delta-lake

What problem does it solve?

Delta Lake design, optimization, and operations guidance to help data teams implement robust, scalable lakehouse architectures.

Core Features & Use Cases

• Design table structures (Liquid Clustering, partitioning, and deletion vectors) to optimize query performance.
• Guide end-to-end Medallion Architecture (Bronze–Silver–Gold) and maintenance plans for Delta tables.
• Provide actionable patterns for MERGE optimization, VACUUM scheduling, and Data Skipping tuning for real-world workloads.

Quick Start

Create a Bronze/Silver/Gold Delta table with CDF and Deletion Vectors enabled, then schedule OPTIMIZE and VACUUM.