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python - 循环遍历动态表 - python

问题描述

请帮忙。我已经为此工作了好几天，但我无法弄清楚我在哪里弄错了。我试图遍历一个表，但我只得到第一行，没有别的。我究竟做错了什么？我猜我的循环可能是罪魁祸首，但我还是 python 新手，无法弄清楚。我想在一个 excel 文档中结束所有内容

from numpy import fabs
from selenium import webdriver
from selenium.webdriver.common.by import By
import pandas as pd
driver = webdriver.Chrome(r"C:\Users\noree\OneDrive\Documents\chromedriver.exe")

driver.get('https://www.depositaccounts.com/banks/assets.aspx?instType=&stateType=hq&state=')
driver.maximize_window()

#get url largest banks and credit unions by assets

#Show all entries - xpath for show all button
show_all_button = driver.find_element(By.XPATH,'//*[@id="results"]/div/a')

# Click 'Show all' Button
show_all_button.click()   

#scrape the tables
rank = driver.find_elements(By.XPATH, '//*[@id="assetsTable"]/tbody/tr[2]/td[1]')
financial_institution = driver.find_elements(By.XPATH,'//table[@id="assetsTable"]/tbody/tr[2]/td[2]/a')
headquarters = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[3]')
assets = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[4]')
asset_growth = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[5]')
branches = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[6]')
states_with_branches = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[7]')
employees = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[7]')
customer_accounts = driver.find_elements(By.XPATH, '//tbody/tr[2]/td[8]')

#create empty list
bank_results = []
for i in range(len(rank)):
    temporary_data={
        'Rank': rank[i].text,
        'Financial Institution': financial_institution[i].text,
        'Headquarters': headquarters[i].text,
        'Assets': assets[i].text,
        'Asset Growth': asset_growth[i].text,
        'Branches': branches[i].text,
        'States with Branches': states_with_branches[i].text,
        'Employees': employees[i].text,
        'Customer Accounts': customer_accounts[i].text
    }
    bank_results.append(temporary_data)

df_data = pd.DataFrame(bank_results)
df_data

标签： pythonhtmlseleniumselenium-webdriverxpath

解决方案

您的错误来自您只选择一条记录的事实

如果您想要一个最接近您的解决方案：

from selenium.webdriver.support import expected_conditions as EC
 :
 :
url='https://www.depositaccounts.com/banks/assets.aspx?instType=&stateType=hq&state='
driver.get(url)
WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.XPATH, '//*[@id="results"]/div/a'))).click()
time.sleep(3)

records = driver.find_elements(By.XPATH, "//table[@id='assetsTable']//tr[not(./th)]")
nbr_records = len(records)

bank_results = []
for i in range(nbr_records):
    temporary_data={
        'Rank': records[i].find_element(By.XPATH, "./td[1]").text,
        'Financial Institution': records[i].find_element(By.XPATH, "./td[2]").text,
        'Headquarters': records[i].find_element(By.XPATH, "./td[3]").text,
        'Assets': records[i].find_element(By.XPATH, "./td[4]").text,
        'Asset Growth': records[i].find_element(By.XPATH, "./td[5]").text,
        'Branches': records[i].find_element(By.XPATH, "./td[6]").text,
        'States with Branches': records[i].find_element(By.XPATH, "./td[7]").text,
        'Employees': records[i].find_element(By.XPATH, "./td[8]").text,
        'Customer Accounts': records[i].find_element(By.XPATH, "./td[9]").text
    }
    bank_results.append(temporary_data)

xpath = "//table[@id='assetsTable']//tr[not(./th)]"

方法

选择所有不包含标签的trs并且有一个id = assetsTable的父表

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