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Verified production pipelines in WFC 2.0

A WFC 2.0 pipeline stores method and validation settings but does not construct an unreviewed target at run time. It accepts an unchanged wf_design_data and an unchanged wf_verified_target.

spec <- wf_pipeline(
  target = target,
  stages = list(
    calibrate = list(method = "raking", tol = 1e-8)
  ),
  validate = list(max_deff = 6, max_margin_dev = 0.01)
)

weights <- wf_run(spec, design, dims)

The explicit population mode receives a verified population target, not a raw population table:

population_spec <- wf_pipeline(
  target = list(mode = "population"),
  stages = list(calibrate = list(method = "raking"))
)

weights <- wf_run(
  population_spec,
  design,
  dims,
  population = target
)

Reference mode works the same way with a target produced by wf_import_reference() and supplied through reference.

Runtime changes to ID or base-weight roles are blocked. A runtime propensity stage cannot be inserted before verified calibration. Declare design roles in wf_prepare_design() and review every weighting method before execution.

wf_audit_export(
  weights,
  "pipeline-audit.json",
  inputs = list(design = design, target = target)
)

The audit records pipeline, design, and target identities. Package release approval does not authorize the specific analysis represented by that audit.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.