182 lines
5.9 KiB
SQL
182 lines
5.9 KiB
SQL
create table users(
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id int primary key,
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name varchar(255),
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age int,
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email varchar(255),
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registration_date date
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);
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insert into users(id, name, age, email, registration_date) values
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(1, 'Alice', 25, 'alice@mail.com', '2023-01-10'),
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(2, 'Bob', 30, 'bob@gmail.com', '2023-02-05'),
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(3, 'Charlie', 22, 'charlie@mail.com', '2023-02-20'),
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(4, 'Diana', 28, 'diana@mail.com', '2023-03-01'),
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(5, 'Ethan', 35, 'ethan@gmail.com', '2023-03-10');
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create table courses(
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id int primary key,
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title varchar(255),
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category varchar(255),
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created_at date
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);
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insert into courses(id, title, category, created_at) values
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(1, 'SQL для начинающих', 'data', '2023-01-01'),
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(2, 'Python для анализа данных', 'programming', '2023-01-15'),
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(3, 'BI с нуля', 'business', '2023-03-01');
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create table lessons(
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id int primary key,
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course_id int,
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title varchar(255),
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duration_min int,
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foreign key (course_id) references courses(id)
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);
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insert into lessons(id, course_id, title, duration_min) values
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(1, 1, 'SELECT и FROM', 10),
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(2, 1, 'JOIN', 15),
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(3, 2, 'Pandas', 20),
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(4, 3, 'Основы BI', 12),
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(5, 3, 'Метрики и дашборды', 18);
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create table enrollments(
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id int primary key,
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user_id int,
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course_id int,
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enrolled_at date,
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foreign key (user_id) references users(id),
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foreign key (course_id) references courses(id)
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);
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insert into enrollments (id, user_id, course_id, enrolled_at) values
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(1, 1, 1, '2023-01-15'),
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(2, 1, 2, '2023-02-01'),
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(3, 2, 1, '2023-01-20'),
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(4, 3, 2, '2023-03-05'),
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(5, 4, 3, '2023-04-01');
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create table lesson_views(
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id int primary key,
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user_id int,
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lesson_id int,
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viewed_at timestamp,
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foreign key (user_id) references users(id),
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foreign key (lesson_id) references lessons(id)
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);
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insert into lesson_views(id, user_id, lesson_id, viewed_at) values
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(1, 1, 1, '2023-01-16 10:00:00'),
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(2, 1, 2, '2023-01-16 10:15:00'),
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(3, 2, 1, '2023-01-21 09:00:00'),
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(4, 3, 3, '2023-03-06 12:00:00'),
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(5, 4, 4, '2023-04-02 10:00:00'),
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(6, 4, 5, '2023-04-03 10:00:00');
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create materialized view user_activity_summary as (
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with available_lessons as (
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select
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e.user_id,
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count(distinct l.id) as cnt_lesson
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from lessons l
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join enrollments e on e.course_id = l.course_id
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group by e.user_id
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)
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select
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u.id,
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u.name,
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count(distinct e.course_id) as enrrollment_count,
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count(distinct lv.lesson_id) as viewed_lessons_count,
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max(lv.viewed_at) as last_view,
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min(lv.viewed_at) as first_view,
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round(count(distinct lv.lesson_id) * 100.0 / NULLIF(al.cnt_lesson, 0), 4) as engagement_rate
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from users u
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join enrollments e on u.id = e.user_id
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left join lesson_views lv on lv.user_id = u.id
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join available_lessons al on al.user_id = u.id
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group by u.id, u.name, al.cnt_lesson
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);
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/*
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Витрина user_activity_summary
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Цель - показать аналитику вовлеченности пользователей в обучение на платформе
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user_id - идентификатор пользователя
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name - имя пользователя
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enrollment_count - количество записей на курсы
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viewed_lessons_count - количество просмотренных уроков
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last_view - последний просмотр
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first_view - первый просмотр
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engagement_rate - вовлеченность
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*/
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create materialized view course_summary as(
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with view_cnt as (
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select l.course_id,
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count(lv.lesson_id) cnt
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from lessons l
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join lesson_views lv on l.id = lv.lesson_id
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group by l.course_id
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)
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select
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c.id as course_id,
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c.title,
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count(distinct e.user_id) unique_users,
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count(distinct l.id) lessons_count,
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vc.cnt total_views,
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round(vc.cnt * 1.0 / count(distinct e.user_id), 2) as avg_views_per_user,
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min(lv.viewed_at) as first_viewed_at,
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max(lv.viewed_at) as last_viewed_at
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from
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courses c
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join lessons l on c.id = l.course_id
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join enrollments e on e.course_id = c.id
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join view_cnt vc on vc.course_id = c.id
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left join lesson_views lv on lv.lesson_id = l.id
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group by c.title, vc.cnt, c.id
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order by course_id
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);
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/*
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Витрина course_summary
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Цель - показать анализ эффективности по каждому курсу
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course_id - идентификатор курса
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course title - название курса
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unique_users - кол-во уникальных пользователей в рамках одного курса
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lessons_count - кол-во уроков
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total_views - общее число просмотров уроков по курсу
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avg_views_per_user - total_views / unique_users Среднее число просмотров на пользователя, записанного на курс
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first_viewed_at - дата первого просмотра
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last_viewed_at - дата последнего просмотра
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*/
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create materialized view platform_summary as (
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select
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count(distinct u.id) as total_users,
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count(distinct c.id) as total_courses,
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count(distinct l.id) as total_lessons,
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count(distinct lv.user_id) as users_with_views,
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round(count(distinct l.id) * 1.0 / NULLIF(count(distinct c.id), 0), 2) as avg_lessons_per_course,
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count(lv.lesson_id) * 1.0 / NULLIF(count(distinct l.id), 0) as avg_lessons_per_lesson
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from users u
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left join lesson_views lv on lv.user_id = u.id
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left join lessons l on l.id = lv.lesson_id
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left join courses c on c.id = l.course_id
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);
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/*
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Витрина platform_summary
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Цель - показать общую отчетность по взаимодействию
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total_users - всего пользователей
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total_courses - всего курсов
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total_lessons - всего уроков
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users_with_views - сколько пользователей с минимум 1 просмотром
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avg_lessons_per_course - среднее число уроков на курс
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avg_views_per_lesson - среднее число просмотров на урок
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*/ |