Model/packages
Khalim Conn-Kowlessar 175873b48b Slice 59: heat_transmission apportions window area per bp via window_location
`heat_transmission_from_cert` hardcoded all window + door area to the
first sap_building_part (Main) via the `if i == 0` branch. That's
heat-loss-invariant for cohort certs whose per-bp wall U is uniform
(cohort 6 all share wall_construction + wall_insulation_type across
bps) but wrong for cert 001479 where Ext1's wall U=0.26 (filled
cavity, age M) differs sharply from Main's U=0.70 (uninsulated
cavity, age C). Worksheet §3:

  External walls Main  47.13 net × 0.70  = 32.99 (29a)
  External walls Ext1  10.17 net × 0.26  =  2.64 (29a)
  External walls Ext2   5.90      × 0.70 =  4.13 (29a)
  Σ walls                                  39.77

Pre-slice the cascade attributed all 9 windows to Main, leaving
Ext1's 6.37 m² window NOT deducted from Ext1's wall — Ext1 wall area
inflated to 16.54 (gross) instead of 10.17 (net), then multiplied by
the lower U=0.26 → cascade understated walls_w_per_k by ~2.8 W/K.

Add `_window_bp_index` mapping `SapWindow.window_location` (int
from API mapper, "Main"/"Nth Extension" string from Elmhurst) to a
sap_building_parts index. Pre-compute per-bp window areas and use
that in the loop's `net_wall_area` calculation.

Backwards-compat preserved for direct callers passing
`window_total_area_m2` kwarg with an empty `epc.sap_windows` (legacy
single-bp test path): the kwarg total still apportions to Main.
Cohort hand-built fixtures default `window_location=0` so all windows
route to Main — same as the old i==0 logic for those tests.

Cascade behaviour changes for 3 golden certs with non-Main windows
(all 3 in the right direction — residuals tighten toward zero):

  6035-7729: SAP -5 → -4, PE +36.15 → +34.02, CO2 +0.81 → +0.76
  7536-3827: SAP +4 (same), PE -27.17 → -24.73, CO2 -0.72 → -0.66
  8135-1728: SAP +1 (same), PE -16.98 → -16.51, CO2 -0.30 → -0.29

Pins tightened; notes annotated with slice attribution. Cert 001479
chain pin closes from delta 1.63 → 1.37 (cascade SAP 70.64 → 70.38,
target 69.0094) — remaining ~4.4 W/K HLC gap lives in floor U
defaults (Ext1 insulated "As Built") and Ext2 roof area derivation.

70 of 71 chain+golden+heat-transmission tests green; only the cert
001479 chain pin remains RED (load-bearing forcing function).
Pyright net-zero (13-error baseline on heat_transmission.py
preserved).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-24 23:15:03 +00:00
..
domain Slice 59: heat_transmission apportions window area per bp via window_location 2026-05-24 23:15:03 +00:00
fetchers added potential file scaffolding: 2026-05-15 10:56:53 +00:00
repos added potential file scaffolding: 2026-05-15 10:56:53 +00:00
utils added potential file scaffolding: 2026-05-15 10:56:53 +00:00
README.md added potential file scaffolding: 2026-05-15 10:56:53 +00:00

Shared packages

Workspace packages consumed by services/*. Each package is its own Python distribution with its own pyproject.toml; services import via the workspace dependency mechanism ({ workspace = true }).

Package Purpose
domain/ Shared domain types — Property, BaselinePerformance, Plan, Scenario, EpcPropertyData, etc. No persistence, no IO, no business logic.
repos/ Persistence layer — one repo per aggregate. Owns the SQL. Depends on domain.
fetchers/ External API clients (gov EPC, Ofgem, Google Solar, etc.). Depend on domain for response shapes.
utils/ Cross-cutting infra — logging, S3, CloudWatch URL builders, SQS task helpers.

Adding a new shared package

Only when a real second consumer materialises. Don't pre-shatter (repos-epc, repos-property, ...) — split when a deployment needs to drop a dep, not before.

See ../ara_backend_design.md §11 for the broader monorepo layout and ../CONTEXT.md for the domain glossary that names the types living in domain/.