Polars

Lightweight Python library for data loading. Auto schema inference, 5000+ sources supported.

Transform data in your warehouse using SQL. Version control, testing, documentation for data models.

Data quality testing with 'Expectations'. Validate scraped data, auto-generate docs, CI/CD integration.