Source schema drift: vendor added column, ETL silently broken
Средний
Data Engineering
50 мин
Schema drift
Ситуация: Source vendor add column. ETL пропустила column. Downstream broken silently 2 weeks. How prevent next time?
ETL: vendor API → raw → cleaned → analytics. ~50 sources, varied freedoms.
Доступные данные
etl_runs: source, ts, rows_loaded
schema_snapshots: source, ts, schema_json
incidents: ts, source, type
Задачи
- Detection: schema diff vs prev.
- Alert: when meaningful change.
- Action playbook.
- Backfill on detected change.
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