Google Sheets ETL

About Google Sheets ETL

An open-source tool for live importing all your Google Sheets to your data warehouse. Google Sheets ETL automates the extraction of spreadsheet data into structured tables, bridging the gap between business users and data infrastructure.

Key Features

• 1Connects Google Sheets to data warehouses as a data source or destination
• 2Reads ranges and named tables from Google Sheets into structured data
• 3Writes pipeline outputs back to Sheets for business user review
• 4Handles authentication via Google service accounts
• 5Supports incremental reads by tracking the last-processed row

How Python Data Engineers Use Google Sheets ETL

Python data engineers use the `gspread` library to read business-owned datasets from Google Sheets into pandas DataFrames for pipeline processing. A common pattern is a weekly data feed maintained by a business team in Sheets — Python reads the latest values, validates them with Pydantic, transforms them, and loads them into the warehouse alongside operational data.