Building APIs with Django Rest Framework vs. FastAPI
Overview of Django Rest Framework and FastAPI
When developing APIs in Python, Django Rest Framework (DRF) and FastAPI are two popular choices. DRF is built on Django, providing a powerful toolkit for building Web APIs, while FastAPI is a modern, high-performance web framework for building APIs with Python 3.6+ based on standard Python type hints.
Key Features
Feature | Django Rest Framework | FastAPI |
---|---|---|
Performance | Moderate due to Django’s overhead | High-performance, asynchronous support |
Learning Curve | Moderate to steep | Moderate |
Type Validation | Basic | Advanced with Pydantic |
Asynchronous Support | Limited | Full support for async operations |
Community and Ecosystem | Large, mature ecosystem | Growing, with a focus on modern features |
Documentation | Excellent | Excellent |
Setting Up the Environment
Django Rest Framework
- Install Django and DRF:
bash
pip install django djangorestframework
- Create a Django Project:
bash
django-admin startproject myproject
cd myproject
- Add DRF to Installed Apps:
Edit myproject/settings.py
:
python
INSTALLED_APPS = [
...
'rest_framework',
]
- Create a Django App:
bash
python manage.py startapp myapp
FastAPI
- Install FastAPI and Uvicorn:
bash
pip install fastapi uvicorn
- Create a FastAPI Project:
Create a file named main.py
:
“`python
from fastapi import FastAPI
app = FastAPI()
@app.get(“/”)
async def read_root():
return {“Hello”: “World”}
“`
- Run the FastAPI Server:
bash
uvicorn main:app --reload
Building an API
Django Rest Framework
- Define a Model:
Edit myapp/models.py
:
“`python
from django.db import models
class Item(models.Model):
name = models.CharField(max_length=100)
description = models.TextField()
“`
- Create a Serializer:
Edit myapp/serializers.py
:
“`python
from rest_framework import serializers
from .models import Item
class ItemSerializer(serializers.ModelSerializer):
class Meta:
model = Item
fields = ‘all‘
“`
- Create a ViewSet:
Edit myapp/views.py
:
“`python
from rest_framework import viewsets
from .models import Item
from .serializers import ItemSerializer
class ItemViewSet(viewsets.ModelViewSet):
queryset = Item.objects.all()
serializer_class = ItemSerializer
“`
- Configure URLs:
Edit myapp/urls.py
:
“`python
from django.urls import path, include
from rest_framework.routers import DefaultRouter
from .views import ItemViewSet
router = DefaultRouter()
router.register(r’items’, ItemViewSet)
urlpatterns = [
path(”, include(router.urls)),
]
“`
- Include App URLs in Project:
Edit myproject/urls.py
:
“`python
from django.contrib import admin
from django.urls import path, include
urlpatterns = [
path(‘admin/’, admin.site.urls),
path(‘api/’, include(‘myapp.urls’)),
]
“`
FastAPI
- Define a Pydantic Model:
Edit main.py
:
“`python
from pydantic import BaseModel
class Item(BaseModel):
name: str
description: str
“`
- Create an Endpoint:
Edit main.py
:
“`python
items = {}
@app.post(“/items/{item_id}”)
async def create_item(item_id: int, item: Item):
items[item_id] = item
return item
“`
- Get an Item:
python
@app.get("/items/{item_id}")
async def read_item(item_id: int):
return items.get(item_id)
Performance Considerations
Django Rest Framework
DRF is inherently synchronous and carries the overhead of Django, which might not be suitable for high-concurrency, real-time applications. However, it excels in rapid development and has robust features for authentication, permissions, and serialization.
FastAPI
FastAPI is designed for speed. Its asynchronous capabilities, powered by ASGI, make it an excellent choice for applications requiring high concurrency, such as chat applications or APIs with long-lived connections.
Summary
Aspect | Django Rest Framework | FastAPI |
---|---|---|
Development Speed | Fast with built-in admin and features | Fast with auto-generated docs and async I/O |
Scalability | Good for traditional web applications | Excellent for high-concurrency applications |
Use Case | Suitable for complex, database-driven apps | Ideal for microservices, real-time applications |
Flexibility | Extensive customization options | Modern, flexible with type hints |
Both Django Rest Framework and FastAPI have their strengths and are suited to different types of projects. DRF is a better fit for projects that require a robust infrastructure with extensive database interactions and built-in features, while FastAPI is ideal for developing lightweight, high-performance applications with a modern codebase.
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