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41 commits

Author SHA1 Message Date
a50af40ad6 fix(tradein/avito): reap dead 404 listings in detail backfill (don't trip block breaker)
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avito_detail_backfill (mode=browser) aborted prod run 458 with
attempted=5 enriched=0 blocked=5: the lat-null pending queue is dominated
by DEAD listings (404 — that's why they are stale coord-holes). In browser
mode a dead listing's 404 page ("Ошибка 404. Страница не найдена") has no
item-view, so _is_detail_soft_block returned True → AvitoBlockedError →
backfill counted it as `blocked` and the consecutive-block breaker aborted
the run before reaching live listings.

- New AvitoListingGoneError (subclass of common AvitoError, NOT of
  AvitoBlockedError/AvitoRateLimitedError) so the backfill block-trap
  does not catch it.
- New _is_detail_not_found() detector + browser-mode branch in fetch_detail,
  checked BEFORE firewall/soft-block (keyed on the 404 title so it does not
  swallow the generic soft-block deflect). Curl path unchanged (404 → 302/
  non-200 → ValueError → failed, as before).
- Backfill: new `gone` counter; dedicated except AvitoListingGoneError branch
  that is neutral to the consecutive-block breaker and marks the listing
  is_active=FALSE (SAVEPOINT) so it leaves the snapshot scope.

Tests: unit for _is_detail_not_found (404 True; soft-block/item-view/empty
False), browser-mode fetch_detail raising AvitoListingGoneError (not Blocked),
and backfill gone-row marks inactive without aborting the breaker.
2026-06-28 14:05:31 +03:00
ca4637e5c8 fix(tradein/avito): detect HTTP-200 soft-block → rotate + coords-priority backfill ordering (#1950, #1967)
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Soft-block (HTTP 200 generic витрина без item-view) теперь детектится как блок → существующая 403/firewall reconnect-машинерия → ротация exit-IP вместо silent failed (blocked=0, enriched→0 каскад). + snapshot ORDER BY (lat IS NULL) DESC для приоритизации coord-holes (#1967, in-scope 321). Tests: test_avito_detail_soft_block.py. Full tradein suite 2591 passed.
2026-06-28 08:06:12 +00:00
2ebf7468cd fix(tradein/avito): hard-timeout on detail-backfill fetch — prevent zombie-hang (#1950)
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fetch_detail wrapped in asyncio.wait_for(90s) + bounded _rotate_ip — a single hung fetch no longer zombies the whole run (run 423 hung 7.7h). New except TimeoutError (failed+continue), avito_detail_fetch_timeout_s setting, admin trigger POST /scrape/avito-detail-backfill. Restores detail-queue throughput (coords #1967 + house_type). Refs #1950
2026-06-27 20:29:27 +00:00
50684ce87e fix(tradein/estimator): remove dead tier-aware-ratio path — truncation artifact + footgun (#2002)
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2026-06-27 17:34:54 +00:00
840d64a4a0 feat(tradein): premium_houses MV + premium_building flag (#2002)
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2026-06-27 16:40:39 +00:00
d35e61be16 feat(tradein): бэкфилл координат листингов из ekb_geoportal_buildings (street+house match)
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2026-06-20 17:08:46 +03:00
cc3ff7c3d2 feat(tradein/scrapers): detail_backfill через curl_cffi+backconnect вместо браузера/auv (развязка прокси)
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SERP (full_load/city_sweep) и detail_backfill делили один прокси-аккаунт auv (~5 коннектов).
Browser-фетч в backfill открывал десятки CONNECT-туннелей → cap превышался → HTTP 500/краши.

- config.py: avito_detail_backfill_use_curl=True (ENV AVITO_DETAIL_BACKFILL_USE_CURL)
- avito_detail_backfill.py: browser_mode гейтится флагом; use_curl=True → session=None,
  browser_fetcher=None → fetch_detail строит _build_detail_session() через scraper_proxy_url
  (backconnect mproxy, авто-ротация, 1 коннект/запрос)
- tests: 2 новых теста (use_curl=True → BrowserFetcher не создаётся; False → создаётся)
2026-06-20 15:55:24 +03:00
37fc50ad08 fix(scrapers): avito_detail_backfill — снапшот ЕКБ+active, detail browser-only без curl-fallback на бан (#1814)
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2026-06-19 21:58:35 +03:00
64d113d649 feat(tradein): EKB geoportal building ingest + geocoder tier (complete city buildings)
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2026-06-19 17:51:07 +03:00
f9769571a3 fix(cadastral): single-statement match UPDATE — OFFSET chunk skipped rows
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The chunked matcher paged the candidate set with OFFSET over the very predicate
it mutates (building_cadastral_number IS NULL). Matched rows drop out, so OFFSET
(reset to 0 OR advanced) skips un-processed rows: once >= batch_size unmatched
listings (beyond threshold) accumulate at the low-id front, the chunk matches 0
and the loop breaks early, leaving higher-id matchable listings unfilled.
Counterexample (batch=3, matchable ids 1,4,7,10): matches 1 and 4 then breaks,
missing 7 and 10. Unit tests used single-chunk fixtures so never caught it.

