Data Models (ERD)

Overview

This document describes the entity-relationship diagram (ERD) and data models for the Learnille platform.

Database Schema

Core Entities

User Management

-- Users table
CREATE TABLE users (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    email VARCHAR(255) UNIQUE NOT NULL,
    password_hash VARCHAR(255) NOT NULL,
    first_name VARCHAR(100),
    last_name VARCHAR(100),
    avatar_url VARCHAR(500),
    bio TEXT,
    role VARCHAR(50) NOT NULL DEFAULT 'student', -- student, instructor, admin
    is_active BOOLEAN DEFAULT true,
    email_verified BOOLEAN DEFAULT false,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- User profiles table (extended information)
CREATE TABLE user_profiles (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    phone VARCHAR(20),
    location VARCHAR(255),
    website VARCHAR(255),
    social_links JSONB,
    preferences JSONB,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

Course Management

-- Categories table
CREATE TABLE categories (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    name VARCHAR(100) NOT NULL,
    slug VARCHAR(100) UNIQUE NOT NULL,
    description TEXT,
    parent_id UUID REFERENCES categories(id),
    is_active BOOLEAN DEFAULT true,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Courses table
CREATE TABLE courses (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    title VARCHAR(255) NOT NULL,
    slug VARCHAR(255) UNIQUE NOT NULL,
    description TEXT,
    short_description VARCHAR(500),
    thumbnail_url VARCHAR(500),
    instructor_id UUID REFERENCES users(id) ON DELETE CASCADE,
    category_id UUID REFERENCES categories(id),
    level VARCHAR(50) DEFAULT 'beginner', -- beginner, intermediate, advanced
    language VARCHAR(10) DEFAULT 'en',
    price DECIMAL(10,2) DEFAULT 0,
    currency VARCHAR(3) DEFAULT 'USD',
    is_published BOOLEAN DEFAULT false,
    is_featured BOOLEAN DEFAULT false,
    enrollment_count INTEGER DEFAULT 0,
    rating DECIMAL(3,2) DEFAULT 0,
    review_count INTEGER DEFAULT 0,
    duration_hours INTEGER,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Course sections
CREATE TABLE course_sections (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    course_id UUID REFERENCES courses(id) ON DELETE CASCADE,
    title VARCHAR(255) NOT NULL,
    description TEXT,
    order_index INTEGER NOT NULL,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Course lessons
CREATE TABLE course_lessons (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    section_id UUID REFERENCES course_sections(id) ON DELETE CASCADE,
    title VARCHAR(255) NOT NULL,
    description TEXT,
    content_type VARCHAR(50) NOT NULL, -- video, text, quiz, assignment
    content_url VARCHAR(500),
    content_text TEXT,
    duration_minutes INTEGER,
    order_index INTEGER NOT NULL,
    is_preview BOOLEAN DEFAULT false,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

Enrollment and Progress

-- Enrollments table
CREATE TABLE enrollments (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    course_id UUID REFERENCES courses(id) ON DELETE CASCADE,
    enrollment_date TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    completion_date TIMESTAMP WITH TIME ZONE,
    progress_percentage DECIMAL(5,2) DEFAULT 0,
    is_completed BOOLEAN DEFAULT false,
    certificate_issued BOOLEAN DEFAULT false,
    UNIQUE(user_id, course_id)
);

-- Lesson progress
CREATE TABLE lesson_progress (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    enrollment_id UUID REFERENCES enrollments(id) ON DELETE CASCADE,
    lesson_id UUID REFERENCES course_lessons(id) ON DELETE CASCADE,
    is_completed BOOLEAN DEFAULT false,
    completed_at TIMESTAMP WITH TIME ZONE,
    time_spent_minutes INTEGER DEFAULT 0,
    last_accessed_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    UNIQUE(enrollment_id, lesson_id)
);

Consultation System

-- Consultation types
CREATE TABLE consultation_types (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    name VARCHAR(100) NOT NULL,
    description TEXT,
    is_active BOOLEAN DEFAULT true
);

-- Consultations table
CREATE TABLE consultations (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    title VARCHAR(255) NOT NULL,
    description TEXT,
    instructor_id UUID REFERENCES users(id) ON DELETE CASCADE,
    consultation_type_id UUID REFERENCES consultation_types(id),
    category_id UUID REFERENCES categories(id),
    thumbnail_url VARCHAR(500),
    price DECIMAL(10,2) DEFAULT 0,
    currency VARCHAR(3) DEFAULT 'USD',
    duration_minutes INTEGER,
    max_participants INTEGER DEFAULT 1,
    is_published BOOLEAN DEFAULT false,
    is_available BOOLEAN DEFAULT true,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Consultation bookings
CREATE TABLE consultation_bookings (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    consultation_id UUID REFERENCES consultations(id) ON DELETE CASCADE,
    student_id UUID REFERENCES users(id) ON DELETE CASCADE,
    scheduled_at TIMESTAMP WITH TIME ZONE NOT NULL,
    status VARCHAR(50) DEFAULT 'pending', -- pending, confirmed, completed, cancelled
    meeting_url VARCHAR(500),
    notes TEXT,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

