SQL Databases with SQLModel
Part of: FastAPI Basics
Learn to integrate SQL databases with FastAPI using SQLModel for data persistence and CRUD operations.
What You'll Learn
Theory and Concepts
SQL Databases with SQLModel
🎯 What You'll Learn
- Set up SQLModel with FastAPI for database operations
- Create database models with proper field configurations
- Implement comprehensive CRUD operations (Create, Read, Update, Delete)
- Handle database sessions and connections using dependency injection
- Use multiple models for enhanced security and API design
- Configure database engines and startup events
📚 Theory
SQLModel is a library created by the same author as FastAPI, designed specifically to work seamlessly with FastAPI applications that need SQL databases. It combines the power of SQLAlchemy (for database operations) with Pydantic (for data validation).
Essential SQLModel Components
1. Table Model Definition:
[Code Example]
Key Field Configurations:
- primary_key=True: Marks the field as the table's primary key
- index=True: Creates a database index for faster queries
- default=None: Allows the database to auto-generate values (especially for IDs)
2. Database Engine Setup:
[Code Example]
3. Database Session Management:
[Code Example]
4. Database Table Creation:
[Code Example]
CRUD Operations Implementation
Create Operation:
[Code Example]
Read Operations:
[Code Example]
Update Operation:
[Code Example]
Delete Operation:
[Code Example]
🔧 Key Concepts
- SQLModel: Combines SQLAlchemy's database power with Pydantic's validation
- Table Models: Classes with table=True that represent database tables
- Field Configuration: Use Field() to specify primary keys, indexes, and defaults
- Database Engine: Manages database connections and should be created once
- Sessions: Handle individual transactions and should be injected per request
- Dependency Injection: Use Depends() to inject database sessions into endpoints
- Query Builder: Use select() for complex database queries
- Pagination: Implement with offset and limit parameters
💡 Best Practices
- Primary Key Required: Every table model must have a primary key field
- Session Per Request: Use dependency injection for database sessions to ensure thread safety
- Proper Error Handling: Always check if records exist before operations
- Database Startup: Create tables during application startup with @app.on_event("startup")
- Connection Arguments: Use check_same_thread=False for SQLite with FastAPI
- Query Limits: Always limit query results to prevent performance issues
- Transaction Management: Use session.commit() to save changes and session.refresh() to get updated data
🔗 Additional Resources
- SQLModel Documentation
- SQLAlchemy Documentation
- FastAPI SQL Databases Tutorial
Helpful Hint
SQLModel combines SQLAlchemy's power with Pydantic's validation - use table=True for database models and separate data models for API contracts.