Webscraping #shadow-root(open)数据爬取失败求助:代码异常排查
爬取Shadow DOM数据的问题解决
问题概述
尝试爬取页面中#shadow-root(open)内的展商数据,现有代码执行后输出全为"Couldn't Find",期望获取以下结果:
Name: ACEDS - Association of Certified E-Discovery Specialists
Booth: 828
Url: https://www.aceds.org/
错误原因分析
- 方法误用:使用
find_elements()返回元素列表,列表对象没有.text和.get_attribute()方法,应使用find_element()(单数形式)获取单个元素 - 选择器定位错误:官网链接的选择器指向了
div.exhibitor__meta,但实际href属性在该div下的<a>标签中 - 等待条件不足:仅等待元素存在(
presence_of_element_located),未等待元素可见,可能导致元素未渲染完成就进行操作
修正后的代码
from selenium import webdriver from selenium.webdriver.chrome.service import Service from selenium.webdriver.chrome.options import Options from webdriver_manager.chrome import ChromeDriverManager from selenium.webdriver.common.by import By from selenium.webdriver.support.wait import WebDriverWait from selenium.webdriver.support import expected_conditions as EC import time as t options = webdriver.ChromeOptions() options.add_argument("--no-sandbox") options.add_argument('disable-notifications') options.add_argument("start-maximized") options.add_experimental_option("detach", True) browser = webdriver.Chrome(service=Service(ChromeDriverManager().install()), options=options) url = "https://iltacon2022.expofp.com/?aceds-association-of-certified-e-discovery-specialists" browser.get(url) # 等待宿主元素加载并获取shadow root exhibitor_el = WebDriverWait(browser, 15).until( EC.visibility_of_element_located((By.XPATH, '//div[@data-event-id="iltacon2022"]/div')) ) exhibitor_el_shadow_root = exhibitor_el.shadow_root # 等待shadow dom内的展商信息加载完成 WebDriverWait(exhibitor_el_shadow_root, 15).until( EC.visibility_of_element_located((By.CSS_SELECTOR, 'div.exhibitor__bar')) ) # 获取展商名称 try: name = exhibitor_el_shadow_root.find_element(By.CSS_SELECTOR, "div.exhibitor__bar").text except: name = "Couldn't Find" # 获取展位号 try: booth = exhibitor_el_shadow_root.find_element(By.CSS_SELECTOR, "a.exhibitor__categories-booth").text except: booth = "Couldn't Find" # 获取官网链接 try: url = exhibitor_el_shadow_root.find_element(By.CSS_SELECTOR, "div.exhibitor__meta a").get_attribute('href') except: url = "Couldn't Find" print(f"Name: {name}") print(f"Booth: {booth}") print(f"Url: {url}") browser.quit()
验证结果
执行修正后的代码,输出如下:
Name: ACEDS - Association of Certified E-Discovery Specialists Booth: 828 Url: https://www.aceds.org/
内容的提问来源于stack exchange,提问作者BQuist
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