Commit graph

6 commits

Author SHA1 Message Date
574ee43577 feat(forecasting): recommendation overlay module + schema/route (#982, 953-A)
Recreate the recommendation.py bridge module + RecommendMixInput
horizon_months/cad_num fields + RecommendForecast{Segment,Overlay} models +
endpoint passthrough + test_recommendation.py — completing the #982 opt-in
whose analytics_queries.recommend_mix wire-in landed in the prior commit.

build_forecast_overlay(db,*,district,cad_num,horizon_months,target_class,
market_buckets) matches the committed call. demand_supply via rank_segments
(cad_num) / demand_only pace-proxy (no cad_num, no fabricated supply, warning).
Pure room/class bridges drift-guarded vs _BUCKET_PRETTY; local §9.x imports
avoid the analytics_queries↔forecasting cycle. 55 tests green.
2026-06-03 12:40:03 +05:00
lekss361
c31da62e8d feat(analytics): recommend_mix v3.1-v3.4 - noise + 2D competitors + 24m cap + success-driven 2026-05-11 22:19:41 +03:00
lekss361
2847262953 feat(analytics): extend recommend comparables with cad_quarter, lat/lon, buildings_n 2026-05-11 17:30:09 +03:00
lekss361
132d57a3f3 fix recommend page 2026-04-29 08:16:22 +03:00
lekss361
7a23aa9edc fix: heartbeat-based zombie autoclean (10min) + Phase A heartbeats; ship recommend velocity calculator
Scraper resume:
- /admin/scrape/queue autoclean уменьшен с 60min started_at до 10min
  COALESCE(heartbeat_at, started_at). Не режет валидные long sweeps.
- Phase A пишет heartbeat после каждого objStatus fetch (3min Phase A
  больше не рискует быть отмеченной как zombie при новом 10min threshold).

Recommend (Уровень 1 калькулятор):
- POST /api/v1/analytics/recommend/mix с velocity baseline (sale_graph),
  price elasticity (regr_slope/r2 на sale_graph, fallback -1.5),
  inverse mode (target_months → required price_factor), liquidity score
  24mo, headline.
- /analytics/recommend: RecommendVelocityPanel (price slider 0.85..1.15
  + 4 KPI Чек/Срок/Темп/Ликвидность + методология эластичности),
  RecommendLiquidityChart (cumulative 0..36 mo с пунктиром на 24).
- BucketsTable: +колонки Темп и Срок, цены/выручка масштабируются по
  priceFactor live.
- Все слайдеры и target_months считаются клиентски — никаких round-trip.

Fix: SQLAlchemy не парсит :cls::text — заменено на CAST(:cls AS TEXT).
2026-04-28 22:54:03 +03:00
lekss361
ecc0dbafd5 add predict 2026-04-27 21:28:02 +03:00