Pydantic

Lightning-fast DataFrame library in Rust. 10-100x faster than pandas. Lazy evaluation, out-of-core processing.

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

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