gendesign/backend/app/services/forecasting
bot-backend 494155654e
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fix(forecasting): count non-zero observations in normalize guard, not zero-filled buckets (#1638)
_count_full_years treated units=0 as a valid observation, so a series
where fill_month_grid zero-filled every month still accumulated 3 full
years and passed the _MIN_FULL_YEARS guard.  Zero-filled months carry no
seasonal signal, so they must be skipped in the year counter — the same
way None values already were.

Fix: skip v==0 alongside v is None in _count_full_years.
Add four tests: zero-filled 36-month series → n_full_years=0/applied=False;
partial-coverage years (only 6 non-zero months/year) → not counted as full;
real non-zero series still passes guard; normalize_demand on zero-filled
SalesSeries returns series unchanged.
2026-06-17 20:39:00 +03:00
..
__init__.py feat(forecasting): §13 report assembler (#988, 955-A2) (#1021) 2026-06-03 08:51:23 +00:00
affordability.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
confidence_engine.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
demand_normalization.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
demand_supply_forecast.py fix(forecasting): propagate confounded flag DemandSupplyForecast → §15 (#1222) 2026-06-13 15:02:50 +05:00
macro_coefficient.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
macro_series.py feat(macro): CBR inflation (ИПЦ YoY) -> macro_indicator + activate §9.5 channel (#946) 2026-06-08 11:41:14 +05:00
normalize.py fix(forecasting): count non-zero observations in normalize guard, not zero-filled buckets (#1638) 2026-06-17 20:39:00 +03:00
orchestrator.py fix(forecasting): нормализовать dict-district в build_site_finder_report (#1130 follow-up) 2026-06-13 09:24:55 +05:00
product_scoring.py merge: resolve conflicts with main (#1660) into week-review-finish 2026-06-17 20:21:06 +03:00
rate_sensitivity.py feat(forecasting): seasonal (month-of-year) demand normalization (#979) 2026-06-04 11:19:50 +05:00
recommendation.py merge: resolve conflicts with main (#1660) into week-review-finish 2026-06-17 20:21:06 +03:00
regression.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
report.py feat(forecasting): §13 SiteFinderReport object (#987, 955-A1) (#1019) 2026-06-03 08:33:01 +00:00
report_assembler.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
sales_series.py perf(forecast): per-request memoization cache for §22 cold build (#1129) 2026-06-08 05:26:27 +00:00
scenarios.py fix(week-review): автофиксы код-ревью — 169 issue (label «week ревью 1») 2026-06-15 20:21:11 +05:00
special_indices.py fix(week-review): backend-аудит v2 — 82 фиксов (#1660) 2026-06-17 17:13:38 +00:00
what_to_build.py feat(forecasting): what-to-build ranker + MAI proxy (#981, 952-B) (#1013) 2026-06-03 07:07:17 +00:00