Model/packages
Khalim Conn-Kowlessar 6bfb0614aa Slice 19a: strict cascade-pin scoreboard for SapResult vs U985 PDFs
Replaces the loose collection of fixture-specific SAP score tests +
parametrized lighting / pumps_fans / secondary spot-checks with a
single strict cascade pin: every SapResult float field vs PDF line
ref at abs=1e-4, every fixture × field pair as its own parametrized
case. 66 cases (11 fields × 6 fixtures); 18 pass, 48 fail.

Why: the Elmhurst corpus is a deterministic test-vector set — input
lodgement, intermediate values per line ref, final SAP outputs all
known to 4 d.p. To replicate SAP 10.2 exactly there is no reason to
accept tolerance >0 on the final outputs. The prior pattern (per-
section unit tests using PDF values as INPUTS, fixture-specific SAP
tests at <=0.5 continuous, fuel-cost tests at rel=0.05 / rel=0.15)
let cascade biases propagate without surfacing as named failures.

Pin matrix:

  field                              | 474 | 477 | 480 | 487 | 490 | 516
  -----------------------------------|-----|-----|-----|-----|-----|-----
  sap_score (int)                    |  ✓  |  ✓  |  ✓  |  ✗  |  ✓  |  ✓
  sap_score_continuous               |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  ecf                                |  ✗  |  ✗  |  ✓  |  ✗  |  ✗  |  ✗
  total_fuel_cost_gbp                |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  co2_kg_per_yr                      |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  space_heating_kwh_per_yr           |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  main_heating_fuel_kwh_per_yr       |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  secondary_heating_fuel_kwh_per_yr  |  ✓  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  hot_water_kwh_per_yr               |  ✗  |  ✗  |  ✗  |  ✗  |  ✗  |  ✗
  lighting_kwh_per_yr                |  ✓  |  ✓  |  ✓  |  ✓  |  ✓  |  ✗
  pumps_fans_kwh_per_yr              |  ✓  |  ✓  |  ✓  |  ✓  |  ✓  |  ✓

Each failing test name is the work queue. No tolerance widening, no
xfail — a failing pin is a named calculator bug. Subsequent slices
close them one at a time.

Existing loose-tolerance tests in test_fuel_cost.py (rel=0.15 for
000474 and rel=0.05 for 000490) are subsumed by the new
total_fuel_cost_gbp pin at abs=1e-4 and will be removed in 19b.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-22 22:28:59 +00:00
..
domain Slice 19a: strict cascade-pin scoreboard for SapResult vs U985 PDFs 2026-05-22 22:28:59 +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/.