Validate Your Data Product
Use this guide after your product runtime artifact has been deployed through the organization-approved path.
Business Output Evidence
Section titled “Business Output Evidence”For hello-orders, pass criteria are:
- The
mart_daily_ordersoutput exists. order_countis greater than zero for at least one day.total_order_valueis positive for at least one day.
Runtime Evidence
Section titled “Runtime Evidence”- Dagster shows the latest product run succeeded.
- The run used the expected product image or code location.
- The run read the compiled artifacts generated for the product version.
Lineage And Telemetry Evidence
Section titled “Lineage And Telemetry Evidence”- Marquez shows the product job and output dataset.
- Jaeger or your configured trace backend shows traces for the product run.
- OpenLineage and OpenTelemetry evidence use the platform namespace and product name from compiled artifacts.
Escalation Boundary
Section titled “Escalation Boundary”Escalate to the Platform Engineer when multiple products fail the same platform service, when a service URL in the Platform Environment Contract is unreachable, or when the runtime cannot access approved secrets. Keep product model failures, dbt test failures, and invalid floe.yaml changes within the data product team first.