fbbdca49ca
The GOV.UK API `party_wall_construction` field uses a different enum
from the regular `wall_construction` field — RdSAP 10 Table 15 (p.31
"U-values of party walls") defines 5 categories that the API encodes
as integer codes 0..5 plus a "NA" string for extensions without a
party wall. The cascade's `u_party_wall` consumes the SAP10
`wall_construction` enum directly, so passing the raw API code gave
wildly wrong U-values (API code 2 = "Cavity masonry unfilled" →
should produce U=0.5, but cascade interpreted code 2 as SAP10
WALL_STONE_SANDSTONE → 0.0 W/m²K).
Impact on cert 001479 (the only golden fixture with party=2 lodged):
Before: party_walls = 0.00 W/K (cascade applied U=0.0)
After: party_walls = 16.21 W/K (cascade applies U=0.5)
API mapper → cascade SAP delta:
Before Slice 90: +3.0752
After Slice 90: +1.5298
The remaining party-wall shortfall (16.21 vs target 17.07 W/K, -0.87
W/K) is the room_height_m +0.25 SAP convention not yet applied to
the API path — Slice 92 will close that.
Translation table (per `_API_PARTY_WALL_CONSTRUCTION_TO_SAP10`):
0 → None (no party wall present; party_wall_length=0 anyway)
1 → SAP10 code 3 (Solid Brick) → u_party_wall = 0.0
2 → SAP10 code 4 (Cavity) → u_party_wall = 0.5
3 → SAP10 code 4 (Cavity) → cascade emits 0.5 (TODO: 0.2 for
cavity filled needs cascade extension)
4 → None (Unable, house) → u_party_wall default 0.25
5 → None (Unable, flat) → TODO: spec says 0.0 for flats
Schema change: `SapBuildingPart.party_wall_construction` is now
`Optional[Union[int, str]]` (was `Union[int, str]`) — the "0 sentinel
for Unable" convention was already in cohort hand-builts but the type
forbade the cleaner `None` representation. To preserve the dataclass
"no-default after default" rule, `sap_floor_dimensions` gets a
`field(default_factory=list)`.
Translation applied across all 6 from_rdsap_schema_* mappers + the
flagship `from_rdsap_schema_21_0_1` used by 001479.
Pyright: mapper.py 35 → 33 (cleared 7 cohort party_wall type errors
that were pre-existing, balanced against the schema change). Cohort
cascade pins remain GREEN (66 of 66); no new test regression.
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