如何从隐藏的跨类HTML中刮取链接？

Question

我正在学习网络抓取，因为我从真实的网站抓取真实世界的数据。然而，直到现在我才遇到这种问题。人们通常可以通过右键单击网站的一部分，然后单击检查选项来搜索想要的超文本标记语言源代码。我马上跳到这个例子来解释这个问题。

从上图中，红色标记的span类本来不存在，但是当我把光标放在用户的名字上（甚至没有点击）时，弹出一个该用户的小框，也显示了span类。我最终想要刮取的是嵌入在该span类中的用户配置文件的链接地址。我不确定，但是如果我可以解析那个span类，我想我可以尝试抓取链接地址，但是我一直无法解析那个隐藏的span类。

我没有期望那么多，但是我的代码当然给了我一个空列表，因为当我的光标不在用户名上时，span类没有出现。但是我展示我的代码来展示我所做的。

from bs4 import BeautifulSoup
from selenium import webdriver

#Incognito Mode
option=webdriver.ChromeOptions()
option.add_argument("--incognito")

#Open Chrome
driver=webdriver.Chrome(executable_path="C:/Users/chromedriver.exe",options=option)

driver.get("https://www.tripadvisor.com/VacationRentalReview-g60742-d7951369-or20-Groove_Stone_Getaway-Asheville_North_Carolina.html")
time.sleep(3)

#parse html
html =driver.page_source
soup=BeautifulSoup(html,"html.parser")

hidden=soup.find_all("span", class_="ui_overlay ui_popover arrow_left")
print (hidden)

有没有简单直观的方法可以使用selenium解析隐藏的span类？如果我可以解析它，我可以使用“find”函数解析用户的链接地址，然后循环遍历所有用户以获取所有链接地址。非常感谢。

======================================================================
要添加有关我要检索内容的更详细说明，我想从下图中获取红色箭头指向的链接。谢谢你指出我需要更多的解释。

===========================================到目前为止已更新代码=====================

from bs4 import BeautifulSoup
from selenium import webdriver
from selenium.webdriver import ActionChains
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait as wait
from selenium.webdriver.support import expected_conditions as EC

#Incognito Mode
option=webdriver.ChromeOptions()
option.add_argument("--incognito")

#Open Chrome
driver=webdriver.Chrome(executable_path="C:/Users/chromedriver.exe",options=option)

driver.get("https://www.tripadvisor.com/VacationRentalReview-g60742-d7951369-or20-Groove_Stone_Getaway-Asheville_North_Carolina.html")
time.sleep(3)

profile=driver.find_element_by_xpath("//div[@class='mainContent']")
profile_pic=profile.find_element_by_xpath("//div[@class='ui_avatar large']")

ActionChains(driver).move_to_element(profile_pic).perform()
ActionChains(driver).move_to_element(profile_pic).click().perform()

#So far I could successfully hover over the first user. A few issues occur after this line.
#The error message says "type object 'By' has no attribute 'xpath'". I thought this would work since I searched on the internet how to enable this function.
waiting=wait(driver, 5).until(EC.element_to_be_clickable((By.xpath,('//span//a[contains(@href,"/Profile/")]'))))

#This gives me also a error message saying that "unable to locate the element".
#Some of the ways to code in Python and Java were different so I searched how to get the value of the xpath which contains "/Profile/" but gives me an error.
profile_box=driver.find_element_by_xpath('//span//a[contains(@href,"/Profile/")]').get_attribute("href")
print (profile_box)

还有，在这种情况下，有没有办法迭代xpath？

Answer 1

下面的代码将提取href值。试着让我知道进展如何。

import time
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.common.action_chains import ActionChains
driver = webdriver.Chrome('/usr/local/bin/chromedriver')  # Optional argument, if not specified will search path.
driver.implicitly_wait(15)

driver.get("https://www.tripadvisor.com/VacationRentalReview-g60742-d7951369-or20-Groove_Stone_Getaway-Asheville_North_Carolina.html");

