Model/packages
Khalim Conn-Kowlessar 64fce04169 slice S-B14: cert-calibration E7 codes include 691-696 (electric room heaters)
Hand-trace cert 0340-2394 (73m² mid-floor flat, code 691 electric room
heater, actual SAP 75, predicted 56) confirmed the cert software
applies off-peak rates to electric room heaters when the dwelling has
the E7-tariff hallmarks (electric immersion HW cylinder). Extending
the cert-calibration E7-eligible set from {191-196, 401-409, 421-425}
to add {691-696}.

100-cert parity probe:
  MAE 4.48 → 4.40    (-0.08)
  RMSE 5.81 → 5.63
  bias -0.52 → +0.16 (essentially centered)
  within ±10: 95% → 96%

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-18 16:07:51 +00:00
..
domain slice S-B14: cert-calibration E7 codes include 691-696 (electric room heaters) 2026-05-18 16:07:51 +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/.