H19 Check a model as a product

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H19 Check a model as a product

Goal: Validate relationships together.

Prerequisites: H18.

dr_model_product binds a dm model. The failure exercise replaces just one member table.

training_step(
  "H19",
  {
    model_product <- dr_model_product("portfolio", portfolio_model)
    model_run <- dr_run(model_product, write = FALSE)
    print(dr_collect(model_run))
    orphan_run <- dr_run(
      model_product,
      sources = list(customers = customers[1:2, ]),
      write = FALSE,
      stop_on_failure = FALSE
    )
    print(dr_quality_report(orphan_run))
    stopifnot(model_run$status == "completed", orphan_run$status == "blocked")
  },
  needs = c("H18")
)

Expected result: The complete model runs; removing customer 3 breaks the relationship. Without explicit table contracts this is not complete business validation.

Task: Which policies are affected?