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Design Data Quality and Observability Pipeline

System Design · Point72 · Medium

Propose a production-grade framework that handles orchestration, data quality, and observability for both batch and streaming data pipelines. Your proposal should cover: Orchestration and dependencies: how you would schedule and coordinate pipelines when some jobs feed others, and how you would enforce ordering, retries, and failure propagation. Data quality checks: what automated validations you would introduce, including threshold-based checks, checks that upstream data is…

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