The full UPDATE is ~5s for ~41k listings, so replace the loop with ONE set-based
LATERAL KNN UPDATE over all candidates — correct and fast. batch_size kept in the
signature for schedule-param compat (now unused).
2026-06-18 10:28:19 +03:00
edd187b47f feat(cadastral): geo-nearest building matcher via local cad mirror
Backfill listings.building_cadastral_number (was 0%) from the nearest
cadastral building. gendesign_cad_buildings is a postgres_fdw foreign table
with no geom — a per-listing FDW nearest query is ~1.16s/row (~13h for 43k
listings). Instead materialize the FDW once into a LOCAL cad_buildings_local
table (Point geom + GIST), then run a fast local KNN nearest-neighbour join.

Perf: the distance gate uses geometry-space ST_DWithin(geom, point, deg) (GIST
index, no geography cast) + geom <-> KNN order + ST_DistanceSphere metric
recheck on the single nearest row. A geography-cast ST_DWithin in the WHERE
defeated the index (58s+, full update never finished); the geometry-gate design
does the whole ~41.9k-listing UPDATE in ~5.4s (refresh+match ~7s end-to-end),
matching 16027 listings at 50m across 2229 distinct buildings.

The match is GEO-NEAREST (approximate): a street-level-geocoded listing matches
the nearest building within threshold_m (default 50m), not necessarily its exact
cadastral building. Exact cadastral + parcel-containment deferred (cad_parcels
FDW not exposed). Threshold is logged.

- 124: cad_buildings_local table (empty) + GIST. Migration does not read the FDW
  (deploy-independent); populated by the refresh job.
- 125: scrape_schedules seed source=cadastral_geo_match, enabled, next_run_at
  tomorrow 09:00 UTC (after geocode_missing).
- tasks/cadastral_geo_match.py: refresh_cad_buildings_local (bulk FDW scan),
  match_listings_to_buildings (chunked LATERAL KNN UPDATE), run_cadastral_geo_match
  run-lifecycle wrapper.
- scheduler: trigger_cadastral_geo_match_run + dispatch (sync DB-only, executor).
2026-06-18 10:18:54 +03:00
b9eb478c8f feat(browser): per-source proxy pool behind FEATURE_BROWSER_POOL_ENABLED (Phase 1)
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Route each scraper source (avito/cian/yandex/domclick) to its own camoufox
browser+proxy so they no longer wedge each other through a single global egress.

Feature-flagged (FEATURE_BROWSER_POOL_ENABLED, default OFF): with the flag off the
/fetch and /login paths are byte-for-byte the existing single-browser behavior.
When on, /fetch routes by body["source"] to a per-proxy browser via BROWSER_PROXY_MAP
(BROWSER_PROXY_AVITO/CIAN/YANDEX/DOMCLICK with legacy fallbacks), each guarded by its
own lazy-launched lock. /login stays single-browser in Phase 1.

