因此,在过去的一周里,我一直在研究这部分代码,我设法更好地理解了codelogic。为了让你知道:我试图在crunchbase上收集每个电动汽车公司的创始人信息(姓名,性别,学校信息)。我想我应该做的是创建不同的字典,因为一些信息在页面的不同部分。代码如下:
#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!")由于某些原因,f3 (合并的f1和f2字典)不能打印,当我到达打印点时,我不断收到这个错误:
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发布于 2021-11-16 21:53:04
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,要当前转到每个href,只需使用.get_attribute('href')收集href,然后对它们执行driver.get(href)。这可以防止从页面移动到遍历元素的StaleElementExceptions。这是通过检查每家公司是否有创始人部分,如果他们有多个,然后转到每个页面。
https://stackoverflow.com/questions/69995792
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