gendesign/backend/tests
Light1YT 81df075ccc feat(forecasting): §9.4 demand-normalization coefficient (#951f, advisory)
Add demand_normalization.py: norm = clamp(exp(beta·(rate_future −
rate_window_avg)), 0.5, 1.2). Discounts a sales pace observed under one rate
regime when projecting into a different (higher-rate) future — ТЗ §9.4: don't
carry a low-rate boom pace forward into high rates.

- beta reused from §9.6 rate_sensitivity (PR3, shrunk slope on Δln, gated <0);
  rate_window_avg = mean key_rate over the §9.6 window (PR2 macro_series).
- Honesty gate: β None / §9.6 confidence='low' / no rate window → norm=1.0,
  applied=False, confidence='low' (no naive boom, no fabricated discount).
  applied=False is distinct from a trustworthy coefficient==1.0 (regimes match).
  confidence never exceeds §9.6's.
- Pure normalization_factor() + frozen DemandNormalization + as_dict().
- 26 unit tests, no live DB (mocked PR2/PR3). ADVISORY: not wired into endpoints.

Completes the deterministic §9.4/§9.5/§9.6 forecasting engine (PR2/PR1/PR3/PR4/PR5).
PR6 follow-up: OverflowError guard on exported normalization_factor (unreachable
via orchestrator today, β bounded).
2026-06-03 11:28:10 +05:00
..
api feat(sf-b1): GET /parcels/by-bbox — map entry endpoint + parcel_user_status table (#336) 2026-05-17 21:25:48 +00:00
integration test(infra): integration phantom column gate (#197) (#216) 2026-05-16 13:07:13 +00:00
scrapers feat(site-finder): live CBR key-rate scraper → macro_indicator (#945 PR B) (#964) 2026-06-02 19:05:57 +00:00
services feat(forecasting): §9.4 demand-normalization coefficient (#951f, advisory) 2026-06-03 11:28:10 +05:00
smoke fix(parcels): _parse_floors handle int (post-migration #169) (#176) 2026-05-15 15:08:16 +03:00
sql chore(mv): regression test + sql rule for weighted AVG (#295) (#626) 2026-05-28 13:49:54 +00:00
workers feat(workers): supply-layers refresh task + weekly beat (#950 Step 5) (#1005) 2026-06-02 20:47:05 +00:00
__init__.py init 2026-04-25 13:45:19 +03:00
test_admin_weight_profiles.py feat(#114): seed 3 default weight presets + include_system API param 2026-05-16 22:49:56 +03:00
test_concepts_stub.py init 2026-04-25 13:45:19 +03:00
test_gate_verdict.py feat(#29,#232): wire cad_parcels.permitted_use in analyze + cad_zouit fallback (G2+G3) 2026-05-17 08:17:22 +03:00
test_health.py init 2026-04-25 13:45:19 +03:00
test_layout_signature.py feat(parcels): layout signature schemas + extractor (#113 PR A) (#193) 2026-05-16 07:52:34 +00:00
test_layout_tz_pdf.py feat(layouts): PDF ТЗ endpoint + BestLayoutsBlock UI (#113 PR D) (#199) 2026-05-16 09:53:05 +00:00
test_nspd_client.py fix(#231): address re-review blockers — per-instance semaphore + time_limit + test mocks 2026-05-17 10:13:34 +03:00
test_nspd_sync.py fix(#244): harvest_quarter — CAST CASE WHEN params (psycopg3 AmbiguousParameter) (#246) 2026-05-17 05:53:08 +00:00
test_ping.py feat(backend): add /api/v1/ping liveness endpoint (#634) 2026-05-29 15:53:29 +00:00
test_poi_score.py feat(sf-b6): GET /parcels/{cad}/poi-score — weighted top-7 (#333) 2026-05-17 21:11:25 +00:00
test_quarter_dump_lookup.py feat(site-finder): integrate nspd_quarter_dumps cache в analyze_parcel (#94 Sprint 1.1 FINAL) (#116) 2026-05-13 09:14:19 +03:00
test_rbac.py feat(rbac): pilot scope → только /trade-in/** (#587) 2026-05-26 07:40:44 +00:00
test_sentry_init.py feat(backend): sentry-sdk init для FastAPI + Celery (#204 backend) (#207) 2026-05-16 15:09:16 +00:00
test_velocity.py feat(obj-3): SF backend migrate to objective_lots ground truth (price 0.3% -> 81%) (#324) 2026-05-17 20:08:17 +00:00
test_weight_profiles.py feat(site-finder): weight profiles service — Pydantic + CRUD (#114 sub-PR 2/4) (#137) 2026-05-15 00:29:37 +03:00