- Зачем: - улучшение производительности аналитических запросов и упрощение витрин согласно принципам Kimball Star Schema. - Что: - в dds.dim_routes добавлены денормализованные поля городов и моделей самолетов. - в скрипт загрузки dim_routes_load.sql добавлена фаза refresh для актуализации атрибутов. - загрузка dm.route_performance упрощена до 1 JOIN к измерению маршрутов. - обновлен DAG bookings_to_gp_dds и smoke-тесты структуры графа. - в документации (db_schema.md) отражены денормализация и lineage версий. - в dim_routes_load.sql исправлено затирание _load_id при refresh исторических версий. - Проверка: - make test (smoke-тесты структуры DAG проходят успешно).
158 lines
4.5 KiB
SQL
158 lines
4.5 KiB
SQL
-- DQ для DDS dim_routes (SCD2).
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DO $$
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DECLARE
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v_row_count BIGINT;
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v_dup_sk BIGINT;
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v_dup_current BIGINT;
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v_overlap_count BIGINT;
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v_missing_count BIGINT;
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v_orphan_current BIGINT;
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v_null_count BIGINT;
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BEGIN
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-- Таблица не пуста.
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SELECT COUNT(*)
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INTO v_row_count
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FROM dds.dim_routes;
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IF v_row_count = 0 THEN
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RAISE EXCEPTION 'DQ FAILED: dds.dim_routes пуста.';
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END IF;
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-- Нет дублей по SK.
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SELECT COUNT(*) - COUNT(DISTINCT route_sk)
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INTO v_dup_sk
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FROM dds.dim_routes;
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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_routes найдены дубликаты route_sk: %',
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v_dup_sk;
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END IF;
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-- Корректность интервалов (valid_from <= valid_to для закрытых версий).
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SELECT COUNT(*)
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INTO v_null_count
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FROM dds.dim_routes
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WHERE valid_to IS NOT NULL
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AND valid_from > valid_to;
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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_routes найдены версии с valid_from > valid_to: %',
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v_null_count;
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END IF;
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-- Нет перекрытий интервалов для одного route_bk.
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SELECT COUNT(*)
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INTO v_overlap_count
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FROM (
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SELECT 1
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FROM dds.dim_routes AS d1
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JOIN dds.dim_routes AS d2
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ON d1.route_bk = d2.route_bk
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AND d1.route_sk < d2.route_sk
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AND d1.valid_from < COALESCE(d2.valid_to, DATE '9999-12-31')
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AND d2.valid_from < COALESCE(d1.valid_to, DATE '9999-12-31')
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) AS overlap_rows;
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IF v_overlap_count <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_routes найдены перекрытия SCD2-интервалов: %',
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v_overlap_count;
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END IF;
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-- Не более одной текущей версии на route_bk.
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SELECT COUNT(*)
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INTO v_dup_current
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FROM (
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SELECT route_bk
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FROM dds.dim_routes
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WHERE valid_to IS NULL
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GROUP BY route_bk
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HAVING COUNT(*) > 1
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) AS d;
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IF v_dup_current <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_routes найдены route_bk с > 1 текущей версией: %',
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v_dup_current;
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END IF;
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-- Покрытие ODS: все route_no имеют хотя бы одну версию в DDS.
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SELECT COUNT(*)
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INTO v_missing_count
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FROM (SELECT DISTINCT route_no FROM ods.routes) AS o
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WHERE NOT EXISTS (
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SELECT 1
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FROM dds.dim_routes AS d
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WHERE d.route_bk = o.route_no
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);
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IF v_missing_count <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в dds.dim_routes отсутствуют маршруты из ODS: %',
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v_missing_count;
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END IF;
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-- Current-срез DDS не содержит route_bk, которых нет в ODS.
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SELECT COUNT(*)
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INTO v_orphan_current
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FROM (
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SELECT DISTINCT route_bk
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FROM dds.dim_routes
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WHERE valid_to IS NULL
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) AS d
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WHERE NOT EXISTS (
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SELECT 1
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FROM ods.routes AS o
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WHERE o.route_no = d.route_bk
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);
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IF v_orphan_current <> 0 THEN
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RAISE EXCEPTION
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'DQ FAILED: в current-срезе dds.dim_routes есть route_bk вне ODS: %',
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v_orphan_current;
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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_routes
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WHERE route_sk IS NULL
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OR route_bk IS NULL
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OR route_bk = ''
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OR departure_airport IS NULL
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OR departure_airport = ''
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OR arrival_airport IS NULL
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OR arrival_airport = ''
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OR airplane_code IS NULL
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OR airplane_code = ''
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OR departure_city IS NULL
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OR departure_city = ''
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OR arrival_city IS NULL
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OR arrival_city = ''
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OR airplane_model IS NULL
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OR airplane_model = ''
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OR total_seats IS NULL
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OR hashdiff IS NULL
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OR hashdiff = ''
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OR valid_from IS NULL
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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_routes найдены NULL 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_routes ок, строк=% (версий)',
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v_row_count;
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END $$;
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