【问题标题】:My list (f3) is not printing an output and keeps giving me StaleElementReferenceException?我的列表 (f3) 没有打印输出并不断给我 StaleElementReferenceException?
【发布时间】:2021-12-27 22:09:07
【问题描述】:

所以过去一周我一直在处理这部分代码,并且我设法更好地理解了代码逻辑。让你知道:我正在尝试在 crunchbase 上为每家电动汽车公司收集创始人信息(姓名、性别、学校信息)。我已经想出我应该做的方法是创建不同的字典,因为某些信息位于页面的不同部分。下面是代码:

#imports
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.support import expected_conditions as EC
from selenium.common.exceptions import NoSuchElementException
from selenium.common.exceptions import StaleElementReferenceException
from selenium.common.exceptions import TimeoutException
import pandas as pd
import time

#driver path
PATH = "C:/Program Files (x86)\chromedriver.exe"
driver = webdriver.Chrome(PATH)

#access crunchbase ui
driver.get("https://www.crunchbase.com/search/organizations/field/organization.companies/categories/electric-vehicle")
driver.maximize_window()
time.sleep(5)
print(driver.title)
    
time.sleep(3)
   
#await element location

WebDriverWait(driver, 30).until(EC.presence_of_element_located((By.XPATH, ('//a[@aria-label="Next"][@aria-disabled="false"][@type="button"]'))))
    
#next page
page = driver.find_element_by_xpath('/html/body/chrome/div/mat-sidenav-container/mat-sidenav-content/div/search/page-layout/div/div/form/div[2]/results/div/div/div[1]/div/results-info/h3/a[2]')

company_list = [] ###create dictionary
   
counter = 0
for _ in range(2):
    if counter == 1:
        break
    counter += 1
    
    if page.is_displayed():
        
        time.sleep(25)
        
        #webscrape through iterations/rows
        all_rows = driver.find_elements_by_css_selector("grid-row")
                                                      
        for row in all_rows:
            companyname = row.find_element_by_xpath('.//*[@class="identifier-label"]')
            companyname.click()
            time.sleep(10)
            
            ###founder info
            founders = driver.find_element_by_css_selector("body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout:nth-child(3) > div > div > div.main-content > row-card:nth-child(2) > profile-section > section-card > mat-card > div.section-content-wrapper > div > fields-card:nth-child(1) > ul > li:nth-child(4) > field-formatter > identifier-multi-formatter > span > a")
            ActionChains(driver).move_to_element(founders).perform()
            founders.click()
            f1 = {
                'founder name': driver.find_element_by_xpath('.//*[@class="profile-name"]').text.strip(),
                'founder gender': driver.find_element_by_css_selector('body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout.ng-star-inserted > div > div > div.main-content > row-card:nth-child(1) > profile-section > section-card > mat-card > div.section-content-wrapper > div > fields-card:nth-child(3) > ul > li:nth-child(3) > field-formatter > span').text.strip(),
                }
            fschool = driver.find_element_by_css_selector('body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout.ng-star-inserted > div > div > div.main-content > row-card:nth-child(7) > profile-section > section-card > mat-card > div.section-content-wrapper > div > image-list-card > ul > li > div > field-formatter:nth-child(5) > span')
            ActionChains(driver).move_to_element(fschool).perform()
            f2 = {
                'school': driver.find_element_by_css_selector('body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout.ng-star-inserted > div > div > div.main-content > row-card:nth-child(7) > profile-section > section-card > mat-card > div.section-content-wrapper > div > image-list-card > ul > li > div > a').text.strip(),
                'degree type': driver.find_element_by_css_selector('body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout.ng-star-inserted > div > div > div.main-content > row-card:nth-child(7) > profile-section > section-card > mat-card > div.section-content-wrapper > div > image-list-card > ul > li > div > field-formatter:nth-child(2) > span').text.strip(),
                'degree': driver.find_element_by_css_selector('body > chrome > div > mat-sidenav-container > mat-sidenav-content > div > ng-component > entity-v2 > page-layout > div > div > div > page-centered-layout.ng-star-inserted > div > div > div.main-content > row-card:nth-child(7) > profile-section > section-card > mat-card > div.section-content-wrapper > div > image-list-card > ul > li > div > field-formatter:nth-child(3) > span').text.strip()
                }
            f3 = {**f1, **f2}
            print(f3)
            company_list.append(f1)
        print("next")
        page.click()
    
    
#create dataframe    
df = pd.DataFrame(company_list)

print(df)

#create excel writer object
writer=pd.ExcelWriter('crunchbasedemo.xlsx')

#export to excel
df.to_excel(writer)

writer.save()



print("It's alive!")

由于某种原因,f3(合并的 f1 和 f2 字典)无法打印,当我到达打印点时,我一直收到此错误:

StaleElementReferenceException: stale element reference: element is not attached to the page document

有什么想法吗?

