"""Admin endpoints для ETL operations (#203, #44). POST /api/v1/admin/etl/objective-backfill Запустить fuzzy-match backfill objective_complex_mapping. Поддерживает два режима: - v1 (default): threshold=0.85, match_method='fuzzy_trgm' - v2: threshold=0.80, match_method='fuzzy_v2' — для coverage 8.5%→17% POST /api/v1/admin/etl/nspd-denorm-backfill Запустить backfill nspd_parcels/nspd_buildings из всех nspd_quarter_dumps. Auth: gendsgn.ru-wide Caddy basic_auth gate (PR #426). App-level X-Admin-Token header removed 2026-05-23 — двойная auth избыточна для pilot. """ from __future__ import annotations import logging from typing import Annotated from fastapi import APIRouter, Depends, Query from sqlalchemy.orm import Session from app.core.db import get_db from app.services.etl.objective_backfill import ( AUTO_ACCEPT_THRESHOLD, AUTO_ACCEPT_THRESHOLD_V2, REVIEW_THRESHOLD, auto_apply_matches, find_match_candidates, trigger_mv_refresh, ) logger = logging.getLogger(__name__) router = APIRouter() @router.post("/objective-backfill") def run_objective_backfill( db: Annotated[Session, Depends(get_db)], dry_run: Annotated[bool, Query(description="Preview без insertions")] = False, refresh_mv: Annotated[ bool, Query(description="REFRESH mv_layout_velocity после backfill") ] = True, v2: Annotated[ bool, Query( description=( "v2 mode: threshold=0.80, match_method='fuzzy_v2'. " "Запускать после v1 run — только для unmapped объектов." ) ), ] = False, ) -> dict[str, object]: """Запустить backfill objective_complex_mapping + опционально REFRESH MV. Ищет DOM.РФ комплексы (is_ekb=true) без mapping и применяет fuzzy match к project_name из objective_corpus_room_month через pg_trgm similarity. Режим v1 (default, ?v2=false): - score >= 0.85 (AUTO_ACCEPT_THRESHOLD): auto-insert, match_method='fuzzy_trgm' - score >= 0.6 (REVIEW_THRESHOLD) и < 0.85: только счётчик review_queue Режим v2 (?v2=true, task #44 coverage expansion): - score >= 0.80 (AUTO_ACCEPT_THRESHOLD_V2): auto-insert, match_method='fuzzy_v2' - is_reviewed=false — требует ручной проверки (false positives вероятны) - Целевой прирост: +~47-80 строк, coverage 8.5% → ~17% Returns dict: auto_accepted: сколько строк вставлено review_queue: сколько кандидатов ниже порога auto-accept skipped: ON CONFLICT + ошибки mv_rows_after_refresh: строк в MV после REFRESH (0 если refresh_mv=False) threshold_used: фактический порог (float) match_method_used: match_method в БД (str) """ threshold = AUTO_ACCEPT_THRESHOLD_V2 if v2 else AUTO_ACCEPT_THRESHOLD method = "fuzzy_v2" if v2 else "fuzzy_trgm" # v2 ищет кандидатов начиная с threshold (не от REVIEW_THRESHOLD) search_min = threshold if v2 else REVIEW_THRESHOLD candidates = find_match_candidates(db, only_unmapped=True, min_threshold=search_min) logger.info( "Backfill candidates found: %d (score >= %.2f, method=%s)", len(candidates), search_min, method, ) result: dict[str, object] = dict( auto_apply_matches( db, candidates, threshold=threshold, match_method=method, dry_run=dry_run ) ) mv_rows = 0 if refresh_mv and not dry_run and result.get("auto_accepted", 0): mv_rows = trigger_mv_refresh(db) logger.info("mv_layout_velocity refreshed after backfill: %d rows", mv_rows) result["mv_rows_after_refresh"] = mv_rows result["threshold_used"] = threshold result["match_method_used"] = method return result @router.post("/nspd-denorm-backfill") def run_nspd_denorm_backfill( limit: Annotated[ int | None, Query(description="Максимум кварталов для обработки (None = все)"), ] = None, ) -> dict[str, object]: """Запустить Celery backfill: denormalize nspd_quarter_dumps → nspd_parcels/nspd_buildings. Задача идемпотентна (ON CONFLICT DO UPDATE). Безопасно запускать повторно. Возвращает Celery task_id — статус через /flower или celery inspect. Args: limit: если задан — обработать только первые N кварталов ORDER BY quarter_cad. """ from app.workers.tasks.nspd_denorm_backfill import backfill_all_dumps task = backfill_all_dumps.apply_async(kwargs={"limit": limit}) logger.info("nspd-denorm-backfill enqueued: task_id=%s limit=%s", task.id, limit) return {"task_id": task.id, "status": "enqueued", "limit": limit}