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Khalim Conn-Kowlessar ed8fdc6ae3 Slice S0380.83: Extractor + mapper recognise Exposed / Connected gable_type per RdSAP 10 §3.10
The Elmhurst Summary PDF §8.1 "Room(s) in Roof" per-surface table publishes the
gable-wall environment column with one of four values:

  Party                          → §8.1 party-wall row
  Sheltered                      → §8.1 sheltered external row
  Exposed                        → §8.1 exposed external row
  Connected (to heated space)    → §8.1 internal partition

Per RdSAP 10 §3.10 (PDF p.30-35) "Detailed Room-in-Roof" + Table 4 (p.22)
"Heat-loss surface variants":

  - Exposed gable wall → external wall at the lodged U-value
  - Sheltered gable wall → external wall at the lodged U-value
  - Party gable wall → party wall at U=0.25 (Table 4 row 2)
  - Connected gable wall → internal partition to heated space, NOT a
    heat-loss surface

The extractor was only capturing `gable_type ∈ {"Party", "Sheltered",
"Connected to heated space"}` — neither `"Exposed"` (every external gable
on cert 000565) nor the plain `"Connected"` string (the actual PDF
lodging value, vs the verbose "Connected to heated space" form used on
other Summary schemas) was recognised. Both fell through with
`gable_type=None`, masking the downstream cascade gap (cert 000565
BP[0] Main Gable Wall 1 is lodged "Exposed" at U=0.35 but extracted
as untyped → mapper routes to `gable_wall` party at U=0.25, vs the
worksheet's "Roof room Main Gable Wall 1" at U=0.35).

This slice closes the extractor side only:

  backend/documents_parser/elmhurst_extractor.py:_parse_rir_surface_row
  expands its `gable_type` lookup set to include "Exposed" and the
  plain "Connected" lodging value.

Mapper-side: `_map_elmhurst_rir_surface` (datatypes/epc/domain/mapper.py)
preserves cert 9501's behaviour — its flat-RR elif previously hinged
on `surface.gable_type is None and is_flat`; now extends to
`surface.gable_type in (None, "Exposed") and is_flat` so the same
flat-RR routing fires whichever lodging shape the Summary PDF uses.

Net cascade impact: zero. Cert 9501 (top-floor flat) retains its
RR-gables-as-external routing. Cert 000565 (house) keeps falling
through to the default `gable_wall` (party at U=0.25) routing for
"Exposed" + "Connected" gables — the next slice in the block reroutes
those to external walls + drops Connected surfaces per RdSAP 10
Table 4. This commit is pure data-extraction completion; pin
movement lands when S0380.84 wires the mapper through.

Test baseline: 555 pass + 8 expected `test_sap_result_pin[000565-*]`
fails (was 554 + 8 at S0380.82; one new test pins the spec rule).
Pyright net-zero on touched files (45 errors, matches baseline).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-29 23:00:31 +00:00
.devcontainer added 0.0.7 2026-05-13 16:04:53 +00:00
.github/workflows undo postcodesplitter changes 2026-05-21 10:12:08 +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 local run changes 2026-05-21 10:37:13 +00:00
asset_list redeploy old postcode splitter 2026-05-21 09:46:47 +00:00
backend Slice S0380.83: Extractor + mapper recognise Exposed / Connected gable_type per RdSAP 10 §3.10 2026-05-29 23:00:31 +00:00
backlog implemented onboarding 2026-04-21 20:23:33 +00:00
datatypes Slice S0380.83: Extractor + mapper recognise Exposed / Connected gable_type per RdSAP 10 §3.10 2026-05-29 23:00:31 +00:00
deployment/terraform undo postcodesplitter changes 2026-05-21 10:12:08 +00:00
docs/adr refactor: move docs/sap-spec/ contents into domain/sap10_calculator/ 2026-05-26 13:17:18 +00:00
domain Slice S0380.82: Table 12a Grid 2 dual-rate CO2 + PE for pumps/lighting/shower on off-peak certs 2026-05-29 22:42:27 +00:00
epr_data_exports allowing carbon and energy otimisation by removing slack 2025-07-31 19:13:16 +01:00
etl scaffolding for ml pipeline 2026-05-16 14:15:56 +00:00
infrastructure some excel files are formatted differently 2026-05-20 17:36:20 +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 get rid of comments 2026-05-20 13:21:11 +00:00
recommendations save 2026-05-07 15:55:44 +00:00
repositories tests framework completed 2026-05-20 14:00:19 +00:00
scripts Slice S0380.39: bulk-fetch 38 cohort-2 EPC API JSONs for cross-mapper parity 2026-05-28 16:40:58 +00:00
sfr/principal_pitch added added historic epc data class with shape 2026-05-08 12:03:35 +00:00
survey_report quidos site notes extraction 2025-02-18 19:49:29 +00:00
tests tests framework completed 2026-05-20 14:00:19 +00:00
utilities get rid of comments 2026-05-20 13:21:11 +00:00
utils rename files in sharepoint to desired structure 2026-05-20 16:26:07 +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 fixed merge conflicts from main 2026-05-26 11:21:09 +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 refactor: lift-and-shift packages/domain/src/domain/ml → domain/sap10_ml 2026-05-26 13:01:35 +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 refactor: lift-and-shift packages/domain/src/domain/ml → domain/sap10_ml 2026-05-26 13:01:35 +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
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 refactor: lift-and-shift packages/domain/src/domain/ml → domain/sap10_ml 2026-05-26 13:01:35 +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 infrastructure: typed S3/SQS clients (S3Client, CsvS3Client, SqsClient, Address2UprnQueueClient) 2026-05-19 17:12:21 +00:00
tox.ini removing playright install for integration test 2026-04-30 20:08:13 +00:00
UBIQUITOUS_LANGUAGE.md note kwh service not needing predictions 2026-05-13 21:52:02 +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