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Author SHA1 Message Date
cc6ef80d07 fix(forecasting): thread room_bucket into base_pace/compute_market_metrics for real format ranking (#1593)
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Add `velocity_by_room: dict[str, float] | None` to `MarketMetrics` — per-bucket
unit velocity (ед./мес) derived from the existing `sold_by_room` ROLLUP data that
`_query_sales_window` already returns. No new SQL required.

Thread per-bucket velocity through `_demand_only_overlay` via the new
`_FORECAST_TO_METRIC_BUCKETS` constant that maps each forecast bucket to its
market_metrics room-bucket keys. "80+ м²" sums "4" + "5+" keys. Fallback to
aggregate `unit_velocity` when `velocity_by_room` is None (thin-data path).

Previously `base_pace` was identical for all 5 room-buckets, so §9.4 norm and §9.2
base_pace cancelled out in pace/max_pace and ranking was driven purely by §9.5
macro_coef (segment steepness proxy). Now §9.2 reflects real per-bucket observed
demand from objective_lots.contract_date data.

Callers of `compute_market_metrics` that don't use `velocity_by_room` are unaffected
(the new field is additive to the frozen dataclass). All existing callers verified —
none construct `MarketMetrics` directly except the one production site.
2026-06-17 20:55:34 +03:00
c9ba595abe refactor(forecasting): rename commercial_share_pct → commercial_sell_through_pct (#1635)
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Внутренний recommendation→product_scoring контракт-ключ был мислейблом: величина —
темп распродажи нежилого (sell-through, прокси ликвидности/спроса), а НЕ доля нежилого
в объёме застройки. Переименован ключ + исправлены reason/docstring/комментарии у
потребителя _score_commercial. Числовая логика не изменена. Ключ внутренний (нет
frontend/schema/openapi-потребителей) → rename контракт-безопасен. pytest 171 passed.

Closes #1635
2026-06-17 13:32:03 +05:00
b4eb6a8ad5 fix(forecasting): honest USP gate (di>0) + unit-explicit coverage fraction
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Found by read-only services audit.
- recommendation._usp_from_deficits: skip di<=0 so «стройте его» is never emitted
  for OVERSUPPLIED formats; all-surplus top-K → [] (no white-space niches).
  Aligns with product_scoring._count_positive_usp (di>0). Was: «Дефицит формата
  X — стройте его» for a surplus format, reaching PDF/Excel USP-ниши.
- report_assembler._domrf_coverage: drop ambiguous >1.0 percent-guess; normalize
  per-branch (analyze pct /100, supply_layers fraction as-is). Sub-1% coverage
  (0.8%) no longer read as 80% → no inflated confidence in the near-zero-coverage
  case §15 flags. tests for both + end-to-end no-inflation. 241+148 pass.
2026-06-04 13:25:25 +05:00
691ccef4b7 feat(forecasting): class/commercial/USP §10.2/10.4/10.5 + §16 (#983, 953-B) (#1015)
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2026-06-03 07:52:24 +00:00
72e9b24f2c feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014)
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2026-06-03 07:40:33 +00:00