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Looker on Apache Iceberg: Modeling Open Lakehouse Tables in LookML

September 21, 2026 · Vistelio

Iceberg is becoming the default table format for the warehouses Looker sits on: BigLake managed tables in BigQuery, Iceberg tables in Snowflake, and Unity Catalog on Databricks. This tutorial covers how Iceberg reaches a Looker connection, how to model partitions and metadata columns in LookML, where PDTs and caching belong, and the cost traps that only show up on an open lakehouse.

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Native Derived Tables Done Right (explore_source)

August 25, 2026

A native derived table is one built with explore_source, not a SQL table that happens to be ephemeral. This corrected guide shows real NDTs, derived columns, bind_filters, persistence with datagroups, when NDTs beat SQL derived tables, and when transformations belong in dbt instead.

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