6c966ffe2b
Rewrites HANDOVER_NEXT.md for the next agent. Two-ticket sequence: 1. Table 3c (immediate): implement SAP10.2 Appendix J §J3 two-profile combi-loss formula + route PCDB records with separate_dhw_tests=2 through it. Closes 000477/000480/000487/000516 from SAP delta +1/+12/+11/+12 to delta=0. Currently those fall through to Table 3a keep-hot 600 kWh/yr default = ~25× overshoot. 2. RdSAP API integration test (end-state): real RdSAP10 API response → EpcPropertyDataMapper → cert_to_inputs → SAP integer == lodged. User generating exotic fixtures to pressure-test first. SPEC_COVERAGE §4 row updated to call out the Table 3c gap. ADR-0010 gains a "Cohort residual hunt + SAP 10.2 rating constants" amendment documenting the 5 component closures (secondary heating, ventilation cert lodgement, Table 4f pumps_fans, SAP 10.2 rating constants, 000477 partial) and naming the deferred Table 3c work. Carries a PCDF parser concern: raw row at index 52 has 13.729 which looks like F2-annual-kWh but parser reads F2 from fields[55] = 0.0. Verify field positions per BRE PCDF Spec §7.11 before assuming F2=0. 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