- 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.
150 lines
4.3 KiB
SQL
150 lines
4.3 KiB
SQL
-- DQ для DDS dim_routes (SCD2).
|
||
|
||
DO $$
|
||
DECLARE
|
||
v_row_count BIGINT;
|
||
v_dup_sk BIGINT;
|
||
v_dup_current BIGINT;
|
||
v_overlap_count BIGINT;
|
||
v_missing_count BIGINT;
|
||
v_orphan_current BIGINT;
|
||
v_null_count BIGINT;
|
||
BEGIN
|
||
-- Таблица не пуста.
|
||
SELECT COUNT(*)
|
||
INTO v_row_count
|
||
FROM dds.dim_routes;
|
||
|
||
IF v_row_count = 0 THEN
|
||
RAISE EXCEPTION 'DQ FAILED: dds.dim_routes пуста.';
|
||
END IF;
|
||
|
||
-- Нет дублей по SK.
|
||
SELECT COUNT(*) - COUNT(DISTINCT route_sk)
|
||
INTO v_dup_sk
|
||
FROM dds.dim_routes;
|
||
|
||
IF v_dup_sk <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes найдены дубликаты route_sk: %',
|
||
v_dup_sk;
|
||
END IF;
|
||
|
||
-- Корректность интервалов (valid_from <= valid_to для закрытых версий).
|
||
SELECT COUNT(*)
|
||
INTO v_null_count
|
||
FROM dds.dim_routes
|
||
WHERE valid_to IS NOT NULL
|
||
AND valid_from > valid_to;
|
||
|
||
IF v_null_count <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes найдены версии с valid_from > valid_to: %',
|
||
v_null_count;
|
||
END IF;
|
||
|
||
-- Нет перекрытий интервалов для одного route_bk.
|
||
SELECT COUNT(*)
|
||
INTO v_overlap_count
|
||
FROM (
|
||
SELECT 1
|
||
FROM dds.dim_routes AS d1
|
||
JOIN dds.dim_routes AS d2
|
||
ON d1.route_bk = d2.route_bk
|
||
AND d1.route_sk < d2.route_sk
|
||
AND d1.valid_from < COALESCE(d2.valid_to, DATE '9999-12-31')
|
||
AND d2.valid_from < COALESCE(d1.valid_to, DATE '9999-12-31')
|
||
) AS overlap_rows;
|
||
|
||
IF v_overlap_count <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes найдены перекрытия SCD2-интервалов: %',
|
||
v_overlap_count;
|
||
END IF;
|
||
|
||
-- Не более одной текущей версии на route_bk.
|
||
SELECT COUNT(*)
|
||
INTO v_dup_current
|
||
FROM (
|
||
SELECT route_bk
|
||
FROM dds.dim_routes
|
||
WHERE valid_to IS NULL
|
||
GROUP BY route_bk
|
||
HAVING COUNT(*) > 1
|
||
) AS d;
|
||
|
||
IF v_dup_current <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes найдены route_bk с > 1 текущей версией: %',
|
||
v_dup_current;
|
||
END IF;
|
||
|
||
-- Покрытие ODS: все route_no имеют хотя бы одну версию в DDS.
|
||
SELECT COUNT(*)
|
||
INTO v_missing_count
|
||
FROM (SELECT DISTINCT route_no FROM ods.routes) AS o
|
||
WHERE NOT EXISTS (
|
||
SELECT 1
|
||
FROM dds.dim_routes AS d
|
||
WHERE d.route_bk = o.route_no
|
||
);
|
||
|
||
IF v_missing_count <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes отсутствуют маршруты из ODS: %',
|
||
v_missing_count;
|
||
END IF;
|
||
|
||
-- Current-срез DDS не содержит route_bk, которых нет в ODS.
|
||
SELECT COUNT(*)
|
||
INTO v_orphan_current
|
||
FROM (
|
||
SELECT DISTINCT route_bk
|
||
FROM dds.dim_routes
|
||
WHERE valid_to IS NULL
|
||
) AS d
|
||
WHERE NOT EXISTS (
|
||
SELECT 1
|
||
FROM ods.routes AS o
|
||
WHERE o.route_no = d.route_bk
|
||
);
|
||
|
||
IF v_orphan_current <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в current-срезе dds.dim_routes есть route_bk вне ODS: %',
|
||
v_orphan_current;
|
||
END IF;
|
||
|
||
-- Обязательные поля.
|
||
SELECT COUNT(*)
|
||
INTO v_null_count
|
||
FROM dds.dim_routes
|
||
WHERE route_sk IS NULL
|
||
OR route_bk IS NULL
|
||
OR route_bk = ''
|
||
OR departure_airport IS NULL
|
||
OR departure_airport = ''
|
||
OR arrival_airport IS NULL
|
||
OR arrival_airport = ''
|
||
OR airplane_code IS NULL
|
||
OR airplane_code = ''
|
||
OR hashdiff IS NULL
|
||
OR hashdiff = ''
|
||
OR valid_from IS NULL
|
||
OR created_at IS NULL
|
||
OR updated_at IS NULL
|
||
OR _load_id IS NULL
|
||
OR _load_id = ''
|
||
OR _load_ts IS NULL;
|
||
|
||
IF v_null_count <> 0 THEN
|
||
RAISE EXCEPTION
|
||
'DQ FAILED: в dds.dim_routes найдены NULL обязательные поля: %',
|
||
v_null_count;
|
||
END IF;
|
||
|
||
RAISE NOTICE
|
||
'DQ PASSED: dds.dim_routes ок, строк=% (версий)',
|
||
v_row_count;
|
||
END $$;
|