_m").click()
pool = multiprocessing.Pool(5)
pool.map(g, [(100004159542140,driver),(100004159542140,driver),(100004159542140,driver)])
那么,您能告诉我如何使用Selenium Grid同时使用多个实例吗?我搜索了很多,但不知道如何将其实现到我的代码中。谢谢:))
答案 0 :(得分:2)
这是另一种不使用硒网格的方法。
此方法打开5个firefox实例,以及每个实例上的3个窗口。 Cookie将从主实例中复制。
from pyvirtualdisplay import Display
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
import multiprocessing
display = Display(visible=0, size=(800, 600))
display.start()
d = webdriver.Firefox()
def friend_uid_list(uid, driver):
values = []
for handle in driver.window_handles:
driver.switch_to_window(handle)
# driver.wait_for_element() etc etc
values.append(driver.find_element_by_id('#something'))
# scrape elements
return values
def g(arg):
return friend_uid_list(*arg)
启动实例并登录:
d = webdriver.Firefox()
d.get("https://www.facebook.com/")
d.find_element_by_css_selector("#email").send_keys("email@gmail.com")
d.find_element_by_css_selector("#pass").send_keys("password")
d.find_element_by_css_selector("#loginbutton").click()
启动多个实例:
drivers = [webdriver.Firefox(), webdriver.Firefox(), webdriver.Firefox(), webdriver.Firefox()]
复制localStorage
:
localstorage_kv = d.execute_script("var obj={};for (var i=0,len=localStorage.length;i<len;++i){obj[localStorage.key(i)]=localStorage.getItem(localStorage.key(i));};return obj")
复制Cookie并localStorage
:
for e in drivers:
e.get("https://www.facebook.com/")
for x in d.get_cookies():
e.add_cookie(x)
for k, v in localstorage_kv.items():
e.execute_script('localStorage.setItem("{}", {})'.format(k,v))
e.refresh() # should be logged in now
将初始驱动程序添加回驱动程序数组:
drivers.append(d)
然后遍历uids:
uids = [100004159542140, 100004159542140, 100004159542140, 100004159542140, 100004159542140, 100004159542140]
pool = multiprocessing.Pool(5)
while uids:
for driver in drivers:
if len(driver.window_handles) == 1:
driver.execute_script('window.open("https://www.facebook.com/' + uids.pop() + '/friends")')
driver.execute_script('window.open("https://www.facebook.com/' + uids.pop() + '/friends")')
else:
for handle in driver.window_handles:
handle.get("https://www.facebook.com/" + uids.pop() + "/friends")
return_values = pool.map(g, drivers)
import pdb;pdb.set_trace()
如果你真的想在selenium网格上的节点之间共享cookie,请看:
这大致意味着挑选localStorage
和cookies
并将其转移到每个节点,然后从那里读取cookie到每个节点上的每个实例。