feat(forecasting): §25.3 cannibalization unit-mix axis (4/4), gated (#1169) #1180

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bot-backend merged 1 commit from feat/cannibalization-unitmix-1169 into main 2026-06-09 11:18:00 +00:00

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c9720a6212 feat(forecasting): activate §25.3 cannibalization unit-mix axis (4/4), gated (#1169)
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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