mirror of https://github.com/Hestia-Homes/Model.git synced 2026-06-08 11:17:27 +00:00

History

Khalim Conn-Kowlessar c496f345f8 slice 14l: bigger-run fixes — UCL guard, PV Measurement coercion, sMAPE Three changes surfaced by the 25k 2026 run: - transform._peui_ucl returns None for non-positive raw PEUI (net-exporters). apply_ucl_correction would otherwise raise ValueError on negative input. - PhotovoltaicArray scalars (peak_power, pitch, orientation, overshading) now accept Measurement \| int \| float in the schema; mapper coerces via _measurement_value. - train_baseline reports sMAPE alongside MAPE — handles zero-actual rows (e.g. co2_emissions for net-zero certs) where MAPE explodes. Results at N=25,000 RdSAP 2026 certs (~32s end-to-end): sap_score MAPE=0.064 sMAPE=0.054 R^2=0.762 co2_emissions sMAPE=0.140 R^2=0.890 peui_raw MAPE=0.126 sMAPE=0.120 R^2=0.714 peui_ucl MAPE=0.114 sMAPE=0.108 R^2=0.736 space_heating_kwh MAPE=0.167 sMAPE=0.157 R^2=0.915 hot_water_kwh MAPE=0.089 sMAPE=0.086 R^2=0.737 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>		2026-05-16 21:15:37 +00:00
..
src/domain	slice 14l: bigger-run fixes — UCL guard, PV Measurement coercion, sMAPE	2026-05-16 21:15:37 +00:00
pyproject.toml	slice 13: to_rows(properties) returns pd.DataFrame	2026-05-16 16:43:28 +00:00
README.md	added potential file scaffolding:	2026-05-15 10:56:53 +00:00

README.md

domna-domain

Shared domain types — Property, Properties, BaselinePerformance, Plan, PlanPhase, Scenario, ScenarioPhase, ScenarioSnapshot, Recommendation, OptimisedPackage, EpcPropertyData, etc.

Boundary: types only. No persistence, no IO, no business logic. Other packages and services depend on domna-domain; this package depends on nothing internal.

Domain definitions live in ../../CONTEXT.md. New types added here must match the glossary terms.

Layout

src/domain/
├── __init__.py
├── property.py             # Property, Properties, PropertyIdentity
├── site_notes.py
├── landlord_overrides.py
├── baseline_performance.py # lodged + effective pair (ADR-0004)
├── plan.py                 # Plan, PlanPhase, OptimisedPackage
├── scenario.py             # Scenario, ScenarioPhase, ScenarioSnapshot (ADR-0005)
├── recommendation.py
├── geospatial.py
├── solar.py
├── anomaly_flags.py
└── ml/
    ├── __init__.py
    ├── transform.py        # EpcMlTransform (versioned per §8.3)
    └── schema.py

When datatypes/epc/domain/ folds in, the EPC schema types move under src/domain/epc/.