System design for ecommerce app
Designing a system for an eCommerce application involves structuring various components to ensure scalability, performance, and reliability. Here’s a detailed outline of the system design for an eCommerce app using Node.js:
1. Functional Requirements
-
User Management:
- Registration, login, logout.
- User profiles, addresses, payment methods.
- Wishlist and order history.
-
Product Management:
- Catalog management (categories, attributes).
- Product search, filters (price range, category).
- Product details (description, images, reviews).
-
Shopping Cart and Checkout:
- Add/remove items, update quantities.
- Calculate totals (including shipping, taxes).
- Checkout process (shipping address, payment).
-
Order Management:
- Place orders, order confirmation.
- View order status, order history.
-
Admin Dashboard:
- CRUD operations for products, categories.
- Order management, user management.
2. Non-functional Requirements
- Performance: Fast loading times, handling peak traffic.
- Scalability: Horizontal scaling, handling increased user base.
- Security: Data encryption, secure authentication, PCI DSS compliance.
- Availability: Minimal downtime, fault-tolerant architecture.
3. Architecture
3.1 Microservices Architecture
-
Benefits:
- Independent scaling of services.
- Better fault isolation.
- Technology flexibility for different services.
-
Components:
- User Service: Handles user authentication, profile management.
- Product Service: Manages product catalog, inventory.
- Order Service: Manages shopping cart, checkout process, and order processing.
- Review Service: Manages product reviews, ratings.
- Payment Service: Integrates with payment gateways (e.g., Stripe, PayPal).
3.2 Service Communication
- RESTful APIs: Used for inter-service communication.
- Message Queues: For asynchronous processing and decoupling services (e.g., RabbitMQ, Kafka).
- GraphQL: Optionally used for flexible querying of product data and user preferences.
3.3 Database Design
- User Database: Stores user profiles, authentication data (e.g., MongoDB or PostgreSQL).
- Product Database: Stores product catalog, attributes (e.g., MongoDB or PostgreSQL).
- Order Database: Stores order details, transaction history (e.g., MongoDB or SQL database).
- Session Store: Stores user sessions (e.g., Redis for fast access).
3.4 Caching Strategy
- Redis: Caches frequently accessed data (e.g., product listings, user sessions) to improve performance.
- CDN Integration: Delivers static content (e.g., images, CSS) through Content Delivery Networks for faster loading times.
4. Security Considerations
- Authentication: JWT tokens with expiration, refresh tokens for session management.
- Authorization: Role-based access control (RBAC) for different user roles (e.g., admin, customer).
- Data Encryption: Secure transmission (HTTPS), encryption of sensitive data (e.g., passwords, payment details).
5. Infrastructure
- Cloud Platform: Deploy on AWS, Azure, Google Cloud for scalability and managed services.
- Containerization: Dockerize services for consistency across environments.
- Orchestration: Kubernetes for container orchestration, auto-scaling, and resilience.
6. Monitoring and Logging
- Monitoring Tools: Prometheus for metrics collection, Grafana for visualization.
- Logging: Centralized logging with ELK stack (Elasticsearch, Logstash, Kibana) or similar for debugging and monitoring.
7. Deployment
- CI/CD Pipeline: Implement continuous integration and deployment for automated testing and deployment.
- Deployment Strategy: Blue-green deployment or canary deployment for minimizing downtime and rolling updates.
8. Third-Party Integrations
- Payment Gateways: Integrate with popular payment providers (e.g., Stripe, PayPal).
- Shipping Providers: Integrate with shipping APIs (e.g., UPS, FedEx) for real-time shipping rates and tracking.
9. User Experience
- Responsive Design: Ensure the app is accessible and performs well across devices (desktop, tablet, mobile).
- SEO Optimization: Implement SEO best practices for better visibility and search engine ranking.
10. Legal and Compliance
- GDPR Compliance: Ensure data handling complies with data protection regulations.
- PCI DSS Compliance: Secure handling of payment card information.
Sample models and code
To design a basic eCommerce system using Node.js, let's outline the classes, methods, and database schema you might need. This example will cover essential components such as users, products, orders, and reviews. We'll use a simplified approach with a relational database schema (using PostgreSQL for this example) and basic CRUD operations.
