ETL: Transform and Load Data from SQL Server to PostgreSQL This repository contains a simple Python ETL pipeline to extract data from a Microsoft SQL Server database, transform it as needed, and load ...

Polars Native is the clear winner, with ConnectorX → Polars Direct and ConnectorX → Arrow → Polars methods closely following. pyodbc → Pandas and SQLAlchemy → Pandas methods are the slowest, but still ...