Light1YT
347203dfda
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Upgrade the §25.3 cannibalization index from a same-class-competitor proxy to true own-portfolio overlap: score the recommended candidate segment against the developer's own portfolio (get_own_portfolio, #1169 PR1) across axes — audience/class (ordinal distance), price ₽/м² (interval overlap), unit-mix (L1 similarity), timing (half-life decay) — geo-weighted by haversine proximity to the parcel, aggregated by geo-weighted soft-max (the strongest nearby cannibalizer dominates, not a diluting mean). Empty portfolio -> labelled proxy fallback, confidence forced low, never presented as the true index. Pure scoring fns unit-tested without DB; None-not-0 on missing axes; thin/ only-current portfolio -> low confidence + §26 note; deterministic (sorted tie-breaks, no RNG). class+price+geo active now; unit-mix+timing plumbed via optional params for a follow-up that wires them from the orchestrator horizon. ruff + mypy clean; 151 special-index tests pass (964 forecasting dir, no regr). Refs #1169 |
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| .. | ||
| analysis_runs | ||
| cadastre | ||
| exporters | ||
| forecasting | ||
| llm | ||
| scrapers | ||
| site_finder | ||
| __init__.py | ||
| test_cadastre_bulk.py | ||
| test_ekburg_permits.py | ||
| test_forecast_request_cache.py | ||
| test_functional_zone_lookup.py | ||
| test_granddoc_lookup.py | ||
| test_ird_analyze.py | ||
| test_ird_overlay_lookup.py | ||
| test_krt_lookup.py | ||
| test_nspd_denorm.py | ||
| test_objective_backfill.py | ||
| test_own_developer_ids_config.py | ||
| test_planning_lookup.py | ||
| test_quarter_dump_lookup.py | ||
| test_recommend_mix_velocity.py | ||
| test_reservation_lookup.py | ||
| test_zone_regulation_extract.py | ||