diff --git a/tradein-mvp/backend/app/schemas/trade_in.py b/tradein-mvp/backend/app/schemas/trade_in.py index 4f3d4996..b7cb3556 100644 --- a/tradein-mvp/backend/app/schemas/trade_in.py +++ b/tradein-mvp/backend/app/schemas/trade_in.py @@ -319,6 +319,41 @@ class AggregatedEstimate(BaseModel): cv: float | None = None source_counts: dict[str, int] = Field(default_factory=dict) created_at: datetime | None = None + # ── #oblast-F (never-block relaxation cascade, product decision 2026-08-10, + # #oblast-E priority RESTORED same day — see estimator.py module + # docstring for the full 3-way headline-source rule) ────────────────── + # Product requirement: an estimate is ALWAYS surfaced — a thin base sample + # (< HEADLINE_LISTINGS_MIN_N) no longer means "недостаточно данных". First + # estimator.estimate_quality() progressively relaxes the analog SEARCH + # (room-count adjacency → freshness window → novostroyki segment → radius) + # trying to grow the sample past the threshold; if it's STILL thin, + # _price_from_inputs() prefers a usable ДКП deals corridor over a noisy + # thin listings median when one is available (restored #oblast-E + # priority — the Серов repro: 3 listings must not outrank 54 deals), and + # only falls back to the thin listings median itself when no corridor + # exists. Real refusal happens only at genuine zero (no listings AND no + # usable anchor/deals). + # relaxations — RU-подписи КАЖДОГО применённого (реально помогшего) шага + # ослабления, готовые к показу пользователю как честный дисклеймер рядом с + # confidence_explanation. Пусто — базовой (4-tier) выборки хватило, каскад + # не понадобился (обычный случай). Возможные значения (дословно, фронт + # может на них завязываться): "снят фильтр по году постройки", + # "учтены студии", "комнатность ±1", "объявления за 60 дней", + # "учтены новостройки", "площадь ±25%", "радиус расширен до {N} м", + # "оценка по сделкам — мало объявлений рядом" (headline ceded to the ДКП + # deals corridor because the base listings sample was thin — a source + # SWITCH, not a search widening, but surfaced the same way). + # reliability — надёжность итоговой выборки, ПРОИЗВОДНАЯ от n_analogs + # (>=8 → ok; 3..7 → low; <3 → very_low), с доп. даунгрейдом ok→low, если + # relaxations непусто (выборка набралась только ценой ослаблений); капается + # на 'low' (не 'very_low'), когда headline ушёл по сделкам из-за тонкой + # выборки — реальный ДКП-коридор это настоящий сигнал, не «почти ничего». + # НЕ персистится на GET-rehydrate (пусто/"ok" по умолчанию там — известное + # ограничение, каскад не переигрывается из сохранённых analogs). НЕ + # путать с `confidence` (Literal low/medium/high — старая метрика на + # основе уникальных адресов/IQR, см. её собственный докстринг выше). + relaxations: list[str] = Field(default_factory=list) + reliability: Literal["ok", "low", "very_low"] = "ok" # ── Параметры оценённой квартиры — нужны, чтобы восстановить карточку # при открытии оценки по ссылке (?id=), когда формы-инпута уже нет ── area_m2: float | None = None diff --git a/tradein-mvp/backend/app/services/estimator.py b/tradein-mvp/backend/app/services/estimator.py index eeced17f..01f8871a 100644 --- a/tradein-mvp/backend/app/services/estimator.py +++ b/tradein-mvp/backend/app/services/estimator.py @@ -185,6 +185,24 @@ DEALS_HEADLINE_FALLBACK_MIN_N = 3 # ИТОГОВОЙ выборке как headline-источнику. HEADLINE_LISTINGS_MIN_N = 5 +# #oblast-F (never-block relaxation cascade, product decision 2026-08-10, live +# repro: Академика Парина 46/5 студия 23.1 м² — rooms=1 exact match gave n=4 +# и попадала под #oblast-E выше, хотя rooms=0 по тому же адресу давал n=34; +# в радиусе 2 км rooms=0 17-29 м² — 327 активных лотов, rooms=1 — всего 10). +# Продукт: НИКОГДА не отказывать в оценке. Если после существующего 4-шагового +# каскада (tier0-когорта → без когорты → radius=fallback → area ±25%) выборка +# всё ещё < HEADLINE_LISTINGS_MIN_N — estimate_quality() продолжает ослаблять +# параметры подбора (см. #oblast-F блок там), от наименее к наиболее +# искажающему: (a) смежность комнатности, (b) свежесть объявлений, (c) сегмент +# (допустить новостройки), (d) радиус. Каждый применённый шаг попадает в +# AggregatedEstimate.relaxations (честный дисклеймер для пользователя) — гейт +# #oblast-E при этом больше НЕ обнуляет медиану (см. _price_from_inputs), а +# только помечает результат как низконадёжный. +RELAX_ROOMS_ADJACENT_DELTA = 1 # #oblast-F (a): rooms>=2 → BETWEEN rooms-1 AND rooms+1 +LISTINGS_FRESH_DAYS_RELAXED = 60 # #oblast-F (b): LISTINGS_FRESH_DAYS 14 → 60 дней +RELAX_RADIUS_STEP1_M = 3000 # #oblast-F (d.1): max(текущий search_radius_m, 3000) +RELAX_RADIUS_STEP2_M = 5000 # #oblast-F (d.2): финальный максимум + # #794: СберИндекс time-adjustment of frozen Rosreestr ДКП deals. # Rosreestr deals freeze ~2026-01; the sber monthly index re-bases a stale deal's ppm² # to the latest available month. Region fixed to Свердловская обл. (tradein MVP = ЕКБ). @@ -2562,12 +2580,28 @@ class PricingResult: # headline. Anchor-путь → CV комплов (anchor["cv"]); radius-путь → CV # радиусной ₽/м²-выборки. None если <2 цен (недостаточно данных). cv: float | None = None - # #oblast-E: >0 когда n листингов было найдено но ниже HEADLINE_LISTINGS_MIN_N - # (headline suppressed, listings_clean deliberately left intact — see gate - # comment above). Caller uses this to also keep the thin listings out of the - # display `analogs` cards when no anchor overrides the headline. 0 = either - # sufficient listings were used, or genuinely zero were found. + # #oblast-E/#oblast-F: >0 когда n листингов было найдено но ниже + # HEADLINE_LISTINGS_MIN_N. С #oblast-F (2026-08-10) больше НЕ обнуляет + # headline/listings_clean — median/n_analogs остаются реальными, поле лишь + # маркирует «низкая надёжность» (confidence='low' + честный explanation, + # см. gate comment ниже). 0 = либо выборка была достаточной, либо аналогов + # вообще не нашлось. listings_headline_thin_n: int = 0 + # #oblast-E (restored priority, product correction 2026-08-10): True когда + # headline построен из #oblast-D deals-corridor ИМЕННО потому, что базовая + # выборка листингов была тонкой (0 < n < HEADLINE_LISTINGS_MIN_N) И доступен + # достаточно надёжный ДКП-коридор (см. deals-headline-fallback блок ниже). + # Caller (estimate_quality) читает это чтобы (a) добавить relaxation-подпись + # «оценка по сделкам — мало объявлений рядом», (b) закэпить reliability на + # 'low' (не выше). False во всех остальных случаях, включая genuinely-zero + # listings deals-fallback (тот же блок, но без тонкой выборки позади). + deals_headline_due_to_thin_listings: bool = False + + +def _analog_word_dative(n: int) -> str: + """Дательный падеж существительного «аналог» для confidence_explanation + тонкой (#oblast-E) выборки — «построена по N аналогу/аналогам».""" + return "аналогу" if n == 1 else "аналогам" def _price_from_inputs( @@ -2646,45 +2680,82 @@ def _price_from_inputs( n_analogs = 0 cv = None - # 4a. #oblast-E sufficiency gate (see HEADLINE_LISTINGS_MIN_N docstring above). - # 1..HEADLINE_LISTINGS_MIN_N-1 listings are a real find but too thin to trust - # as a market median — suppress the AGGREGATE (median/range/n_analogs/cv) - # exactly like "no usable listings", so the anchor/#oblast-D-deals-fallback/ - # insufficient_data chain below all take the already-honest zero-analogs - # path automatically (no new branches there). `listings_clean` itself is - # deliberately LEFT INTACT (not cleared) — the same-building anchor's own - # ghost-anchor guard (#1871, `if not listings_clean`) uses it to tell - # "genuinely zero nearby listings" from "some nearby listings, just too few - # to trust as THIS estimate's headline" — those are different confidence - # signals and clearing the list here would conflate them. The caller - # (estimate_quality) uses `listings_headline_thin_n` on the returned - # PricingResult to also keep suppressed listings out of the display - # `analogs` cards when no anchor overrides the headline (n_analogs - # invariant: cards shown ⊆ what n_analogs counts). + # 4a. #oblast-E sufficiency gate (see HEADLINE_LISTINGS_MIN_N docstring above) + # — priority RESTORED 2026-08-10 (product correction on top of #oblast-F): + # 1..HEADLINE_LISTINGS_MIN_N-1 listings are a real find, but not trustworthy + # enough to headline on their OWN — a more reliable source should win when + # one exists. Two sub-cases: + # (i) a usable ДКП deals corridor is available (same threshold the + # #oblast-D deals-headline-fallback block below itself requires, + # DEALS_HEADLINE_FALLBACK_MIN_N deals with a positive median) → the + # listings AGGREGATE is suppressed to zero here so that block takes + # over the headline, EXACTLY like original #oblast-E. This is the + # Серов repro this gate exists for: n=3 listings must not outrank a + # 54-deal corridor. `listings_clean` stays intact (never cleared) — + # both for the anchor ghost-anchor guard (#1871) AND so + # estimate_quality() still surfaces these listings as display + # `analogs` cards even though they no longer drive n_analogs/median. + # (ii) no usable corridor → #oblast-F (never-block, 2026-08-10): keep the + # real thin median rather than refusing outright. By the time + # control reaches this function, estimate_quality() has already run + # the #oblast-F relaxation cascade (room-adjacency / freshness / + # novostroyki / radius) trying to grow the sample past the + # threshold — `listings` here is whatever that cascade could find. + # NOTE: `gate_ceded_to_deals` (local, this function only) is DIFFERENT from + # the `deals_headline_due_to_thin_listings` PricingResult field set later — + # this one fires as soon as the gate DECIDES to cede (used below to skip + # the repair-coefficient/explanation blocks safely, regardless of whether + # anchor later overrides); the field fires only once the #oblast-D + # deals-headline-fallback block ACTUALLY builds the headline from deals + # (anchor may still override in between — see that block). listings_headline_thin_n = 0 + gate_ceded_to_deals = False + # Outward PricingResult field — set True below, ONLY inside the actual + # #oblast-D deals-headline-fallback block, once it fires for THIS reason. + deals_headline_due_to_thin_listings = False if 0 < n_analogs < HEADLINE_LISTINGS_MIN_N: listings_headline_thin_n = n_analogs - logger.info( - "headline sufficiency gate #oblast-E: n=%d < %d listings — suppressing " - "listings-derived median (falling back to anchor/deals/insufficient_data)", - n_analogs, - HEADLINE_LISTINGS_MIN_N, + dkp_corridor_usable = ( + dkp_raw is not None + and dkp_raw.get("count", 0) >= DEALS_HEADLINE_FALLBACK_MIN_N + and dkp_raw.get("median_ppm2", 0) > 0 ) - median_ppm2 = 0.0 - q1_ppm2 = 0.0 - q3_ppm2 = 0.0 - median_price = 0 - range_low = 0 - range_high = 0 - n_analogs = 0 - cv = None + if dkp_corridor_usable: + gate_ceded_to_deals = True + logger.info( + "headline sufficiency gate #oblast-E: n=%d < %d listings, usable ДКП " + "corridor (n=%s) available — suppressing listings-derived median, " + "ceding headline to deals/anchor chain", + n_analogs, + HEADLINE_LISTINGS_MIN_N, + dkp_raw.get("count", 0) if dkp_raw else None, + ) + median_ppm2 = 0.0 + q1_ppm2 = 0.0 + q3_ppm2 = 0.0 + median_price = 0 + range_low = 0 + range_high = 0 + n_analogs = 0 + cv = None + else: + logger.info( + "headline sufficiency note #oblast-E: n=%d < %d listings, no usable " + "ДКП corridor — keeping real median, flagged low-reliability " + "(#oblast-F: never suppressed to zero without a fallback source)", + n_analogs, + HEADLINE_LISTINGS_MIN_N, + ) - # 4b. Repair coefficient — skipped when the headline was thin-suppressed - # above (median_price is already 0; applying a coefficient would leave it - # 0 but still emit a misleading "adjusted for repair state" note). + # 4b. Repair coefficient — applies to any real (non-zero) median, INCLUDING + # thin-but-kept (#oblast-F case ii) samples — a repair-state adjustment is + # meaningful there. Skipped when the gate ceded the headline to deals + # (gate_ceded_to_deals — median_price is already 0 above; applying a + # coefficient would leave it 0 but still emit a misleading "adjusted for + # repair state" note, same reasoning original #oblast-E used). repair_coef = _repair_coefficient(repair_state) repair_note = "" - if listings_clean and not listings_headline_thin_n and repair_coef != 1.0: + if listings_clean and not gate_ceded_to_deals and repair_coef != 1.0: median_price = int(median_price * repair_coef) range_low = int(range_low * repair_coef) range_high = int(range_high * repair_coef) @@ -2725,19 +2796,20 @@ def _price_from_inputs( area_widened, listings=listings_clean, ) - # #oblast-E: honest override — _compute_confidence's generic "не найдено - # аналогов" is FALSE here (we DID find listings_headline_thin_n of them, - # just too few to trust). Stays the final explanation unless a later block - # (anchor / #oblast-D deals-fallback) overwrites it with its OWN honest - # reasoning — both of those already check truthy `explanation` and either - # replace it (anchor) or append a construction-method clause that reads - # this same thin-count (deals-fallback), so no contradiction either way. - if listings_headline_thin_n: + # #oblast-E/#oblast-F: honest low-reliability note — ONLY for case (ii) of + # the gate above (real thin median kept, no usable deals corridor to cede + # to). Case (i) (gate_ceded_to_deals) must NOT set this text — the + # deals-headline-fallback block below writes its OWN "built from + # Rosreestr deals" explanation; setting this first would leave a + # contradictory "Оценка построена по N аналогам" sentence stapled in front + # of it. Stays the final explanation unless a later block (anchor / + # #oblast-D deals-fallback) overwrites it with its OWN honest reasoning. + if listings_headline_thin_n and not gate_ceded_to_deals: confidence = "low" explanation = ( - f"Рядом найдено недостаточно объявлений ({listings_headline_thin_n} шт., " - f"минимум для оценки по рынку — {HEADLINE_LISTINGS_MIN_N}) — медиана по " - "такой маленькой выборке слишком чувствительна к случайным лотам." + f"Оценка построена по {listings_headline_thin_n} " + f"{_analog_word_dative(listings_headline_thin_n)} — выборка мала, " + "точность снижена." ) # Tier note — информируем пользователя о качестве house-match @@ -3316,10 +3388,16 @@ def _price_from_inputs( n_analogs = 0 confidence = "low" cv = None - # #oblast-E: differentiate "genuinely zero listings" (unchanged wording) - # from "found some but below HEADLINE_LISTINGS_MIN_N, suppressed above" — - # the latter must NOT claim "рядом нет объявлений" (false, contradicts the - # thin-sufficiency explanation already set above this block). + # #oblast-E (priority restored 2026-08-10): differentiate "genuinely + # zero listings" from "found some but below HEADLINE_LISTINGS_MIN_N, + # ceded to the deals corridor" (gate above, case i) — the latter must + # NOT claim "рядом нет объявлений" (false — some WERE found, just not + # trusted as headline on their own). `deals_headline_due_to_thin_ + # listings` (returned on PricingResult) tells estimate_quality() this + # was the thin-cession path specifically, so it can (a) append the + # "оценка по сделкам — мало объявлений рядом" relaxation label, (b) + # cap reliability at 'low' — a real deals corridor is a real signal, + # just not a listings-comp one. no_listings_clause = ( f" Из {listings_headline_thin_n} найденных объявлений недостаточно для " "надёжной медианы —" @@ -3331,9 +3409,11 @@ def _price_from_inputs( f"сделкам Росреестра ({dkp_raw['count']} шт. за {dkp_raw['period_months']} мес.)," " точность ориентировочная." ) + if listings_headline_thin_n: + deals_headline_due_to_thin_listings = True logger.info( "deals_headline_fallback #oblast-D: dkp median=%d (n=%d) → headline" - " (listings=0 [thin_suppressed=%d], anchor=None)", + " (listings=0 [thin_ceded=%d], anchor=None)", int(median_ppm2), dkp_raw["count"], listings_headline_thin_n, @@ -3469,6 +3549,7 @@ def _price_from_inputs( listings_clean=listings_clean, cv=cv, listings_headline_thin_n=listings_headline_thin_n, + deals_headline_due_to_thin_listings=deals_headline_due_to_thin_listings, ) @@ -3730,6 +3811,9 @@ async def estimate_quality( house_type=target_house_type, total_floors=payload.total_floors, ) + # #oblast-F: True only when there WAS a cohort (year_built) filter to drop — + # surfaced later as the "снят фильтр по году постройки" relaxation label. + cohort_dropped = cohort_range is not None and len(listings_tier0) < MIN_ANALOGS_TIER_0 area_widened = False if len(listings) < 5: @@ -3778,6 +3862,146 @@ async def estimate_quality( analog_tier = analog_tier_wa search_radius_m = fallback_radius_m + # ── #oblast-F: relaxation cascade (never-block estimate, product decision + # 2026-08-10) ────────────────────────────────────────────────────────── + # Product requirement: NEVER refuse an estimate outright. If the 4-tier + # cascade above still leaves the sample thinner than HEADLINE_LISTINGS_MIN_N, + # keep loosening search criteria — least → most distorting — until either + # the sample clears the threshold or we run out of steps. Every step that + # ACTUALLY grew the sample is recorded in `relaxations` (RU labels, surfaced + # via AggregatedEstimate.relaxations + appended to confidence_explanation + # below) so a low-reliability estimate honestly explains why it stretched + # the search. Each step carries FORWARD the relaxations already applied by + # earlier steps (cumulative widening), not just its own single criterion. + relaxations: list[str] = [] + if cohort_dropped: + relaxations.append("снят фильтр по году постройки") + + cur_rooms_min: int | None = None + cur_rooms_max: int | None = None + cur_fresh_days = LISTINGS_FRESH_DAYS + cur_allow_novostroyki = False + cur_area_tolerance = 0.25 if area_widened else AREA_TOLERANCE + + async def _try_relax( + *, + rooms_min: int | None, + rooms_max: int | None, + fresh_days: int, + allow_novostroyki: bool, + radius_m: int, + area_tolerance: float, + ) -> tuple[list[dict[str, Any]], str] | None: + """Один шаг каскада #oblast-F. Возвращает (listings, tier) только если + кандидат СТРОГО больше текущей выборки — иначе релаксация не засчитана + (ничего реально не выиграла) и вызывающий её не применяет.""" + candidate, _, tier = await asyncio.to_thread( + _fetch_analogs, + db, + lat=geo.lat, + lon=geo.lon, + rooms=payload.rooms, + rooms_min=rooms_min, + rooms_max=rooms_max, + area=payload.area_m2, + radius_m=radius_m, + area_tolerance=area_tolerance, + fresh_days=fresh_days, + allow_novostroyki=allow_novostroyki, + full_address=geo.full_address, + target_house_id=target_house_id, + year_built=target_year, + house_type=target_house_type, + total_floors=payload.total_floors, + ) + if len(candidate) > len(listings): + return candidate, tier + return None + + # (a) room-count adjacency — самое дешёвое искажение: студия↔1-комн для + # rooms<=1 (live repro: Академика Парина 46/5, rooms=1 давал n=4, rooms=0 + # тем же адресом — n=34), иначе комнатность ±RELAX_ROOMS_ADJACENT_DELTA. + if len(listings) < HEADLINE_LISTINGS_MIN_N: + if payload.rooms <= 1: + try_rooms_min, try_rooms_max, rooms_label = 0, 1, "учтены студии" + else: + try_rooms_min = payload.rooms - RELAX_ROOMS_ADJACENT_DELTA + try_rooms_max = payload.rooms + RELAX_ROOMS_ADJACENT_DELTA + rooms_label = "комнатность ±1" + rooms_result = await _try_relax( + rooms_min=try_rooms_min, + rooms_max=try_rooms_max, + fresh_days=cur_fresh_days, + allow_novostroyki=cur_allow_novostroyki, + radius_m=search_radius_m, + area_tolerance=cur_area_tolerance, + ) + if rooms_result is not None: + listings, analog_tier = rooms_result + cur_rooms_min, cur_rooms_max = try_rooms_min, try_rooms_max + relaxations.append(rooms_label) + + # (b) свежесть объявлений: LISTINGS_FRESH_DAYS (14) → LISTINGS_FRESH_DAYS_RELAXED (60). + if len(listings) < HEADLINE_LISTINGS_MIN_N: + fresh_result = await _try_relax( + rooms_min=cur_rooms_min, + rooms_max=cur_rooms_max, + fresh_days=LISTINGS_FRESH_DAYS_RELAXED, + allow_novostroyki=cur_allow_novostroyki, + radius_m=search_radius_m, + area_tolerance=cur_area_tolerance, + ) + if fresh_result is not None: + listings, analog_tier = fresh_result + cur_fresh_days = LISTINGS_FRESH_DAYS_RELAXED + relaxations.append("объявления за 60 дней") + + # (c) снять guard listing_segment — допустить новостройки в comp-пул. + if len(listings) < HEADLINE_LISTINGS_MIN_N: + novo_result = await _try_relax( + rooms_min=cur_rooms_min, + rooms_max=cur_rooms_max, + fresh_days=cur_fresh_days, + allow_novostroyki=True, + radius_m=search_radius_m, + area_tolerance=cur_area_tolerance, + ) + if novo_result is not None: + listings, analog_tier = novo_result + cur_allow_novostroyki = True + relaxations.append("учтены новостройки") + + # (d) радиус → max(текущий, RELAX_RADIUS_STEP1_M), затем → RELAX_RADIUS_STEP2_M. + # Пропускается, когда пользователь явно зафиксировал radius_m — тот же + # контракт, что и у существующего radius-fallback выше (#2044: сервер не + # авто-расширяет поиск за пределы выбранного пользователем радиуса). + if len(listings) < HEADLINE_LISTINGS_MIN_N and payload.radius_m is None: + for relax_radius in (max(search_radius_m, RELAX_RADIUS_STEP1_M), RELAX_RADIUS_STEP2_M): + if relax_radius <= search_radius_m: + continue + radius_result = await _try_relax( + rooms_min=cur_rooms_min, + rooms_max=cur_rooms_max, + fresh_days=cur_fresh_days, + allow_novostroyki=cur_allow_novostroyki, + radius_m=relax_radius, + area_tolerance=cur_area_tolerance, + ) + if radius_result is not None: + listings, analog_tier = radius_result + search_radius_m = relax_radius + fallback_used = True + if len(listings) >= HEADLINE_LISTINGS_MIN_N: + break + + # Area/radius relaxations derived from FINAL state (covers both the + # pre-existing Tier B/C radius/area widening above AND step (d) here) — + # a single check avoids double-labelling the same underlying widening. + if area_widened: + relaxations.append("площадь ±25%") + if search_radius_m > base_radius_m: + relaxations.append(f"радиус расширен до {search_radius_m} м") + # ── PRE-FETCH: dkp_raw (hoisted before _price_from_inputs) ────────────── # #1795: ДКП-коридор фетчим ДО вызова _price_from_inputs, чтобы # corridor_high был доступен для Tier C-гейта и soft-клампа headline. @@ -3990,7 +4214,41 @@ async def estimate_quality( ratio_basis = pr.ratio_basis listings_clean = pr.listings_clean cv = pr.cv - listings_headline_thin_n = pr.listings_headline_thin_n + + # #oblast-E (priority restored 2026-08-10): headline ceded to the ДКП deals + # corridor because the base listings sample was thin — a real signal (real + # Rosreestr deals), just not a listings-comp one. Recorded as its own + # relaxation label (distinct from the #oblast-F cascade labels above, which + # describe attempts to grow the LISTINGS sample — this describes switching + # sources entirely). + if pr.deals_headline_due_to_thin_listings: + relaxations.append("оценка по сделкам — мало объявлений рядом") + + # #oblast-F: reliability tier derived from the FINAL n_analogs (post anchor/ + # deals-fallback override above) — independent of `confidence` (older + # unique-address/IQR metric, see AggregatedEstimate docstring). If the + # #oblast-F cascade had to relax anything to get here, an otherwise-"ok" + # sample is downgraded to "low" — the raw count looks fine, but it only + # exists because we widened the search past the user's exact criteria. + if n_analogs >= 8: + reliability: Literal["ok", "low", "very_low"] = "ok" + elif n_analogs >= 3: + reliability = "low" + else: + reliability = "very_low" + if pr.deals_headline_due_to_thin_listings: + # #oblast-E: n_analogs is 0 here (listings-comp count, honestly zero — + # the headline came from deals instead), which would otherwise bucket + # to 'very_low'. Pin to 'low' instead: a 54-deal Rosreestr corridor is + # a real, meaningful signal — "не выше low" (product spec), not + # "почти нет сигнала" (what 'very_low' would imply here). + reliability = "low" + elif relaxations and reliability == "ok": + reliability = "low" + if relaxations: + explanation = (explanation or "") + ( + " Применены послабления подбора: " + ", ".join(relaxations) + "." + ) # 5. Deals — ДКП-only sales (вторичка) из rosreestr_deals. # Importer фильтрует doc_type='ДКП' (PR-A 2026-05-24), ДДУ застройщиков @@ -4026,14 +4284,6 @@ async def estimate_quality( # иначе «обновлено N мин назад»/дата парсинга/срок продажи относятся к другому # набору (или = None при пустом listings_clean, хотя у комплов данные есть). metadata_lots = display_pool - elif listings_headline_thin_n: - # #oblast-E: headline was suppressed (thin radius sample, no anchor to - # take over) — do NOT surface those same listings as display cards - # either, else `analogs` would show N cards while n_analogs==0 (broken - # invariant, same dishonesty this gate exists to remove). Degrades to - # the exact same empty-display state as "genuinely zero listings". - analogs_lots = [] - metadata_lots = [] else: # display-consistency fix: только ЦЕНОВЫЕ листинги — та же популяция, что # дала n_analogs = len(prices_ppm2) в radius-ветке _price_from_inputs. @@ -4355,6 +4605,11 @@ async def estimate_quality( cv=cv, source_counts=source_counts, created_at=now, + # #oblast-F (never-block relaxation cascade) — применённые ослабления + # подбора + производная надёжность выборки (см. reliability computation + # above, независимо от `confidence`). + relaxations=relaxations, + reliability=reliability, ) @@ -4760,11 +5015,27 @@ def _extract_short_addr(full_address: str | None) -> str | None: # Ищет keyword типа улицы (ул./улица/пр./проспект/...) в адресе. # Работает для FORWARD и REVERSE форматов Nominatim. +# #pdf-honesty/#oblast-E-follow-up (live-prod fix 2026-08-10): точка после +# сокращений (ул., пр., пер., ш., наб., пл., мкр.) сделана ОПЦИОНАЛЬНОЙ +# (`\.?`) — DaData (основной источник адресов, дом-уровень геокодинга) отдаёт +# формат БЕЗ точки: "ул Академика Парина", а не "ул. Академика Парина". Старый +# regex требовал точку строго → keyword не матчился НИ НА ОДНОМ DaData-адресе +# → street-deals/sales-vs-listings блоки молчали (WARNING "could not extract +# street") на КАЖДОМ запросе с DaData-геокодингом, не только на репро-адресе. +# Порядок альтернатив принципиален: `ул\.?` идёт ПЕРЕД полным словом `улица` — +# но это безопасно за счёт backtracking Python `re` (NFA, не POSIX longest- +# match): если `ул\.?` матчит только "ул" из "улица" и последующий `\s+` +# после этого не находит пробел (следующий символ — "и"), движок +# откатывается и пробует СЛЕДУЮЩУЮ альтернативу — "улица" — которая матчит +# полностью. Проверено на "ул. X" / "ул X" / "улица X" — все три дают +# идентичный результат (см. test_street_deals_endpoint.py). Бывшая отдельная +# bare-альтернатива "мкр" убрана как ставшая избыточной — "мкр\.?" уже +# покрывает оба варианта (с точкой и без). _STREET_KW_RE = re.compile( r"(? NOW() - (:fresh_days || ' days')::interval @@ -4956,8 +5230,13 @@ _COMMON_WHERE = """ -- novostroyki guard (#1186): NULL = legacy вторичка до м.011 -- Исключаем новостройки из comp-пула вторички: девелоперский прайс искажает -- медиану ₽/м². NULL сегмент пропускаем (rosreestr/avito/yandex без сегмента — - -- это вторичка или неклассифицированный объект). - AND (listing_segment IS NULL OR listing_segment = 'vtorichka') + -- это вторичка или неклассифицированный объект). #oblast-F (c): allow_novostroyki + -- пробрасывается как последняя-по-очереди relaxation-ступень (estimate_quality) — + -- дефолт False сохраняет канон-guard byte-identical. + AND ( + CAST(:allow_novostroyki AS boolean) IS TRUE + OR (listing_segment IS NULL OR listing_segment = 'vtorichka') + ) -- #2012 is_apartments hard-filter (флаг estimate_is_apartments_filter_enabled, -- default OFF pending backtest). Флаг выключен ⇒ CAST(... ) IS NOT TRUE ⇒ -- условие прозрачно (byte-identical старому поведению). Включён ⇒ исключает @@ -5012,6 +5291,14 @@ def _fetch_analogs( cohort_year_min: int | None = None, # NEW: lower bound year_built inclusive cohort_year_max: int | None = None, # NEW: upper bound year_built inclusive target_house_id: int | None = None, # #6: canonical house for same-building Tier S + # #oblast-F (never-block relaxation cascade) — все три опциональны, дефолты + # byte-identical старому поведению (exact rooms match / 14 дней / без + # новостроек). estimate_quality() передаёт неполные (widened) значения ТОЛЬКО + # когда базовая выборка тоньше HEADLINE_LISTINGS_MIN_N — см. module docstring. + rooms_min: int | None = None, # #oblast-F (a): None → эффективно = rooms + rooms_max: int | None = None, # #oblast-F (a): None → эффективно = rooms + fresh_days: int = LISTINGS_FRESH_DAYS, # #oblast-F (b): relaxed = LISTINGS_FRESH_DAYS_RELAXED + allow_novostroyki: bool = False, # #oblast-F (c) ) -> tuple[list[dict[str, Any]], bool, str]: """SELECT аналогов — трёхуровневый house-match (S → H → W). @@ -5052,21 +5339,29 @@ def _fetch_analogs( """ area_min = area * (1 - area_tolerance) area_max = area * (1 + area_tolerance) + # #oblast-F (a): None → эффективно exact-match (rooms_min=rooms_max=rooms), + # byte-identical старому `rooms = :rooms`. Caller (estimate_quality) passes a + # widened range only past HEADLINE_LISTINGS_MIN_N thinness. + eff_rooms_min = rooms if rooms_min is None else rooms_min + eff_rooms_max = rooms if rooms_max is None else rooms_max # #1871 P2: (source, source_id) dedup в radius-тирах. rn_dup-окно всегда в SQL # (безвредно без фильтра); статический фрагмент управляет только применением # `AND rn_dup = 1` в outer WHERE. Это SQL-литерал (static), НЕ data — psycopg3 # bind-параметры не задействованы, инъекции нет. dup_filter = "AND rn_dup = 1" base_params: dict[str, Any] = { - "rooms": rooms, + "rooms_min": eff_rooms_min, + "rooms_max": eff_rooms_max, "area_min": area_min, "area_max": area_max, - "fresh_days": LISTINGS_FRESH_DAYS, + "fresh_days": fresh_days, "max_per_addr": MAX_ANALOGS_PER_ADDRESS, "cohort_year_min": cohort_year_min, "cohort_year_max": cohort_year_max, # #2012: is_apartments hard-filter — see _COMMON_WHERE comment above. "is_apartments_filter": settings.estimate_is_apartments_filter_enabled, + # #oblast-F (c): allow_novostroyki — see _COMMON_WHERE comment above. + "allow_novostroyki": allow_novostroyki, } # ── Tier S (canonical): same building via house_id_fk ───────────────────── @@ -5391,7 +5686,8 @@ def _fetch_analogs( FROM listings WHERE ST_DWithin(geom::geography, ST_MakePoint(:lon, :lat)::geography, :radius) AND (geo_precision IS DISTINCT FROM 'city') - AND rooms = :rooms + -- #oblast-F (a): sync с _COMMON_WHERE — см. комментарий там же. + AND rooms BETWEEN :rooms_min AND :rooms_max AND area_m2 BETWEEN :area_min AND :area_max AND is_active = true AND scraped_at > NOW() - (:fresh_days || ' days')::interval @@ -5408,7 +5704,11 @@ def _fetch_analogs( ) -- novostroyki guard (#1186): NULL = legacy вторичка до м.011 -- Tier W: исключаем новостройки из comp-пула (sync с _COMMON_WHERE). - AND (listing_segment IS NULL OR listing_segment = 'vtorichka') + -- #oblast-F (c): allow_novostroyki relaxation, sync с _COMMON_WHERE. + AND ( + CAST(:allow_novostroyki AS boolean) IS TRUE + OR (listing_segment IS NULL OR listing_segment = 'vtorichka') + ) -- #2012 is_apartments hard-filter, sync с _COMMON_WHERE (см. комментарий -- там же). Флаг выключен ⇒ прозрачно (byte-identical старому поведению). AND ( @@ -5450,16 +5750,18 @@ def _fetch_analogs( "lat": lat, "lon": lon, "radius": radius_m, - "rooms": rooms, + "rooms_min": eff_rooms_min, + "rooms_max": eff_rooms_max, "area_min": area_min, "area_max": area_max, - "fresh_days": LISTINGS_FRESH_DAYS, + "fresh_days": fresh_days, "target_year": year_built, "target_house_type": house_type, "max_per_addr": MAX_ANALOGS_PER_ADDRESS, "cohort_year_min": cohort_year_min, # NEW "cohort_year_max": cohort_year_max, # NEW "is_apartments_filter": settings.estimate_is_apartments_filter_enabled, # #2012 + "allow_novostroyki": allow_novostroyki, # #oblast-F (c) }, ) .mappings() @@ -6570,4 +6872,7 @@ def _empty_estimate( # Адрес не геокодирован (DaData не отрабатывала) → точность неизвестна. address_precision=None, analog_tier=None, # нет данных при empty estimate + # #oblast-F: n_analogs=0 здесь честно — поиск аналогов вообще не выполнялся + # (geocode failed / no coords), а не просто "мало нашлось". + reliability="very_low", ) diff --git a/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py b/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py index 8282f83c..676d8f71 100644 --- a/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py +++ b/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py @@ -1243,11 +1243,71 @@ def _deals_range(deals: list[AnalogLot], fallback: tuple[int, int]) -> tuple[int return min(prices), max(prices) +def _deals_sourced_thin_listings_note_html(estimate: AggregatedEstimate) -> str: + """#pdf-honesty (#oblast-E deals-priority regression fix, 2026-08-10): honest + footnote for the specific case n_analogs==0 (headline ceded to the ДКП deals + corridor, estimator.py `deals_headline_due_to_thin_listings`) BUT + estimate.analogs is non-empty (the thin listings that triggered the cession + are still shown below as reference cards — never cleared, see estimator.py + #1871 ghost-anchor guard). Same tone/plain-sentence style as the web + LowConfidenceBanner for this scenario. Empty string (no-op) otherwise — + covers both "healthy sample" and "genuinely zero, nothing to show" cases.""" + if estimate.n_analogs != 0 or not estimate.analogs: + return "" + return ( + f'

' + "Оценка построена по зарегистрированным сделкам Росреестра — подходящих " + "объявлений поблизости почти нет. Объявления ниже приведены справочно, " + "для наглядности рынка.

