gendesign/backend/app/services
Light1YT eef240a17f feat(recommend): horizon-aware forecast-overlay for recommend_mix (#982, 953-A)
Additive opt-in: when horizon_months is passed, attach an ADVISORY forecast
overlay under scope["forecast"] via new forecasting/recommendation.py
(demand_supply when cad_num set → #981 rank_segments; demand_only otherwise →
per-room-bucket demand pace, NO fabricated supply). Default path stays
byte-identical — overlay is try/except-guarded and never crashes the live mix.

- schemas/recommend.py: horizon_months + cad_num inputs; RecommendForecast{Segment,
  Overlay} output models (ride open scope dict; RecommendMixOutput 4 fields intact)
- forecasting/recommendation.py: pure room/class bridges (inverse of _BUCKET_PRETTY,
  drift-guarded) + build_forecast_overlay (graceful, advisory always True)
- analytics_queries.recommend_mix: +horizon_months/cad_num params + guarded tail
- api/v1/analytics.py: endpoint passthrough
- tests: bridges both directions, both modes, graceful, invariance, crash isolation

NOTE: live recommend endpoint now has a DORMANT path into the advisory forecast
engine (frontend sends no horizon_months yet); wiring point when #951 backtest lands.
45 tests; 413 forecasting+velocity green. opus code-review  (7 live-endpoint gates).
2026-06-03 12:28:00 +05:00
..
cadastre fix(#265 review): CRS 3857→4326 + stable zone_id hash + rename 102 + tx comment 2026-05-17 10:45:52 +03:00
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 feat(sf-b7): GET /parcels/{cad}/snapshot.pdf — 1-page WeasyPrint export (#334) 2026-05-17 21:11:03 +00:00
forecasting feat(forecasting): what-to-build ranker + MAI proxy (#981, 952-B) (#1013) 2026-06-03 07:07:17 +00:00
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 feat(site_finder): future-supply-pressure index (#950 Step 6) (#1006) 2026-06-03 05:10:08 +00:00
__init__.py init 2026-04-25 13:45:19 +03:00
analytics_queries.py feat(recommend): horizon-aware forecast-overlay for recommend_mix (#982, 953-A) 2026-06-03 12:28:00 +05:00
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