编辑代码:

hrefs=[x.get_attribute('href') for x in driver.find_elements_by_xpath('//a[@class="component--field-formatter field-type-identifier link-accent ng-star-inserted"]')]
names=[x.get_attribute('title') for x in driver.find_elements_by_xpath('//a[@class="component--field-formatter field-type-identifier link-accent ng-star-inserted"]')]
print(names)
print(hrefs)

company_list=[]

for href in hrefs:    
    driver.get(href)
    try: 
        founders=[x.get_attribute('href') for x in driver.find_elements_by_xpath("//li[@class='ng-star-inserted' and contains(.,'Founders')]//a[@class='link-accent ng-star-inserted']")]
        founder_names = [x.get_attribute('title') for x in driver.find_elements_by_xpath("//li[@class='ng-star-inserted' and contains(.,'Founders')]//a[@class='link-accent ng-star-inserted']")]
        print(founder_names)
        for founder in founders:
            driver.get(founder)
            try:
                fschool = driver.find_elements_by_xpath("(//li[@class='ng-star-inserted']//a[@class='link-accent'])[5]")
                ActionChains(driver).move_to_element(fschool).perform() 
                print(fschool)
            except:
                pass
    except: 
        pass

【问题讨论】:

  • f3(合并的 f1 和 f2 字典)在哪里?字典应该是company_list = {}
  • @DebanjanB 在代码中向下滚动
  • 每次点击可能会对 DOM 产生一些影响。这将使您的“all_rows”引用过时。
  • 有什么建议吗? @pcalkins
  • 我建议先获取 hrefs,然后 driver.get 到那些 hrefs。

标签: python html pandas selenium selenium-webdriver


【解决方案1】:

此答案不完整

driver.get("https://www.crunchbase.com/search/organizations/field/organization.companies/categories/electric-vehicle")
driver.maximize_window()
time.sleep(5)
print(driver.title)

hrefs=[x.get_attribute('href') for x in driver.find_elements_by_xpath('//a[@class="component--field-formatter field-type-identifier link-accent ng-star-inserted"]')]
names=[x.get_attribute('title') for x in driver.find_elements_by_xpath('//a[@class="component--field-formatter field-type-identifier link-accent ng-star-inserted"]')]
print(names)
print(hrefs)
company_list=[]
for href in hrefs:    
    driver.get(href)
    try: 
        founders=[x.get_attribute('href') for x in driver.find_elements_by_xpath("//li[@class='ng-star-inserted' and contains(.,'Founders')]//a[@class='link-accent ng-star-inserted']")]
        founder_names = [x.get_attribute('title') for x in driver.find_elements_by_xpath("//li[@class='ng-star-inserted' and contains(.,'Founders')]//a[@class='link-accent ng-star-inserted']")]
        print(founder_names)
        for founder in founders:
            driver.get(founder)
    except:
        pass

输出:

Query Builder | Organizations | Crunchbase
['Bird', 'Rivian', 'Zoomo', 'NIO', 'Tesla', 'Ample', 'Rad Power Bikes', 'Wallbox', 'ChargePoint', 'Ather Energy', 'SES', 'Ola Electric', 'EVgo', 'Canoo', 'Wayve']
['https://www.crunchbase.com/organization/bird', 'https://www.crunchbase.com/organization/rivian-automotive', 'https://www.crunchbase.com/organization/bolt-bikes', 'https://www.crunchbase.com/organization/nextev', 'https://www.crunchbase.com/organization/tesla-motors', 'https://www.crunchbase.com/organization/ample-6b70', 'https://www.crunchbase.com/organization/rad-power-bikes', 'https://www.crunchbase.com/organization/wallbox', 'https://www.crunchbase.com/organization/chargepoint', 'https://www.crunchbase.com/organization/ather-energy', 'https://www.crunchbase.com/organization/solidenergy', 'https://www.crunchbase.com/organization/ola-electric', 'https://www.crunchbase.com/organization/nrg-evgo', 'https://www.crunchbase.com/organization/canoo-tech', 'https://www.crunchbase.com/organization/wayve-9739']
['Travis VanderZanden']
['Robert J. Scaringe']
['Jack Cheng', 'Lihong Qin', 'William Li']
['Elon Musk', 'JB Straubel', 'Marc Tarpenning', 'Martin Eberhard']
['Mike Radenbaugh', 'Tyler Collins']
['Eduard Castañeda Mañé', 'Enric Asunción']
['Arun Vinayak', 'Swapnil Jain', 'Tarun Mehta']
[]
['Andrew Wolstan', 'Richard Kim', 'Stefan Krause', 'Ulrich Kranz']

因此,目前要访问每个 href,只需使用 .get_attribute('href') 然后将 driver.get(href) 收集到它们。这可以防止从页面移动到循环元素时出现的 StaleElementExceptions。这通过检查每个公司是否有创始人部分,如果他们有多个,然后继续访问他们的每个页面。

【讨论】:

  • 那么我将如何检索每个创始人学校呢?
  • 您实际上可以重用您的代码,因为这一切都交给了每个公司的每个创始人。只需将其包装在 try except 中,这样您就可以将每个值设置为 none 以防它不在页面上。
  • 编辑后的代码(上面添加的)由于某种原因没有返回学校信息,并且数据框似乎也失败了......有什么想法吗?
  • 尝试一下,除非你错过了元素并将它们设置为无。
  • 并非所有页面都有相同的 CSS 选择器等等。
猜你喜欢
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 1970-01-01
  • 2015-05-30
相关资源
最近更新 更多