- Зачем: - необходимо визуализировать выбор типа хранения (Heap vs Append-Only) для учебных целей. - автоматизировать проверку всей цепочки DWH для исключения ручных ошибок. - сделать процесс отладки прозрачным и наглядным через стандартные инструменты Airflow. - Что: - внедрена клауза WITH (appendonly=...) во все DDL; ODS-справочники переведены на AO Row и TRUNCATE+INSERT. - создан скрипт scripts/e2e_etl.sh для полного прогона ETL (DDL + 2 дня данных) через REST API. - исправлены баги типизации (INTEGER[]), именования полей (amount, passenger_id) и удалены фантомные колонки (contact_data). - обновлен e2e-etl-test-protocol.md: добавлен раздел по отладке, чтению логов и перезапуску задач через API. - исправлены pytest-контракты под новую логику загрузки. - Проверка: - успешный прогон `make e2e-smoke` (полный цикл от очистки до витрины).
115 lines
3.6 KiB
SQL
115 lines
3.6 KiB
SQL
-- Загрузка DDS fact_flight_sales: инкрементальный UPSERT по (ticket_no, flight_id).
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-- Statement 1: UPDATE существующих строк факта.
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-- Обновляем только мутабельные поля; SK измерений не перезаписываем.
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UPDATE dds.fact_flight_sales AS f
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SET seat_no = bp.seat_no,
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price = seg.amount,
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is_boarded = (bp.ticket_no IS NOT NULL),
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_load_id = '{{ run_id }}',
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_load_ts = now()
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FROM ods.segments AS seg
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LEFT JOIN ods.boarding_passes AS bp
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ON bp.ticket_no = seg.ticket_no
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AND bp.flight_id = seg.flight_id
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WHERE f.ticket_no = seg.ticket_no
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AND f.flight_id = seg.flight_id
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AND (
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f.is_boarded IS DISTINCT FROM (bp.ticket_no IS NOT NULL)
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OR f.price IS DISTINCT FROM seg.amount
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OR f.seat_no IS DISTINCT FROM bp.seat_no
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);
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-- Statement 2: INSERT новых строк факта.
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-- Dimension SK фиксируются на момент вставки (point-in-time для SCD2 routes).
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WITH fact_src AS (
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SELECT
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seg.ticket_no,
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seg.flight_id,
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cal.calendar_sk,
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dep.airport_sk AS departure_airport_sk,
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arr.airport_sk AS arrival_airport_sk,
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ap.airplane_sk,
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tar.tariff_sk,
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pax.passenger_sk,
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rte.route_sk,
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tkt.book_ref,
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bkg.book_date::DATE AS book_date,
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bp.seat_no,
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seg.amount AS price,
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(bp.ticket_no IS NOT NULL) AS is_boarded
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FROM ods.segments AS seg
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JOIN ods.tickets AS tkt
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ON tkt.ticket_no = seg.ticket_no
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JOIN ods.bookings AS bkg
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ON bkg.book_ref = tkt.book_ref
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JOIN ods.flights AS flt
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ON flt.flight_id = seg.flight_id
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-- Учебный комментарий: Late-arriving dimensions (Опаздывающие измерения)
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-- Мы используем LEFT JOIN, так как факт (рейс/билет) может прийти раньше,
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-- чем справочник (пассажир/маршрут) обновится в DDS.
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LEFT JOIN dds.dim_routes AS rte
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ON rte.route_bk = flt.route_no
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AND flt.scheduled_departure::DATE >= rte.valid_from
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AND (rte.valid_to IS NULL OR flt.scheduled_departure::DATE < rte.valid_to)
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LEFT JOIN dds.dim_calendar AS cal
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ON cal.date_actual = flt.scheduled_departure::DATE
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LEFT JOIN dds.dim_airports AS dep
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ON dep.airport_bk = rte.departure_airport
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LEFT JOIN dds.dim_airports AS arr
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ON arr.airport_bk = rte.arrival_airport
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LEFT JOIN dds.dim_airplanes AS ap
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ON ap.airplane_bk = rte.airplane_code
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LEFT JOIN dds.dim_tariffs AS tar
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ON tar.fare_conditions = seg.fare_conditions
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LEFT JOIN dds.dim_passengers AS pax
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ON pax.passenger_id = tkt.passenger_id
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LEFT JOIN ods.boarding_passes AS bp
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ON bp.ticket_no = seg.ticket_no
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AND bp.flight_id = seg.flight_id
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)
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INSERT INTO dds.fact_flight_sales (
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calendar_sk,
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departure_airport_sk,
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arrival_airport_sk,
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airplane_sk,
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tariff_sk,
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passenger_sk,
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route_sk,
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book_ref,
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ticket_no,
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flight_id,
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book_date,
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seat_no,
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price,
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is_boarded,
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_load_id,
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_load_ts
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)
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SELECT
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s.calendar_sk,
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s.departure_airport_sk,
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s.arrival_airport_sk,
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s.airplane_sk,
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s.tariff_sk,
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s.passenger_sk,
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s.route_sk,
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s.book_ref,
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s.ticket_no,
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s.flight_id,
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s.book_date,
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s.seat_no,
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s.price,
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s.is_boarded,
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'{{ run_id }}',
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now()
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FROM fact_src AS s
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WHERE NOT EXISTS (
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SELECT 1
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FROM dds.fact_flight_sales AS f
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WHERE f.ticket_no = s.ticket_no
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AND f.flight_id = s.flight_id
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);
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ANALYZE dds.fact_flight_sales;
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