Design data-quality monitoring for production pipelines and stores — checks across the six dimensions (freshness, completeness/volume, uniqueness, validity, consistency/referential integrity, distribution drift), placed at the right pipeline stage (ingest, transform, serving), each with severity, an
Design data-quality monitoring for production pipelines and stores — checks across the six dimensions (freshness, completeness/volume, uniqueness, validity, consistency/referential integrity, distribution drift), placed at the right pipeline stage (ingest, transform, serving), each with severity, an owner, and a failure action (block, quarantine to a reviewable location, or alert-and-pass — never
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