feat(main): заглушки студенческих файлов, ослабление DQ, адаптация тестов
- fact_flight_sales_dq: student SK (passenger/route/airplane) → NOTICE, airport_sk → порог 1% (эталон через ods.routes) - routes_dq: закомментирован RI airplane_code → ods.airplanes - ODS DAG: убрана зависимость dq_ods_airplanes → load_ods_routes - 18 студенческих файлов заменены заглушками (ODS/DDS/DM load+dq) - test_ods_sql_contract: SNAPSHOT_ENTITIES без airplanes/seats - test_dags_smoke: убран assert dq_ods_airplanes → dq_ods_routes Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -1,131 +1,3 @@
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-- Загрузка витрины dm.airport_traffic: инкрементальный UPSERT по датам.
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--
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-- Учебные цели:
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-- 1. Обработка dual-role dimensions через UNION ALL:
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-- Мы превращаем один билет (факт) в два "события": вылет и прилет.
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-- Это позволяет собрать единую статистику аэропорта в одном проходе.
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-- 2. Инкремент по датам (HWM): в этой витрине метрики ограничены сутками,
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-- поэтому пересчитываем только те дни, где появились новые факты.
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-- 3. Агрегация рейсов: используем COUNT(DISTINCT flight_id) для подсчета рейсов.
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-- 4. Денормализация (SCD1): обновление атрибутов (город) при изменениях в измерении.
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-- Шаг 1: Находим даты, затронутые новыми/измененными фактами.
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CREATE TEMP TABLE tmp_traffic_affected_dates ON COMMIT DROP AS
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SELECT DISTINCT cal.date_actual AS traffic_date
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FROM dds.fact_flight_sales f
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JOIN dds.dim_calendar cal ON f.calendar_sk = cal.calendar_sk
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WHERE f._load_ts > (
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SELECT COALESCE(MAX(_load_ts), '1900-01-01'::TIMESTAMP)
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FROM dm.airport_traffic
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);
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-- Шаг 2: Unpivot (UNION ALL) и агрегация по затронутым датам.
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CREATE TEMP TABLE tmp_airport_traffic_delta ON COMMIT DROP AS
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WITH raw_events AS (
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-- Роль 1: Аэропорт вылета
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SELECT
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cal.date_actual AS traffic_date,
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f.departure_airport_sk AS airport_sk,
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f.flight_id,
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'departure' AS role,
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(CASE WHEN f.is_boarded THEN 1 ELSE 0 END) AS is_passenger,
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f.price AS revenue
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FROM dds.fact_flight_sales f
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JOIN dds.dim_calendar cal ON f.calendar_sk = cal.calendar_sk
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WHERE cal.date_actual IN (SELECT traffic_date FROM tmp_traffic_affected_dates)
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UNION ALL
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-- Роль 2: Аэропорт прилета
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SELECT
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cal.date_actual AS traffic_date,
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f.arrival_airport_sk AS airport_sk,
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f.flight_id,
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'arrival' AS role,
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(CASE WHEN f.is_boarded THEN 1 ELSE 0 END) AS is_passenger,
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f.price AS revenue
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FROM dds.fact_flight_sales f
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JOIN dds.dim_calendar cal ON f.calendar_sk = cal.calendar_sk
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WHERE cal.date_actual IN (SELECT traffic_date FROM tmp_traffic_affected_dates)
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)
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SELECT
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e.traffic_date,
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e.airport_sk,
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a.airport_bk, -- Берем из dim_airports.airport_bk
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a.city,
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-- Агрегация вылетов
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COUNT(DISTINCT CASE WHEN e.role = 'departure' THEN e.flight_id END) AS departures_flights,
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SUM(CASE WHEN e.role = 'departure' THEN e.is_passenger ELSE 0 END) AS departures_passengers,
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SUM(CASE WHEN e.role = 'departure' THEN e.revenue ELSE 0 END) AS departures_revenue,
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-- Агрегация прилетов
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COUNT(DISTINCT CASE WHEN e.role = 'arrival' THEN e.flight_id END) AS arrivals_flights,
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SUM(CASE WHEN e.role = 'arrival' THEN e.is_passenger ELSE 0 END) AS arrivals_passengers,
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SUM(CASE WHEN e.role = 'arrival' THEN e.revenue ELSE 0 END) AS arrivals_revenue,
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-- Итого: все пассажиры (сели + вышли в этом аэропорту)
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SUM(e.is_passenger) AS total_passengers
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FROM raw_events e
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JOIN dds.dim_airports a ON e.airport_sk = a.airport_sk
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GROUP BY e.traffic_date, e.airport_sk, a.airport_bk, a.city;
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-- Шаг 3: UPDATE существующих записей (включая денормализованные атрибуты).
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UPDATE dm.airport_traffic AS tgt
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SET
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airport_bk = src.airport_bk,
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city = src.city,
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departures_flights = src.departures_flights,
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departures_passengers = src.departures_passengers,
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departures_revenue = src.departures_revenue,
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arrivals_flights = src.arrivals_flights,
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arrivals_passengers = src.arrivals_passengers,
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arrivals_revenue = src.arrivals_revenue,
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total_passengers = src.total_passengers,
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updated_at = now(),
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_load_id = '{{ run_id }}',
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_load_ts = now()
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FROM tmp_airport_traffic_delta AS src
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WHERE tgt.traffic_date = src.traffic_date
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AND tgt.airport_sk = src.airport_sk
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AND (
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tgt.total_passengers IS DISTINCT FROM src.total_passengers
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OR tgt.departures_flights IS DISTINCT FROM src.departures_flights
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OR tgt.arrivals_flights IS DISTINCT FROM src.arrivals_flights
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OR tgt.city IS DISTINCT FROM src.city
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OR tgt.airport_bk IS DISTINCT FROM src.airport_bk
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);
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-- Шаг 4: INSERT новых записей.
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INSERT INTO dm.airport_traffic (
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traffic_date,
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airport_sk,
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airport_bk,
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city,
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departures_flights,
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departures_passengers,
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departures_revenue,
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arrivals_flights,
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arrivals_passengers,
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arrivals_revenue,
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total_passengers,
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_load_id
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)
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SELECT
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src.traffic_date,
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src.airport_sk,
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src.airport_bk,
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src.city,
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src.departures_flights,
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src.departures_passengers,
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src.departures_revenue,
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src.arrivals_flights,
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src.arrivals_passengers,
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src.arrivals_revenue,
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src.total_passengers,
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'{{ run_id }}' AS _load_id
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FROM tmp_airport_traffic_delta AS src
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WHERE NOT EXISTS (
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SELECT 1 FROM dm.airport_traffic AS tgt
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WHERE tgt.traffic_date = src.traffic_date
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AND tgt.airport_sk = src.airport_sk
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);
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ANALYZE dm.airport_traffic;
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-- TODO: реализуйте загрузку витрины dm.airport_traffic (см. ТЗ в docs/assignment/analyst_spec.md)
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-- Эталонную реализацию можно найти в ветке solution.
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SELECT 1;
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