-- 139_premium_houses.sql -- Purpose: premium_houses materialized view — premium / elite EKB buildings -- identified by listing concentration (#2002, premium-building identification). -- -- Rationale (#2002): -- We flag a house as "premium" by the concentration of expensive listings on it. -- Validated query returns ~297 houses that together cover ~65% of all >=20M RUB -- elite listings. A house qualifies when it has a meaningful sample (n >= 4 active -- listings with sane price_per_m2) AND either: -- - a high median price_per_m2 (>= 220000 RUB/m2), OR -- - at least 3 listings priced >= 20M RUB (n_elite >= 3). -- price_per_m2 is clamped to [100000, 800000] to drop scrape garbage / mis-parsed -- areas before aggregating, so the median is robust. -- -- house_id dupes: house_dedup is imperfect, so the same physical building can appear -- under several house_id values. That is FINE here — we deliberately keep every -- variant in the set; dropping dupes would only shrink coverage, never improve it. -- The unique index is on house_id (each MV row is one house_id), not on a physical -- building, so distinct house_id rows never collide. -- -- Refresh: refreshed by the existing MV-refresh task (app/tasks/refresh_search_matview.py, -- scheduled as `refresh_search_matview` in scrape_schedules) right AFTER -- listings_search_mv — premium_houses derives from `listings`, so refreshing it once -- the search MV is fresh keeps both in step. REFRESH ... CONCURRENTLY requires the -- UNIQUE index below. -- -- Dependencies: 002_core_tables.sql (listings: house_id_fk, price_rub, price_per_m2, -- area_m2, is_active). -- Deploy order: after 002_core_tables.sql. No backend schema coupling. -- Re-run safe: CREATE MATERIALIZED VIEW IF NOT EXISTS + CREATE UNIQUE INDEX IF NOT EXISTS. -- No DROP — dropping would break in-flight REFRESH ... CONCURRENTLY and momentarily -- delete the object during deploy. BEGIN; CREATE MATERIALIZED VIEW IF NOT EXISTS premium_houses AS WITH lh AS ( SELECT l.house_id_fk AS house_id, count(*) AS n, count(*) FILTER (WHERE l.price_rub >= 20000000) AS n_elite, percentile_cont(0.5) WITHIN GROUP (ORDER BY l.price_per_m2) FILTER (WHERE l.price_per_m2 BETWEEN 100000 AND 800000) AS med_ppm2 FROM listings l WHERE l.is_active AND l.house_id_fk IS NOT NULL AND l.area_m2 > 0 AND l.price_per_m2 BETWEEN 100000 AND 800000 GROUP BY l.house_id_fk ) SELECT house_id, n, n_elite, round(med_ppm2)::int AS med_ppm2 FROM lh WHERE n >= 4 AND (med_ppm2 >= 220000 OR n_elite >= 3); -- UNIQUE index is mandatory for REFRESH MATERIALIZED VIEW CONCURRENTLY. CREATE UNIQUE INDEX IF NOT EXISTS premium_houses_house_id_uidx ON premium_houses (house_id); COMMIT;