" + ) + + +def _reliability_note_html(estimate: AggregatedEstimate, n_shown: int) -> str: + """#pdf-honesty: surfaces `AggregatedEstimate.relaxations`/`reliability` + (estimator.py #oblast-F cascade + #oblast-E deals-priority) — the web report + already shows this (LowConfidenceBanner); the PDF stayed silent, a + client-visible discrepancy between the two. Empty string (no-op) when + reliability=='ok' and relaxations is empty — the common, unrelaxed case, + byte-identical to the report before these fields existed.""" + if estimate.reliability == "ok" and not estimate.relaxations: + return "" + if estimate.relaxations: + detail = "Подбор аналогов расширен: " + ", ".join( + _html.escape(r) for r in estimate.relaxations + ) + else: + # relaxations пуст, но reliability всё же не 'ok' (напр. тонкая выборка, + # которую каскад ослаблений не смог расширить, см. estimator.py + # #oblast-F) — n_shown, не сырой n_analogs (та же #pdf-honesty логика, + # что и в счётчике выше страницы). + detail = f"Оценка построена по небольшой выборке ({n_shown} шт.)" + return f""" +
+ Точность оценки снижена. + {detail} — данные ниже приведены с этой оговоркой. +
+""" + + # ── Page 2: Listings (market) ──────────────────────────────────────────────── def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, brand) -> str: # type: ignore[no-untyped-def,type-arg] - n_total = estimate.n_analogs + # #pdf-honesty (#oblast-E deals-priority regression fix, 2026-08-10): raw + # estimate.n_analogs is the count of listings that drove the HEADLINE math — + # it is deliberately 0 when the headline was ceded to the ДКП deals corridor + # (estimator.py `deals_headline_due_to_thin_listings`), even though the thin + # listings that triggered that cession are still shown below as display cards + # (estimate.analogs — never cleared, see estimator.py #1871 ghost-anchor + # guard comment). Printing raw n_analogs there read as "0 шт." above a + # non-empty examples table — a client-visible contradiction. n_analogs is + # normally >= len(analogs) (analogs is a top-10-capped SUBSET of what + # n_analogs counts, see AnalogLot/AggregatedEstimate docstring) — max() is a + # no-op in that common case (count stays the honest FULL n_analogs) and only + # changes anything in this one pathological case, where it falls back to + # "how many are actually shown" instead of the dishonest zero. + n_total = max(estimate.n_analogs, len(estimate.analogs)) # #1531: убрана строка-дубль «(с учётом ремонта)». Estimator НЕ фильтрует # аналоги по repair_state (coverage listings.repair_state ~2%, см. estimator.py:160), # а лишь применяет ценовой коэффициент к медиане/диапазону — поэтому отдельного @@ -1306,6 +1366,10 @@ def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, bra examples_rows = _examples_rows(top5) heading_html = _section_heading("02", "РЫНОК КВАРТИР – АНАЛОГОВ ПО ОБЪЯВЛЕНИЯМ") + # #pdf-honesty — see helper docstrings above. Both no-op ("") in the common + # (unrelaxed, non-deals-sourced) case — byte-identical page in that case. + deals_sourced_note = _deals_sourced_thin_listings_note_html(estimate) + reliability_note = _reliability_note_html(estimate, n_total) return f"""
@@ -1320,6 +1384,7 @@ def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, bra Количество объявлений по аналогичным объектам {_mono(f"{n_total} шт.")} + {deals_sourced_note}
Источники данных
{sources_html}
@@ -1344,6 +1409,7 @@ def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, bra + {reliability_note}

Диапазон цен в объявлениях

diff --git a/tradein-mvp/backend/tests/test_estimator_headline_sufficiency.py b/tradein-mvp/backend/tests/test_estimator_headline_sufficiency.py index 3ae13ef7..a4033a0f 100644 --- a/tradein-mvp/backend/tests/test_estimator_headline_sufficiency.py +++ b/tradein-mvp/backend/tests/test_estimator_headline_sufficiency.py @@ -1,22 +1,55 @@ -"""#oblast-E — headline sufficiency gate (money-path audit, 2026-08-02). +"""#oblast-E — headline sufficiency gate (money-path audit, 2026-08-02, priority +RESTORED 2026-08-10) + #oblast-F — never-block relaxation cascade (product +decision, 2026-08-10). -Live-prod repro that motivated this gate: Серов 2к/45м², n=3 scraped listings → -headline 42 391 ₽/м² (−36% vs the city ДКП corridor, 54 126 ₽/м²); a neighbouring -street in the same town swung ±66% on 1-2 different random listings. Каменск- -Уральский returned a LITERAL 0 ₽ for a room/area combo with no local ДКП match -either, with no honest refusal surfaced. Первоуральск (0 listings) already fell -back to the (pre-existing) ДКП deals-headline fallback correctly — this gate -routes the THIN (1..HEADLINE_LISTINGS_MIN_N-1 listings) case into that SAME, -already-tested path instead of trusting a 1-4-lot median as the headline. +History: + 1. #oblast-E (2026-08-02) SUPPRESSED a thin (1..HEADLINE_LISTINGS_MIN_N-1) + listings sample to a literal zero, forcing the anchor/#oblast-D-deals- + fallback/insufficient_data chain to take over — motivated by a live + Серов repro (n=3 → 42 391 ₽/м², −36% vs the town's ДКП corridor of + 54 126 ₽/м²). + 2. #oblast-F (2026-08-10, first pass) reversed that suppression WHOLESALE — + a thin sample always kept its own median, even when a much more reliable + deals corridor was available. That accidentally REOPENED the exact Серов + bug #oblast-E existed to close. + 3. #oblast-E priority RESTORED (2026-08-10, same day, product correction): + "никогда не блокировать вывод" ≠ "предпочитать шумную медиану по 3 + объявлениям надёжному коридору по 54 сделкам". Final 3-way rule, in + `_price_from_inputs`'s gate: + - n_analogs >= HEADLINE_LISTINGS_MIN_N → listings median (unaffected). + - 0 < n_analogs < HEADLINE_LISTINGS_MIN_N AND a usable ДКП corridor + exists (count >= DEALS_HEADLINE_FALLBACK_MIN_N, median_ppm2 > 0) → + listings aggregate suppressed to zero, headline ceded to the + #oblast-D deals-headline-fallback chain (original #oblast-E + behaviour, restored). `PricingResult.deals_headline_due_to_thin_ + listings=True` — estimate_quality() adds relaxation label "оценка по + сделкам — мало объявлений рядом" and caps reliability at 'low'. + Listings display cards are NOT hidden (unlike original #oblast-E) — + `listings_clean` stays intact and estimate_quality() still surfaces + them as context even though they no longer drive n_analogs/median. + - 0 < n_analogs < HEADLINE_LISTINGS_MIN_N AND no usable ДКП corridor → + #oblast-F: keep the real thin median (never refuse outright). + Real refusal ("недостаточно данных") now happens ONLY at genuine n=0 + (no listings AND no usable anchor/deals) — the never-block requirement + with an honest, priority-ordered source selection. + +`estimate_quality()` tries to grow a thin sample FIRST via the #oblast-F +relaxation cascade (room-adjacency / freshness / novostroyki / radius, see +estimator.py module docstring) BEFORE `_price_from_inputs` (tested here in +Layer 1) ever runs the 3-way gate above — `listings` here is whatever that +cascade could find. Two layers: 1. `_price_from_inputs` unit tests (no DB, no estimate_quality overhead) — - boundary behaviour of the gate itself. + boundary behaviour of the gate itself: the 3-way rule, low-reliability + wording, listings_clean/listings_headline_thin_n/deals_headline_due_to_ + thin_listings bookkeeping. 2. `estimate_quality` integration tests — proves the money-path invariants - that matter to a caller: literal 0 never leaks as a "confident" price, - display `analogs` cards never outnumber what `n_analogs` claims, and the - explanation text describes what actually happened (not a stock "аналогов - не найдено" when some WERE found, just too few). + that matter to a caller: thin+usable-deals routes to the deals corridor + (Серов repro), thin+no-deals keeps its own median, display `analogs` + cards are shown either way, and the #oblast-F room-adjacency relaxation + (studio↔1-комн) actually grows a thin sample and is reported via + `AggregatedEstimate.relaxations` / `reliability`. """ from __future__ import annotations @@ -103,15 +136,14 @@ def test_threshold_is_five_not_lower() -> None: assert HEADLINE_LISTINGS_MIN_N == 5 -def test_four_listings_below_threshold_suppressed_no_fallback() -> None: - """n=4 (< 5), no ДКП signal → headline suppressed to the honest zero state, - NOT the naive median of 4 listings.""" +def test_four_listings_below_threshold_kept_not_suppressed() -> None: + """#oblast-F: n=4 (< 5) → the REAL 4-listing median is kept (product decision + 2026-08-10 — never zero out a thin-but-real sample), just flagged low.""" pr = _call(listings=_lots([200_000.0, 210_000.0, 220_000.0, 230_000.0])) - assert pr.median_ppm2 == 0.0 - assert pr.median_price == 0 - assert pr.n_analogs == 0 - assert pr.range_low == 0 - assert pr.range_high == 0 + assert pr.median_ppm2 == 215_000.0 + assert pr.n_analogs == 4 + assert pr.median_price == round(215_000.0 * 45.0) + assert pr.confidence == "low" def test_five_listings_at_threshold_not_suppressed() -> None: @@ -122,18 +154,21 @@ def test_five_listings_at_threshold_not_suppressed() -> None: assert pr.median_price == round(210_000.0 * 45.0) -def test_one_listing_below_threshold_suppressed() -> None: - """n=1 — the sharpest form of the Серов bug (a single random lot deciding - the whole headline) — must be suppressed exactly like n=4.""" +def test_one_listing_below_threshold_kept_not_suppressed() -> None: + """#oblast-F: n=1 — the sharpest thin case — still keeps its own (single-lot) + median rather than being zeroed; confidence stays 'low'.""" pr = _call(listings=_lots([200_000.0])) - assert pr.median_ppm2 == 0.0 - assert pr.n_analogs == 0 + assert pr.median_ppm2 == 200_000.0 + assert pr.n_analogs == 1 + assert pr.confidence == "low" def test_thin_sample_with_sufficient_deals_uses_deals_headline() -> None: - """n=3 listings (thin) + a usable ДКП corridor → headline comes from the - deal corridor median, NOT the 3-listing median (live Серов