将所有链接的Xpath转换为通用的

Question

我正试图从这个链接中提取数据。我通过检查所需元素的路径来编写下面的代码。但这为一篇新闻文章提供了一个特定的路径。如何获得通用路径，以便提取多篇新闻文章，而不必每次都更改路径?

import requests
from datetime import datetime
from bs4 import BeautifulSoup
driver.maximize_window()
driver.implicitly_wait(10)
driver.get("https://finance.yahoo.com/quote/AAPL/news?p=AAPL")
links=[]
date=[]
for i in range(20):
driver.execute_script("window.scrollBy(0, 250)")
time.sleep(1)
all_items = driver.find_elements_by_xpath('//*[@id="latestQuoteNewsStream-0-Stream"]/ul/li[1]')
for item in all_items:
links.append(item.find_element_by_xpath('./div/div/div[2]/h3/a[@href]').text)
date.append(item.find_element_by_xpath('./div/div/div[2]/div[2]/span[2]').text)
time.sleep(2)

Answer 1

我如何获得通用路径，以便我可以提取多个新闻文章不需要每次都改变路径?

这些新闻文章的通用路径应该是这样的:

all_items = driver.find_elements_by_xpath("//a[contains(@class, 'js-content-viewer')]")

这里，我们用包含'js-content-viewer'的类抓取所有'a'标签元素。

在浏览网站时，这似乎是一个通用的类目标，在所有新闻文章中共享。这有助于回答你的问题吗?我相信你是在要求一个选择器，它可以在其他页面上工作，而不是在苹果页面上抓取新闻文章信息。

Answer 2

您可以尝试获取所有文章，然后遍历它们。

all_items = driver.find_elements_by_xpath('//*[@id="latestQuoteNewsStream-0-Stream"]/ul/li')
for item in all_items:
try:
links.append(item.find_element_by_xpath('.//h3/a').get_attribute('href'))
date.append(item.find_element_by_xpath('.//span[contains(text(), "hours")  or contains(text(), "ago")]').text)
except:
pass

这只是一个粗略的答案。这里我使用了try-except块，因为有些广告会导致错误。您可以定义自己的条件来检查li标记是否为Ad。

Answer 3

在Selenium中执行自动化时应该注意以下几点:

1. 以全屏模式启动浏览器
2. 使用显式等待
3. 总是让Selenium看到元素，你可能需要滚动到元素。
4. 您可以通过删除li[1]并替换为li来获得通用xpath
5. 有几篇文章没有日期，所以我们使用try-except来去掉它们。
6. 这是一个动态的网页，(滚动更多的新内容将显示)，我在我的代码number_of_article_to_be_scrapped = 50中保持了一个限制，你可以增加到你想要的数量。

driver = webdriver.Chrome(driver_path)
driver.maximize_window()
#driver.implicitly_wait(30)
wait = WebDriverWait(driver, 50)
driver.get("https://finance.yahoo.com/quote/AAPL/news?p=AAPL")
links=[]
date=[]
first_ele = driver.find_element_by_css_selector("li.js-stream-content")
driver.execute_script("arguments[0].scrollIntoView(true);", first_ele)

number_of_article_to_be_scrapped = 50
j = 1
for i in range(number_of_article_to_be_scrapped):
all_items = driver.find_element_by_xpath(f"//*[@id='latestQuoteNewsStream-0-Stream']/ul/li[{j}]")
driver.execute_script("arguments[0].scrollIntoView(true);", all_items)
print(all_items.find_element_by_xpath('.//descendant::a').get_attribute('href'))
links.append(all_items.find_element_by_xpath('.//descendant::a').get_attribute('href'))
try:
print(all_items.find_element_by_xpath('.//descendant::i/following-sibling::span').text)
date.append(all_items.find_element_by_xpath('.//descendant::i/following-sibling::span').text)
except:
date.append("NA")
pass
j = j + 1
time.sleep(2)
print(links, date)

进口:

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

输出:

https://finance.yahoo.com/video/emmy-award-ratings-surprise-upside-205130601.html
10 hours ago
https://beap.gemini.yahoo.com/mbclk?bv=1.0.0&es=eiSxPhwGIS9SgwPrRfumd5wpg5Pdst0mnxsU_pU90PRd1qXot436mOSvU0GFNktUUDbBvcMpLH09FgnCOjT9Q3XUbEB9p5ljjKcsbJqFKwW7UG7HtWxgMOjJ1iT4KDsUntXFQFywy2NdwT7rnsDFOq.9_FXCoIoSxWha1mhQRuL8yQcthMSUmD13f3cHdyK2rg9ttPuyBXrwahfypRiwo8qkfGQ4AVcU4dnsKTdYomKjpSGKwLU7mAHauyxUnKfV7Ufo9RpxYmxLXbf3IbkElpFuAz6TUBbnwyWDbucbCJzGH7NUhKylPUKaCZQOVGVrf0igTnuGHSxcG79dpJ94_wtregffI2G2A6hZPurudjIyinaFAJpw4V1yFhx19pG7rCnTzLVDti3uJyIVrAeu.KteVFDSk46W1zO8BQsXJ1Nf__wBVbh_dhQTLut6jvtfVynVOpHgjlb193vn2VCs4uYlNGR_eWxcD.YpxIaK5RishaIMDX3l6fiRrll1xTCSpE_S_0x6kVBaVoe.S5MHFt0dsKrTF.RLRIkYrAIFcYgG_c2I7KMnJgjlMkBksth744pjZR423Buff33BuK.DYJhgMMIAD_ri15wuU4b7WnUbSfF8i4VDgZwwG0oNVrbOPCNRsbb1vyv4WoOKBmaK2U5gPz3Drlbg3zjAAvorBKZON.3FRVZjqjpU
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19 hours ago
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https://finance.yahoo.com/m/64bcb782-2cca-37ec-8549-2ca10fd8fc93/dow-jones-futures-dive-on.html
19 hours ago
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19 hours ago
https://finance.yahoo.com/news/septembers-weakness-provides-good-entry-103510276.html
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https://beap.gemini.yahoo.com/mbclk?bv=1.0.0&es=aWfeN8YGIS_JAq3LT0GoCgTl3GDYJ5rIK859daU_nuPf2XIJ2S3fJb3QkgUJ5LO2eoiZUowASU9bI8hxXVtXk_cFXJ03l3d7_Wx4UAcOlQZM7TfaM5AQV.mD0Yv0SrVzQrvoQbUGZiPyieoVDrE1rPYf3PlgmPOmIFR_bHnW_zewtN3PFB9sK2ysoF6VuT2AVvyRBFzNgdwyKpm4ZI7vdbG43MvDD3ZEomt0L5KGwYe4fV9sIxktm8AffNgZD4lBGUvSNJX0TqxmxTJKXWLpGHkVU_OEweOrmRTrOqwuMclVfujs.YFW54W51sClCQ8U4tqCDDFSRA5fEpFMovJ3B3TTGS5v6NZMCC0Ic9L_RhNRY4p7Bly.7LRLlwq6ZSboHaIjew0XUUbbAV9gBAw9DVb9ReH2hc4PSMU2S76z8nZnAyZ5K9IpcUM9B7UAcEz3pvdSkG_GEJ9p16mMH4nSIhYEeTkhx3SJ5UsDk3ogZfBes5qtBgQwdiVgfrLq3q_BJQFqzD.t1txGGVVqyMaOpZnzCTL7bBPaRzzSxAAQ8nj9M2B7YhZ4698NCgM5Uj5rMbKaeJjhPlg5sK5.CzX4Yf2G4A4-
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'https://beap.gemini.yahoo.com/mbclk?bv=1.0.0&es=70XvEXIGIS9mvgVTtvVMQUfHOSv6afBXF_Fh5JiTixXHtvNFKKvBDmOFfTr5LZ0sTt_ejbBP8TWykidrHRcTP5DgHxXMc93aqiAfJcHRAqK4YRjcqN4N.HCVabTua6r3p8fbV1w01V8bPuODeNV1u5mshtW5YBx1W.JieZtFib0ENxLwFW_4unSV8u.9VlVAfMgDBsZhaXfxMl2TjJzX.NFWxETEtXuaCaZhvIaEkOdtvUzMIcPX00mJGLR2GlT8UIcA70gplASjzjKtL9Gw4ArVUb592JQ7Mencbxe0JgKF1Swm9E_6Cf7q7Jc23bS_iwcs5GYoyPz7iY7IUTl0aTDqQ6XcDirY.JQyADAP6RXKOwfAQJ.GKep4Q8JXyABInB9d0TaXX3irm240_W9DExb7jkz2h.z_MeDXREwodMIEHbldfJI_Br2HWQxwnMA3yuehEkNkVuP0CMwOfCmtsUDy8.Zf6BOw5zb6h.q8xhYOi3.wad0Fx2CKMjnTXTTFsHML1nxDgdJLlzSgrHSirXNqCZsNbOigWPqDbcPeu5LYBkGGIC00KBUFo4CrKnrCMZ3kOkGZjLLnaKPHoy.Nz56K62V1uqP6JYUcJFIJb0w8EwqogJdTunonOsGrv_saT1tzA7w6i3welUJ8xBoXW2.JHsUccOwruBNAY4VehYQCDFKkQeGfxHSski4ZyJ3uA6YtaCB0t1tLtp7xXzsGDuSlvUURIRpoVsbTgrpabtL3hYswxH5kaqYib_L8BuhiZQE2qvksJma486eUigfKOZRixzMiC12ZrBEkASZaNDI7w8Ect0kheJbn', 'https://finance.yahoo.com/news/7-warren-buffett-quotes-know-200000130.html', 'https://finance.yahoo.com/m/3d56b93e-1dc1-3417-85c9-8f116559fe96/why-apple-stock-slipped-today.html', 'https://finance.yahoo.com/m/8d4d0b1e-04bf-3e39-b06d-a2d8c9cd2b74/dow-jones-dips-as-white-house.html'] ['10 hours ago', 'NA', '17 hours ago', '6 hours ago', '9 hours ago', '9 hours ago', 'NA', '11 hours ago', '11 hours ago', '11 hours ago', '12 hours ago', 'NA', '13 hours ago', '14 hours ago', '14 hours ago', '15 hours ago', 'NA', '17 hours ago', '17 hours ago', '17 hours ago', '17 hours ago', 'NA', '18 hours ago', '18 hours ago', '18 hours ago', '19 hours ago', 'NA', '19 hours ago', '19 hours ago', '21 hours ago', '21 hours ago', 'NA', 'yesterday', 'yesterday', '2 days ago', '2 days ago', 'NA', '2 days ago', '2 days ago', '2 days ago', '2 days ago', 'NA', '2 days ago', '3 days ago', '3 days ago', '3 days ago', 'NA', '3 days ago', '3 days ago', '3 days ago']