- Зачем: - подготовлен учебный Star Schema слой для перехода от ODS к аналитике и витринам. - Что: - добавлены 21 SQL-файл для DDS (DDL/LOAD/DQ) с SCD1/SCD2 и фактом `fact_flight_sales`. - добавлены DAG `bookings_dds_ddl` и `bookings_to_gp_dds`, а также smoke-тесты структуры DAG. - обновлены `sql/ddl_gp.sql` и документация (`README`, `docs/*`, `db_schema`) под поток `stg -> ods -> dds`. - Проверка: - make test.
101 lines
2.9 KiB
SQL
101 lines
2.9 KiB
SQL
-- DQ для DDS dim_passengers.
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DO $$
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DECLARE
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v_row_count BIGINT;
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v_src_count BIGINT;
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v_dup_sk BIGINT;
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v_dup_bk BIGINT;
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v_missing_bk BIGINT;
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v_null_count BIGINT;
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BEGIN
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-- Для инкрементальных периодов без новых билетов допускаем пустую dim_passengers.
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SELECT COUNT(*)
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INTO v_row_count
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FROM dds.dim_passengers;
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SELECT COUNT(DISTINCT passenger_id)
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INTO v_src_count
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FROM ods.tickets
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WHERE passenger_id IS NOT NULL
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AND passenger_id <> '';
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IF v_row_count = 0 AND v_src_count <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: dds.dim_passengers пуста при непустом источнике ods.tickets (passenger_id=%).',
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v_src_count;
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ELSIF v_row_count = 0 AND v_src_count = 0 THEN
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RAISE NOTICE
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'DQ PASSED: dds.dim_passengers пуста, т.к. в ods.tickets нет passenger_id для загрузки.';
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RETURN;
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END IF;
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-- Нет дублей по SK.
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SELECT COUNT(*) - COUNT(DISTINCT passenger_sk)
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INTO v_dup_sk
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FROM dds.dim_passengers;
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IF v_dup_sk <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_passengers найдены дубликаты passenger_sk: %',
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v_dup_sk;
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END IF;
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-- Нет дублей по BK.
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SELECT COUNT(*) - COUNT(DISTINCT passenger_bk)
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INTO v_dup_bk
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FROM dds.dim_passengers;
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IF v_dup_bk <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_passengers найдены дубликаты passenger_bk: %',
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v_dup_bk;
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END IF;
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-- Покрытие ODS: все passenger_id из ods.tickets есть в DDS.
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SELECT COUNT(*)
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INTO v_missing_bk
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FROM (
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SELECT DISTINCT passenger_id
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FROM ods.tickets
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WHERE passenger_id IS NOT NULL
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AND passenger_id <> ''
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) AS s
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WHERE NOT EXISTS (
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SELECT 1
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FROM dds.dim_passengers AS d
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WHERE d.passenger_bk = s.passenger_id
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);
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IF v_missing_bk <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_passengers отсутствуют passenger_id из ods.tickets: %',
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v_missing_bk;
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END IF;
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-- Обязательные поля.
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SELECT COUNT(*)
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INTO v_null_count
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FROM dds.dim_passengers
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WHERE passenger_sk IS NULL
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OR passenger_bk IS NULL
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OR passenger_bk = ''
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OR passenger_name IS NULL
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OR passenger_name = ''
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OR created_at IS NULL
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OR updated_at IS NULL
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OR _load_id IS NULL
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OR _load_id = ''
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OR _load_ts IS NULL;
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IF v_null_count <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_passengers найдены NULL/пустые обязательные поля: %',
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v_null_count;
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END IF;
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RAISE NOTICE
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'DQ PASSED: dds.dim_passengers ок, строк=%',
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v_row_count;
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END $$;
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