Contains projects associated to the development of modeling products
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Jun-te Kim 4d14607e7e Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs
SAP-Schema-16.2 (datatypes/epc/domain/mapper.py):
- 16.2 is structurally an RdSAP-17.1 cert under a different name; add
  _normalize_sap_schema_16_2 (field renames + defaults) and dispatch to the
  tested from_rdsap_schema_17_1 mapper. uprn_100020933699 maps → SAP 71.
- Honour a "Single glazed" windows description when multiple_glazing_type="ND"
  (was defaulting to double) → RdSAP-21 code 5; eng 72→71 (lodged 70).
- 4 regression tests + sap_16_2.json fixture; 0 new pyright errors.

Flat party-wall fix (domain/sap10_calculator/worksheet/heat_transmission.py):
- Full-SAP flats carry flatness in dwelling_type, not property_type, so the
  party-wall default fell through to the 0.25 house value instead of the RdSAP
  Table-15 flat 0.0. Add _is_flat_or_maisonette_dwelling fallback + regression
  test. uprn_10093116529 80→81 (matches the cert's lodged party u_value 0).

Accuracy corpus pins (tests/domain/sap10_calculator/test_real_cert_sap_accuracy.py):
- uprn_10093116543 (SAP-17.1 gas-combi semi): engine 81 (Elmhurst 77; documented
  full-SAP→RdSAP residual — measured wall/floor U + PCDB boiler vs RdSAP defaults).
- uprn_10093116529 (SAP-17.1 g/f flat): engine 81 (Elmhurst 78).

devcontainer: add poppler-utils (pdfinfo) for the documents-parser PDF fixtures.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-16 18:53:00 +00:00
.claude Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +00:00
.devcontainer Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +00:00
.github/workflows Deploy SharePoint renamer as Lambda with SQS trigger 🟩 2026-06-15 10:52:52 +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 #1238 from Hestia-Homes/feature/epc-prediction 2026-06-16 21:58:40 +08:00
asset_list redeploy old postcode splitter 2026-05-21 09:46:47 +00:00
backend Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +00:00
backlog UploadedFile, FileTypeEnum, FileSourceEnum importable from infrastructure.postgres.uploaded_file_table 🟥 2026-06-09 11:42:53 +00:00
datatypes Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +00:00
deployment/terraform correct lambda name 2026-06-15 14:08:40 +00:00
docs Merge remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +00:00
domain Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +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 refactor(epc-prediction): PR review — rename ComparableProperty, relocate PredictionTarget 2026-06-16 13:34:44 +00:00
infrastructure feat(epc-prediction): slice-5c predicted-EPC persistence slot 2026-06-16 03:50:19 +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 pull request #1238 from Hestia-Homes/feature/epc-prediction 2026-06-16 21:58:40 +08:00
recommendations save 2026-05-07 15:55:44 +00:00
repositories refactor(epc-prediction): PR review — rename ComparableProperty, relocate PredictionTarget 2026-06-16 13:34:44 +00:00
sap worksheets S0380.238: single-point instantaneous water heaters incur no distribution loss 2026-06-05 19:00:02 +00:00
scripts Merge remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +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 Add SAP-16.2 schema coverage + single-glazing fix; flat party-wall fix; pin 2 certs 2026-06-16 18:53:00 +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 Checkpoint: UPRN 10093116543 Elmhurst build + devcontainer VNC/Playwright + perms 2026-06-16 15:21:56 +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 remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +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
P960-0001-001431-2.pdf Merge remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +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
playground.py.local-backup Merge remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +00:00
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 remove tests/ from pytest.ini 2026-06-15 12:04:33 +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
Summary_001431-3.pdf Merge remote-tracking branch 'origin/main' into feature/hyde_make_it_more_accurate_with_tests 2026-06-16 15:23:52 +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

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