a75052dcca
Three load-bearing files that the post-Slice-95 tests and docs cite but were never tracked: 1. `packages/domain/src/domain/sap/rdsap/tests/fixtures/golden/ 0535-9020-6509-0821-6222.json` — API JSON for cert 001479 (Elmhurst worksheet P960-0001-001479, lodged 31 Oct 2025). Required by `test_api_001479_full_chain_sap_matches_worksheet_pdf_ exactly` (Slice 95's Layer 4 1e-4 gate) and by `test_golden_cert_residual_matches_pin` (residual-from-integer pin path). Without this committed, both tests fail to find the fixture file. 2. `docs/sap-spec/RdSAP 10 Specification 10-06-2025.pdf` — replaces the previously-tracked `rdsap-10-specification-2025-06-10.pdf` (same content, cleaner filename). Cited from 5 source files (`table_32.py`, `pcdb/parser.py`, README.md, SAP_CALCULATOR.md, NEXT_AGENT_PROMPT.md) and every spec-citation commit message in Slices 87-95. Git auto-detected the rename. 3. `docs/sap-spec/PCDF_Spec_Rev-06b_12_May_2021.pdf` — cited from `pcdb/parser.py:69` and the §4-water-heating combi-loss docstrings; needed to validate the PCDB Table 3a/3b/3c routing logic. Also fixes the one stale reference in `test_dimensions.py:471` that still pointed to the old `rdsap-10-specification-2025-06-10 .pdf` filename — now points to the renamed file. 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