BrowserFetcher gains a source arg (default avito) and sends it in the /fetch body;
all scraper callsites pass their source. No docker-compose/.env.runtime changes
(Phase 2, owner-gated).
2026-06-18 09:01:50 +03:00
66433dfe1b feat(cian): collect price history via BrowserFetcher (fixes silent no-op backfill) (#1657)
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Co-authored-by: lekss361 <lekss361@gendsgn.local>
Co-committed-by: lekss361 <lekss361@gendsgn.local>
2026-06-16 19:47:16 +00:00
91f9a95f93 feat(scrapers): segment-aware generic deactivate_stale for yandex/cian (#1558)
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2026-06-16 16:09:19 +00:00
fd4a0d643d fix(tradein): review minors — scheduler comment + save-error log label
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- scheduler.py: исправлен stale-комментарий yandex_detail_backfill
  (был: «YandexDetailScraper httpx, no proxy layer»;
   теперь: fetch via curl_cffi chrome120 + scraper_proxy_url,
           parse via YandexDetailScraper.parse)
- yandex_detail_backfill.py: outer except — сообщение лога изменено на
  «save/iteration error for listing_id=%d» чтобы отличать save-ошибку
  от fetch/parse-None путей (run_id убран — он менее важен в этом scope)
2026-06-16 14:14:07 +03:00
e2e0291a0a fix(tradein): yandex detail backfill — заменить fetch_detail на curl_cffi+proxy
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YandexDetailScraper.fetch_detail использует plain httpx (BaseScraper._http_get)
без прокси и без TLS-fingerprinting → на датацентровом IP Yandex отдаёт капчу /
shell-HTML → parse всегда None → backfill 0% эффективен.

Замена: curl_cffi AsyncSession(chrome120 + scraper_proxy_url), идентично
yandex_address_backfill.py (доказано работающий путь на проде). HTTP 200 →
YandexDetailScraper.parse(html) (чистая функция, без сети). parse→None
считается fail (captcha wall); consecutive None → abort после max_consecutive_blocks.

Тесты обновлены: мокается AsyncSession.get + YandexDetailScraper.parse
(не fetch_detail). Добавлены кейсы: non-200 → abort, proxy=None → proxies=None.
2026-06-16 14:05:22 +03:00
03e43f12b5 feat(tradein): yandex detail backfill — save_detail_enrichment + nightly task (#1553)
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- yandex_detail.py: добавить save_detail_enrichment(db, listing_id, enrichment) → bool;
  UPDATE listings COALESCE по 17 полям (rooms/area_m2/floor/total_floors/address/
  description/repair_state/publish_date/views_total_yandex/publish_date_relative/
  agency_name/agency_founded_year/agency_objects_count/metro_stations/photo_urls/
  newbuilding_url/newbuilding_id); metro/photos → jsonb; detail_enriched_at = NOW()
- app/tasks/yandex_detail_backfill.py: новый task run_yandex_detail_backfill;
  snapshot SELECT source='yandex' AND detail_enriched_at IS NULL; YandexDetailScraper
  async context manager; consecutive None abort (max_consecutive_blocks=5); budget guard;
  run lifecycle update_heartbeat/mark_done/mark_failed
- scheduler.py: trigger_yandex_detail_backfill_run + elif source=='yandex_detail_backfill'
  в scheduler_loop; window 12-15 UTC (после avito_detail 09-12 UTC)
- migration 113: ADD COLUMN IF NOT EXISTS photo_urls jsonb, newbuilding_url text,
  newbuilding_id text; seed scrape_schedules yandex_detail_backfill enabled=true
- tests: 10 тестов (8 backfill + 2 save_detail_enrichment); 1819 passed 0 failed

Closes #1553
2026-06-16 13:58:20 +03:00
227e82dc01 feat(tradein): avito detail-enrichment nightly backfill (#1551)
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- New task app/tasks/avito_detail_backfill.py with run_avito_detail_backfill()
  * Single snapshot SELECT at start (guarantees termination)
  * Same proxy/AsyncSession path as scrape_pipeline.py step 5
  * Budget guard (budget_sec), consecutive block abort (mark_done not mark_failed)
  * rotate_ip() on every AvitoBlockedError; rollback on generic Exception (#1368)
  * start = time.monotonic() initialized before try so except can reference it
- Scheduler wiring: trigger_avito_detail_backfill_run() + elif in scheduler_loop()
- Migration 112: scrape_schedules INSERT window 09-12 UTC, batch_size=800,
  budget_sec=3600, request_delay_sec=6, max_consecutive_blocks=5
- 7 unit tests (no pytest-mock, unittest.mock only): all 7 passing,
  full CI suite 1809 passed
2026-06-16 13:25:29 +03:00
17fa6544a2 fix(geocode): set geocode_tried_at on successful geocode UPDATE
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Add geocode_tried_at = NOW() to the success UPDATE SET clause so
successfully-geocoded listings record their attempt time, matching
the per-ID admin endpoint contract and the column spec.
2026-06-16 10:07:51 +03:00
a56420bdfb fix(tradein): wire nightly geocode backfill для listings в in-app scheduler
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Root cause: 7674 avito/yandex/n1 listings з null-geom мають ненульовий address,
але geocode_tried_at IS NULL — OS cron геокодує тільки deals, ніколи listings.