Payment System

-- Payment methods
CREATE TABLE payment_methods (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    type VARCHAR(50) NOT NULL, -- card, paypal, bank_transfer
    provider VARCHAR(50) NOT NULL, -- stripe, paypal
    provider_payment_method_id VARCHAR(255),
    last_four VARCHAR(4),
    expiry_month INTEGER,
    expiry_year INTEGER,
    is_default BOOLEAN DEFAULT false,
    is_active BOOLEAN DEFAULT true,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Payments table
CREATE TABLE payments (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    payment_method_id UUID REFERENCES payment_methods(id),
    amount DECIMAL(10,2) NOT NULL,
    currency VARCHAR(3) DEFAULT 'USD',
    status VARCHAR(50) DEFAULT 'pending', -- pending, processing, completed, failed, refunded
    provider VARCHAR(50) NOT NULL,
    provider_payment_id VARCHAR(255),
    description VARCHAR(255),
    metadata JSONB,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

-- Invoices table
CREATE TABLE invoices (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    payment_id UUID REFERENCES payments(id),
    invoice_number VARCHAR(100) UNIQUE NOT NULL,
    amount DECIMAL(10,2) NOT NULL,
    currency VARCHAR(3) DEFAULT 'USD',
    status VARCHAR(50) DEFAULT 'unpaid', -- unpaid, paid, overdue, cancelled
    due_date DATE,
    paid_at TIMESTAMP WITH TIME ZONE,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

Reviews and Ratings

-- Reviews table
CREATE TABLE reviews (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(id) ON DELETE CASCADE,
    course_id UUID REFERENCES courses(id) ON DELETE CASCADE,
    rating INTEGER NOT NULL CHECK (rating >= 1 AND rating <= 5),
    title VARCHAR(255),
    comment TEXT,
    is_verified BOOLEAN DEFAULT false, -- verified purchase
    helpful_count INTEGER DEFAULT 0,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
    UNIQUE(user_id, course_id)
);

-- Review responses (instructor replies)
CREATE TABLE review_responses (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    review_id UUID REFERENCES reviews(id) ON DELETE CASCADE,
    instructor_id UUID REFERENCES users(id) ON DELETE CASCADE,
    response TEXT NOT NULL,
    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);

Entity Relationship Diagram

┌─────────────────┐       ┌─────────────────┐
│     users       │       │  user_profiles  │
│─────────────────│       │─────────────────│
│ id (PK)         │1────1│ id (PK)         │
│ email           │       │ user_id (FK)    │
│ password_hash   │       │ phone           │
│ first_name      │       │ location        │
│ last_name       │       │ website         │
│ role            │       │ social_links    │
│ is_active       │       │ preferences     │
└─────────────────┘       └─────────────────┘
         │
         │
    ┌────┴────┐
    │         │
┌───▼───┐ ┌───▼───┐
│courses│ │reviews │
│───────│ │───────│
│id (PK)│ │id (PK) │
│title  │ │user_id│
│instructor││course_id│
│category│ │rating │
│price  │ │comment│
└───┬───┘ └───────┘
    │
    │
┌───▼────┐
│enrollments│
│──────────│
│id (PK)   │
│user_id   │
│course_id │
│progress  │
│completed │
└───┬─────┘
    │
    │
┌───▼──────┐
│lesson_progress│
│──────────────│
│id (PK)       │
│enrollment_id │
│lesson_id     │
│completed     │
│time_spent    │
└──────────────┘

Key Relationships

One-to-One Relationships

User → User Profile
Payment → Invoice

One-to-Many Relationships

User → Courses (as instructor)
User → Enrollments
User → Reviews
User → Payments
User → Payment Methods
Course → Course Sections
Course Section → Course Lessons
Course → Reviews
Enrollment → Lesson Progress
Consultation → Consultation Bookings

Many-to-Many Relationships

Users ↔ Courses (through Enrollments)
Users ↔ Consultations (through Bookings)

Indexes

-- Performance indexes
CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_users_role ON users(role);
CREATE INDEX idx_courses_instructor ON courses(instructor_id);
CREATE INDEX idx_courses_category ON courses(category_id);
CREATE INDEX idx_courses_published ON courses(is_published);
CREATE INDEX idx_enrollments_user ON enrollments(user_id);
CREATE INDEX idx_enrollments_course ON enrollments(course_id);
CREATE INDEX idx_reviews_course ON reviews(course_id);
CREATE INDEX idx_reviews_rating ON reviews(rating);
CREATE INDEX idx_payments_user ON payments(user_id);
CREATE INDEX idx_payments_status ON payments(status);

Data Constraints

Email uniqueness across users
Course slug uniqueness
Enrollment uniqueness per user-course pair
Rating values between 1-5
Positive price values
Future dates for scheduled consultations
Non-negative progress percentages

Data Migration Strategy

Initial Schema: Create all tables with basic structure
Seed Data: Populate reference data (categories, consultation types)
Data Migration: Migrate existing data if applicable
Index Creation: Add performance indexes after data loading
Constraint Addition: Add foreign key constraints after data validation

Backup and Recovery

Daily automated backups of PostgreSQL database
Point-in-time recovery capability
Cross-region backup replication
Regular backup testing and validation

Overview​

Database Schema​

Core Entities​

User Management​

Course Management​

Enrollment and Progress​

Consultation System​

Payment System​

Reviews and Ratings​

Entity Relationship Diagram​

Key Relationships​

One-to-One Relationships​

One-to-Many Relationships​

Many-to-Many Relationships​

Indexes​

Data Constraints​

Data Migration Strategy​

Backup and Recovery​

Overview

Database Schema

Core Entities

User Management

Course Management

Enrollment and Progress

Consultation System

Payment System

Reviews and Ratings

Entity Relationship Diagram

Key Relationships

One-to-One Relationships

One-to-Many Relationships

Many-to-Many Relationships

Indexes

Data Constraints

Data Migration Strategy

Backup and Recovery