如何使用Selenium和Python在Stockrover网站中抓取所有公司名称



如果下面的代码从表中抓取第一个公司名称IBM,我将如何对其进行编码,以从表的第一列中抓取所有公司名称?

相关代码:

table = wait.until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, '#gridview-1070-record-2989')))

例如,我需要的下一个是#gridview-1070-record-2990等等

当前结果:

IBM

期望结果:

IBM
Microsoft Corporation
Apple Corporation
Google
Tesla
etc.

完整代码:

from selenium import webdriver
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.chrome.service import Service
import pandas as pd

options = webdriver.ChromeOptions() 
options.add_argument("start-maximized")
options.add_experimental_option("excludeSwitches", ["enable-automation"])
options.add_experimental_option('useAutomationExtension', False)
ser = Service("./chromedriver.exe")
browser = driver = webdriver.Chrome(service=ser)
driver.execute_cdp_cmd("Page.addScriptToEvaluateOnNewDocument", {
"source": """
Object.defineProperty(navigator, 'webdriver', {
get: () => undefined
})
"""
})
driver.execute_cdp_cmd("Network.enable", {})
driver.execute_cdp_cmd('Network.setUserAgentOverride', {"userAgent": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.53 Safari/537.36'})
wait = WebDriverWait(driver, 30)
driver.get("https://stockrover.com")
wait.until(EC.visibility_of_element_located((By.XPATH, "/html/body/div[1]/div/section[2]/div/ul/li[2]"))).click()
user = driver.find_element(By.NAME, "username")
password = driver.find_element(By.NAME, "password")
user.clear()
user.send_keys("vibajajo64")
password.clear()
password.send_keys("vincer64")
driver.find_element(By.NAME, "Sign In").click()
wait = WebDriverWait(driver, 30)

table = wait.until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, '#gridview-1070-record-2989')))
for tab in table:
print(tab.text)

要从网站stockrover内的所有<table>元素中提取和打印文本,例如IBMMicrosoftCorporation等,而不是presence_of_all_elements_located((,您需要诱导WebDriverWait等待visibility_of_all _elements_located((,您可以使用以下定位器策略之一:

  • 使用CSS_SELECTOR

    print([my_elem.text for my_elem in WebDriverWait(driver, 20).until(EC.visibility_of_all_elements_located((By.CSS_SELECTOR, "table[id^='gridview-1070-record']")))])
    
  • 使用XPATH:

    print([my_elem.text for my_elem in WebDriverWait(driver, 20).until(EC.visibility_of_all_elements_located((By.XPATH, "//table[starts-with(@id, 'gridview-1070-record')]")))])
    
  • 注意:您必须添加以下导入:

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

您可以将相关代码放入for循环中,然后根据类似的索引格式化输入的字符串以进行搜索

table = []
for i in range(2989,"""the number of the last record you need"""):
table.append(wait.until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, '#gridview-1070-record-{}'.format(i)))))

这将为您提供一系列公司

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