Transformation/Orchestration and schedulingData Engineer

How do I backfill historical partitions for a model?

Run the pipeline with a start and end date. Bruin executes the asset for each partition in the range, so backfills are one command.

Command

bruin run

Defined in

SQL + Python + YAML

Works with

Bruin CLI + your warehouse

What you get

Dependency DAGschedulingbackfillsno separate orchestrator

How it works in code

$ bruin validate ./pipeline
$ bruin run --start-date 2026-01-01 ./pipeline

Run bruin run and Bruin runs the whole graph in dependency order, on schedule.

SQL and Python, one pipeline

Bruin CLI and ingestr are on GitHub.

A demo walks through your own data.

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