Parts:
- geocode_missing.py: WHERE додає geocode_tried_at IS NULL OR tried_at < 7d
  (loop-safe); при failure (geo=None / exception) позначаємо tried_at=NOW().
  Новий run_geocode_missing_listings: batch loop з wall-clock budget (30m),
  update_heartbeat / mark_done / mark_failed lifecycle через scrape_runs.
- scheduler.py: trigger_geocode_missing_listings_run + dispatch elif.
- migration 110: seed scrape_schedules row (enabled=true, window 06-09 UTC).
- tests: оновлено 2 тести (commit на tried_at UPDATE); +7 нових тестів.
  1794 passed.
2026-06-16 10:01:49 +03:00
c9daf8e268 fix(tradein): yandex sweep — guard ext_id=NULL перед fetch_jk + cleanup httpx (#974 review M1/M3)
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M1: добавлен guard перед вызовом fetch_jk — если ext_id пустой/None при наличии
jk_slug, логируем warning, incrementим failed_fetch и пропускаем (continue).
Пустой jk_id формирует битый URL /{slug}-/ и коллизию на UNIQUE ext_id=''.

M3: в admin.py /scrape/yandex-newbuilding заменён `async with YandexNewbuildingScraper()`
на прямое `scraper = YandexNewbuildingScraper()` — fetch_jk использует внутренний
BrowserFetcher, httpx-клиент BaseScraper открывался вхолостую.

Тесты: добавлен test_sweep_slug_present_but_ext_id_null_skips_fetch.
2026-06-15 18:41:08 +03:00
feab585ad5 feat(tradein): yandex_newbuilding sweep-entrypoint + market-схема enrichment, seed dormant (#974)
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- SQL 105: CREATE SCHEMA market + market.yandex_jk_enrichment (ext_id UNIQUE, upsert-ready),
  houses.yandex_jk_slug, GRANT gendesign_reader на market-слой
- SQL 106: seed scrape_schedules yandex_newbuilding_sweep (enabled=false dormant, окно 02-05 UTC)
- yandex_newbuilding.py: fetch_jk → BrowserFetcher (camoufox), add resolve_yandex_jk_slug
  (SERP siteId query через BrowserFetcher, slug из _JK_SLUG_RE href)
- tasks/yandex_newbuilding_sweep.py: enrich_yandex_newbuilding_sweep (resolve slug →
  fetch_jk → UPSERT market.yandex_jk_enrichment, SAVEPOINT per house, dry_run, resumable)
- admin.py: POST /scrape/yandex-newbuilding-sweep + GET .../runs
- scheduler.py: trigger_yandex_newbuilding_sweep_run + dispatch elif branch
- tests: 8 task tests + 3 scheduler dispatch tests (20 pass)
2026-06-15 18:28:58 +03:00
e1442d3b1d feat(tradein-scheduler): nightly newbuilding-enrichment schedule (#973)
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Регистрирует отдельный in-app scheduler-источник для cian_newbuilding
enrichment-backfill (houses_price_dynamics / house_reliability_checks /
house_reviews), который раньше бежал только инлайн в Cian full-sweep.

- run_newbuilding_enrich() wrapper (heartbeat → backfill → mark_done/failed),
  делегирует backfill_newbuilding_enrichment (#972, уже в main).
- trigger_newbuilding_enrich_run() + dispatch-ветка в scheduler_loop
  (зеркалит trigger_sber_index_pull_run): _claim_run guard, async task,
  zombie-reap наследуется; idempotency наследуется (skip уже обогащённых,
  per-house SAVEPOINT, bounded per-fire limit дренирует backlog 306 домов).
- seed-миграция 103: source='newbuilding_enrich', окно 00:00-01:00 UTC
  (03:00-04:00 МСК, до 01:00+ UTC sweep-блока), limit=25, next_run_at на завтра.

Засеяно enabled=FALSE (dormant): на prod весь external-HTTP scraping намеренно
на паузе. Расписание+триггер готовы, но не стартуют до намеренного возобновления
(UPDATE ... SET enabled=true). Не активирую одиночный источник при общей паузе.

