3aba735eee
Updates 000480's build_epc to lodge the §3 worksheet inputs that the prior Simplified Type 1 fallback was approximating: - Detailed §3.10 RR (7 surfaces on Main): 1 flat ceiling 2.31 + 2 stud walls 4.24 + 2 slopes 10.78 — all uninsulated (Table 17 row "none" → U=2.30); plus 2 gable walls 11.33 / 8.47 routed to party at U=0.25 (Table 4 "as common wall"). Per [[feedback-no- misleading-insulation-type]] uninsulated surfaces leave insulation_type unset. - roof_insulation_thickness=300 on Ext1 (Main has no storey-below external roof — the RR floor 19.83 m² covers the entire Main footprint 15.28 m²). Back-solves from U=0.14 / Table 16 row 300mm. - is_exposed_floor=True on Ext1 floor=0 — 000480 line 207 lodges "Exposed floor Ext1 17.01 × U=1.20" (28b), routing via Table 20 rather than the BS EN ISO 13370 ground-contact cascade. The Ext1 sits over an unheated space (passageway / over-garage), not soil. Impact: SAP integer 65 → 67 mid-slice (the Simplified Type 1 fallback was over-estimating the RR shell; detailed lodgement + exposed-floor corrects toward worksheet). The remaining +6 overshoot is the LINE_31 gable_wall overcount bug — closed in slice 16b alongside the new e2e test pin and 000477 door_count revision. No tests pinned for 000480 yet — the new e2e test_elmhurst_000480_ end_to_end_sap_score_matches_pdf lands in 16b once the calculator fix closes Δ=0. Existing 409 tests stay green at this commit. 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