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Data & Analytics · Intermediate

Backfill

Running a pipeline over historical periods to populate or correct past data.

Definition

Backfills are needed after adding a new pipeline, fixing a bug or changing logic. Airflow supports backfills for past data intervals, and partition-overwrite designs make them safe.

Exam tip

Backfills are safe only if the pipeline is idempotent.

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