Closes #973
2026-06-13 16:24:03 +05:00
b70ae46885 fix(tradein): guard listing_segment во всех читателях listings — novostroyki вне comps (#1186)
Канон-предикат: (listing_segment IS NULL OR listing_segment = 'vtorichka')
NULL = legacy вторичка до миграции 011 (sweep'ы были secondary-only) — отбрасывать нельзя.

Затронуты все SELECT-пути, влияющие на оценку и корректирующие коэффициенты:
- estimator.py: _COMMON_WHERE (Tier S/H), Tier W inline, Tier A anchor (добавлен впервые),
  Tier C anchor (заменён с параметрического CAST(:segment) на канон — прежний вариант
  отбрасывал NULL-строки при segment='vtorichka').
- asking_to_sold_ratio.py: ask_side, ask_global (_REDERIVE_SQL); bounds (_REDERIVE_BOUNDS_SQL);
  ask_tiered, ask_side_all, ask_global (_REDERIVE_TIERED_SQL) — 6 мест.
- sber_index.py: reconciliation-запрос (диагностический asking-median).

Не затронуты: скрейперы/scrape_pipeline, search matview (catalog display, не оценка),
admin stats, geocoding, cian price history, matching — обосновано в инвентаризации.

Тесты: новый test_segment_guard_1186.py (статика SQL + поведение mock); обновлён
test_asking_to_sold_ratio.py (subset-тест нормализует guard, добавленный в refresh но
отсутствующий в 080-seed).
2026-06-12 11:52:09 +03:00
b0fe292a63 fix(tradein): working cian ЖК-url resolver via cat.php SERP (#972)
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The legacy resolve_cian_zhk_url hit /zhk/<id>/ which now 404s, leaving the
318 geo-matched cian houses (house_sources.ext_id set, cian_zhk_url NULL)
unfetchable -> the newbuilding-enrichment backfill matched 0 houses.

Add resolve_cian_zhk_url_via_search(nb_id): fetch the cat.php newbuilding SERP
and extract the canonical zhk-<slug>.cian.ru url, ANCHORED on the
<h1 data-name="Title"> header anchor (NOT naive first-match — the SERP carries
promo/recommendation zhk-* links before the title that would otherwise resolve
the wrong ЖК and silently corrupt enrichment). Validated against the real
2.81MB prod SERP + an adversarial poisoned-recommendation test.

Wire into newbuilding_enrich_backfill: broaden selection to "has ext_id OR
cian_zhk_url", resolve+persist the url under a SAVEPOINT before enriching,
rate-limited + resumable + idempotent. Keep the old resolver (deprecated).

Bounded prod proof (5 houses, direct): 5/5 urls resolved+persisted, 3/5 fully
enriched (+18 price_dynamics, +3 reliability); the 2 misses were direct-mode
anti-bot on the 2nd fetch. Full 318-run gated on the cian mobile proxy
(mproxy.site) being restored. code-reviewer APPROVE (SQL/idempotency) +
resolver hardened against wrong-ЖК. 19 tests green.

Refs #972.
2026-06-08 11:13:06 +05:00
bcb1285341 feat(tradein): backfill task for cian newbuilding enrichment (#972)
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950-E1: app/tasks/newbuilding_enrich_backfill.py selects houses linked to
ext_source='cian_newbuilding' with a fetchable cian_zhk_url and runs the existing
fetch_newbuilding + save_newbuilding_enrichment over each, populating
houses_price_dynamics + house_reliability_checks (+ house_reviews when present).

- Idempotent + resumable: skips already-enriched houses; force= re-run dup-safe
  (price_dynamics UPSERT via dim_key, reliability dedup guard with id-DESC
  tiebreaker, reviews ON CONFLICT (source,ext_review_id)).
- Anti-bot aware: get_scraper_delay('cian') + jitter, SAVEPOINT-per-house
  (one captcha/failure logs + continues, never aborts the batch).
- limit= for bounded proof runs; sizing counters (total/fetchable/pending).

Fix cian_newbuilding._extract_transport_rate: cian transportAccessibilityRate
drifted to a nested dict and broke save_newbuilding_enrichment's CAST bind on
LIVE data (cannot adapt type 'dict') — coerce dict/float/bad -> int|None
(bool excluded before int). Fixes the live enrichment crash, not just backfill.

house_reviews stays ~0 for now: cian reviews are in a separate XHR, not the ЖК
initialState — extending fetch_newbuilding for them is a documented follow-up.

