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Khalim Conn-Kowlessar fffb07d04b test(harness): re-pin golden-cert plans to the gain-maximising packages 
Three more pre-existing failures (present at 9ee38211, before this branch's
recent commits; same family as the orchestration multi-measure re-pin) —
golden-cert plan expectations that predate the ASHP generator (ADR-0025)
and the optimiser folding forced dependencies into candidate gain (ADR-0016):

- test_console: a multi-measure plan now leads with air_source_heat_pump,
  not cavity_wall_insulation (which is dropped — its forced ventilation makes
  the pair net-negative). Assert a measure actually in the package.
- test_report 0330: package is now {solid_floor_insulation, air_source_heat_
  pump}; cavity_wall + forced mechanical_ventilation correctly excluded.
- test_report 0036: gain-maximising package is now {solid_floor_insulation,
  low_energy_lighting}.

Same verified-correct optimiser evolution as 077e3a39 (cavity_wall +2.9 SAP
alone but its forced fabric→ventilation dep drags the pair net-negative).
Re-pin to the actual packages + their trigger fields; the forced wall→vent
edge stays covered by test_measure_dependency / test_optimiser.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-15 13:57:27 +00:00
.devcontainer devcontainer: use dynamic host ports so worktrees don't collide 2026-06-08 13:53:22 +00:00
.github/workflows deployment 2026-06-09 14:15:52 +00:00
.idea scaffolding for ml pipeline 2026-05-16 14:15:56 +00:00
.vscode added utils to allow easier subtask management 2026-03-02 15:15:39 +00:00
applications Merge pull request #1198 from Hestia-Homes/feature/bill-derivation 2026-06-12 14:44:30 +01:00
asset_list redeploy old postcode splitter 2026-05-21 09:46:47 +00:00
backend test(worksheet): pin simulated case 38 — mains-gas secondary reproduces worksheet exactly 2026-06-15 13:31:36 +00:00
backlog UploadedFile, FileTypeEnum, FileSourceEnum importable from infrastructure.postgres.uploaded_file_table 🟥 2026-06-09 11:42:53 +00:00
datatypes fix(mapper): handle 'ND' multiple_glazing_type on RdSAP-Schema-20.0.0 2026-06-15 06:43:55 +00:00
deployment/terraform add missing variable to lambda variables 2026-06-09 15:33:35 +00:00
docs Merge remote-tracking branch 'origin/main' into feature/per-cert-mapper-validation 2026-06-13 22:20:15 +00:00
domain fix(modelling): HHR overlay sets off-peak immersion type so HW Table 13 applies 2026-06-15 06:53:14 +00:00
epr_data_exports allowing carbon and energy otimisation by removing slack 2025-07-31 19:13:16 +01:00
etl fix broken unit test 2026-06-11 09:40:09 +00:00
harness Merge branch 'feature/bill-derivation' of https://github.com/Hestia-Homes/Model into feature/junte+khalim 2026-06-12 12:52:40 +00:00
infrastructure python upgraded due to enum 2026-06-12 15:47:28 +00:00
model_data/requirements its working the way khalim wanted wiht postcode and then search that 2026-01-22 15:17:13 +00:00
orchestration Merge branch 'main' of https://github.com/Hestia-Homes/Model into feature/junte+khalim 2026-06-12 13:45:30 +00:00
recommendations save 2026-05-07 15:55:44 +00:00
repositories Merge branch 'main' of https://github.com/Hestia-Homes/Model into feature/junte+khalim 2026-06-12 13:45:30 +00:00
sap worksheets S0380.238: single-point instantaneous water heaters incur no distribution loss 2026-06-05 19:00:02 +00:00
scripts fix(heat-network): apply Table 4c(3) flat-rate charging factor to demand 2026-06-14 01:54:51 +00:00
sfr/principal_pitch 17.1 and 18 done by claude 2026-06-12 12:52:36 +00:00
survey_report quidos site notes extraction 2025-02-18 19:49:29 +00:00
tests test(harness): re-pin golden-cert plans to the gain-maximising packages 2026-06-15 13:57:27 +00:00
utilities tell subtask_handler whether to send TaskOrchestrator to handler, defaulting to True 2026-06-10 12:43:24 +00:00
utils SharePoint folder listing requests 500 items per page to cover alphabetically-late properties 🟩 2026-06-04 15:40:26 +00:00
.coveragerc fixed unit tests 2023-10-05 16:04:12 +01:00
.dockerignore deployment from infrastructure 2026-05-19 12:55:30 +00:00
.gitignore added test for a 1000 examples 2026-06-09 16:02:21 +00:00
__init__.py added checking for directory before creation and made some minor style changes 2023-08-25 15:21:17 +01:00
ara_backend_design.md docs(ara): next-agent handover for Property Baseline (SAP calc) + Modelling 2026-06-04 15:40:26 +00:00
BaseUtility.py fixed missing task and subtask for single remote assessments 2025-11-27 17:50:26 +00:00
CLAUDE.md fixed merge conflicts from main 2026-05-26 11:21:09 +00:00
conftest.py working on integrating new EPC api into address2UPRN 2026-04-27 11:32:44 +00:00
CONTEXT.md Merge branch 'main' of https://github.com/Hestia-Homes/Model into feature/junte+khalim 2026-06-12 13:45:30 +00:00
devcontainer.sh add dev container 2026-04-17 14:50:57 +00:00
Dockerfile.test fix: address 22 project-wide test failures from previous sweep 2026-05-26 13:34:51 +00:00
Dockerfile.test.dockerignore deployment from infrastructure 2026-05-19 12:55:30 +00:00
Makefile adding to dev container to create shared network on start up 2026-04-25 15:03:07 +00:00
MEMORY.md memory 2026-04-02 10:24:31 +00:00
next_claude_prompt.txt scripts? 2026-06-11 07:07:27 +00:00
package-lock.json restructuring openUrpn code 2023-07-20 11:41:43 +01:00
package.json restructuring openUrpn code 2023-07-20 11:41:43 +01:00
pyproject.toml slice 14a: ml_training_data pkg + sample.py (CSV filter + random sample) 2026-05-16 17:39:43 +00:00
pyrightconfig.json slice 14d: build_features wires bulk reader -> mapper -> EpcMlTransform 2026-05-16 18:38:41 +00:00
pytest.ini python upgraded due to enum 2026-06-12 15:47:28 +00:00
README.md adding to dev container to create shared network on start up 2026-04-25 15:03:07 +00:00
run_lambda_local.sh debugging local lambda run and updating the sap point checking condition 2023-09-13 18:47:12 +01:00
serverless.yml added logic to add to serverless 2026-04-22 12:39:44 +00:00
test.requirements.txt tests wrong environemnt 2026-05-29 16:17:06 +00:00
tox.ini removing playright install for integration test 2026-04-30 20:08:13 +00:00
UBIQUITOUS_LANGUAGE.md standardist Address 2026-06-01 16:32:48 +00:00

README.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