repro: 3 - listings gave 42 391 vs the honest ДКП-based ~54 126).""" + """#oblast-E priority RESTORED (2026-08-10 product correction): a thin + (n=3) listings sample must NOT outrank a usable ДКП deals corridor — this + is the exact live Серов repro #oblast-E exists for (3 noisy listings gave + 42 391 ₽/м², the honest 54-deal corridor gives 65 957 ₽/м²). Headline + comes from the deal corridor median, NOT the 3-listing median.""" dkp_raw = { "count": 54, "low_ppm2": 44_000, @@ -151,12 +186,23 @@ def test_thin_sample_with_sufficient_deals_uses_deals_headline() -> None: ) assert pr.n_analogs == 0, "honest: 0 scraped-listing analogs back this headline" assert pr.confidence == "low" + assert pr.deals_headline_due_to_thin_listings is True + assert pr.listings_clean, "listings_clean must stay intact — display cards still show them" + # #4: explanation must not falsely claim "рядом нет объявлений" (some WERE + # found, just ceded priority to the more reliable deals corridor) and must + # NOT also carry the separate "Оценка построена по N аналогам" thin-kept + # wording (that phrasing is reserved for the no-usable-corridor branch). + assert pr.explanation is not None + assert "рядом нет актуальных объявлений" not in pr.explanation.lower() + assert "сделкам росреестра" in pr.explanation.lower() + assert "оценка построена по 3" not in pr.explanation.lower() -def test_thin_sample_with_insufficient_deals_stays_zero() -> None: +def test_thin_sample_with_thin_deals_also_uses_real_listings_median() -> None: """n=3 listings (thin) + a ДКП corridor that is ITSELF too thin - (< DEALS_HEADLINE_FALLBACK_MIN_N) → neither source is trusted; honest zero, - not a fabricated number from either side.""" + (< DEALS_HEADLINE_FALLBACK_MIN_N) → the corridor is NOT usable, so + #oblast-F's never-block rule applies: the real listings median is kept + rather than refusing (neither source alone would justify a hard zero).""" dkp_raw = { "count": 1, "low_ppm2": 40_000, @@ -165,49 +211,51 @@ def test_thin_sample_with_insufficient_deals_stays_zero() -> None: "period_months": 12, } pr = _call(listings=_lots([42_391.0, 26_818.0, 75_058.0]), dkp_raw=dkp_raw) - assert pr.median_ppm2 == 0.0 - assert pr.median_price == 0 - assert pr.n_analogs == 0 + assert pr.median_ppm2 == 42_391.0 + assert pr.n_analogs == 3 + assert pr.deals_headline_due_to_thin_listings is False -def test_thin_sample_explanation_is_honest_about_count() -> None: - """The explanation for a thin-but-nonzero sample must say HOW MANY listings - were found (not the generic 'ничего не найдено' text used for a genuine - zero-listing case) — #4 in the task: explanation must match reality.""" +def test_thin_sample_explanation_is_honest_about_low_accuracy() -> None: + """#4 (task spec): the explanation for a thin-but-real sample must read as + "small sample, lower accuracy" — NOT the old refusal-flavoured "минимум для + оценки по рынку" copy, and NOT the generic zero-analogs text.""" pr = _call(listings=_lots([200_000.0, 210_000.0])) # n=2 assert pr.explanation is not None assert "2" in pr.explanation - assert "недостаточно" in pr.explanation.lower() - # Must NOT reuse the "nothing found at all" copy — 2 listings WERE found. + assert "выборка мала" in pr.explanation.lower() + assert "точность снижена" in pr.explanation.lower() + assert "минимум для оценки по рынку" not in pr.explanation.lower() assert "не найдено аналогов" not in pr.explanation.lower() -def test_thin_sample_deals_fallback_explanation_does_not_claim_zero_listings() -> None: - """#4: once the ДКП fallback fires for a thin (not zero) sample, the - explanation must not falsely claim 'рядом нет объявлений' — some WERE - found, just not enough to trust.""" +def test_zero_listings_with_sufficient_deals_still_uses_deals_headline() -> None: + """Control: the #oblast-D deals-headline-fallback path is UNCHANGED for + GENUINELY zero listings (n=0) — #oblast-F only affects the 1..N-1 thin + case, not the true-zero case, which still needs a fallback source.""" dkp_raw = { - "count": 20, - "low_ppm2": 40_000, - "median_ppm2": 60_000, - "high_ppm2": 80_000, + "count": 54, + "low_ppm2": 44_000, + "median_ppm2": 65_957, + "high_ppm2": 89_000, "period_months": 12, } - pr = _call(listings=_lots([200_000.0, 210_000.0, 220_000.0]), dkp_raw=dkp_raw) + pr = _call(listings=[], dkp_raw=dkp_raw) + assert pr.median_ppm2 == 65_957.0 + assert pr.n_analogs == 0 + assert pr.confidence == "low" assert pr.explanation is not None - assert "рядом нет актуальных объявлений" not in pr.explanation.lower() + assert "рядом нет актуальных объявлений" in pr.explanation.lower() assert "сделкам росреестра" in pr.explanation.lower() -def test_thin_sample_listings_clean_preserved_for_anchor_ghost_guard() -> None: - """Regression guard: the gate must suppress the AGGREGATE (median/n_analogs) - without clearing `listings_clean` itself — the same-building anchor's own - ghost-anchor guard (#1871) reads `listings_clean` truthiness to tell - "genuinely zero nearby listings" from "some nearby, just too few to trust - as headline", and conflating the two was caught regressing - test_estimator_split_corridor_1871.py during this change.""" +def test_thin_sample_listings_clean_preserved_and_thin_n_still_tracked() -> None: + """listings_clean stays intact (unchanged invariant — same-building anchor's + ghost-anchor guard #1871 depends on it) AND, post-#oblast-F, n_analogs is + the REAL count (not zeroed) while listings_headline_thin_n still marks the + sample as thin for the low-reliability note upstream.""" pr = _call(listings=_lots([200_000.0, 210_000.0, 220_000.0])) - assert pr.n_analogs == 0 + assert pr.n_analogs == 3 assert len(pr.listings_clean) == 3 assert pr.listings_headline_thin_n == 3 @@ -219,6 +267,42 @@ def test_sufficient_sample_listings_headline_thin_n_is_zero() -> None: assert pr.listings_headline_thin_n == 0 +def test_repair_coefficient_now_applies_to_thin_sample() -> None: + """#oblast-F: pre-#oblast-F, the repair-state coefficient was skipped for a + thin sample because the headline was already zeroed (applying it would be a + no-op). Now that the real median is kept, the coefficient must apply.""" + pr_no_repair = _call(listings=_lots([200_000.0, 210_000.0])) # n=2, thin + pr = _price_from_inputs( + listings=_lots([200_000.0, 210_000.0]), + area_m2=45.0, + rooms=2, + repair_state="excellent", + floor=5, + total_floors=9, + target_year=None, + analog_tier="W", + fallback_used=False, + area_widened=False, + anchor_comps=[], + anchor_tier_fetched=None, + dkp_raw=None, + imv_anchor=None, + imv_eval=None, + yandex_val_present=False, + cian_val_present=False, + ratio_resolver=lambda _appm2: (None, None), + quarter_index_lookup=lambda q: None, + quarter_indexes_lookup=lambda qs: {}, + target_house_cadnum=None, + dadata_coarse=False, + geo=_geo(), + dadata_qc_geo=None, + ) + assert ( + pr.median_price != pr_no_repair.median_price + ), "repair coefficient must be applied even for a thin (#oblast-E-flagged) sample" + + # ───────────────────────────────────────────────────────────────────────────── # Layer 2 — `estimate_quality` integration tests (full stub-patched I/O path) # ───────────────────────────────────────────────────────────────────────────── @@ -261,24 +345,31 @@ def _serov_payload() -> Any: def _run_estimate( *, - analogs: list[dict[str, Any]], + analogs: list[dict[str, Any]] | None = None, dkp_raw: dict[str, Any] | None, + fetch_analogs_side_effect: Any = None, + payload: Any = None, + geo: GeocodeResult | None = None, ) -> Any: from app.services.estimator import estimate_quality db = MagicMock() - payload = _serov_payload() + payload = payload or _serov_payload() + geo = geo or _geo() + + fetch_analogs_kwargs: dict[str, Any] = ( + {"side_effect": fetch_analogs_side_effect} + if fetch_analogs_side_effect is not None + else {"return_value": (list(analogs or []), False, "W")} + ) async def _run() -> Any: with ( - patch("app.services.estimator.geocode", new=AsyncMock(return_value=_geo())), + patch("app.services.estimator.geocode", new=AsyncMock(return_value=geo)), patch("app.services.estimator.dadata_clean_address", new=AsyncMock(return_value=None)), patch("app.services.estimator.match_house_readonly", return_value=None), patch("app.services.estimator.get_house_metadata", new=AsyncMock(return_value=None)), - patch( - "app.services.estimator._fetch_analogs", - return_value=(list(analogs), False, "W"), - ), + patch("app.services.estimator._fetch_analogs", **fetch_analogs_kwargs), patch("app.services.estimator._fetch_anchor_comps", return_value=([], None)), patch("app.services.estimator._fetch_deals", return_value=[]), patch( @@ -301,40 +392,47 @@ def _run_estimate( return anyio.run(_run) -def test_e2e_thin_no_deals_never_leaks_literal_zero_as_confident_price() -> None: - """Каменск-Уральский-style repro: thin listings, no usable ДКП corridor — - median_price_rub must be 0 AND insufficient_data must be True TOGETHER - (the AggregatedEstimate.insufficient_data computed_field invariant that - stops a literal 0 ₽ reaching the user as a confident number).""" +def test_e2e_thin_sample_no_relaxation_help_keeps_real_median() -> None: + """#oblast-F: 2 thin listings, no ДКП, and the mocked `_fetch_analogs` always + returns the SAME 2 listings regardless of relaxation params (none of them + help) — median_price_rub must be the REAL non-zero 2-listing median, + insufficient_data False, n_analogs=2, confidence='low', reliability + 'very_low' (n<3), relaxations empty (nothing actually helped).""" analogs = [ _make_listing(price_per_m2=200_000.0, address="ул. Ленина, 5"), _make_listing(price_per_m2=210_000.0, address="ул. Ленина, 7"), ] est = _run_estimate(analogs=analogs, dkp_raw=None) - assert est.median_price_rub == 0 - assert est.insufficient_data is True - assert est.n_analogs == 0 + assert est.median_price_rub == round(205_000.0 * 45.0) + assert est.insufficient_data is False + assert est.n_analogs == 2 assert est.confidence == "low" + assert est.relaxations == [] + assert est.reliability == "very_low" -def test_e2e_thin_sample_display_cards_never_outnumber_n_analogs() -> None: - """The 2 thin listings must NOT be surfaced as `analogs` display cards while - n_analogs reports 0 — that would be the same dishonesty (confident-looking - UI) this whole gate exists to remove.""" +def test_e2e_thin_sample_display_cards_match_n_analogs() -> None: + """#oblast-F: display `analogs` cards are NO LONGER suppressed for a thin + sample — they must match n_analogs exactly (both = 2), never hidden.""" analogs = [ _make_listing(price_per_m2=200_000.0, address="ул. Ленина, 5"), _make_listing(price_per_m2=210_000.0, address="ул. Ленина, 7"), ] est = _run_estimate(analogs=analogs, dkp_raw=None) - assert est.n_analogs == 0 - assert est.analogs == [] + assert est.n_analogs == 2 + assert len(est.analogs) == 2 def test_e2e_serov_repro_thin_sample_routes_to_deals_headline() -> None: - """Live Серов repro (n=3 scraped listings, wide ДКП corridor available): - headline must come from the deal corridor, not the noisy 3-listing median, - and the estimate must be honestly non-'insufficient' (a real number, low - confidence, deals-sourced).""" + """Live Серов repro (n=3 scraped listings, wide ДКП corridor available) — + #oblast-E priority RESTORED: headline must come from the deal corridor, + not the noisy 3-listing median. Also proves the #4 task-spec requirements + layered on top of the restored priority: the estimate is honestly non- + 'insufficient' (a real number, low confidence), reliability is capped at + 'low' (not 'very_low' — a 54-deal corridor is real signal), the + relaxation label names the source switch, AND the 3 thin listings are + still shown as display cards (not discarded) even though they no longer + drive n_analogs/median.""" analogs = [ _make_listing(price_per_m2=42_391.0, address="ул. Льва Толстого, 8А"), _make_listing(price_per_m2=26_818.0, address="ул. Кирова, 4"), @@ -354,12 +452,15 @@ def test_e2e_serov_repro_thin_sample_routes_to_deals_headline() -> None: assert est.confidence == "low" assert est.confidence_explanation is not None assert "сделкам росреестра" in est.confidence_explanation.lower() + assert est.reliability == "low", "a 54-deal corridor is real signal, not 'very_low'" + assert "оценка по сделкам — мало объявлений рядом" in est.relaxations + assert len(est.analogs) == 3, "thin listings must still surface as display cards" def test_e2e_sufficient_five_analogs_unaffected_control() -> None: """Control (mirrors the Екатеринбург prod check in the PR): a sample that clears the threshold is priced exactly as before — headline is the real - listings median, all 5 analogs counted.""" + listings median, all 5 analogs counted, no relaxations needed.""" analogs = [ _make_listing(price_per_m2=195_000.0, address="ул. Ленина, 5"), _make_listing(price_per_m2=205_000.0, address="ул. Ленина, 7"), @@ -371,3 +472,78 @@ def test_e2e_sufficient_five_analogs_unaffected_control() -> None: assert est.median_price_per_m2 == 210_000 assert est.n_analogs == 5 assert est.insufficient_data is False + assert est.relaxations == [] + assert est.reliability == "low" # n=5 falls in the 3..7 bucket + + +def test_e2e_rooms_relaxation_includes_studios_when_thin() -> None: + """#oblast-F step (a) — the exact scenario from the task spec: rooms=1 thin + sample (studio-adjacent building, live prod repro Академика Парина 46/5) → + cascade retries with rooms IN (0,1) and finds a trustworthy sample there. + Asserts: studios pulled in, `relaxations` names it, real non-zero median, + reliability downgraded to 'low' (thin base sample).""" + from app.schemas.trade_in import TradeInEstimateInput + + exact_rooms1 = [ + _make_listing(price_per_m2=150_000.0, address="ул. Парина, 1", area_m2=23.0), + _make_listing(price_per_m2=155_000.0, address="ул. Парина, 2", area_m2=23.0), + ] + studio_pool = [ + *exact_rooms1, + _make_listing(price_per_m2=140_000.0, address="ул. Парина, 3", area_m2=20.0), + _make_listing(price_per_m2=145_000.0, address="ул. Парина, 4", area_m2=21.0), + _make_listing(price_per_m2=148_000.0, address="ул. Парина, 5", area_m2=22.0), + ] + + def _fetch_analogs_stub(*_args: Any, **kwargs: Any) -> tuple[list[dict[str, Any]], bool, str]: + if kwargs.get("rooms_min") == 0 and kwargs.get("rooms_max") == 1: + return list(studio_pool), False, "W" + return list(exact_rooms1), False, "W" + + geo = GeocodeResult( + lat=56.838, + lon=60.595, + full_address="Свердловская обл., Екатеринбург, ул. Парина, 46/5", + provider="nominatim", + ) + payload = TradeInEstimateInput( + address="ЕКБ, ул. Парина, 46/5", + area_m2=23.1, + rooms=1, + ) + + est = _run_estimate( + dkp_raw=None, + fetch_analogs_side_effect=_fetch_analogs_stub, + payload=payload, + geo=geo, + ) + + assert "учтены студии" in est.relaxations + assert est.median_price_rub > 0 + assert est.reliability == "low" + assert est.n_analogs == 5 + + +def test_e2e_radius_relaxation_respects_explicit_user_radius() -> None: + """#oblast-F step (d) contract: when the user explicitly picked radius_m + (#2044), the cascade must NOT auto-expand past it — mirrors the existing + radius-fallback contract above (no auto-expansion beyond user's choice).""" + from app.schemas.trade_in import TradeInEstimateInput + + thin = [ + _make_listing(price_per_m2=200_000.0, address="ул. Ленина, 5"), + _make_listing(price_per_m2=210_000.0, address="ул. Ленина, 7"), + ] + payload = TradeInEstimateInput( + address="Серов, ул. Ленина, 5", + area_m2=45.0, + rooms=2, + floor=5, + total_floors=9, + city_hint="Серов", + radius_m=1500, + ) + est = _run_estimate(analogs=thin, dkp_raw=None, payload=payload) + assert not any("радиус расширен" in r for r in est.relaxations) + assert est.search_radius_m == 1500 diff --git a/tradein-mvp/backend/tests/test_pdf_security.py b/tradein-mvp/backend/tests/test_pdf_security.py index da5722ec..7d6d21ed 100644 --- a/tradein-mvp/backend/tests/test_pdf_security.py +++ b/tradein-mvp/backend/tests/test_pdf_security.py @@ -423,6 +423,86 @@ def test_build_listings_page_none_year_built_no_crash() -> None: assert "РЫНОК КВАРТИР" in html +# ── #pdf-honesty (#oblast-E deals-priority regression fix, 2026-08-10) ──────── +# n_analogs==0 (headline ceded to the ДКП deals corridor, estimator.py +# `deals_headline_due_to_thin_listings`) with a non-empty `analogs` display list +# (thin listings kept as reference cards) used to print "0 шт." above a +# non-empty examples table — a client-visible contradiction that leaked into +# the PDF handed to clients. See _build_listings_page / _deals_sourced_thin_ +# listings_note_html / _reliability_note_html. + + +def test_listings_page_zero_analogs_shown_cards_no_false_zero_count() -> None: + """The exact bug: n_analogs=0 + 3 shown analogs must NOT print '0 шт.' — + falls back to the actually-shown population (3) and adds an honest + deals-sourced footnote.""" + analogs = [ + _analog(address="ул. Льва Толстого, 8А"), + _analog(address="ул. Кирова, 4"), + _analog(address="ул. Льва Толстого, 34"), + ] + est = _estimate(n_analogs=0, analogs=analogs, sources_used=["avito"]) + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "0 шт." not in html + assert "3 шт." in html + assert "Оценка построена по зарегистрированным сделкам Росреестра" in html + assert "почти нет" in html + + +def test_listings_page_zero_analogs_empty_cards_stays_honest_zero() -> None: + """Control: genuinely zero listings (no cards to show either) — '0 шт.' is + honest here, and the deals-sourced footnote (which explains a MISMATCH) + must NOT appear since there is nothing to reconcile.""" + est = _estimate(n_analogs=0, analogs=[]) + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "0 шт." in html + assert "Оценка построена по зарегистрированным сделкам Росреестра" not in html + + +def test_listings_page_healthy_sample_keeps_full_n_analogs_not_capped_len() -> None: + """Control/regression guard for the max() choice: a healthy sample where + n_analogs (15) EXCEEDS the capped display list (10, AggregatedEstimate's + own top-10 cap) must keep printing the full honest count (15 шт.), NOT + silently understate it to len(analogs) (10 шт.).""" + analogs = [_analog(address=f"ул. Тест, {i}") for i in range(10)] + est = _estimate(n_analogs=15, analogs=analogs, sources_used=["avito"]) + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "15 шт." in html + assert "10 шт." not in html + + +def test_listings_page_relaxations_warning_shown_with_labels() -> None: + """relaxations non-empty → warning block present, names the labels, and + reliability != 'ok' — mirrors what the web LowConfidenceBanner already + shows (see AggregatedEstimate docstring).""" + est = _estimate(relaxations=["учтены студии", "радиус расширен до 3000 м"], reliability="low") + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "Точность оценки снижена." in html + assert "учтены студии" in html + assert "радиус расширен до 3000 м" in html + + +def test_listings_page_reliability_downgraded_no_relaxations_fallback_text() -> None: + """reliability != 'ok' but relaxations is empty (cascade couldn't grow a + thin sample, estimator.py #oblast-F) → warning block still shown, with a + fallback sentence (not an empty label list).""" + est = _estimate(n_analogs=2, reliability="very_low", relaxations=[]) + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "Точность оценки снижена." in html + assert "небольшой выборке" in html + + +def test_listings_page_no_warning_block_when_ok_and_no_relaxations() -> None: + """Control: the common/unrelaxed case (reliability='ok' default, no + relaxations) — no warning block at all, byte-identical to the report + before these fields existed.""" + est = _estimate() + assert est.reliability == "ok" + assert est.relaxations == [] + html = mod._build_listings_page(est, _SNAPSHOT, _GENERIC) + assert "Точность оценки снижена." not