on the server
-Ten tools across the four engines: score_reform (a PolicyEngine reform — the same reform dict as the microsimulation tools — through a chosen macro model; OG-UK runs locally only, and the OBR bridge is in progress); obr_shock and list_reform_variables (OBR — raw variable shocks in model units); forecast_uk, latest_shocks, model_summary (SVAR); and calculate_household, household_reform_impact, list_reform_parameters, population_reform_impact (PolicyEngine). OG-UK scoring stays local-only (a solve takes tens of minutes, so the hosted server excludes it); every other tool above, including population-level reform scoring, runs on the hosted server. The server is serverless and scales to zero — the first call after a quiet spell takes ~10 seconds to wake.
Ten tools across the four engines: score_reform (a PolicyEngine reform — the same reform dict as the microsimulation tools — through a chosen macro model; OG-UK runs locally only, and the OBR bridge is in progress); obr_shock and list_reform_variables (OBR — raw variable shocks in model units); forecast_uk, latest_shocks, model_summary (SVAR); and calculate_household, household_reform_impact, list_reform_parameters, population_reform_impact (PolicyEngine). OG-UK scoring stays local-only (a solve takes tens of minutes, so the hosted server excludes it), and score_reform's OBR arm awaits the static-costing bridge (PolicyEngine/macro#9 — obr_shock covers raw shocks meanwhile); every other tool above, including population-level reform scoring, runs on the hosted server. The server is serverless and scales to zero — the first call after a quiet spell takes ~10 seconds to wake.