b8ea20988f
Closes the second half of the cert 000565 Main 2 work. After Slice
S0380.54 lodged Main 2 on the EpcPropertyData, the water-heating
cascade still derived efficiency from Main 1 (the heat pump) instead
of Main 2 (the gas combi that actually services DHW).
Per the Elmhurst RdSAP convention, `Water Heating SapCode 914` =
"from second main system" — DHW is generated by Main 2, not Main 1.
The §4 / Appendix D2.1 summer-efficiency lookup must therefore key
off Main 2's PCDB Table 105 record (cert 000565: PCDB 15100 Vaillant
Ecotec plus 415, summer η = 88%) rather than Main 1's HP COP.
Implementation:
- New `_water_heating_main(epc)` helper — returns Main 2 when WHC
is in `_WATER_FROM_SECOND_MAIN_CODES = {914}` AND a second main is
lodged; otherwise returns Main 1 (matches prior behaviour for
single-main certs + WHC 901/902 "from main system")
- The water-eff branch at the §4 cascade now reads `water_pcdb_main
= gas_oil_boiler_record(water_main.main_heating_index_number)`
+ `_water_efficiency_with_category_inherit(water_main.sap_main_
heating_code, water_main.main_heating_category, _main_fuel_code(
water_main))` — same logic as before but parametrised by the
water-heating main rather than hard-coded to Main 1
Cert 000565 cascade impact on hot_water_kwh_per_yr pin:
- Before: actual 1,844.66 kWh/yr (= HW heat / HP COP 1.70 — wrong)
Δ −1,910.36 vs U985-0001-000565.pdf expected 3,755.03
After Slice S0380.54 (Main 2 lodged but cascade still using Main 1):
actual 3,919.91 kWh/yr, Δ +164.88 (regression from the no-cascade
baseline because Main 2 PCDB was lodged but water_eff still came
from Main 1's HP-vs-default fallthrough)
- After this slice: actual 3,969.53 kWh/yr (= HW heat / 0.88)
Δ +214.50 — 89% reduction vs the original Main-1 WHC 914 routing,
remaining gap is fine-grained (FGHRS / solar HW / Table 3a no-keep-
hot territory — separate slice)
For single-main certs (the 14 existing Summary fixtures + 8 ASHP
cohort certs): `_water_heating_main` returns Main 1, identical to
the prior `main` reference. Cohort regression check: 472 pass + 10
expected 000565 fails — no broader regression.
Spec source: SAP 10.2 §4 water-heating cascade + Appendix D2.1 (D1
equation) summer-efficiency override; Elmhurst RdSAP water-heating
code 914 ("from second main system").
Pyright net-zero on cert_to_inputs.py (34 errors before, 34 after).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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|---|---|---|
| .devcontainer | ||
| .github/workflows | ||
| .idea | ||
| .vscode | ||
| applications | ||
| asset_list | ||
| backend | ||
| backlog | ||
| datatypes | ||
| deployment/terraform | ||
| docs/adr | ||
| domain | ||
| epr_data_exports | ||
| etl | ||
| infrastructure | ||
| model_data/requirements | ||
| orchestration | ||
| recommendations | ||
| repositories | ||
| scripts | ||
| sfr/principal_pitch | ||
| survey_report | ||
| tests | ||
| utilities | ||
| utils | ||
| .coveragerc | ||
| .dockerignore | ||
| .gitignore | ||
| __init__.py | ||
| ara_backend_design.md | ||
| BaseUtility.py | ||
| CLAUDE.md | ||
| conftest.py | ||
| CONTEXT.md | ||
| devcontainer.sh | ||
| Dockerfile.test | ||
| Dockerfile.test.dockerignore | ||
| Makefile | ||
| MEMORY.md | ||
| package-lock.json | ||
| package.json | ||
| pyproject.toml | ||
| pyrightconfig.json | ||
| pytest.ini | ||
| README.md | ||
| run_lambda_local.sh | ||
| serverless.yml | ||
| test.requirements.txt | ||
| tox.ini | ||
| UBIQUITOUS_LANGUAGE.md | ||
Model Repository
This repository contains the code pertaining to the development of the data science and machine learning products being utilised by Hestia.
The different folders in this repository relate to services that can be used independently, or can be imported and used as part of a larger application
Getting Started
Prerequisites
Dev Container Setup
This repo uses a Docker Compose-based dev container. The model-backend service joins a shared-dev Docker network so it can communicate with other local services (e.g. a frontend container) running on your machine.
VS Code users: The initializeCommand in devcontainer.json creates the shared-dev network automatically before the container starts. No manual step required — just open the repo and select Reopen in Container.
Non-VS Code / CI workflows: Run the following once before starting the container:
make dev-setup
This is idempotent and safe to re-run if the network already exists.
Folders
backend/
This folder contains the code for the fastapi backend service, which provides an interface to much of the functionality in this repository, for the frontend
model_data/
This folder contains related to the reading and preparation of assessment model data, including pulling out epc attributes
Testing
All tests can be run, against the configuration in pytest.ini running
pytest
This will run the complete panel of tests and report on coverage in the locations specified by the pytest.ini file.
To run tests in a specific service, e.g. inside of model_data, simply run
pytest --cov-config=model_data/.coveragerc --cov=model_data
This will produce the test results and coverage reports