How to Use Python for Data Analysis
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Learn how to use Flask for Python web development. This tutorial covers setup, routing, templates, databases, & more! Build your first web app now!
Flask is like a set of LEGOs for building websites with Python. It's simple and lets you pick only the pieces you need. Unlike bigger frameworks, Flask gives you the basics and lets you decide how to build your site. This is great for beginners and pros. You get power without the headache. Let's dive in and see how to use Flask for Python web development. I'll show you everything from setting up to launching your site.
Why is Flask so popular? Good question. It has some big advantages:
First, you need to get your computer ready. This means installing Python, setting up a virtual environment, and then installing Flask.
Don't have Python yet? Get it here: https://www.python.org/downloads/. Make sure to check the box that says "Add Python to PATH." This lets you use Python from your command line.
Think of a virtual environment as a bubble for your project. It keeps your project's stuff separate from other projects. No conflicts! Use this command:
python -m venv venv
This makes a folder named "venv." You can name it something else if you want.
Now, step into your bubble. The command depends on your computer:
venv\Scripts\activate
source venv/bin/activate
See that (venv)
at the start of your command line? You're in the bubble!
Time to get Flask. Use this command:
pip install Flask
This grabs Flask and all its friends.
Let's make a simple "Hello, World!" app. This will show you the basic layout of a Flask app.
Make a new file called app.py
. This is where your Flask code will live.
Open app.py
and paste this in:
from flask import Flask app = Flask(name) @app.route('/') def hello_world(): return 'Hello, World!' if name == 'main': app.run(debug=True)
What does it all mean?
from flask import Flask
: Gets the Flask tools.app = Flask(__name__)
: Creates your app.@app.route('/')
: This links the hello_world
function to the main page of your website (/
).def hello_world():
: This is what happens when someone visits the main page. It shows "Hello, World!"if __name__ == '__main__':
: This makes sure the app runs only when you run the file directly.app.run(debug=True)
: Starts the Flask server. debug=True
helps you find errors. Don't use this on a real website!Go to your command line, find your project folder, and run this:
python app.py
You'll see some lines like this:
Serving Flask app 'app' Debug mode: on Running on http://127.0.0.1:5000/ Click Ctrl+C to quit
Open your browser and go to http://127.0.0.1:5000/
. "Hello, World!" should be staring back at you. Congrats!
Routing is how you create different pages on your site. You tell Flask what to do when someone visits a specific address (URL).
Like the "Hello, World!" example, @app.route('/')
links a function to the main URL. You can do this for other pages too:
@app.route('/about') def about(): return 'This is the about page.'
Now, if someone goes to /about
, they'll see "This is the about page."
Want a page that changes based on what the user types in? Use dynamic routes!
@app.route('/user/<username>') def show_user_profile(username): return f'User: {username}'
Here, <username>
is a variable. If someone goes to /user/john
, the page will show "User: john."
You can also specify what kind of data the variable should be:
<int:post_id>
: post_id
must be a number.<float:price>
: price
must be a decimal number.<path:file_path>
: file_path
can have slashes (/).@app.route('/post/<int:post_id>') def show_post(post_id): return f'Post ID: {post_id}'
Just showing plain text is boring. Let's use templates to create fancy HTML pages. Flask uses Jinja2 for this.
Flask looks for templates in a folder called templates
. Create that folder and put an HTML file in it (like index.html
).
Here's an example index.html
file:
<!DOCTYPE html> <html> <head> <title>Flask Example</title> </head> <body> <h1>Hello, {{ name }}!</h1> </body> </html>
{{ name }}
is a placeholder. Flask will replace it with a value.
To show a template, use render_template()
:
from flask import Flask, render_template app = Flask(name) @app.route('/hello/<name>') def hello(name): return render_template('index.html', name=name) if name == 'main': app.run(debug=True)
Now, if someone goes to /hello/john
, the page will say "Hello, john!"
Jinja2 lets you create a base template with common parts (like headers and footers). Other templates can then build on this base. This keeps your site looking consistent.
Create a base template (base.html
):
<!DOCTYPE html> <html> <head> <title>{% block title %}{% endblock %}</title> </head> <body> <nav> <a href="/">Home</a> <a href="/about">About</a> </nav> <div class="content"> {% block content %}{% endblock %} </div> </body> </html>
The {% block ... %}
tags are like placeholders that child templates can fill in.
Create a child template (home.html
):
{% extends 'base.html' %} {% block title %}Home Page{% endblock %} {% block content %} <h1>Welcome to the Home Page!</h1> <p>This is the home page content.</p> {% endblock %}
{% extends 'base.html' %}
tells the template to use base.html
as its base. The {% block ... %}
tags fill in the placeholders.
