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Lineage for Orchestration

Why orchestration needs lineage at all, OpenLineage as an event stream, column-level vs table-level lineage and when each matters, backfill blast radius, lineage as an SLA input, and the three kinds of drift no single tool catches.

Why orchestration needs lineage at all, OpenLineage as an event stream, column-level vs table-level lineage and when each matters, backfill blast radius, lineage as an SLA input, and the three kinds of drift no single tool catches.

Intermediate6 chapters· 1h 6m· in Orchestration & Pipelines

Course content

  1. 01Why Orchestration Needs Lineage at AllFree
  2. 02OpenLineage in 60 Seconds🔒
  3. 03Column-Level vs Table-Level Lineage: When Each Matters🔒
  4. 04Backfill Blast Radius🔒
  5. 05Lineage as an SLA Input🔒
  6. 06Drift Detection: Schema, Semantics, Statistics🔒

Prerequisites

↗Freshness and SLA

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