in html + + def test_build_deals_page_none_year_built_no_crash() -> None: snap = dict(_SNAPSHOT) snap["year_built"] = None diff --git a/tradein-mvp/backend/tests/test_street_deals_endpoint.py b/tradein-mvp/backend/tests/test_street_deals_endpoint.py index c1ea1249..003883e1 100644 --- a/tradein-mvp/backend/tests/test_street_deals_endpoint.py +++ b/tradein-mvp/backend/tests/test_street_deals_endpoint.py @@ -107,6 +107,64 @@ def test_extract_street_name_parametrized(address: str | None, expected: str | N assert extract_street_name(address) == expected +@pytest.mark.parametrize( + "address,expected", + [ + # Live-prod repro (2026-08-10): DaData format — abbreviations WITHOUT a + # trailing dot ("ул Академика Парина", not "ул. ..."), plus a leading + # postal index + admin parts ("620105, Свердловская обл, г + # Екатеринбург, Академический р-н, ..."). Old `_STREET_KW_RE` required + # the dot → keyword never matched on ANY DaData address → street-deals + # / sales-vs-listings endpoints silently returned empty for every + # DaData-geocoded request, not just this one. + ( + "620105, Свердловская обл, г Екатеринбург, Академический р-н, " + "ул Академика Парина, д 46/5", + "Академика Парина", + ), + # Same address, WITH the dot — must give the identical result (dot + # optional, not dot-forbidden). + ( + "620105, Свердловская обл, г Екатеринбург, Академический р-н, " + "ул. Академика Парина, д 46/5", + "Академика Парина", + ), + # Same address, full word "улица" — the alternation-order/backtracking + # concern: "ул\\.?" must NOT eat the "ул" prefix of "улица" and leave + # "ица ..." behind. + ( + "620105, Свердловская обл, г Екатеринбург, Академический р-н, " + "улица Академика Парина, д 46/5", + "Академика Парина", + ), + # Without the leading postal index — same admin prefix otherwise. + ( + "Свердловская обл, г Екатеринбург, Академический р-н, ул Академика Парина, д 46/5", + "Академика Парина", + ), + # Bare street+house, no admin prefix at all. + ("ул Академика Парина, д 46/5", "Академика Парина"), + # Other dot-optional abbreviations from _STREET_KW_RE (пр/пер/ш/наб/пл/мкр). + ("г Екатеринбург, пр Ленина, 5", "Ленина"), + ("г Екатеринбург, пер Красный, 4", "Красный"), + ("г Екатеринбург, наб Реки Исеть, 1", "Реки Исеть"), + # "ул. X" / "ул X" / "улица X" must all agree (no dot-optional regression). + ("Екатеринбург, ул. Малышева, 1", "Малышева"), + ("Екатеринбург, ул Малышева, 1", "Малышева"), + ("Екатеринбург, улица Малышева, 1", "Малышева"), + ], +) +def test_extract_street_name_dadata_no_dot_abbreviations( + address: str | None, expected: str | None +) -> None: + """#pdf-honesty/street-deals live-prod fix (2026-08-10): DaData addresses + use dot-less abbreviations ("ул", "пр", "пер", "ш", "наб", "пл", "мкр") + — _STREET_KW_RE must match them exactly like the dotted forms.""" + from app.services.estimator import extract_street_name + + assert extract_street_name(address) == expected + + # ── Helpers ─────────────────────────────────────────────────────────────────── diff --git a/tradein-mvp/frontend/src/app/v2/page.tsx b/tradein-mvp/frontend/src/app/v2/page.tsx index 49cc2846..f0164c23 100644 --- a/tradein-mvp/frontend/src/app/v2/page.tsx +++ b/tradein-mvp/frontend/src/app/v2/page.tsx @@ -20,6 +20,7 @@ import TopNav from "@/components/trade-in/v2/TopNav"; import HeroBar from "@/components/trade-in/v2/HeroBar"; import ParamsPanel from "@/components/trade-in/v2/ParamsPanel"; import ResultPanel from "@/components/trade-in/v2/ResultPanel"; +import { LowConfidenceBanner } from "@/components/trade-in/v2/LowConfidenceBanner"; import { ObjectSummary } from "@/components/trade-in/v2/ObjectSummary"; import { LeadForm } from "@/components/trade-in/v2/LeadForm"; import { Footer } from "@/components/trade-in/v2/Footer"; @@ -584,6 +585,18 @@ export default function TradeInV2Page() { // — no hydration drift, same reason the PDF control is gated behind `mounted`. const hasEstimate = mounted && estimate != null && !insufficient; + // fix (never-block estimate) — reliability/relaxations are optional on the + // wire (old/cached estimates predate the backend fields), default to the + // "nothing to disclose" values so a stale response never fabricates a + // warning. LowConfidenceBanner mounts above the result whenever the sample + // was thin (reliability !== "ok") or the backend had to relax the search to + // produce a price at all (relaxations.length > 0) — never on insufficient + // (no price at all — that stays InsufficientPanel, no banner to layer over). + const reliability = estimate?.reliability ?? "ok"; + const relaxations = estimate?.relaxations ?? []; + const showLowConfidenceBanner = + !insufficient && (reliability !== "ok" || relaxations.length > 0); + // ── Mapped presentation data (memoised so nav/drawer toggles don't recompute // geometry). ────────────────────────────────────────────────────────── const report = useMemo( @@ -772,12 +785,31 @@ export default function TradeInV2Page() { /> ); } else if (estimate && !insufficient && resultPanelData) { + // Banner is a sibling ABOVE ResultPanel, not a change to ResultPanel + // itself — the wrapper only replaces the direct grid child; ResultPanel's + // own markup/props are untouched from before this fix. middleContent = ( - +
+ {showLowConfidenceBanner && ( + + )} + +
); } else if (estimate && insufficient) { middleContent = ; diff --git a/tradein-mvp/frontend/src/components/trade-in/HeroSummary.tsx b/tradein-mvp/frontend/src/components/trade-in/HeroSummary.tsx index b55e7e62..1b89abe9 100644 --- a/tradein-mvp/frontend/src/components/trade-in/HeroSummary.tsx +++ b/tradein-mvp/frontend/src/components/trade-in/HeroSummary.tsx @@ -185,6 +185,15 @@ export function HeroSummary({ estimate, input, onResubmit, isResubmitting = fals const [enrichRepairState, setEnrichRepairState] = useState(""); // Фото первого аналога с картинкой — вместо пустого серого плейсхолдера. const heroPhoto = estimate.analogs.find((a) => a.photo_url)?.photo_url ?? null; + // fix (v1 stale-tail) — n_analogs=0 больше не значит «аналогов нет»: бэкенд + // может посчитать headline по зарегистрированным сделкам ДКП, но всё равно + // отдать тонкую выборку объявлений в estimate.analogs (её же показывает + // ListingsCard ниже на этой странице) — «0 аналогов» рядом с видимыми + // карточками было бы прямым противоречием. Тон — как у v2 LowConfidenceBanner. + const analogsCaption = + estimate.n_analogs > 0 || estimate.analogs.length === 0 + ? `${estimate.n_analogs} аналогов` + : "оценка построена по зарегистрированным сделкам"; // Расчёт ширины для price bar (50% = середина): медиана внутри min/max const span = hi - lo; const medianPctRaw = span > 0 ? ((m - lo) / span) * 100 : 50; @@ -292,7 +301,7 @@ export function HeroSummary({ estimate, input, onResubmit, isResubmitting = fals {heroPhoto ? `фото аналога${estimate.sources_used[0] ? ` · ${sourceLabel(estimate.sources_used[0])}` : ""}` : estimate.sources_used.length > 0 - ? `${sourceLabel(estimate.sources_used[0])} · ${estimate.n_analogs} аналогов` + ? `${sourceLabel(estimate.sources_used[0])} · ${analogsCaption}` : "Нет фото"}
diff --git a/tradein-mvp/frontend/src/components/trade-in/ListingsCard.tsx b/tradein-mvp/frontend/src/components/trade-in/ListingsCard.tsx index b78b0f4a..632e3863 100644 --- a/tradein-mvp/frontend/src/components/trade-in/ListingsCard.tsx +++ b/tradein-mvp/frontend/src/components/trade-in/ListingsCard.tsx @@ -118,7 +118,12 @@ export function ListingsCard({ estimate, estimateId }: Props) {
Объявлений по аналогам
- {estimate.n_analogs} + {/* fix (v1 stale-tail) — n_analogs=0 больше не значит "объявлений + нет": бэкенд может посчитать headline по сделкам ДКП, но + всё равно отдать тонкую выборку объявлений в analogs (тот же + массив рендерит таблица ниже, см. `lots`). Показываем реальную + отображаемую популяцию, а не сырой n_analogs, когда он 0. */} + {estimate.n_analogs > 0 ? estimate.n_analogs : lots.length} шт
из {estimate.sources_used.length} источников
@@ -271,8 +276,21 @@ export function ListingsCard({ estimate, estimateId }: Props) {
- Показано {lots.length} из {estimate.n_analogs}{" "} - объявлений · отсортировано по расстоянию + {/* fix (v1 stale-tail) — see count-strip comment above: n_analogs=0 + with a non-empty lots[] is the deals-fallback branch, not "0 + analogs shown". Drop the false "из 0" denominator and disclose + the deals basis instead (same tone as v2 LowConfidenceBanner). */} + {estimate.n_analogs > 0 ? ( + <> + Показано {lots.length} из{" "} + {estimate.n_analogs} объявлений · отсортировано по расстоянию + + ) : ( + <> + Показано {lots.length} объявлений · + оценка построена по зарегистрированным сделкам · отсортировано по расстоянию + + )}
