无数据库后台权限时，替代Excel导出复制的高效数据获取方案咨询

Hey Jake, I feel your pain—manual data wrangling like this is such a time sink. Since you can't get direct database access, here are some practical, efficient alternatives to automate your workflow:

1. 浏览器自动化脚本（完全模拟手动操作） #

This is probably the most flexible option if the web form doesn't have strict anti-bot measures. You can use tools like Selenium or Playwright to code a script that:

• Opens the web form page
• Fills in your query parameters (e.g., date ranges for hourly/daily reports)
• Clicks the "export" button
• Downloads the Excel file
• Parses the Excel data and pushes it directly to Google Sheet

Here's a quick Python example using Selenium + pandas + gspread:

from selenium import webdriver
import pandas as pd
import gspread
from oauth2client.service_account import ServiceAccountCredentials

# 1. 模拟打开网页并导出Excel
driver = webdriver.Chrome()
driver.get("https://partner-website.com/query-form")
# 填写查询条件（示例：选择今日日期范围）
driver.find_element("id", "start-date").send_keys("2024-05-20")
driver.find_element("id", "end-date").send_keys("2024-05-20")
driver.find_element("id", "export-btn").click()
driver.quit()

# 2. 读取下载的Excel文件
df = pd.read_excel("/path/to/downloaded/report.xlsx")

# 3. 同步到Google Sheet
scope = ["https://spreadsheets.google.com/feeds", "https://www.googleapis.com/auth/drive"]
creds = ServiceAccountCredentials.from_json_keyfile_name("google-creds.json", scope)
client = gspread.authorize(creds)
sheet = client.open("Your Report Sheet").sheet1
# 清空旧数据并写入新数据
sheet.clear()
sheet.update([df.columns.values.tolist()] + df.values.tolist())

Pro tip: Schedule this script to run hourly/daily using cron (Linux/macOS) or Task Scheduler (Windows) to fully automate the process.

2. 利用Google Sheet/Excel的内置工具 #

If the export link follows a predictable pattern (e.g., https://partner-website.com/export?date=2024-05-20), you can skip the manual download step entirely:

• Google Sheet: Use IMPORTDATA() to pull the Excel/CSV file directly into your sheet. For example:

  =IMPORTDATA("https://partner-website.com/export?date="&TEXT(TODAY(), "YYYY-MM-DD"))
  

  Note: This only works if the export doesn't require form submission (i.e., the query parameters are in the URL).
• Excel Power Query: Record a "Get Data from Web" query that mimics your export steps. You can then refresh the query with one click, and set up auto-refresh to run hourly/daily. You can also connect Power Query directly to Google Sheet to sync data automatically.

3. 重新沟通请求简化导出方式 #

Even if you couldn't get database access, it's worth reaching out to your partner again:

• Explain how the manual process is error-prone and takes up valuable time for your team.
• Ask if they can provide:
  • A read-only API endpoint that returns the hourly/daily metrics you need (even a simple CSV/JSON endpoint would work)
  • A scheduled auto-export (e.g., a file that's updated hourly and hosted at a static URL you can access)
    Most partners are willing to help if it reduces their own support overhead in the long run.

4. 浏览器扩展辅助自动化 #

If coding isn't your strong suit, use a user script extension like Tampermonkey to automate the form filling and export steps. You can write a simple script that:

• Auto-fills the query parameters when you open the form page
• Clicks the export button automatically
• Even copies the exported data to your clipboard or sends it directly to Google Sheet via the Sheet API

内容的提问来源于stack exchange，提问作者Jake