gendesign/backend/app/services/site_finder
Light1YT 6a32acb3aa
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fix(competitors): size-weight avg velocity by flats_total (#949 audit, option B)
weighted_avg_velocity was a naive mean despite the name — a 500-flat ЖК weighed
the same as a 20-flat one. Now count-weighted by flats_total (sql.md AVG
principle): Σ(velocity*flats_total)/Σ(flats_total). Competitors with unknown
flats_total are excluded from weights; if sizes are unknown for ALL, graceful
fallback to the simple mean (den>0 guard). Field name + API contract UNCHANGED
(zero consumer ripple — traced: only CompetitorsSummary, no frontend ref).

Tests: equal sizes → weighted==naive (existing 6.0 stays); NEW test with
500-flat@40 + 20-flat@2 → 38.54 (not naive 21.0), proving the weighting.
2026-06-04 14:05:20 +05:00
..
__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 fix(competitors): size-weight avg velocity by flats_total (#949 audit, option B) 2026-06-04 14:05:20 +05:00
custom_pois.py feat(#254): user_custom_pois — backend schema + CRUD + scoring integration 2026-05-17 09:34:33 +03:00
filters.py init 2026-04-25 13:45:19 +03:00
future_supply.py feat(site_finder): future-supply-pressure index (#950 Step 6) (#1006) 2026-06-03 05:10:08 +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
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 fix(#945): indicator-aware default region in macro reader + document debt data-quality 2026-06-04 11:49:41 +05:00
market_metrics.py fix(market-metrics): count window sales by contract_date, not 17-day history (#949 CRITICAL) 2026-06-04 10:46:50 +05:00
noise_loader.py feat(site-finder): isochrones UI + networks VKH + OSM substations 2026-05-11 21:48:21 +03:00
parser.py init 2026-04-25 13:45:19 +03:00
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
scorer.py init 2026-04-25 13:45:19 +03:00
supply_layers.py fix(supply-layers): thread dev_group_name into L3 upsert key (#970 CRITICAL) 2026-06-04 10:06:30 +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