08dd0b4c73
Cert 9390-2722-3520 (community mains-gas boiler scheme, sap_main_heating_
code=301, main_fuel_type=20) emitted CO2 0.44 t vs lodged 2.8 t — 6.4x low.
Root cause: the EPC `main_fuel_type` enum and the SAP Table 12 / Table 32
fuel-code numbering COLLIDE in the 18-25 range. Per
`datatypes/epc/domain/epc_codes.csv` (RdSAP-Schema-17.0) EPC fuel
20 = "mains gas (community)", but Table 12/32 code 20 is a solid biomass
fuel (CO2 0.028, PE 1.046, wood-logs price). The factor lookups
(`co2_factor_kg_per_kwh` / `primary_energy_factor` / `unit_price_p_per_kwh`)
check the Table-12/32 dict FIRST, so the EPC community fuel 20 silently
returned the biomass factor instead of translating 20 -> Table 12 code 51
(community mains gas: CO2 0.210, PE 1.130, mains-gas price).
Fix: new `_heat_network_factor_fuel_code(main)` translates the EPC community
fuel to its Table-12 code via `API_FUEL_TO_TABLE_12`, but ONLY for
heat-network mains (`_is_heat_network_main`) — a genuine biomass boiler
(non-community) keeps its raw Table-12 factor. Applied at the five
heat-network factor sites: space-heating CO2 / PE / unit-price and
water-heating (WHC 901) CO2 / PE. The Summary path is unaffected (it maps
"Mains gas - community" to code 1, no collision), so the community-heating
corpus (CH1-6) is untouched.
Worksheet-validated against simulated case 14 (community boilers + mains
gas, SAP code 301): worksheet (367) CO2 factor 0.2100, (467) PE factor
1.1300 — exactly the Table-12 code-51 values the translator now reaches.
9390 CO2 0.44 -> 3.03 t (lodged 2.8; spec-correct factors over the API-only
register residual per [[feedback-worksheet-not-api-reference]]), PE 204 ->
220 (the spec-correct 1.13 factor; the prior 204≈205 match was the
collision coinciding with the register residual). 9390 is unpinned (retired
at P2.2 per ADR-0010 §10); the translator is locked by two unit tests.
REMAINING (separate follow-up): 9390 SAP +4 is a cost-side gap — the
heat-network cost path does not apply the 1/heat_source_eff (1/0.80)
scaling that the CO2/PE paths do, so community fuel cost under-counts.
Suite: 2616 passed, 1 skipped (community corpus green); the 2
test_rdsap_uvalues stone-formula failures are pre-existing (HEAD
|
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|---|---|---|
| .devcontainer | ||
| .github/workflows | ||
| .idea | ||
| .vscode | ||
| applications | ||
| asset_list | ||
| backend | ||
| backlog | ||
| datatypes | ||
| deployment/terraform | ||
| docs | ||
| domain | ||
| epr_data_exports | ||
| etl | ||
| infrastructure | ||
| model_data/requirements | ||
| orchestration | ||
| recommendations | ||
| repositories | ||
| sap worksheets | ||
| 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