1 reporting.recipe_families

reporting.recipe_families

Read-only, scene-aware candidate-family opportunity report.

Inputs name exact completed stores and receipt elapsed times. Candidate semantics come from rollouts.inspection; pandas supplies grouped reductions. The within-shell family-removal diagnostic never redraws candidates and is not a policy-level ablation.

1.1 Functions

Name	Description
export_family_report	Export canonically verified tables and descriptive Seaborn figures.
family_statistics	Reduce proposal survival and finite-gain opportunity without pooling cohorts.
read_family_candidates	Bind manifest labels to canonical recipe receipts before reduction.

1.1.1 export_family_report

reporting.recipe_families.export_family_report(manifest_path, output_dir)

Export canonically verified tables and descriptive Seaborn figures.

1.1.2 family_statistics

reporting.recipe_families.family_statistics(candidates, cells)

Reduce proposal survival and finite-gain opportunity without pooling cohorts.

1.1.3 read_family_candidates

reporting.recipe_families.read_family_candidates(cells)

Bind manifest labels to canonical recipe receipts before reduction.