gendesign/backend/app/services
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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
..
analysis_runs feat(parcels): typed AnalyzeResponse + run-history read endpoints (#961) 2026-06-06 18:13:34 +00:00
cadastre fix(nspd-geo): coerce geom to MultiPolygon + wide cad_buildings schema in on-demand ingest 2026-06-04 13:11:47 +05:00
chat feat(chat): LLM tool-loop + §19 redaction wiring for #957 (Step 2+3) 2026-06-08 17:45:01 +05:00
etl feat(etl): fuzzy matcher v2 — pruned threshold 0.85→0.80 for objective mapping coverage 2026-05-17 16:28:20 +03:00
exporters feat(export): add PPTX presentation export of §22 forecast report (#959) 2026-06-07 14:09:35 +05:00
forecasting feat(forecasting): activate §25.3 cannibalization unit-mix axis (4/4), gated (#1169) 2026-06-09 16:09:29 +05:00
generative deploy.yml: sync compose+Caddyfile from git, reload caddy after up 2026-04-26 13:31:26 +03:00
llm fix(chat): clean квартирография rendering in chat_system prompt (v2, #957) 2026-06-09 15:07:14 +05:00
photos fix ui lag 2026-04-27 20:26:55 +03:00
scrapers feat(macro): land construction price index (СМР) via open Rosstat xlsx (#946) 2026-06-09 11:28:05 +05:00
site_finder feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00
__init__.py init 2026-04-25 13:45:19 +03:00
analytics_queries.py feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014) 2026-06-03 07:40:33 +00:00
analytics_refresh.py fix(scrape): SQLAlchemy text() парсил ':00:' regex как named-param 2026-04-30 23:16:11 +03:00
forecast_request_cache.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
insights.py feat(insights): manual-entry Insight entity CRUD + §19 audit (#948 part A) 2026-06-08 12:41:39 +05:00
job_settings.py fix(cadastre,nspd_sync): SQL syntax bugs surfaced by ekb_full v2 (#186) 2026-05-15 19:18:43 +03:00
objective_etl.py fix(worker): port objective_etl from psycopg2 → psycopg v3 2026-05-11 12:07:57 +03:00
objective_sync_config.py feat(objective): full sync pipeline + dynamic admin config 2026-05-10 19:54:15 +03:00
own_projects.py feat(site-finder): own-portfolio data source for §25.3 cannibalization (#1169 PR1) 2026-06-08 16:21:53 +05:00