Apache Iceberg Table Cleanup: A Production Guide

https://lakeops.dev/blog/iceberg-table-cleanup

A practitioner's guide to Iceberg table cleanup — snapshot expiration, orphan file removal, manifest rewriting, delete file resolution, streaming challenges, compliance, and cost. Why sequencing matters, where teams break tables, and how to automate the full lifecycle.