gendesign/backend/tests/services/forecasting
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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
..
__init__.py feat(forecasting): monthly macro series + regime classifier (#951b) (#1007) 2026-06-03 05:37:43 +00:00
test_affordability.py fix(affordability): calibrate key_rate->market mortgage spread to 4.5pp 2026-06-04 17:21:29 +05:00
test_confidence_engine.py fix(forecasting): honest USP gate (di>0) + unit-explicit coverage fraction 2026-06-04 13:25:25 +05:00
test_demand_normalization.py feat(forecasting): wire Almon-ADL rate estimator into §9.6 consumers (#978) 2026-06-04 10:33:31 +00:00
test_demand_supply_forecast.py feat(forecasting): add months-of-inventory (MOI) to §9.8 demand-supply forecast 2026-06-05 07:36:59 +05:00
test_macro_coefficient.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
test_macro_series.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
test_normalize.py feat(forecasting): seasonal (month-of-year) demand normalization (#979) 2026-06-04 11:19:50 +05:00
test_orchestrator.py feat(forecasting): §9.x→§22 orchestrator + fix supply-side district resolution (3a) 2026-06-05 08:21:04 +05:00
test_product_scoring.py feat(forecasting): wire Almon-ADL rate estimator into §9.6 consumers (#978) 2026-06-04 10:33:31 +00:00
test_rate_sensitivity.py feat(forecasting): §9.6 key-rate sensitivity module (#951d, advisory) (#1009) 2026-06-03 06:06:16 +00:00
test_recommendation.py fix(forecasting): honest USP gate (di>0) + unit-explicit coverage fraction 2026-06-04 13:25:25 +05:00
test_regression.py feat(forecasting): wire Almon-ADL rate estimator into §9.6 consumers (#978) 2026-06-04 10:33:31 +00:00
test_report.py feat(forecasting): §13 SiteFinderReport object (#987, 955-A1) (#1019) 2026-06-03 08:33:01 +00:00
test_report_assembler.py feat(forecasting): add months-of-inventory (MOI) to §9.8 demand-supply forecast 2026-06-05 07:36:59 +05:00
test_sales_series.py feat(forecast): resolve admin district -> micro set in §9.x market/supply/sales filters 2026-06-05 07:03:37 +05:00
test_scenarios.py feat(forecasting): §11 macro-scenarios (#984, 954-A) (#1016) 2026-06-03 07:59:22 +00:00
test_special_indices.py feat(forecasting): activate §25.3 cannibalization unit-mix axis (4/4), gated (#1169) 2026-06-09 16:09:29 +05:00
test_what_to_build.py feat(forecasting): what-to-build ranker + MAI proxy (#981, 952-B) (#1013) 2026-06-03 07:07:17 +00:00