Medallion Layout & Capacity Planner
Turn source count, daily volume, and delivery-team capacity into an opinionated Bronze/Silver/Gold design.
Uses bundled e-commerce source profiles for an offline sizing example. The full guide adds five reference architectures, decision trees, migrations, and production PySpark.
Lakehouse inputs
The planner applies retention, transformation overhead, partition sizing, and team-ownership rules from the guide.
What the full Medallion Architecture Guide adds
- Your data volume, velocity, and variety
- Team size and SQL vs. engineering skill mix
- Regulatory and audit requirements
- Bronze ingestion with Auto Loader and batch fallback
- Silver transformation pipeline with quality gates
- Gold aggregation with incremental processing
Interactive demo — bundled sample assumptions, computed locally in your browser.