1. Classes and Methods
User Class
class User {
constructor(id, username, email, passwordHash) {
this.id = id;
this.username = username;
this.email = email;
this.passwordHash = passwordHash;
}
async save() {
// Method to save user data to the database
// Example implementation with PostgreSQL:
const query = `
INSERT INTO users (username, email, password_hash)
VALUES ($1, $2, $3)
RETURNING id
`;
const values = [this.username, this.email, this.passwordHash];
const result = await db.query(query, values);
this.id = result.rows[0].id;
return this;
}
static async findById(id) {
// Method to find a user by ID from the database
const query = `
SELECT * FROM users
WHERE id = $1
`;
const values = [id];
const result = await db.query(query, values);
const userData = result.rows[0];
if (!userData) {
return null;
}
return new User(userData.id, userData.username, userData.email, userData.password_hash);
}
async updateProfile(newUsername, newEmail) {
// Method to update user profile
this.username = newUsername;
this.email = newEmail;
const query = `
UPDATE users
SET username = $1, email = $2
WHERE id = $3
`;
const values = [this.username, this.email, this.id];
await db.query(query, values);
return this;
}
async delete() {
// Method to delete user account
const query = `
DELETE FROM users
WHERE id = $1
`;
const values = [this.id];
await db.query(query, values);
}
}
Product Class
class Product {
constructor(id, name, description, price) {
this.id = id;
this.name = name;
this.description = description;
this.price = price;
}
async save() {
// Method to save product data to the database
// Example implementation with PostgreSQL:
const query = `
INSERT INTO products (name, description, price)
VALUES ($1, $2, $3)
RETURNING id
`;
const values = [this.name, this.description, this.price];
const result = await db.query(query, values);
this.id = result.rows[0].id;
return this;
}
static async findById(id) {
// Method to find a product by ID from the database
const query = `
SELECT * FROM products
WHERE id = $1
`;
const values = [id];
const result = await db.query(query, values);
const productData = result.rows[0];
if (!productData) {
return null;
}
return new Product(productData.id, productData.name, productData.description, productData.price);
}
async updateDetails(newName, newDescription, newPrice) {
// Method to update product details
this.name = newName;
this.description = newDescription;
this.price = newPrice;
const query = `
UPDATE products
SET name = $1, description = $2, price = $3
WHERE id = $4
`;
const values = [this.name, this.description, this.price, this.id];
await db.query(query, values);
return this;
}
async delete() {
// Method to delete a product
const query = `
DELETE FROM products
WHERE id = $1
`;
const values = [this.id];
await db.query(query, values);
}
}
Order Class
class Order {
constructor(id, userId, totalAmount, status) {
this.id = id;
this.userId = userId;
this.totalAmount = totalAmount;
this.status = status;
this.createdAt = new Date();
}
async save() {
// Method to save order data to the database
// Example implementation with PostgreSQL:
const query = `
INSERT INTO orders (user_id, total_amount, status, created_at)
VALUES ($1, $2, $3, $4)
RETURNING id
`;
const values = [this.userId, this.totalAmount, this.status, this.createdAt];
const result = await db.query(query, values);
this.id = result.rows[0].id;
return this;
}
static async findById(id) {
// Method to find an order by ID from the database
const query = `
SELECT * FROM orders
WHERE id = $1
`;
const values = [id];
const result = await db.query(query, values);
const orderData = result.rows[0];
if (!orderData) {
return null;
}
return new Order(orderData.id, orderData.user_id, orderData.total_amount, orderData.status);
}
async updateStatus(newStatus) {
// Method to update order status
this.status = newStatus;
const query = `
UPDATE orders
SET status = $1
WHERE id = $2
`;
const values = [this.status, this.id];
await db.query(query, values);
return this;
}
async delete() {
// Method to delete an order
const query = `
DELETE FROM orders
WHERE id = $1
`;
const values = [this.id];
await db.query(query, values);
}
}
Review Class
class Review {
constructor(id, productId, userId, rating, comment) {
this.id = id;
this.productId = productId;
this.userId = userId;
this.rating = rating;
this.comment = comment;
this.createdAt = new Date();
}
async save() {
// Method to save review data to the database
// Example implementation with PostgreSQL:
const query = `
INSERT INTO reviews (product_id, user_id, rating, comment, created_at)
VALUES ($1, $2, $3, $4, $5)
RETURNING id
`;
const values = [this.productId, this.userId, this.rating, this.comment, this.createdAt];
const result = await db.query(query, values);
this.id = result.rows[0].id;
return this;
}
static async findByProductId(productId) {
// Method to find reviews for a product from the database
const query = `
SELECT * FROM reviews
WHERE product_id = $1
`;
const values = [productId];
const result = await db.query(query, values);
return result.rows.map(row => new Review(row.id, row.product_id, row.user_id, row.rating, row.comment));
}
async delete() {
// Method to delete a review
const query = `
DELETE FROM reviews
WHERE id = $1
`;
const values = [this.id];
await db.query(query, values);
}
}
2. Database Schema (PostgreSQL Example)
Users Table
CREATE TABLE users (
id SERIAL PRIMARY KEY,
username VARCHAR(255) NOT NULL,
email VARCHAR(255) UNIQUE NOT NULL,
password_hash VARCHAR(255) NOT NULL
);
Products Table
CREATE TABLE products (
id SERIAL PRIMARY KEY,
name VARCHAR(255) NOT NULL,
description TEXT,
price DECIMAL(10, 2) NOT NULL
);
Orders Table
CREATE TABLE orders (
id SERIAL PRIMARY KEY,
user_id INT REFERENCES users(id),
total_amount DECIMAL(10, 2) NOT NULL,
status VARCHAR(50) NOT NULL,
created_at TIMESTAMP NOT NULL
);
Reviews Table
CREATE TABLE reviews (
id SERIAL PRIMARY KEY,
product_id INT REFERENCES products(id),
user_id INT REFERENCES users(id),
rating INT NOT NULL,
comment TEXT,
created_at TIMESTAMP NOT NULL
);
3. Usage Example
// Example usage of classes and methods
// Create a new user
const newUser = new User(null, 'john_doe', '[email protected]', 'hashed_password');
await newUser.save();
// Find a user by ID
const existingUser = await User.findById(1);
// Update user profile
await existingUser.updateProfile('johndoe', '[email protected]');
// Delete user account
await existingUser.delete();
// Create a new product
const newProduct = new Product(null, 'Sample Product', 'Description of the product', 99.99);
await newProduct.save();
// Find a product by ID
const existingProduct = await Product.findById(1);
// Update product details
await existingProduct.updateDetails('Updated Product Name', 'Updated description', 129.99);
// Delete a product
await existingProduct.delete();
// Create an order
const newOrder = new Order(null, 1, 199.99, 'pending');
await newOrder.save();
// Find an order by ID
const existingOrder = await Order.findById(1);
// Update order status
await existingOrder.updateStatus('shipped');
// Delete an order
await existingOrder.delete();
// Create a review for a product
const newReview = new Review(null, 1, 1, 5, 'Great product!');
await newReview.save();
// Find reviews for a product
const productReviews = await Review.findByProductId(1);
// Delete a review
await productReviews[0].delete();
Published on: Jul 10, 2024, 12:19 AM