#finds all the comments or profile pics
profile_pic= driver.find_elements(By.XPATH,"//div[@class='prw_rup prw_reviews_member_info_hsx']//div[@class='ui_avatar large']")

for i in profile_pic:
        #clicks all the profile pic one by one
        ActionChains(driver).move_to_element(i).perform()
        ActionChains(driver).move_to_element(i).click().perform()
        #print the href or link value
        profile_box=driver.find_element_by_xpath('//span//a[contains(@href,"/Profile/")]').get_attribute("href")
        print (profile_box)

driver.quit()

import java.util.List;
import java.util.concurrent.TimeUnit;
import org.openqa.selenium.By;
import org.openqa.selenium.WebDriver;
import org.openqa.selenium.WebElement;
import org.openqa.selenium.chrome.ChromeDriver;
import org.openqa.selenium.interactions.Actions;
import org.openqa.selenium.support.ui.ExpectedConditions;
import org.openqa.selenium.support.ui.WebDriverWait;

public class Selenium {

    public static void main(String[] args) {
        System.setProperty("webdriver.chrome.driver", "./lib/chromedriver");
        WebDriver driver = new ChromeDriver();
        driver.manage().window().maximize();
        driver.manage().timeouts().implicitlyWait(10, TimeUnit.SECONDS);
        driver.get("https://www.tripadvisor.com/VacationRentalReview-g60742-d7951369-or20-Groove_Stone_Getaway-Asheville_North_Carolina.html");

        //finds all the comments or profiles
        List<WebElement> profile= driver.findElements(By.xpath("//div[@class='prw_rup prw_reviews_member_info_hsx']//div[@class='ui_avatar large']"));

        for(int i=0;i<profile.size();i++)
        {
            //Hover on user profile photo
            Actions builder = new Actions(driver);
            builder.moveToElement(profile.get(i)).perform();
            builder.moveToElement(profile.get(i)).click().perform();
            //Wait for user details pop-up
            WebDriverWait wait = new WebDriverWait(driver, 10);
            wait.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//span//a[contains(@href,'/Profile/')]")));
            //Extract the href value
            String hrefvalue=driver.findElement(By.xpath("//span//a[contains(@href,'/Profile/')]")).getAttribute("href");
            //Print the extracted value
            System.out.println(hrefvalue);
        }
        //close the browser
        driver.quit(); 

    }

}

输出

https://www.tripadvisor.com/Profile/861kellyd
https://www.tripadvisor.com/Profile/JLERPercy
https://www.tripadvisor.com/Profile/rayn817
https://www.tripadvisor.com/Profile/grossla
https://www.tripadvisor.com/Profile/kapmem

Answer 2

我认为您可以使用请求库而不是selenium。

当您将鼠标悬停在用户名上时，您将获得如下所示的请求URL。

import requests
from bs4 import BeautifulSoup

html = requests.get('https://www.tripadvisor.com/VacationRentalReview-g60742-d7951369-or20-Groove_Stone_Getaway-Asheville_North_Carolina.html')
print(html.status_code)

soup = BeautifulSoup(html.content, 'html.parser')

# Find all UID of username
# Split the string "UID_D37FB22A0982ED20FA4D7345A60B8826-SRC_511863293" into UID, SRC
# And recombine to Request URL
name = soup.find_all('div', class_="memberOverlayLink")
for i in name:
    print(i.get('id'))

# Use url to get profile link
response = requests.get('https://www.tripadvisor.com/MemberOverlay?Mode=owa&uid=805E0639C29797AEDE019E6F7DA9FF4E&c=&src=507403702&fus=false&partner=false&LsoId=&metaReferer=')
soup = BeautifulSoup(response.content, 'html.parser')
result = soup.find('a')
print(result.get('href'))

这是输出：

200
UID_D37FB22A0982ED20FA4D7345A60B8826-SRC_511863293
UID_D37FB22A0982ED20FA4D7345A60B8826-SRC_511863293
UID_D37FB22A0982ED20FA4D7345A60B8826-SRC_511863293
UID_805E0639C29797AEDE019E6F7DA9FF4E-SRC_507403702
UID_805E0639C29797AEDE019E6F7DA9FF4E-SRC_507403702
UID_805E0639C29797AEDE019E6F7DA9FF4E-SRC_507403702
UID_6A86C50AB327BA06D3B8B6F674200EDD-SRC_506453752
UID_6A86C50AB327BA06D3B8B6F674200EDD-SRC_506453752
UID_6A86C50AB327BA06D3B8B6F674200EDD-SRC_506453752
UID_97307AA9DD045AE5484EEEECCF0CA767-SRC_500684401
UID_97307AA9DD045AE5484EEEECCF0CA767-SRC_500684401
UID_97307AA9DD045AE5484EEEECCF0CA767-SRC_500684401
UID_E629D379A14B8F90E01214A5FA52C73B-SRC_496284746
UID_E629D379A14B8F90E01214A5FA52C73B-SRC_496284746
UID_E629D379A14B8F90E01214A5FA52C73B-SRC_496284746
/Profile/JLERPercy

如果你想用硒来获得弹出框，

可以使用ActionChains执行hover（）函数。

但是我认为它比使用请求效率低。

from selenium.webdriver.common.action_chains import ActionChains
ActionChains(driver).move_to_element(element).perform()