gendesign/backend/app/services
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
..
analysis_runs feat(parcels): persist analysis runs + real last_analysis_date (#994) 2026-06-03 17:36:01 +05:00
cadastre fix(nspd-geo): coerce geom to MultiPolygon + wide cad_buildings schema in on-demand ingest 2026-06-04 13:11:47 +05:00
etl feat(etl): fuzzy matcher v2 — pruned threshold 0.85→0.80 for objective mapping coverage 2026-05-17 16:28:20 +03:00
exporters fix(exporters): read real SiteFinderReport keys in PDF/Excel (#989, #991) 2026-06-04 10:56:51 +05:00
forecasting fix(forecasting): honest USP gate (di>0) + unit-explicit coverage fraction 2026-06-04 13:25:25 +05:00
generative deploy.yml: sync compose+Caddyfile from git, reload caddy after up 2026-04-26 13:31:26 +03:00
photos fix ui lag 2026-04-27 20:26:55 +03:00
scrapers feat(domrf): persist domrf_kn_objects.free_flats (#950 PR A) (#1002) 2026-06-02 20:06:29 +00:00
site_finder fix(competitors): size-weight avg velocity by flats_total (#949 audit, option B) 2026-06-04 14:05:20 +05:00
__init__.py init 2026-04-25 13:45:19 +03:00
analytics_queries.py feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014) 2026-06-03 07:40:33 +00:00
analytics_refresh.py fix(scrape): SQLAlchemy text() парсил ':00:' regex как named-param 2026-04-30 23:16:11 +03:00
job_settings.py fix(cadastre,nspd_sync): SQL syntax bugs surfaced by ekb_full v2 (#186) 2026-05-15 19:18:43 +03:00
objective_etl.py fix(worker): port objective_etl from psycopg2 → psycopg v3 2026-05-11 12:07:57 +03:00
objective_sync_config.py feat(objective): full sync pipeline + dynamic admin config 2026-05-10 19:54:15 +03:00