Tested: 8 new unit tests; isolated-DB proof-run landed 6 price_dynamics + 1
reliability row, idempotency proven across re-runs. Refs #972.
2026-06-07 14:09:24 +00:00
571980c56e feat(tradein): ppm²-tier segmentation of asking→sold ratio (#928, flag OFF) (#934)
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2026-05-31 21:22:39 +00:00
c2888ac52d feat(tradein): scheduled monthly Rosreestr new-quarter poll → ingest alert (#888) (#894)
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2026-05-31 13:13:55 +00:00
de92c54540 feat(tradein): СберИндекс monthly city-level price index pull (#887, data-layer) (#890)
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2026-05-31 12:44:56 +00:00
2dd2d8e57e feat(tradein): schedule yandex address backfill task (#855) (#866)
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2026-05-31 07:31:10 +00:00
42007e9b04 feat(tradein): nightly task to deactivate stale avito listings (#759) (#862)
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2026-05-31 07:19:37 +00:00
b736d7b7e0 feat(estimator): exclude city-centroid listings from radius analogs (Refs #769 Part E)
Закрывает последнюю часть #769 (A1/A2/B/C/D в #798/#804). Finding #17:
bare-city адреса геокодились в city-центроид и сохранялись как точные lat/lon →
mislocated листинги участвовали в radius ST_DWithin-аналогах.

- 089: ALTER TABLE listings ADD COLUMN IF NOT EXISTS geo_precision text (idempot).
- ScrapedLot.geo_precision + проброс в save_listings.
- geocode_missing.py: geo_precision='city' через существующий _geocode_is_coarse.
- estimator _fetch_analogs Tier H+W: + AND (geo_precision IS DISTINCT FROM 'city').
  NULL проходит (консервативно, сдвига до backfill нет). Pricing не тронут.

7 тестов; 270 passed, ruff clean.
2026-05-30 21:22:21 +03:00
3653f020b6 fix(ratio): ppm² потолок asking→sold в конфиг, default 1.2M (Refs #767) (#790)
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2026-05-30 16:57:09 +00:00
a060651328 feat(tradein): daily asking→sold ratio refresh (#648 S4) (#663)
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2026-05-29 13:49:36 +00:00
e925a0ba6a feat(tradein): per-source listing price history — schema + daily snapshot (#570) (#646)
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2026-05-29 12:18:04 +00:00
1731704ddc feat(tradein): houses.cian_zhk_url column + backfill (#568) (#627)
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2026-05-28 13:57:43 +00:00
1ce9e10012 feat(tradein): persistent infra для backfill scripts (PR F) (#592)
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2026-05-27 06:59:54 +00:00
ba9cc3aef1 feat(tradein/cian): valuation backfill + runner script для prod (#539)
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2026-05-24 15:16:45 +00:00
bc594e3f79 feat(tradein/cian): batch backfill task для offer_price_history + houses_price_dynamics (#535)
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2026-05-24 14:55:47 +00:00
52716a46c6 fix(tradein): geocode backfill + remove Avito exclusion from estimator (#490)
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2026-05-23 20:03:48 +00:00
e46b7d778e feat(tradein): search matview + indexes (Phase 3.1) (#469)
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Multi-Source Integration Phase 3.1. Foundation for /api/v1/search p95 < 100ms on 100K+ listings.

SQL 050_search_optimization.sql:
- CREATE EXTENSION IF NOT EXISTS pg_trgm
- ALTER listings ADD COLUMN tsv tsvector GENERATED ALWAYS AS (...) STORED
- 10 indexes (geom GIST, composite, gin_trgm, GIN tsv, partial kadastr, ...)
- CREATE MATERIALIZED VIEW listings_search_mv (per-listing aggregated across sources)
- 5 matview indexes (UNIQUE on listing_id for REFRESH CONCURRENTLY)

Celery task tradein.refresh_search_matview:
- REFRESH MATERIALIZED VIEW CONCURRENTLY listings_search_mv (psycopg v3)
- Logged duration via logger.info
- Graceful try/except ImportError fallback (no celery_app.py in tradein-mvp yet)
- Beat schedule snippet in docstring for future wiring

Fixups (deep-code-reviewer 2026-05-23):
- h.ratings_count → h.reviews_count (alias house_ratings_count preserved)
- Strip +psycopg dialect prefix from DSN for libpq compat

Refs Master Plan sec 5.1 + 6.5 + 10.1.
2026-05-23 14:01:18 +00:00