8e752e5720
Three coupled API-mapper fixes that close the cert 001479 floor-W/K
gap from +4.39 to EXACT 0.
(1) Upper-floor room_height_m += 0.25 m
SAP 10.2 convention: every storey above the lowest adds 0.25 m to the
lodged room_height for the joist/floor-void contribution (cohort
Elmhurst mapper already applies this via `_UPPER_FLOOR_HEIGHT_ADD_M`
at line 2338). The API schema lodges the raw internal height; the
cascade volume computation needs the +0.25 m before computing party-
wall area and ventilation ACH. For cert 001479 Main floor=1, raw
lodge 2.28 m vs worksheet 2.53 m — without the fix, party W/K was
short by 0.87 (party_wall_length × delta_height × U).
(2) `is_exposed_floor=True` when `bp.floor_heat_loss == 1`
API integer code 1 on `floor_heat_loss` signals an exposed floor (a
bp's lowest storey hanging over an unheated space or external air).
Mirrors the cohort Elmhurst mapper's `_is_floor_exposed_to_unheated_
space` for the API path. Applied only to the lowest storey (floor==0)
per the cohort 000490/000487 fixture convention. For cert 001479
Ext2 (cantilevered upper-storey extension over external air), this
routes the cascade through Table 20's `u_exposed_floor` (U=1.20)
rather than the BS EN ISO 13370 ground-floor formula.
(3) `floor_insulation_thickness="NI" → None` for cascade default
API certs commonly lodge "NI" (no measured thickness) on floors that
aren't actually uninsulated — for newer age bands (I-M with non-zero
Table 19 defaults: 25/75/100/100/140 mm) the cascade should use the
age-band default insulation rather than treating "NI" as explicit
zero. Translate "NI" → None at the mapper boundary so `u_floor`
reaches the Table 19 fallback. For cert 001479 Ext1 (age M, suspended
timber, NI lodged) the cascade now returns U=0.20 via the age-M
140 mm default — previously gave U=1.05 from treating thickness as 0.
**Floor W/K is now EXACT for cert 001479** (23.1705 ✓).
Impact on cert 001479 API path:
Before Slice 87: +3.0752 SAP delta
After Slice 90: +1.5298
After Slice 91: +1.0970
After Slice 92: +1.0022 (floor W/K exact; remaining gap is in
windows / gains — Slice 93)
Golden cert residual updates: 7 of 10 expectations shifted from the
floor cascade improvements (NI→None changed many certs with age I-M
extensions). Spec-compliance shifts; new residuals committed.
Pyright: mapper.py 33 → 33.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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| .devcontainer | ||
| .github/workflows | ||
| .idea | ||
| .vscode | ||
| asset_list | ||
| backend | ||
| backlog | ||
| datatypes | ||
| docs | ||
| epr_data_exports | ||
| etl | ||
| infrastructure/terraform | ||
| model_data/requirements | ||
| packages | ||
| recommendations | ||
| scripts | ||
| services | ||
| sfr/principal_pitch | ||
| survey_report | ||
| utils | ||
| .coveragerc | ||
| .dockerignore | ||
| .gitignore | ||
| __init__.py | ||
| AGENTS.md | ||
| 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_backlog.sh | ||
| 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