gendesign/backend/app/services/forecasting
Light1YT e33273591b
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perf(objective_lots): inline DISTINCT ON for 3 view-fullscan consumers + cache landing stats (#1953)
#1964 repointed landing/supply_layers/special_indices to v_objective_lots_latest,
whose DISTINCT ON is an optimization barrier — outer WHERE can't push below it, so
the planner full Parallel-Seq-Scans 1.76M rows + external merge sorts (~6-8s) per call.

- landing._query_stats: add 1h in-process TTL cache (homepage /landing/stats was
  uncached; KPI3 full-view-aggregate measured 6.7s/load). Threadpool-aware lock,
  DB query outside lock, only successful result cached. Mirrors weather_cache.
- supply_layers._L1_OPEN_SQL: view->inline DISTINCT ON, stable filters
  (premise_kind/district) pushed below dedup -> Bitmap on district_class_idx.
  district-scoped 5.9s->0.45s (~13x).
- special_indices._ARTIFICIAL_DEMAND_SQL: view->inline 2-layer CTE; stable filters
  before dedup, changing filters (is_sold/contract_date/class) AFTER dedup.
  class has 248 transient physflats -> before-dedup drifted +193 on standard.
  district-scoped 6.7s->0.57s (~12x), EKB-wide 8.1s->5.5s.

Result bit-identical to view, verified on prod across all classes/districts.
Uses existing covering / district_class indexes (no migration).
2026-06-28 21:41:35 +05:00
..
__init__.py feat(forecasting): §13 report assembler (#988, 955-A2) (#1021) 2026-06-03 08:51:23 +00:00
affordability.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
confidence_engine.py fix(report): human RU microcopy in Site Finder Section 6 (#1963) 2026-06-27 17:42:27 +05:00
demand_normalization.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
demand_supply_forecast.py fix(forecast): посегментный+дедуплицированный индекс дефицита (#1959) 2026-06-27 22:50:58 +05:00
macro_coefficient.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
macro_series.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
normalize.py fix(forecasting): count non-zero observations in normalize guard, not zero-filled buckets (#1638) 2026-06-17 20:39:00 +03:00
orchestrator.py fix(forecasting): honest scenarios collapse when β rate-sensitivity gate fails (audit #1871 P1) 2026-06-22 19:06:22 +05:00
product_scoring.py merge: resolve conflicts with main (#1660) into week-review-finish 2026-06-17 20:21:06 +03:00
rate_sensitivity.py feat(forecasting): seasonal (month-of-year) demand normalization (#979) 2026-06-04 11:19:50 +05:00
recommendation.py docs(forecast): исправить устаревшие комментарии #1959 (deep-review follow-up) 2026-06-27 23:02:09 +05:00
regression.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
report.py fix(forecasting): honest scenarios collapse when β rate-sensitivity gate fails (audit #1871 P1) 2026-06-22 19:06:22 +05:00
report_assembler.py fix(objective): physflat-dedup current-state consumers + honest n_sold window (#1964) 2026-06-28 04:27:43 +05:00
sales_series.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
scenarios.py fix(report): human RU microcopy in Site Finder Section 6 (#1963) 2026-06-27 17:42:27 +05:00
special_indices.py perf(objective_lots): inline DISTINCT ON for 3 view-fullscan consumers + cache landing stats (#1953) 2026-06-28 21:41:35 +05:00
what_to_build.py fix(forecast): посегментный+дедуплицированный индекс дефицита (#1959) 2026-06-27 22:50:58 +05:00