gendesign/tradein-mvp/backend/app/services
lekss361 8e4dea74dd feat(tradein): estimator — Yandex Valuation as on-demand 6th source
Stage 8 of YandexRealtyScraper v1 (Wave 6).

Adds Yandex Valuation tool (anonymous, no cookies) as on-demand enrichment
source in estimate_quality. Mirrors the Avito IMV pattern with 24h cache,
graceful degradation, and idempotent history persistence.

estimator.py:
- _yandex_valuation_cache_key(address, category, type) -> sha256
- _get_or_fetch_yandex_valuation_cached(db, address, ...) -> cache via
  external_valuations(source='yandex_valuation'). Any error -> None +
  log warning + estimator continues.
- _save_yandex_history_items(db, result) -> INSERT into
  house_placement_history(source='yandex_valuation') with synthesized
  ext_item_id (sha256 of address+date+area+floor+prices, first 32 chars).
  Idempotent via UNIQUE (source, ext_item_id). house_id stays NULL -
  estimator doesn't compute target_house_id yet (matching pipeline TBD).
- estimate_quality: call after IMV block, BEFORE deals fetch. Adds
  'yandex_valuation' to sources_used if Yandex returned a result.

Tests: 11 unit tests (cache key determinism, hit/miss, fetch error,
empty result, history item save / dedup / partial error). All pass.
Ruff clean (no new errors introduced).

Constants: YANDEX_VALUATION_CACHE_TTL_HOURS=24, default category=APARTMENT,
default type=SELL.
2026-05-23 17:10:07 +03:00
..
exporters fix(tradein): security hotfix — C-3 config default + C-4 empty estimate persist + C-6 PDF URL allowlist (#435) 2026-05-23 09:38:23 +00:00
matching feat(tradein): conflict_resolution — register Yandex sources in priority dicts (#471) 2026-05-23 14:03:35 +00:00
scrapers feat(tradein): yandex_newbuilding.py — ЖК landing parser (149 selectors + NLP) (#467) 2026-05-23 13:46:45 +00:00
__init__.py feat: add tradein-mvp subproject (Trade-In Estimator под /trade-in) 2026-05-21 00:25:39 +03:00
brand.py feat: add tradein-mvp subproject (Trade-In Estimator под /trade-in) 2026-05-21 00:25:39 +03:00
cian_session.py feat(tradein): cian_session cookies management + admin endpoints (Wave 4 Worker A) (#457) 2026-05-23 13:22:00 +00:00
estimator.py feat(tradein): estimator — Yandex Valuation as on-demand 6th source 2026-05-23 17:10:07 +03:00
geocoder.py fix(tradein): map-picker подставляет уличный адрес, а не название POI 2026-05-22 13:32:39 +05:00
house_metadata.py feat(tradein): кадастр зданий как источник house_metadata (#393) 2026-05-22 10:54:42 +05:00
scrape_pipeline.py feat(tradein): scrape_pipeline.py — Avito full orchestrator (search → houses → detail) (#451) 2026-05-23 12:55:13 +00:00