diff --git a/tradein-mvp/frontend/src/components/trade-in/v2/LowConfidenceBanner.tsx b/tradein-mvp/frontend/src/components/trade-in/v2/LowConfidenceBanner.tsx new file mode 100644 index 00000000..a1275bf1 --- /dev/null +++ b/tradein-mvp/frontend/src/components/trade-in/v2/LowConfidenceBanner.tsx @@ -0,0 +1,112 @@ +"use client"; + +// LowConfidenceBanner — fix (never-block estimate). Renders ABOVE the result +// block (ResultPanel) whenever the backend flags the analog sample as thin +// (`reliability !== "ok"`) or had to relax the search just to produce a +// price at all (`relaxations.length > 0`). It never blocks the estimate — +// v2/page.tsx's `insufficient` gate (InsufficientPanel) still fires only +// when there is truly no price (`insufficient_data`, median_price_rub <= 0). +// +// Root incident this fixes: a 23.1 m² studio in Екатеринбург got +// median_price_rub=0 purely because studios were being folded into 1-room +// analogs (see ParamsPanel's initRoomsLabel/rooms=0 fix) and the UI walled +// the whole estimate behind "недостаточно данных". Product call: always show +// the number, with an honest, visible caveat instead of a hard block. + +import { tokens } from "./tokens"; +import { pluralRu } from "./mappers"; +import type { ReliabilityLevel } from "@/types/trade-in"; + +interface LowConfidenceBannerProps { + // Caller (v2/page.tsx) resolves the optional backend fields to concrete + // values (reliability ?? "ok", relaxations ?? []) and decides whether to + // mount this component at all — kept required here so an omitted prop is a + // TS error, not a silent fallback (same contract as ResultPanel/ObjectSummary). + nAnalogs: number; + reliability: ReliabilityLevel; + relaxations: string[]; +} + +// Same one-off "danger" tint pairing already used elsewhere in v2 +// (AnalyticsView's sell-time tier tiles: rgba fill + soft hex border, no +// direct token equivalent) — kept identical here instead of inventing a new +// hex; the actual label colour is the real tokens.danger semantic token. +const bannerBg = "rgba(214,90,90,.08)"; +const bannerBorder = "1px solid #e6c3c3"; + +export function LowConfidenceBanner({ + nAnalogs, + reliability, + relaxations, +}: LowConfidenceBannerProps) { + const title = + reliability === "very_low" + ? "Данные ограничены — оценка ориентировочная" + : "Мало аналогов — точность снижена"; + + // The backend's deals-cession label duplicates the prose we already render + // in the nAnalogs === 0 branch — drop it there so the caveat is stated once. + const visibleRelaxations = + nAnalogs > 0 + ? relaxations + : relaxations.filter((r) => !r.startsWith("оценка по сделкам")); + + return ( +
+
+ {title} +
+ {/* Body text stays on the high-contrast ink token (not the danger + token) — tokens.danger (#cd6868) over this pale tint fails AA for + body copy, ink2 is the codebase's established accessible-contrast + choice (see tokens.ts comment block). */} +
+ {/* n_analogs === 0 with a price on screen is NOT an empty result: it is + the deals-corridor headline (backend cedes the headline to ДКП when + the listings sample is thin). Saying «найдено 0 аналогов» there + would contradict both the shown price and the listing cards below, + which are still rendered from the thin sample. */} + {nAnalogs > 0 ? ( + <> + Найдено {nAnalogs}{" "} + {pluralRu(nAnalogs, ["аналог", "аналога", "аналогов"])} — оценка + может быть неточной. + + ) : ( + <> + Оценка построена по зарегистрированным сделкам — подходящих + объявлений рядом почти нет. + + )} + {visibleRelaxations.length > 0 && ( + <> + {" "} + Для расчёта расширили параметры поиска:{" "} + {visibleRelaxations.join(", ")}. + + )} +
+
+ ); +} diff --git a/tradein-mvp/frontend/src/components/trade-in/v2/ParamsPanel.tsx b/tradein-mvp/frontend/src/components/trade-in/v2/ParamsPanel.tsx index 9d6b75a0..f6196e41 100644 --- a/tradein-mvp/frontend/src/components/trade-in/v2/ParamsPanel.tsx +++ b/tradein-mvp/frontend/src/components/trade-in/v2/ParamsPanel.tsx @@ -580,11 +580,15 @@ interface ParamsPanelProps { searchRadiusM?: number | null; } -// rooms number -> dropdown label. The design has no «Студия» option, so studio -// (0) and 1-room both map to "1"; >=5 collapses to "5+". null -> design default. +// rooms number -> dropdown label. fix (never-block estimate) — «Студия» +// (rooms=0) is its own option, no longer collapsed into "1" (that collapse +// sent rooms:1 on submit for real studios — root cause of a prod incident +// where a 23.1 m² studio got a false "недостаточно данных"). >=5 still +// collapses to "5+". null -> design default. function initRoomsLabel(rooms: number | null | undefined): string { if (rooms == null) return "2"; if (rooms >= 5) return "5+"; + if (rooms === 0) return "Студия"; if (rooms <= 1) return "1"; return String(rooms); } @@ -919,7 +923,7 @@ export default function ParamsPanel({ onSubmit?.({ address: trimmedAddress, area_m2: areaNum, - rooms: rooms === "5+" ? 5 : Number(rooms), + rooms: rooms === "5+" ? 5 : rooms === "Студия" ? 0 : Number(rooms), floor: floor.trim() ? Number(floor) : null, total_floors: totalFloors.trim() ? Number(totalFloors) : null, year_built: year.trim() ? Number(year) : undefined, diff --git a/tradein-mvp/frontend/src/components/trade-in/v2/SourcesMap.tsx b/tradein-mvp/frontend/src/components/trade-in/v2/SourcesMap.tsx index 3c836620..35cafb7d 100644 --- a/tradein-mvp/frontend/src/components/trade-in/v2/SourcesMap.tsx +++ b/tradein-mvp/frontend/src/components/trade-in/v2/SourcesMap.tsx @@ -419,10 +419,22 @@ export function SourcesMap({ estimate }: Props) { {/* Fix #1 — analogPoints is the top-10 display sample (only what the backend returns coords for); estimate.n_analogs is the true total used in the calc. "N из M" mirrors the deals-table "Показано N из - M" pattern so this never contradicts the market KPI band above. */} + M" pattern so this never contradicts the market KPI band above. + fix (v2 stale-tail) — n_analogs=0 with analogPoints non-empty is + the deals-fallback branch (headline built from ДКП сделки, thin + listing sample still plotted) — "N из 0" would read as a lie. + Drop the denominator and disclose the basis instead; kept short + (map caption, not a paragraph) but same tone as elsewhere in + this fix (HeroSummary/ListingsCard/LowConfidenceBanner). */} Объявлений: {analogPoints.length} - {" из "} - {estimate.n_analogs} + {estimate.n_analogs > 0 || analogPoints.length === 0 ? ( + <> + {" из "} + {estimate.n_analogs} + + ) : ( + " · по сделкам ДКП" + )} {dealPoints.length > 0 && ( <> {" · "}сделок: {dealPoints.length} diff --git a/tradein-mvp/frontend/src/components/trade-in/v2/mappers.ts b/tradein-mvp/frontend/src/components/trade-in/v2/mappers.ts index e153e3ec..2af10439 100644 --- a/tradein-mvp/frontend/src/components/trade-in/v2/mappers.ts +++ b/tradein-mvp/frontend/src/components/trade-in/v2/mappers.ts @@ -2105,7 +2105,12 @@ export function mapSources( const marketAds: MarketAds = { kpi: { - count: e != null ? String(e.n_analogs) : "—", + // fix (v2 stale-tail) — n_analogs=0 with adRows non-empty is the + // deals-fallback branch (headline built from ДКП сделки, thin listing + // sample still shown in the table right below this KPI tile) — a bare + // "0" here would directly contradict visible rows. Fall back to the + // actual displayed population (same fix as ListingsCard's count-strip). + count: e != null ? String(e.n_analogs > 0 ? e.n_analogs : e.analogs.length) : "—", median: e != null ? fmtMln(e.median_price_rub) : "—", ppm: e != null && Number.isFinite(e.median_price_per_m2) @@ -2156,9 +2161,15 @@ export function mapSources( "возможных выбросов исключено", ])} из расчёта разброса` : ""; + // fix (v2 stale-tail) — n_analogs=0 with a non-empty adRows[] is the + // deals-fallback branch, not "0 analogs shown" (see marketAds.kpi.count + // above). Drop the false "из 0" denominator and disclose the deals basis + // instead, same tone as HeroSummary/ListingsCard/LowConfidenceBanner. const adsFootnote = e != null - ? `Показано ${adRows.length} из ${e.n_analogs} объявлений${outlierNote}` + ? e.n_analogs > 0 + ? `Показано ${adRows.length} из ${e.n_analogs} объявлений${outlierNote}` + : `Показано ${adRows.length} объявлений · оценка построена по зарегистрированным сделкам${outlierNote}` : undefined; return { diff --git a/tradein-mvp/frontend/src/components/trade-in/v2/ui-config.ts b/tradein-mvp/frontend/src/components/trade-in/v2/ui-config.ts index 7e955710..9c01b5a4 100644 --- a/tradein-mvp/frontend/src/components/trade-in/v2/ui-config.ts +++ b/tradein-mvp/frontend/src/components/trade-in/v2/ui-config.ts @@ -13,7 +13,12 @@ import type { DropdownOptions } from "./types"; // ---- INPUTS / DROPDOWNS --------------------------------------------------- export const dropdownOptions: DropdownOptions = { - rooms: ["1", "2", "3", "4", "5+"], + // fix (never-block estimate) — «Студия» первым пунктом, маппится на rooms=0 + // (см. initRoomsLabel / handleSubmit в ParamsPanel.tsx). Раньше студии + // схлопывались в «1» → на сабмите уходил rooms:1 вместо rooms:0 — корневая + // причина прод-инцидента с 23.1 м² студией в ЕКБ (median=0 → ложная + // «недостаточно данных»). + rooms: ["Студия", "1", "2", "3", "4", "5+"], houseType: [ "Не указано", "Панельный", diff --git a/tradein-mvp/frontend/src/types/trade-in.ts b/tradein-mvp/frontend/src/types/trade-in.ts index 94f1dea2..38ecd503 100644 --- a/tradein-mvp/frontend/src/types/trade-in.ts +++ b/tradein-mvp/frontend/src/types/trade-in.ts @@ -42,6 +42,13 @@ export function asRepairState(v: string | null | undefined): RepairState | undef export type ConfidenceLevel = "low" | "medium" | "high"; +// fix (never-block estimate) — сигнал бэкенда о качестве выборки помимо +// insufficient_data (которое теперь true ТОЛЬКО когда цены реально нет, +// median_price_rub <= 0). "low"/"very_low" → UI показывает LowConfidenceBanner +// НАД оценкой вместо блокировки. Optional: старый бэкенд/кешированные оценки +// поле не отдают → UI фолбэк на "ok" (см. LowConfidenceBanner.tsx). +export type ReliabilityLevel = "ok" | "low" | "very_low"; + // Точность гео-привязки адреса (из DaData qc_geo): house=0, street=1, approximate≥2. export type AddressPrecision = "house" | "street" | "approximate"; @@ -168,6 +175,14 @@ export interface AggregatedEstimate { confidence_explanation: string | null; n_analogs: number; insufficient_data: boolean; // backend #697: true когда median_price_rub <= 0 (нет данных) + // fix (never-block estimate) — оценка теперь показывается всегда, пока цена + // посчитана (insufficient_data=false), даже при n_analogs=0 (фолбэк по + // сделкам ДКП). relaxations/reliability — как именно бэкенд ослабил поиск, + // чтобы всё-таки посчитать цену; UI рендерит их в LowConfidenceBanner НАД + // оценкой вместо блокирующей панели «недостаточно данных». Оба optional + + // с дефолтами при чтении ([] / "ok") — старый бэкенд их не отдаёт. + relaxations?: string[]; // готовые RU-подписи, напр. ["учтены студии", "радиус расширен до 3000 м"] + reliability?: ReliabilityLevel; period_months: number; // 24 analogs: AnalogLot[]; // top 5-10 actual_deals: AnalogLot[]; // last 12 mo