Chapter 15: Web Development with Python

Web development is one of the most popular applications of Python. Frameworks like Flask and Django make it easy to build robust web applications and APIs. This chapter provides an overview of these frameworks and introduces key concepts for web development.

Flask: A Lightweight Web Framework

Flask is a microframework that provides the essentials for building web applications without additional overhead.

Installing Flask

pip install flask

Creating a Basic Flask App

from flask import Flask

app = Flask(__name__)

@app.route("/")
def home():
    return "Hello, Flask!"

if __name__ == "__main__":
    app.run(debug=True)

@app.route("/"): Defines the URL path for the route.
app.run(debug=True): Runs the development server with debugging enabled.

Handling Routes and Parameters

@app.route("/greet/<name>")
def greet(name):
    return f"Hello, {name}!"

Django: A Full-Featured Web Framework

Django is a high-level framework that includes built-in support for databases, authentication, and more.

Installing Django

pip install django

Creating a Django Project

Start a project:
```
django-admin startproject myproject
```
Navigate to the project directory and run the server:
```
cd myproject
python manage.py runserver
```

Creating a Django App

Create an app:
```
python manage.py startapp myapp
```
Register the app in INSTALLED_APPS (in settings.py):
```
INSTALLED_APPS = [
    'myapp',
]
```

Define a view in myapp/views.py:

from django.http import HttpResponse

def home(request):
    return HttpResponse("Hello, Django!")

Map the view to a URL in myapp/urls.py:

from django.urls import path
from . import views

urlpatterns = [
    path('', views.home, name='home'),
]

Include the app's URL configuration in myproject/urls.py:

from django.urls import include, path

urlpatterns = [
    path('', include('myapp.urls')),
]

Building REST APIs

REST (Representational State Transfer) APIs allow communication between client and server applications.

Flask API Example

from flask import Flask, jsonify, request

app = Flask(__name__)

data = ["item1", "item2", "item3"]

@app.route("/api/items", methods=["GET"])
def get_items():
    return jsonify(data)

@app.route("/api/items", methods=["POST"])
def add_item():
    new_item = request.json.get("item")
    data.append(new_item)
    return jsonify({"message": "Item added", "items": data})

if __name__ == "__main__":
    app.run(debug=True)

Django API Example with Django REST Framework

Install Django REST Framework:
```
pip install djangorestframework
```

Add it to INSTALLED_APPS:

INSTALLED_APPS = [
    'rest_framework',
]

Define a serializer in myapp/serializers.py:

from rest_framework import serializers

class ItemSerializer(serializers.Serializer):
    name = serializers.CharField(max_length=100)

Define a view in myapp/views.py:

from rest_framework.response import Response
from rest_framework.views import APIView

class ItemView(APIView):
    def get(self, request):
        return Response(["item1", "item2", "item3"])

    def post(self, request):
        return Response({"message": "Item added", "item": request.data})

Add a URL mapping in myapp/urls.py:

from django.urls import path
from .views import ItemView

urlpatterns = [
    path('api/items/', ItemView.as_view(), name='item-list'),
]

Templates in Flask and Django

Both frameworks support templates for rendering HTML dynamically.

Flask Template Example

from flask import Flask, render_template

app = Flask(__name__)

@app.route("/")
def home():
    return render_template("home.html", title="Welcome")

templates/home.html:

<!DOCTYPE html>
<html>
<head>
    <title>{{ title }}</title>
</head>
<body>
    <h1>Welcome to Flask!</h1>
</body>
</html>

Django Template Example

Create a template in myapp/templates/myapp/home.html:

<!DOCTYPE html>
<html>
<head>
    <title>{{ title }}</title>
</head>
<body>
    <h1>Welcome to Django!</h1>
</body>
</html>

Update the view in myapp/views.py:

from django.shortcuts import render

def home(request):
    return render(request, 'myapp/home.html', {"title": "Welcome"})

Exercises

Exercise 1:

Create a Flask application with routes for displaying a list of items and adding a new item.

Solution:

from flask import Flask, jsonify, request

app = Flask(__name__)
data = []

@app.route("/items", methods=["GET"])
def get_items():
    return jsonify(data)

@app.route("/items", methods=["POST"])
def add_item():
    item = request.json.get("item")
    data.append(item)
    return jsonify({"message": "Item added", "items": data})

if __name__ == "__main__":
    app.run(debug=True)

Exercise 2:

Create a Django project and app to display a "Hello, World!" message on the homepage.

Solution:

Create a Django project and app (helloapp).

Define a view in helloapp/views.py:

from django.http import HttpResponse

def home(request):
    return HttpResponse("Hello, World!")

Map the view in helloapp/urls.py and include it in the project URL configuration.

Best Practices

Use virtual environments to isolate project dependencies.
Keep your code organized using the MVC (Model-View-Controller) pattern.
Secure your web applications with proper input validation and error handling.
Use environment variables for sensitive data like API keys and database credentials.
Follow REST principles when designing APIs.

In the next chapter, we will explore data science and machine learning with Python, including libraries like numpy, pandas, and scikit-learn.

PreviousChapter 14: Testing and Debugging NextChapter 16: Data Science and Machine Learning with Python

Last updated 5 months ago

from flask import Flask, jsonify, request app = Flask(__name__) data = ["item1", "item2", "item3"] @app.route("/api/items", methods=["GET"]) def get_items(): return jsonify(data) @app.route("/api/items", methods=["POST"]) def add_item(): new_item = request.json.get("item") data.append(new_item) return jsonify({"message": "Item added", "items": data}) if __name__ == "__main__": app.run(debug=True)

from rest_framework.response import Response from rest_framework.views import APIView class ItemView(APIView): def get(self, request): return Response(["item1", "item2", "item3"]) def post(self, request): return Response({"message": "Item added", "item": request.data})

from flask import Flask, jsonify, request app = Flask(__name__) data = [] @app.route("/items", methods=["GET"]) def get_items(): return jsonify(data) @app.route("/items", methods=["POST"]) def add_item(): item = request.json.get("item") data.append(item) return jsonify({"message": "Item added", "items": data}) if __name__ == "__main__": app.run(debug=True)