gendesign/backend/app
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feat(forecasting): activate §25.3 cannibalization unit-mix axis (4/4), gated (#1169)
Feed candidate_unit_mix into _build_cannibalization (mirrors how #1169 fed
candidate_release_month from the launch window), completing §25.3 to all 4 axes:
class + price + timing + unit-mix, plus geo weight.

- candidate mix from recommend_mix "buckets[].share_pct" (same rule-based
  квартирография as §22 product_tz), extracted + normalized to {bucket: share}.
- _canonical_room_bucket folds recommend_mix RU labels ("1-к 30-45", "80+ м²")
  and manual own_planned_project Latin keys ("1k") into one room-count space —
  without it the L1 similarity would silently be 0 (disjoint keys).
- recommend_mix is HEAVY, so it's GATED: derived only when the own-portfolio has
  >=1 project with a non-empty unit_mix; get_own_portfolio fetched once in
  compute_special_indices and threaded into _build_cannibalization (no double
  fetch). With OWN_DEVELOPER_IDS unset (portfolio empty) → zero added cost on the
  hot §22 report path.
- Graceful (recommend_mix None/empty/raises → axis excluded, None-not-0),
  deterministic. Unit-mix only fires for manual-future own-projects with a mix
  (domrf-current carry unit_mix=None) — expected narrowness, documented.

205 tests; ruff + mypy clean. Scope: special_indices.py + test only; no deps.

Refs #1169
2026-06-09 16:09:29 +05:00
..
api feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3) 2026-06-08 17:45:01 +05:00
core feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00
models feat(jobs): centralized job_settings API + DB-driven beat schedule 2026-05-11 15:38:13 +03:00
observability feat(backend): sentry-sdk init для FastAPI + Celery (#204 backend) (#207) 2026-05-16 15:09:16 +00:00
schemas feat(chat): deterministic §22 chat foundation — POST /api/v1/chat/ask (no LLM) 2026-06-08 17:21:51 +05:00
scrapers Merge pull request 'feat(#263 sub-A): cad_* overlay schemas + cadastre territorial_zones (ПЗЗ)' (#265) from feat/263-sub-a-cad-nspd-overlay-schemas-and-pzz into main 2026-05-17 07:50:08 +00:00
services feat(forecasting): activate §25.3 cannibalization unit-mix axis (4/4), gated (#1169) 2026-06-09 16:09:29 +05:00
templates feat(sf-b7): GET /parcels/{cad}/snapshot.pdf — 1-page WeasyPrint export (#334) 2026-05-17 21:11:03 +00:00
workers feat(macro): land construction price index (СМР) via open Rosstat xlsx (#946) 2026-06-09 11:28:05 +05:00
__init__.py init 2026-04-25 13:45:19 +03:00
main.py feat(chat): deterministic §22 chat foundation — POST /api/v1/chat/ask (no LLM) 2026-06-08 17:21:51 +05:00