gendesign/backend/app/services/site_finder
Light1YT 8206a0b067
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perf(forecast): per-request memoization cache for §22 cold build (#1129)
Cold §22 forecast measured ~215-233s on prod: §9.x layers re-execute the same
horizon/segment-invariant DB loads with identical args hundreds of times per
report (profiled: get_competitors x69, market_metrics x124, get_monthly_macro
x290). Add a per-report ContextVar cache (forecast_cache(), opened once in the
orchestrator) + @cached(key_builder) on the expensive §9.x loaders so each
unique load runs ONCE and reuses the same frozen, read-only instance.

Output is byte-identical (memoized producers are frozen dataclasses / read-only
Pydantic, callers never mutate; cache is per-report, discarded on exit; no-op
outside the report build). No concurrency, no signature changes.

- forecast_request_cache.py: ContextVar cache + cached() decorator (no-op
  outside context, reentrant, _MISS sentinel for cached None)
- @cached on competitors/future_supply/market_metrics/macro_series/
  sales_series/macro_coefficient/demand_normalization/regression loaders
- orchestrator: wrap build_site_finder_report in forecast_cache()
- 58 tests: key discrimination (call-counting regression guard), no-op-outside,
  per-report isolation, reentrancy, frozen-producer canary, amplification proof
  (real get_monthly_macro xN->1)

code-reviewer APPROVE (keys correct, mutation-safe, output identical). 1265
forecast/cache tests green. No new deps. Refs #1129.
2026-06-08 05:26:27 +00:00
..
__init__.py init 2026-04-25 13:45:19 +03:00
best_layouts.py fix(sf-21b): weighted AVG in _INLINE_VELOCITY_SQL (best_layouts.py) 2026-05-17 16:56:22 +03:00
cadastre_fetch.py fix(analyze): cad_exists_in_db must require non-NULL geometry 2026-06-03 19:59:59 +05:00
competitors.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
custom_pois.py feat(#254): user_custom_pois — backend schema + CRUD + scoring integration 2026-05-17 09:34:33 +03:00
district_resolver.py feat(forecast): resolve admin district -> micro set in §9.x market/supply/sales filters 2026-06-05 07:03:37 +05:00
filters.py init 2026-04-25 13:45:19 +03:00
functional_zone_lookup.py feat(sf): ingest функц.зон генплана ЕКБ-2045 из ГИСОГД-СО WFS → ekb_genplan_functional_zone (#1137) 2026-06-07 12:03:39 +00:00
future_supply.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
gate_verdict.py feat(#29,#232): wire cad_parcels.permitted_use in analyze + cad_zouit fallback (G2+G3) 2026-05-17 08:17:22 +03:00
granddoc_lookup.py feat(sf): граддокументация (статус+ПАГЕ-реквизиты) из planning_projects в analyze (#1154) 2026-06-07 15:15:03 +00:00
ird_analyze.py feat(sf): врезка pat_subzones в analyze ИРД-блок (#1158) 2026-06-07 17:59:50 +00:00
ird_overlay_lookup.py feat(sf): gknspecial_zone ИРД-harvest → ird_overlays (#1114) 2026-06-07 09:54:53 +00:00
krt_lookup.py feat(sf): КРТ-реквизиты (ekb_krt_sites) в ИРД-блок analyze (#1131) 2026-06-07 11:50:29 +00:00
layout_signature.py fix(sf-08): add euro-1/euro-2 room_bucket for small-format rooms=2 flats 2026-05-17 14:38:48 +03:00
layout_velocity_refresh.py feat(analytics): mv_layout_velocity MV + refresh helper (#113 PR B) (#194) 2026-05-16 08:26:59 +00:00
macro.py feat(macro): ЕМИСС среднедушевые доходы (id=57039) -> macro_indicator (#946 part2) 2026-06-07 18:44:38 +05:00
market_metrics.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
noise_loader.py feat(site-finder): isochrones UI + networks VKH + OSM substations 2026-05-11 21:48:21 +03:00
okn_lookup.py feat(sf): ingest ОКН-объектов ЕКБ из АИС ЕГРКН (точки+категория) → okn_objects (#1141) 2026-06-07 12:51:18 +00:00
parser.py init 2026-04-25 13:45:19 +03:00
pat_lookup.py feat(sf): подзоны ПАТ Кольцово → pat_subzones (#1150) 2026-06-07 14:43:07 +00:00
planning_lookup.py feat(sf): wire ППТ/ПМТ planning_projects в analyze ird-блок (#1105) 2026-06-06 20:50:34 +00:00
poi_loader.py feat(site-finder): v3.1 — cad_parcels_geom, analyze fallback, POI lat/lon, OSM expand 2026-05-11 19:52:19 +03:00
poi_score.py feat(sf-b6): GET /parcels/{cad}/poi-score — weighted top-7 (#333) 2026-05-17 21:11:25 +00:00
pzz_loader.py fix(pzz_loader): replace bare db.rollback() with SAVEPOINT per-row (#124) 2026-05-14 23:29:23 +03:00
quarter_dump_lookup.py fix(#234): address re-review nits — Settings singleton + docstring sync 2026-05-17 09:31:43 +03:00
quarter_price_index_refresh.py feat(db): quarter_price_index FDW foreign table + monthly refresh (Refs #762) (#797) 2026-05-30 17:16:28 +00:00
quarter_price_refresh.py feat(analytics): mv_quarter_price_per_m2 MV + refresh helper (#33 D1 PR A) (#209) 2026-05-16 11:12:01 +00:00
reservation_lookup.py feat(sf): ПАГЕ-парсер изъятия/резервирования → land_reservation (#1118) 2026-06-07 10:15:03 +00:00
scorer.py init 2026-04-25 13:45:19 +03:00
supply_layers.py feat(forecast): resolve admin district -> micro set in §9.x market/supply/sales filters 2026-06-05 07:03:37 +05:00
velocity.py fix(sf-17): rosreestr velocity fallback via cad_quarter (~100% EKB coverage) 2026-05-17 16:50:19 +03:00
weight_profiles.py feat(#114): seed 3 default weight presets + include_system API param 2026-05-16 22:49:56 +03:00
zone_regulation.py feat(sf): zone_regulation_cache — ПЗЗ-регламент по zone_index + числовой экстракт (#1099) 2026-06-06 19:31:28 +00:00