feat(ods): реализован ODS слой и DAG загрузки из STG
- Зачем: - подготовлена учебная реализация ODS слоя с типизацией, UPSERT и DQ, чтобы продолжить работу от STG к DDS/DM. - Что: - добавлены SQL-скрипты `sql/ods/*_ddl.sql`, `sql/ods/*_load.sql`, `sql/ods/*_dq.sql` для 9 сущностей bookings. - добавлены DAG `bookings_ods_ddl` и `bookings_to_gp_ods`, а также smoke-тесты для новых графов. - ODS DDL интегрирован в `sql/ddl_gp.sql`; документация и план обновлены под единый запуск через `make ddl-gp`. - Проверка: - `make test`. - `make ddl-gp`.
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-- Загрузка ODS по routes: SCD1 (UPDATE изменившихся + INSERT новых).
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-- Statement 1: UPDATE существующих строк.
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WITH src AS (
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SELECT
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s.route_no,
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s.validity,
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s.departure_airport,
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s.arrival_airport,
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s.airplane_code,
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s.days_of_week,
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NULLIF(s.scheduled_time, '')::TIME AS departure_time,
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NULLIF(s.duration, '')::INTERVAL AS duration,
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ROW_NUMBER() OVER (
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PARTITION BY s.route_no, s.validity
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ORDER BY s.load_dttm DESC, s.src_created_at_ts DESC NULLS LAST
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) AS rn
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FROM stg.routes AS s
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WHERE s.batch_id = '{{ ti.xcom_pull(task_ids="resolve_stg_batch_id") }}'::text
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)
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UPDATE ods.routes AS o
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SET departure_airport = s.departure_airport,
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arrival_airport = s.arrival_airport,
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airplane_code = s.airplane_code,
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days_of_week = s.days_of_week,
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departure_time = s.departure_time,
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duration = s.duration,
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_load_id = '{{ ti.xcom_pull(task_ids="resolve_stg_batch_id") }}'::text,
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_load_ts = now()
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FROM src AS s
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WHERE s.rn = 1
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AND o.route_no = s.route_no
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AND o.validity = s.validity
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AND (
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o.departure_airport IS DISTINCT FROM s.departure_airport
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OR o.arrival_airport IS DISTINCT FROM s.arrival_airport
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OR o.airplane_code IS DISTINCT FROM s.airplane_code
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OR o.days_of_week IS DISTINCT FROM s.days_of_week
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OR o.departure_time IS DISTINCT FROM s.departure_time
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OR o.duration IS DISTINCT FROM s.duration
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);
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-- Statement 2: INSERT новых строк.
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WITH src AS (
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SELECT
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s.route_no,
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s.validity,
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s.departure_airport,
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s.arrival_airport,
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s.airplane_code,
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s.days_of_week,
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NULLIF(s.scheduled_time, '')::TIME AS departure_time,
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NULLIF(s.duration, '')::INTERVAL AS duration,
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ROW_NUMBER() OVER (
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PARTITION BY s.route_no, s.validity
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ORDER BY s.load_dttm DESC, s.src_created_at_ts DESC NULLS LAST
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) AS rn
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FROM stg.routes AS s
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WHERE s.batch_id = '{{ ti.xcom_pull(task_ids="resolve_stg_batch_id") }}'::text
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)
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INSERT INTO ods.routes (
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route_no,
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validity,
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departure_airport,
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arrival_airport,
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airplane_code,
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days_of_week,
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departure_time,
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duration,
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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.route_no,
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s.validity,
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s.departure_airport,
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s.arrival_airport,
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s.airplane_code,
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s.days_of_week,
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s.departure_time,
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s.duration,
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'{{ ti.xcom_pull(task_ids="resolve_stg_batch_id") }}'::text,
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now()
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FROM src AS s
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WHERE s.rn = 1
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AND 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 = s.route_no
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AND o.validity = s.validity
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);
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-- Statement 3: DELETE ключей, которых нет в snapshot текущего батча.
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-- Это делает ODS для справочника действительно "current state".
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WITH src_keys AS (
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SELECT d.route_no, d.validity
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FROM (
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SELECT
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s.route_no,
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s.validity,
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ROW_NUMBER() OVER (
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PARTITION BY s.route_no, s.validity
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ORDER BY s.load_dttm DESC, s.src_created_at_ts DESC NULLS LAST
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) AS rn
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FROM stg.routes AS s
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WHERE s.batch_id = '{{ ti.xcom_pull(task_ids="resolve_stg_batch_id") }}'::text
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) AS d
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WHERE d.rn = 1
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)
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DELETE FROM ods.routes AS o
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WHERE NOT EXISTS (
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SELECT 1
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FROM src_keys AS s
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WHERE s.route_no = o.route_no
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AND s.validity = o.validity
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);
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ANALYZE ods.routes;
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