OS-314 fixes because I've broken full git struct
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@@ -0,0 +1,111 @@
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-- Измерение пользователей
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CREATE TABLE core.dim_user (
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user_id INT PRIMARY KEY,
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name TEXT,
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age INT,
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email TEXT,
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registration_date DATE
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)
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distributed by (user_id);
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-- Измерение курсов
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CREATE TABLE core.dim_course (
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course_id INT PRIMARY KEY,
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title TEXT,
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category TEXT
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)
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distributed by (course_id);
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-- Измерение уроков
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CREATE TABLE core.dim_lesson (
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lesson_id INT PRIMARY KEY,
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title TEXT,
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duration_min INT,
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course_id INT REFERENCES core.dim_course(course_id)
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)
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distributed by (lesson_id);
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-- Опционально: измерение времени
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CREATE TABLE core.dim_date (
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date DATE PRIMARY KEY,
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year INT,
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month INT,
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day INT,
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weekday TEXT
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)
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distributed replicated;
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-- Таблицы фактов:
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CREATE TABLE core.fact_lesson_views (
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user_id INT REFERENCES core.dim_user(user_id),
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lesson_id INT REFERENCES core.dim_lesson(lesson_id),
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course_id INT REFERENCES core.dim_course(course_id),
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viewed_at TIMESTAMP
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)
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distributed by (course_id);
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CREATE TABLE core.enrollments (
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user_id INT REFERENCES core.dim_user(user_id),
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course_id INT REFERENCES core.dim_course(course_id),
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enrolled_at TIMESTAMP
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)
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distributed by (course_id);
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--ETL переброс данных из raw в core
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INSERT INTO core.dim_user (user_id, name, age, email, registration_date)
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SELECT DISTINCT
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id::INT,
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name::TEXT,
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age::INT,
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email::TEXT,
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registration_date::DATE
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FROM raw.users;
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INSERT INTO core.dim_course (course_id, title, category)
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SELECT DISTINCT
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id::INT,
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title::TEXT,
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category::TEXT
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FROM raw.courses;
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INSERT INTO core.dim_lesson (lesson_id, title, duration_min, course_id)
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SELECT DISTINCT
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id::INT,
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title::TEXT,
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duration_min::INT,
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course_id::INT
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FROM raw.lessons;
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INSERT INTO core.dim_lesson (lesson_id, title, duration_min, course_id)
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SELECT DISTINCT
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id::INT,
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title::TEXT,
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duration_min::INT,
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course_id::INT
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FROM raw.lessons;
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-- Заполнение таблицы фактов
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insert into core.fact_lesson_views (user_id, lesson_id, course_id, viewed_at)
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select
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lw.user_id,
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lw.lesson_id,
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l.course_id,
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lw.viewed_at
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from raw.lessons_views lw
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join raw.lessons l on lw.lesson_id = l.id;
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insert into core.enrollments (user_id, lesson_id, course_id, viewed_at)
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select
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lw.user_id,
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lw.lesson_id,
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l.course_id,
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lw.viewed_at
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from raw.lessons_views lw
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join raw.lessons l on lw.lesson_id = l.id;
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insert into enrollments (user_id, course_id, enrolled_at)
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select
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user_id,
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course_id,
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enrolled_at
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from raw.enrollments;
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@@ -0,0 +1,71 @@
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--lesson_popularity_summary data mart
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create materialized view dm.lesson_popularity_summary as
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select
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dl.lesson_id,
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dl.title as lesson_title,
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dl.course_id,
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dc.title as course_title,
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count(flv.lesson_id) as total_views,
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count(distinct flv.user_id) as unique_users,
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min(flv.viewed_at) as first_view,
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max(flv.viewed_at) as last_view
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from core.dim_lesson dl
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left join core.dim_course dc
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on dl.course_id = dc.course_id
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left join core.fact_lesson_views flv
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on dl.lesson_id = flv.lesson_id
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group by dl.lesson_id, dl.title, dl.course_id, dc.title
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-- inactive_users_summary data mart
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create materialized view dm.inactive_users_summary as
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select
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du.user_id,
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du.name as user_name,
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du.email,
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du.age,
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count(e.course_id) as enrollments_count,
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du.registration_date
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from core.dim_user du
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left join core.enrollments e
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on du.user_id = e.user_id
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left join core.fact_lesson_views flv
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on du.user_id = flv.user_id
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where flv.user_id is null
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group by du.user_id, du.name, du.email, du.age, du.registration_date
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-- course_completion_rate data mart
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create materialized view dm.course_completion_rate as
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with total_lessons_per_course as(
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select
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course_id,
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count(*) as lessons_in_course
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from core.dim_lesson
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group by course_id
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), lessons_viewed as (
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select
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user_id,
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course_id,
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count(*) as lessons_viewed
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from fact_lesson_views flv
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group by user_id, course_id
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)
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select
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du.user_id as user_id,
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du.name as user_name,
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dc.course_id as course_id,
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dc.title as course_title,
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tlpc.lessons_in_course,
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coalesce(lv.lessons_viewed, 0) as lessons_viewed,
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round(
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coalesce(
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coalesce(lv.lessons_viewed, 0)*1.0/nullif(tlpc.lessons_in_course, 0), 0
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), 2) as completion_rate
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from core.enrollments e
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join core.dim_user du
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on e.user_id = du.user_id
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join total_lessons_per_course tlpc
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on tlpc.course_id = e.course_id
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join core.dim_course dc
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on e.course_id = dc.course_id
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left join lessons_viewed lv
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on du.user_id = lv.user_id and dc.course_id = lv.course_id
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@@ -0,0 +1,44 @@
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create schema raw;
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create schema core;
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create schema dm;
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create table raw.users(
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id INT,
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name varchar(50),
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age INT,
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email varchar(50),
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registration_date date
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)
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distributed by (id);
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create table raw.courses (
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id INT,
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title text,
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category varchar(40),
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created_at date
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)
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distributed by (id);
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create table raw.lessons (
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id INT,
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course_id INT,
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title TEXT,
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duration_min INT
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)
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distributed by (course_id);
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create table raw.enrollments (
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id INT,
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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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)
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distributed by (user_id);
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create table raw.lessons_views(
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id int,
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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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)
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distributed by (user_id)
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