FastAPI is built on top of Starlette for the web parts and Pydantic for the data validation parts. It leverages Python’s type hints to automatically validate, serialize, and deserialize data. This makes it easy to write APIs with clear and concise code. FastAPI also uses asynchronous programming by default, which allows it to handle a large number of concurrent requests efficiently.
Express.js is a minimalist web application framework for Node.js. It is built on top of the Node.js HTTP module, providing a simple way to handle HTTP requests and responses. Express.js follows a middleware-based architecture, where middleware functions can be used to process requests, perform authentication, logging, and more before the final route handler is executed.
First, install FastAPI and Uvicorn (a server for running FastAPI applications):
pip install fastapi uvicorn
Here is a simple FastAPI application:
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
def read_root():
return {"Hello": "World"}
@app.get("/items/{item_id}")
def read_item(item_id: int, q: str = None):
return {"item_id": item_id, "q": q}
To run the application, use the following command:
uvicorn main:app --reload
First, initialize a new Node.js project and install Express.js:
mkdir express-example
cd express-example
npm init -y
npm install express
Here is a simple Express.js application:
const express = require('express');
const app = express();
const port = 3000;
app.get('/', (req, res) => {
res.send('Hello World!');
});
app.get('/items/:itemId', (req, res) => {
const itemId = req.params.itemId;
const q = req.query.q;
res.json({ itemId: parseInt(itemId), q: q });
});
app.listen(port, () => {
console.log(`Example app listening at http://localhost:${port}`);
});
To run the application, use the following command:
node app.js
from fastapi import FastAPI
from pydantic import BaseModel
app = FastAPI()
class Item(BaseModel):
name: str
price: float
@app.post("/items/")
def create_item(item: Item):
return item
const express = require('express');
const app = express();
// Logging middleware
app.use((req, res, next) => {
console.log(`Received ${req.method} request for ${req.url}`);
next();
});
app.get('/', (req, res) => {
res.send('Hello World!');
});
async
and await
in your route handlers when dealing with I/O-bound operations such as database queries or API calls.pytest
to write unit and integration tests for your FastAPI application.app.use((err, req, res, next) => {
console.error(err.stack);
res.status(500).send('Something went wrong!');
});
helmet
to protect your application from common web vulnerabilities.Both FastAPI and Express.js are powerful frameworks for building web APIs, but they have different strengths and weaknesses. FastAPI is a great choice if you are familiar with Python and want to leverage its type system for data validation and asynchronous programming. It offers high performance and automatic documentation generation. Express.js, on the other hand, is well-suited for Node.js developers who prefer a minimalist and flexible framework with a large ecosystem of middleware. Ultimately, the choice between FastAPI and Express.js depends on your project requirements, team expertise, and personal preferences.