Knowledge Sharing (KS) - Building real-time data pipelines References GitHub - Data Engineering Helpers - KS - Real-time data pipelines (this Git repository) Quick starter with Docker, Kafka, Delta and Polars Medium - Building a real-time data pipeline GitHub companion repository - Building a streaming data pipeline Delta-Lake Delta.io blog - Delta Lake - State of the Project, Part 2, April 2024 Delta.io blog - Delta Lake - State of the Project, Part 1, March 2024 Delta.io docs - Quick start - Python Delta-RS and Delta Kernel Delta.io blog - Delta Kernel, Building Delta Lake connectors, made simple, June 2024 Docs.RS - Delta Kernel GitHub - Delta-Kernel-RS GitHub - Delta-RS Connectors for DuckDB and Polars DuckDB docs - Native Delta Lake Support in DuckDB, June 2024 Delta.io blog - Reading Delta Lake Tables into Polars DataFrames, December 2022