A lightweight framework for building API endpoints using Python's native libraries.
Project description
LightAPI: Instant Python REST APIs from SQL Databases
LightAPI is a modern Python framework for building high-performance REST APIs directly from your SQL database—no boilerplate, no manual endpoint wiring. Instantly expose CRUD endpoints from SQLAlchemy models or a YAML config, with full support for authentication, caching, validation, filtering, and OpenAPI documentation.
Why use LightAPI?
- Zero-boilerplate Python REST API: Instantly generate CRUD endpoints from your database schema.
- YAML-driven API generator: Reflect your database and expose only the tables and operations you want.
- Async and Fast: Built on aiohttp for high concurrency and low latency.
- Production-ready: JWT authentication, Redis caching, request validation, and robust error handling.
- Automatic OpenAPI docs: Swagger UI and OpenAPI JSON out of the box.
- Flexible: Use with SQLite, PostgreSQL, MySQL, or any SQLAlchemy-supported database.
- Modern Python: Type hints, async/await, and best practices throughout.
Who is this for?
- Backend developers who want to ship APIs fast, with minimal code.
- Data engineers needing to expose existing databases as RESTful services.
- Prototypers and startups who want to iterate quickly and scale later.
- Anyone who wants a clean, maintainable, and extensible Python API stack.
Features
Each feature explained:
- Automatic CRUD endpoints: Instantly generate RESTful endpoints for your models or tables, so you can create, read, update, and delete records with no manual wiring.
from lightapi import LightApi from sqlalchemy import Column, Integer, String class User(Base): __tablename__ = 'users' id = Column(Integer, primary_key=True) name = Column(String(50)) app = LightApi() app.register(User)
How to use: Define your SQLAlchemy model, register it withapp.register(), and LightAPI will expose full CRUD endpoints automatically. Use cases: Quickly build admin panels, internal tools, or MVPs where you need instant API access to your data. - Database reflection: Point LightAPI at your existing database and expose tables as REST endpoints without writing model code.
# config.yaml database_url: sqlite:///mydata.db tables: - name: users crud: [get, post, put, patch, delete] # Python from lightapi import LightApi api = LightApi.from_config('config.yaml') api.run()
How to use: Create a YAML config describing your database and tables, then useLightApi.from_config()to generate endpoints instantly. Use cases: Expose legacy or third-party databases as REST APIs for integration, analytics, or migration. - JWT authentication: Secure your API with industry-standard JSON Web Tokens, including login endpoints and protected resources.
from lightapi.auth import JWTAuthentication class UserEndpoint(RestEndpoint): class Configuration: authentication_class = JWTAuthentication # Set secret export LIGHTAPI_JWT_SECRET="supersecret"
How to use: Addauthentication_class = JWTAuthenticationto your endpoint's Configuration. Set the secret key as an environment variable. Use cases: Protect sensitive endpoints, implement login/logout, and control access for different user roles. - CORS support: Easily enable Cross-Origin Resource Sharing for frontend/backend integration.
from lightapi.core import CORSMiddleware app.add_middleware([CORSMiddleware])
How to use: AddCORSMiddlewareto your app's middleware list to allow cross-origin requests from browsers. Use cases: Enable frontend apps (React, Vue, etc.) to call your API from a different domain during development or production. - Async performance: Built on aiohttp for high concurrency and fast response times.
# All endpoints are async-ready; just use async def in your handlers. class MyEndpoint(RestEndpoint): async def get(self, request): return {"message": "Async ready!"}
How to use: Write your endpoint methods asasync defto take full advantage of Python's async capabilities. Use cases: Handle thousands of concurrent API requests, real-time dashboards, or chat/messaging backends. - Redis caching: Speed up your API with automatic or custom caching of responses, including cache invalidation.
from lightapi.cache import RedisCache class Product(RestEndpoint): class Configuration: caching_class = RedisCache caching_method_names = ['GET']
How to use: Setcaching_class = RedisCacheand specify which HTTP methods to cache. LightAPI will cache responses transparently. Use cases: Reduce database load for expensive queries, speed up product catalogs, or cache public data. - Request validation: Validate incoming data with custom or automatic validators, returning clear error messages.
from lightapi.rest import Validator class UserValidator(Validator): def validate_name(self, value): if not value: raise ValueError('Name required') return value class User(RestEndpoint): class Configuration: validator_class = UserValidator
How to use: Create a Validator class and assign it in your endpoint's Configuration. Validation errors are returned as 400 responses. Use cases: Enforce business rules, prevent bad data, and provide user-friendly error messages in your API. - Filtering, pagination, and sorting: Query your data efficiently with flexible filters, paginated results, and sort options.