In your Flask app, render the child template:
from flask import Flask, render_template app = Flask(name) @app.route('/') def home(): return render_template('home.html') if name == 'main': app.run(debug=True)
Forms let users enter information on your website. Flask has ways to handle forms, including using the request
object and Flask-WTF.
request
ObjectThe request
object gives you access to the data that users send to your site (like form data).
Create an HTML form (form.html
):
<!DOCTYPE html> <html> <head> <title>Form Example</title> </head> <body> <form method="POST"> <label for="name">Name:</label> <input type="text" id="name" name="name"><br><br> <input type="submit" value="Submit"> </form> </body> </html>
In your Flask app, handle the form:
from flask import Flask, render_template, request app = Flask(name) @app.route('/form', methods=['GET', 'POST']) def form(): if request.method == 'POST': name = request.form['name'] return f'Hello, {name}!' return render_template('form.html') if name == 'main': app.run(debug=True)
@app.route('/form', methods=['GET', 'POST'])
says that the form
function handles both GET (showing the form) and POST (submitting the form) requests. When the user submits the form, request.form['name']
gets the value they typed in.
Flask-WTF makes form handling easier. It adds features like validation and security.
First, install it:
pip install Flask-WTF
Define a form class:
from flask_wtf import FlaskForm from wtforms import StringField, SubmitField from wtforms.validators import DataRequired class NameForm(FlaskForm): name = StringField('What is your name?', validators=[DataRequired()]) submit = SubmitField('Submit')
In your Flask app, handle the form:
from flask import Flask, render_template, request from flask_wtf import FlaskForm from wtforms import StringField, SubmitField from wtforms.validators import DataRequired app = Flask(name) app.config['SECRET_KEY'] = 'your_secret_key' # Replace with a strong secret key class NameForm(FlaskForm): name = StringField('What is your name?', validators=[DataRequired()]) submit = SubmitField('Submit') @app.route('/form', methods=['GET', 'POST']) def form(): form = NameForm() if form.validate_on_submit(): name = form.name.data return f'Hello, {name}!' return render_template('form.html', form=form) if name == 'main': app.run(debug=True)
Update your form.html
template:
<!DOCTYPE html> <html> <head> <title>Form Example</title> </head> <body> <form method="POST"> {{ form.hidden_tag() }} <label for="name">{{ form.name.label }}:</label> {{ form.name() }}<br><br> {{ form.submit() }} </form> </body> </html>
Remember to replace 'your_secret_key'
with a strong, random key! This keeps your site safe.
Most websites need to save information. Flask can connect to databases like SQLite, MySQL, and PostgreSQL. SQLAlchemy is a popular tool that makes working with databases easier.
Flask-SQLAlchemy makes it simple to use SQLAlchemy with Flask.
First, install it:
pip install Flask-SQLAlchemy
Connect to the database:
from flask import Flask from flask_sqlalchemy import SQLAlchemy app = Flask(name) app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///test.db' # Use an absolute path for production db = SQLAlchemy(app) class User(db.Model): id = db.Column(db.Integer, primary_key=True) username = db.Column(db.String(80), unique=True, nullable=False) email = db.Column(db.String(120), unique=True, nullable=False) def repr(self): return f'<User %r>' % self.username with app.app_context(): db.create_all() if name == 'main': app.run(debug=True)
This code connects to an SQLite database called test.db
. It also defines a User
model with columns for id
, username
, and email
. db.create_all()
creates the tables in the database.
You can add, read, change, and delete data using SQLAlchemy.
from flask import Flask from flask_sqlalchemy import SQLAlchemy app = Flask(name) app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///test.db' db = SQLAlchemy(app) class User(db.Model): id = db.Column(db.Integer, primary_key=True) username = db.Column(db.String(80), unique=True, nullable=False) email = db.Column(db.String(120), unique=True, nullable=False) def repr(self): return f'<User %r>' % self.username with app.app_context(): db.create_all() # Create a new user new_user = User(username='john_doe', email='[email protected]') db.session.add(new_user) db.session.commit() # Query all users users = User.query.all() for user in users: print(user.username, user.email) # Query a user by username user = User.query.filter_by(username='john_doe').first() if user: print(f'Found user: {user.username}') if name == 'main': app.run(debug=True)
This code shows how to create a new user, find all users, and find a user by username. Always use with app.app_context():
when working with the database outside of a request.
Once your Flask app is ready, you need to put it on a web server so people can see it. Here are some options:
The best choice depends on your needs and your skills.
This guide showed you how to use Flask for Python web development. You learned how to set up, create apps, make pages, handle forms, use databases, and deploy your site. With these steps, you can build your own web applications with Flask. Its flexibility and ease of use make it a great choice for beginners and experienced developers. Don't forget to check out the Flask documentation and extensions to learn even more. Happy coding!
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