feat(dds): реализован слой dds для bookings
- 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.
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@@ -297,3 +297,88 @@ def test_bookings_to_gp_ods_dag_structure():
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# Финальная сводка должна ждать обе ветки.
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_assert_reachable(dag, "dq_ods_boarding_passes", "finish_ods_summary")
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_assert_reachable(dag, "dq_ods_seats", "finish_ods_summary")
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def test_bookings_dds_ddl_dag_structure():
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"""Проверка структуры DAG bookings_dds_ddl."""
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dag = _load_dag("airflow.dags.bookings_dds_ddl")
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expected_tasks = {
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"apply_dds_dim_calendar_ddl",
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"apply_dds_dim_airports_ddl",
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"apply_dds_dim_airplanes_ddl",
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"apply_dds_dim_tariffs_ddl",
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"apply_dds_dim_passengers_ddl",
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"apply_dds_dim_routes_ddl",
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"apply_dds_fact_flight_sales_ddl",
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}
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assert expected_tasks.issubset(dag.task_dict.keys())
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_assert_reachable(dag, "apply_dds_dim_calendar_ddl", "apply_dds_dim_airports_ddl")
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for task_id in expected_tasks - {"apply_dds_dim_calendar_ddl"}:
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_assert_reachable(dag, "apply_dds_dim_calendar_ddl", task_id)
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def test_bookings_to_gp_dds_dag_structure():
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"""Проверка структуры DAG bookings_to_gp_dds."""
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dag = _load_dag("airflow.dags.bookings_to_gp_dds")
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expected_tasks = {
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"load_dds_dim_calendar",
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"dq_dds_dim_calendar",
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"load_dds_dim_airports",
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"dq_dds_dim_airports",
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"load_dds_dim_airplanes",
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"dq_dds_dim_airplanes",
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"load_dds_dim_tariffs",
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"dq_dds_dim_tariffs",
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"load_dds_dim_passengers",
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"dq_dds_dim_passengers",
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"load_dds_dim_routes",
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"dq_dds_dim_routes",
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"load_dds_fact_flight_sales",
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"dq_dds_fact_flight_sales",
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"finish_dds_summary",
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}
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assert expected_tasks.issubset(dag.task_dict.keys())
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load_to_dq = [
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("load_dds_dim_calendar", "dq_dds_dim_calendar"),
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("load_dds_dim_airports", "dq_dds_dim_airports"),
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("load_dds_dim_airplanes", "dq_dds_dim_airplanes"),
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("load_dds_dim_tariffs", "dq_dds_dim_tariffs"),
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("load_dds_dim_passengers", "dq_dds_dim_passengers"),
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("load_dds_dim_routes", "dq_dds_dim_routes"),
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("load_dds_fact_flight_sales", "dq_dds_fact_flight_sales"),
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]
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for load_task_id, dq_task_id in load_to_dq:
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_assert_direct_edge(dag, load_task_id, dq_task_id)
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# После calendar все остальные измерения должны быть reachable.
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_dim_airports")
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_dim_airplanes")
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_dim_tariffs")
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_dim_passengers")
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_dim_routes")
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# Параллельность: airports и airplanes не должны зависеть друг от друга.
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airports = dag.get_task("load_dds_dim_airports")
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airplanes = dag.get_task("load_dds_dim_airplanes")
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assert airplanes not in airports.get_flat_relatives(
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upstream=False
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), "dds airports не должен быть upstream для airplanes"
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assert airports not in airplanes.get_flat_relatives(
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upstream=False
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), "dds airplanes не должен быть upstream для airports"
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# Факт должен стартовать только после всех измерений.
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_assert_reachable(dag, "dq_dds_dim_calendar", "load_dds_fact_flight_sales")
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_assert_reachable(dag, "dq_dds_dim_airports", "load_dds_fact_flight_sales")
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_assert_reachable(dag, "dq_dds_dim_airplanes", "load_dds_fact_flight_sales")
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_assert_reachable(dag, "dq_dds_dim_tariffs", "load_dds_fact_flight_sales")
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_assert_reachable(dag, "dq_dds_dim_passengers", "load_dds_fact_flight_sales")
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_assert_reachable(dag, "dq_dds_dim_routes", "load_dds_fact_flight_sales")
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# Финальная сводка должна ждать DQ факта.
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_assert_reachable(dag, "dq_dds_fact_flight_sales", "finish_dds_summary")
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