from lightapi.filters import ParameterFilter from lightapi.pagination import Paginator class ProductFilter(ParameterFilter): ... class ProductPaginator(Paginator): ... class Product(RestEndpoint): class Configuration: filter_class = ProductFilter pagination_class = ProductPaginator
How to use: Implement custom filter and paginator classes, then assign them in your endpoint's Configuration. Use cases: Build APIs for large datasets, searchable product listings, or analytics dashboards. - OpenAPI/Swagger documentation: Get interactive API docs and OpenAPI JSON automatically, always in sync with your endpoints.
app = LightApi(swagger_title="My API", swagger_version="1.0.0") # Visit http://localhost:8000/docs
How to use: Set Swagger options when creating your app. Docs are auto-generated and always up to date. Use cases: Share your API with frontend teams, generate client SDKs, or provide public API documentation. - Custom middleware: Add logging, rate limiting, authentication, or any cross-cutting logic with a simple middleware interface.
from lightapi.core import Middleware class LoggingMiddleware(Middleware): def process(self, request, response=None): print(f"{request.method} {request.url}") return response app.add_middleware([LoggingMiddleware])
How to use: SubclassMiddlewareand implement theprocessmethod. Add your middleware to the app. Use cases: Add request logging, enforce rate limits, or inject custom headers for all responses. - Works with all major databases: Use SQLite, PostgreSQL, MySQL, or any SQLAlchemy-supported backend.
app = LightApi(database_url="postgresql://user:pass@localhost/db") # or app = LightApi(database_url="mysql://user:pass@localhost/db")
How to use: Set thedatabase_urlparameter to match your database backend. Use cases: Migrate between databases, support multiple environments, or connect to cloud-hosted DBs. - Environment-based configuration: Configure your app for development, testing, or production using environment variables or YAML.
# config.yaml database_url: sqlite:///dev.db debug: true # Python api = LightApi.from_config('config.yaml')
How to use: Store your settings in a YAML file or environment variables, then load them withfrom_config()oros.environ. Use cases: Seamlessly switch between dev, staging, and production setups, or deploy with Docker and CI/CD.
Quick Start
1. Install LightAPI
pip install lightapi
2. Define your model (SQLAlchemy)
from lightapi import LightApi
from lightapi.database import Base
from sqlalchemy import Column, Integer, String
class User(Base):
__tablename__ = "users"
id = Column(Integer, primary_key=True)
name = Column(String(50))
email = Column(String(100))
app = LightApi()
app.register(User)
if __name__ == "__main__":
app.run()
3. Or use YAML for instant API from your database
# config.yaml
database_url: sqlite:///mydata.db
tables:
- name: users
crud: [get, post, put, patch, delete]
- name: orders
crud: [get, post]
from lightapi import LightApi
api = LightApi.from_config('config.yaml')
api.run(host="0.0.0.0", port=8081)
Example Endpoints (from YAML above)
GET /users/- List usersPOST /users/- Create userGET /users/{id}- Get user by IDPUT /users/{id}- Replace userPATCH /users/{id}- Update userDELETE /users/{id}- Delete userGET /orders/- List ordersPOST /orders/- Create orderGET /orders/{id}- Get order by ID
Documentation
FAQ
Q: Can I use LightAPI with my existing database?
A: Yes! Use the YAML config to reflect your schema and instantly expose REST endpoints.
Q: What databases are supported?
A: Any database supported by SQLAlchemy (PostgreSQL, MySQL, SQLite, etc.).
Q: How do I secure my API?
A: Enable JWT authentication and CORS with a single line.
Q: Can I customize endpoints or add business logic?
A: Yes, you can extend or override any handler, add middleware, and use validators.
Q: Is this production-ready?
A: Yes. LightAPI is designed for both rapid prototyping and production deployment.
Comparison
| Feature | LightAPI | FastAPI | Flask | Django REST |
|---|---|---|---|---|
| Zero-boilerplate CRUD | ✅ | ❌ | ❌ | ❌ |
| YAML-driven API | ✅ | ❌ | ❌ | ❌ |
| Async support | ✅ | ✅ | ❌ | ❌ |
| OpenAPI docs | ✅ | ✅ | ❌ | ✅ |
| Built-in Auth/Caching | ✅ | ❌ | ❌ | ✅ |
| DB Reflection | ✅ | ❌ | ❌ | ❌ |
License
MIT License. See LICENSE.
Note: Only GET, POST, PUT, PATCH, DELETE HTTP verbs are supported. Required fields must be NOT NULL in the schema. Constraint violations (NOT NULL, UNIQUE, FK) return 409.
To start your API, always useapi.run(host, port). Do not use external libraries orapp = api.appto start the server directly.
LightAPI - The fastest way to build Python REST APIs from your database.
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