Комментарии написаны, таблицы приведены в порядок
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@@ -87,6 +87,7 @@ ORDER BY (lesson_id, course_id);
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*/
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CREATE TABLE bhabibullin.lesson_popularity_summary
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ON CLUSTER clickhouse_cluster
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(
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lesson_id UInt32,
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lesson_title String,
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@@ -97,10 +98,14 @@ CREATE TABLE bhabibullin.lesson_popularity_summary
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first_view DateTime64(3, 'UTC'),
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last_view DateTime64(3, 'UTC')
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)
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ENGINE = MergeTree
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ENGINE = ReplicatedMergeTree(
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'/clickhouse/tables/{shard}/bhabibullin/lesson_popularity_summary',
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'{replica}'
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)
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ORDER BY (lesson_id, course_id);
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CREATE MATERIALIZED VIEW mv_lesson_popularity_summary
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ON CLUSTER clickhouse_cluster
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TO bhabibullin.lesson_popularity_summary
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AS
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SELECT
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@@ -140,8 +145,9 @@ GROUP BY
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flv.course_id,
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c.title;
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select * from bhabibullin.mv_lesson_popularity_summary mlps ;
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select * from bhabibullin.lesson_popularity_summary lps ;
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select * from bhabibullin.mv_lesson_popularity_summary ;
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select * from bhabibullin.lesson_popularity_summary ;
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show tables;
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/*
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### ✅ **Задание 3: Создай витрину `inactive_users_summary`**
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@@ -161,7 +167,13 @@ select * from bhabibullin.lesson_popularity_summary lps ;
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Эта витрина может использоваться для продуктовой аналитики, триггерных рассылок (например, напоминаний), анализа оттока, повышения вовлечённости.
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*/
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CREATE TABLE bhabibullin.inactive_users_summary(
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DROP TABLE bhabibullin.inactive_users_summary;
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DROP VIEW bhabibullin.mv_inactive_users_summary ;
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show tables;
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CREATE TABLE bhabibullin.inactive_users_summary
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ON CLUSTER clickhouse_cluster
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(
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user_id UInt32,
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name String,
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email String,
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@@ -169,10 +181,14 @@ CREATE TABLE bhabibullin.inactive_users_summary(
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enrollment_count UInt32,
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registration_date Date
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)
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ENGINE = MergeTree()
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ENGINE = ReplicatedMergeTree(
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'/clickhouse/tables/{shard}/bhabibullin/inactive_users_summary',
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'{replica}'
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)
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ORDER BY user_id;
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CREATE MATERIALIZED VIEW bhabibullin.mv_inactive_users_summary
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ON CLUSTER clickhouse_cluster
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to bhabibullin.inactive_users_summary
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AS
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SELECT
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@@ -204,6 +220,9 @@ WHERE (cdu.user_id, 1) NOT IN (
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GROUP BY user_id
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);
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select * from bhabibullin.inactive_users_summary ius ;
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select * from bhabibullin.mv_inactive_users_summary mius ;
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/*
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### ✅ **Задание 4: Создай витрину `course_completion_rate`**
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@@ -218,8 +237,8 @@ WHERE (cdu.user_id, 1) NOT IN (
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- Коэффициент завершения (`lessons_viewed / lessons_in_course`)
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*/
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CREATE TABLE IF NOT EXISTS bhabibullin.course_completion_rate
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ON CLUSTER clickhouse_cluster
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(
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user_id UInt32,
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user_name String,
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@@ -229,11 +248,15 @@ CREATE TABLE IF NOT EXISTS bhabibullin.course_completion_rate
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lessons_viewed UInt32,
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completion_rate Float64
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)
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ENGINE = MergeTree()
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ENGINE = ReplicatedMergeTree(
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'/clickhouse/tables/{shard}/bhabibullin/course_completion_rate',
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'{replica}'
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)
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ORDER BY (user_id, course_id);
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CREATE MATERIALIZED VIEW IF NOT EXISTS bhabibullin.mv_course_completion_rate
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ON CLUSTER clickhouse_cluster
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TO bhabibullin.course_completion_rate
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AS
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WITH lessons_in_course AS (
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@@ -312,6 +335,9 @@ JOIN core_dim_course c ON e.course_id = c.course_id
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JOIN lessons_in_course AS lic ON c.course_id = lic.course_id
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LEFT JOIN views_user_course AS vuc ON vuc.user_id = u.user_id AND vuc.course_id = c.course_id;
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select * from bhabibullin.course_completion_rate;
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select * from bhabibullin.mv_course_completion_rate;
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/*
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# 📊 Этап 3. Анализ и запросы
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@@ -333,9 +359,9 @@ LIMIT 5;
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SELECT
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name,
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email,
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registered_courses_count
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enrollment_count
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FROM inactive_users_summary
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WHERE registered_courses_count > 0
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WHERE enrollment_count > 0
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ORDER BY registration_date DESC;
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--Курсы с самым высоким процентом завершения
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@@ -350,10 +376,9 @@ LIMIT 5;
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-- топ 5 курсов по количеству уникальных пользователей
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SELECT
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course_title,
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uniqExact(user_id) AS active_users
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unique_users
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FROM lesson_popularity_summary
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GROUP BY course_title
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ORDER BY active_users DESC
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ORDER BY unique_users DESC
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LIMIT 5;
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--новые пользователи за прошлый месяц
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@@ -368,7 +393,7 @@ ORDER BY registration_date DESC;
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/*
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### ✅ **Задание 6: Сравни данные с Greenplum**
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1. Выбери 2–3 значения из таблиц `_summary_source` в Greenplum
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2. Сравни с ClickHouse-результатами:
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- Совпадает ли `SUM`, `AVG`, `MIN`, `MAX`
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@@ -382,4 +407,3 @@ ORDER BY registration_date DESC;
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С этим даже траблы были при пет проекте, кликхаус тяжело обрабатывает нулл значения
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*/
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