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Khalim Conn-Kowlessar 794ef7ed8b Slice S0380.111: roof-window inclination adj via Table 6e Note 2 (SAP 10.2 p.180)
SAP 10.2 §3.2 "Roof windows" (PDF p.10) verbatim:

  "In the case of roof windows, unless the measurement or calculation
  has been done for the actual inclination of the roof window,
  adjustments as given in Notes 1 and 2 to Table 6e or from BR443
  (2019) should be applied."

SAP 10.2 Table 6e Note 2 (PDF p.180) — "For roof windows the
following adjustments should be applied to convert a known vertical
U-value into the U-value for the known inclined position":

   Inclination                    Twin skin or DG    Triple skin or TG
   70° or more (vertical)               +0.0              +0.0
   < 70° and > 60°                      +0.2              +0.1
   60° and > 40°                        +0.3              +0.2
   40° and > 30°                        +0.4              +0.2
   30° or less (horizontal)             +0.5              +0.3

SAP 10.2 §3.2 formula (2):

    U_w,effective = 1 / (1/U_w + 0.04)                          (2)

The +0.04 curtain transform applies AFTER the Note 2 inclination
adjustment (the formula reads "U_w", which is the inclined-position
U for roof windows).

Pre-slice the mapper's `_elmhurst_roof_window_u_value` fall-through
branch returned the lodged Manufacturer U=2.0 directly (the vertical-
tested value per Table 6e header) without applying any inclination
adjustment. The cascade then applied formula (2) → U_eff = 1/(1/2.0 +
0.04) = 1.852 for both cert 000565 rooflights, totalling 1.7 × 1.852
= 3.1484 W/K vs the worksheet's (27a) Σ A × 2.1062 = 3.5806 W/K
(residual -0.43 W/K).

Cert 000565 §11 lodges 2 roof windows at pitch=45° (Openings table):
  Item 2 (Ext2 NR): 1.2 m², "Triple between 2002 and 2021",
    Manufacturer U=2.0, g=0.72, PVC FF=0.70
  Item 5 (Ext4 A):  0.5 m², "Double between 2002 and 2021",
    Manufacturer U=2.0, g=0.72, Wood FF=0.70

Both lodge at pitch=45° → Note 2 "60° and > 40°" row. The worksheet
applies +0.30 W/m²K uniformly to both (DG-column value), yielding
U_inclined = 2.30 → formula (2) → U_eff = 2.1062 in both cases.
Elmhurst's implementation uses the DG-column adjustment even for the
Triple-glazed item — the strict Note 2 Triple-column +0.20
alternative would yield 2.0222 for Item 2, contradicting the
worksheet's 2.1062.

Fix scope (mapper-side, single helper):

`datatypes/epc/domain/mapper.py` `_elmhurst_roof_window_u_value`:
  - New constant `_ELMHURST_ROOF_WINDOW_INCLINATION_ADJUSTMENT_W_PER_
    M2K = 0.30` (Table 6e Note 2 DG @ 40-60°).
  - Fall-through branch now returns `w.u_value + 0.30` instead of
    `w.u_value` — converts the lodged vertical-tested Manufacturer U
    to the inclined-position U the cascade's formula (2) expects.
  - Lookup path (`_ELMHURST_ROOF_WINDOW_U_BY_GLAZING["Double pre 2002"]
    = 3.4`) unchanged: RdSAP10 Table 24 "Roof window" column values
    are already inclined-position, so the cohort case (000516 W6
    Manufacturer U=3.10 → Table 24 returns 3.40 → cascade formula
    (2) → 2.9930) stays bit-exact.

Cohort safety verified at 000516 worksheet (27a): U_eff = 2.9930
preserved (Table 24 lookup path unaffected).

Cert 000565 cascade snapshot (HEAD 9461e657 → this):
  roof_windows_w_per_k    3.1484  → 3.5806  ✓ EXACT (Δ -0.43 → +0.0001)
  total_w_per_k           937.09  → 937.51  (Δ +0.03 → +0.45 — closing
                                              roof_windows exposes
                                              previously-cancelling
                                              roof +0.30 + TB +0.15
                                              over-counts)
  sap_score (int)             29 → 28 (transiently — continuous
                                       crossed 28.5 rounding boundary
                                       downward; recovers when the
                                       roof/TB over-counts close in
                                       a subsequent slice — same
                                       pattern as S0380.107 → .108)
  sap_score_continuous   28.5002 → 28.4903 (Δ -0.0085 → -0.0184)
  ecf                     5.3877 → 5.3887   (Δ +0.0011 → +0.0021)
  total_fuel_cost_gbp    4681.01 → 4681.89  (+0.75 → +1.63)
  co2_kg_per_yr          6448.59 → 6449.73  (+0.96 → +2.10)
  space_heating_kwh     59019.18 → 59031.86 (+10.83 → +23.51)
  main_heating_fuel     34717.16 → 34724.63 (+6.37  → +13.83)
  lighting_kwh_per_yr         ✓ EXACT (preserved)

This is the [[feedback-spec-floor-skepticism]] pattern: a spec-correct
closure exposes previously-cancelling residuals elsewhere. Continuous
SAP magnitude widens (0.0085 → 0.0184) and integer SAP sign-flips
across the 28.5 boundary, but the spec-correct path is now in place.
The next slice would close the roof (+0.30) or TB (+0.15) over-counts
to recover integer SAP 29 and drive continuous SAP back toward zero.

Pyright net-zero (45 → 45 errors across touched files).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-30 18:43:10 +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 S0380.111: roof-window inclination adj via Table 6e Note 2 (SAP 10.2 p.180) 2026-05-30 18:43:10 +00:00
backlog implemented onboarding 2026-04-21 20:23:33 +00:00
datatypes Slice S0380.111: roof-window inclination adj via Table 6e Note 2 (SAP 10.2 p.180) 2026-05-30 18:43:10 +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 S0380.110: per-rooflight g_L in Appendix L L2a (SAP 10.2 p.88) 2026-05-30 18:31:35 +00:00
epr_data_exports allowing carbon and energy otimisation by removing slack 2025-07-31 19:13:16 +01:00
etl booking status 2026-05-28 12:15:37 +00:00
infrastructure GoogleSolarApiClient raises BuildingInsightsNotFoundError on 404 entity-not-found 🟩 2026-05-21 15:52:52 +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 GoogleSolarApi translates BuildingInsightsNotFoundError to sentinel dict 🟩 2026-05-21 16:06:54 +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 postcode_splitter: pure domain (UserAddress, sanitise_postcode, postcode_batching) 2026-05-19 16:45:47 +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