-- 100_fix_mv_layout_velocity_weighted_avg.sql -- SF Bug #21 (P0) — mv_layout_velocity использовал unweighted AVG() по -- deals_total_avg_area_m2 и deals_total_avg_price_thousand_rub_per_m2. -- objective_corpus_room_month хранит строки за каждый (project, room, month) -- включая месяцы с 0 сделок (count=0, area=0, price=0). Нули тянули -- среднее вниз в 2-14×. Примеры (verified prod): -- obj 65307, room=3: 114 месяцев, 106 нулевых → AVG=7.4 м² vs weighted=105.8 м² -- obj 65903, room=4+: 36 мес, 33 нулевых → AVG=9.1 м² vs weighted=109.0 м² -- -- Fix: заменяем AVG(x) на SUM(x * count) / NULLIF(SUM(count), 0) — weighted average. -- -- Dependencies: mv_layout_velocity не имеет зависимых VIEW/MV (проверено 2026-05-17). -- Existing indexes: mv_layout_velocity_pk (UNIQUE obj_id, room_bucket), -- mv_layout_velocity_obj_idx (obj_id) — пересоздаются ниже. -- -- ВАЖНО: этот файл выполняет DROP + CREATE + REFRESH (non-concurrent, блокировка ~30 с). -- REFRESH CONCURRENTLY после первого populate — безопасен через layout_velocity_refresh.py. -- -- Deploy order: SQL migration → app deploy (никаких backend изменений в этом PR). -- Idempotency: DROP IF EXISTS → безопасен при повторном запуске. BEGIN; DROP MATERIALIZED VIEW IF EXISTS mv_layout_velocity CASCADE; CREATE MATERIALIZED VIEW mv_layout_velocity AS WITH last24mo AS ( SELECT ocm.project_name, CASE WHEN ocm.room_bucket = 'студия' THEN 'studio' ELSE ocm.room_bucket END AS room_bucket, ocm.deals_total_count, ocm.deals_total_avg_area_m2, ocm.deals_total_avg_price_thousand_rub_per_m2, ocm.deals_total_vol_m2, ocm.report_month FROM objective_corpus_room_month ocm WHERE ocm.report_month >= (NOW() - INTERVAL '24 months')::date ) SELECT cm.domrf_obj_id AS obj_id, l.room_bucket, SUM(l.deals_total_count)::int AS total_deals_24mo, -- FIX SF #21: weighted average — нули из месяцев без сделок не тянут вниз. -- Формула: SUM(avg_x * count) / SUM(count) эквивалентна SUM(total_x) / SUM(count), -- т.к. avg_x = total_x / count за один месяц → произведение восстанавливает total_x. (SUM(l.deals_total_avg_area_m2 * l.deals_total_count) / NULLIF(SUM(l.deals_total_count), 0))::numeric(10, 2) AS avg_area_m2, (SUM(l.deals_total_avg_price_thousand_rub_per_m2 * l.deals_total_count) / NULLIF(SUM(l.deals_total_count), 0))::numeric(12, 2) AS avg_price_thousand_rub_per_m2, SUM(l.deals_total_vol_m2)::numeric(12, 2) AS total_vol_m2, MIN(l.report_month) AS window_start, MAX(l.report_month) AS window_end, COUNT(DISTINCT l.report_month)::int AS months_with_data FROM last24mo l JOIN objective_complex_mapping cm ON cm.objective_complex_name = l.project_name WHERE l.room_bucket IS NOT NULL AND cm.domrf_obj_id IS NOT NULL AND cm.objective_group = 'Екатеринбург' GROUP BY cm.domrf_obj_id, l.room_bucket WITH NO DATA; -- UNIQUE index: required for REFRESH CONCURRENTLY (periodic via layout_velocity_refresh.py). -- GROUP BY (obj_id, room_bucket) guarantees uniqueness. CREATE UNIQUE INDEX mv_layout_velocity_pk ON mv_layout_velocity (obj_id, room_bucket); -- Lookup index for /best-layouts endpoint queries by obj_id. CREATE INDEX mv_layout_velocity_obj_idx ON mv_layout_velocity (obj_id); -- Initial populate (non-concurrent — MV just created, CONCURRENTLY requires populated MV). -- Блокировка ~30 с на production при ~19 738 source rows. REFRESH MATERIALIZED VIEW mv_layout_velocity; COMMENT ON MATERIALIZED VIEW mv_layout_velocity IS 'Per-(obj_id, room_bucket) deals aggregation за last 24 months. ' 'WEIGHTED average площади и цены (SF Bug #21 fix, 2026-05-17). ' 'Source: objective_corpus_room_month × objective_complex_mapping (EKB only). ' 'Refresh via layout_velocity_refresh.py (CONCURRENTLY после initial populate).'; COMMIT;