gendesign/backend/app/services/site_finder
Light1YT 2450159fe9 feat(site-finder): per-competitor relevance_weight (#949 PR B)
Adds deterministic horizon-aware relevance_weight ∈[0,1] to get_competitors
(ТЗ §9.1): weighted mean of geo_proximity (0.30), class_similarity (0.25),
price_similarity (0.20), stage_at_horizon (0.25). stage_at_horizon projects
each competitor's sell-out to horizon_months (request param, default 12) so a
competitor sold-out by our launch ranks lower. class_similarity uses a domrf
class-ladder vs the local dominant class (no target class yet). Orders by
relevance_weight DESC (distance still present + tie-break). relevance_breakdown
(4 sub-scores) exposed for explainability (§16).

Additive: all legacy Competitor fields intact, new fields Optional; zero
frontend consumers of /competitors (UI uses /analyze). sold-count folded into
existing price query (no extra db.execute, #227 regression green). Graceful:
thin data → neutral 0.5. 57 new pure-helper tests. Completes #949.
2026-06-03 00:45:28 +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 feat(site-finder): auto-fetch cadastre geometry on-demand (#93) (#95) 2026-05-12 09:02:17 +03:00
competitors.py feat(site-finder): per-competitor relevance_weight (#949 PR B) 2026-06-03 00:45:28 +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
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 feat(site-finder): macro_indicator table + backfill + reader (#945 PR A) (#963) 2026-06-02 18:41:28 +00:00
market_metrics.py feat(site_finder): market-metrics service (#949 PR A, §9.2) (#997) 2026-06-02 19:26:26 +00:00
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
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