Overview

Use your ELT tool to land data in your bucket, use Bauplan to turn that landing zone into safe, queryable Iceberg tables.

Recommended pattern

• Land to S3 (ideally Iceberg-native; otherwise Parquet).
• Register in Bauplan: external table from metadata.json (native Iceberg) or materialize to managed Iceberg from files.
• Work on a branch, run expectations, then merge (WAP).

Two modes

• Native Iceberg: register per table as an external table and advance snapshots intentionally.
• Files (Parquet/CSV): read from prefix, enforce contracts, materialize to Iceberg.

Authorization

Grant the Bauplan Job Executor role read (and optional write) to the landing bucket/prefix used by the ELT tool. If it is a different bucket than your standard one, add it to the role policy.