home / skills / aj-geddes / useful-ai-prompts / flask-api-development
This skill helps you develop lightweight Flask APIs with modular blueprints, JWT authentication, request validation, and robust error handling for RESTful
npx playbooks add skill aj-geddes/useful-ai-prompts --skill flask-api-developmentReview the files below or copy the command above to add this skill to your agents.
---
name: flask-api-development
description: Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services with Flask.
---
# Flask API Development
## Overview
Create efficient Flask APIs with blueprints for modular organization, SQLAlchemy for ORM, JWT authentication, comprehensive error handling, and proper request validation following REST principles.
## When to Use
- Building RESTful APIs with Flask
- Creating microservices with minimal overhead
- Implementing lightweight authentication systems
- Designing API endpoints with proper validation
- Integrating with relational databases
- Building request/response handling systems
## Instructions
### 1. **Flask Application Setup**
```python
# app.py
from flask import Flask, request, jsonify
from flask_cors import CORS
from flask_sqlalchemy import SQLAlchemy
from flask_jwt_extended import JWTManager
import os
app = Flask(__name__)
app.config['SQLALCHEMY_DATABASE_URI'] = os.getenv('DATABASE_URL', 'sqlite:///app.db')
app.config['JWT_SECRET_KEY'] = os.getenv('JWT_SECRET_KEY', 'dev-secret')
app.config['JSON_SORT_KEYS'] = False
db = SQLAlchemy(app)
jwt = JWTManager(app)
CORS(app)
# Request ID middleware
@app.before_request
def assign_request_id():
import uuid
request.request_id = str(uuid.uuid4())
# Error handlers
@app.errorhandler(400)
def bad_request(error):
return jsonify({
'error': 'Bad Request',
'message': str(error),
'request_id': request.request_id
}), 400
@app.errorhandler(404)
def not_found(error):
return jsonify({
'error': 'Not Found',
'message': 'Resource does not exist',
'request_id': request.request_id
}), 404
@app.errorhandler(500)
def internal_error(error):
db.session.rollback()
return jsonify({
'error': 'Internal Server Error',
'request_id': request.request_id
}), 500
if __name__ == '__main__':
app.run(debug=os.getenv('ENV') != 'production')
```
### 2. **Database Models with SQLAlchemy**
```python
# models.py
from datetime import datetime
from flask_sqlalchemy import SQLAlchemy
from sqlalchemy.dialects.postgresql import UUID
import uuid
db = SQLAlchemy()
class User(db.Model):
__tablename__ = 'users'
id = db.Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
email = db.Column(db.String(255), unique=True, nullable=False, index=True)
password_hash = db.Column(db.String(255), nullable=False)
first_name = db.Column(db.String(100))
last_name = db.Column(db.String(100))
role = db.Column(db.String(20), default='user', index=True)
is_active = db.Column(db.Boolean, default=True)
created_at = db.Column(db.DateTime, default=datetime.utcnow, nullable=False)
updated_at = db.Column(db.DateTime, default=datetime.utcnow, onupdate=datetime.utcnow)
# Relationships
posts = db.relationship('Post', backref='author', lazy='dynamic', cascade='all, delete-orphan')
def __repr__(self):
return f'<User {self.email}>'
def set_password(self, password):
from werkzeug.security import generate_password_hash
self.password_hash = generate_password_hash(password)
def verify_password(self, password):
from werkzeug.security import check_password_hash
return check_password_hash(self.password_hash, password)
def to_dict(self):
return {
'id': str(self.id),
'email': self.email,
'first_name': self.first_name,
'last_name': self.last_name,
'role': self.role,
'created_at': self.created_at.isoformat()
}
class Post(db.Model):
__tablename__ = 'posts'
id = db.Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
title = db.Column(db.String(255), nullable=False, index=True)
content = db.Column(db.Text, nullable=False)
published = db.Column(db.Boolean, default=False)
user_id = db.Column(UUID(as_uuid=True), db.ForeignKey('users.id'), nullable=False)
created_at = db.Column(db.DateTime, default=datetime.utcnow, nullable=False)
updated_at = db.Column(db.DateTime, default=datetime.utcnow, onupdate=datetime.utcnow)
def to_dict(self):
return {
'id': str(self.id),
'title': self.title,
'content': self.content,
'published': self.published,
'author_id': str(self.user_id),
'created_at': self.created_at.isoformat()
}
```
### 3. **Authentication and JWT**
```python
# auth.py
from flask import request, jsonify
from flask_jwt_extended import create_access_token, jwt_required, get_jwt_identity
from functools import wraps
from models import User, db
def authenticate_user(email, password):
user = User.query.filter_by(email=email).first()
if user and user.verify_password(password):
return user
return None
def login_required(f):
@wraps(f)
@jwt_required()
def decorated_function(*args, **kwargs):
identity = get_jwt_identity()
user = User.query.get(identity)
if not user or not user.is_active:
return jsonify({'error': 'User not found or inactive'}), 401
request.current_user = user
return f(*args, **kwargs)
return decorated_function
def admin_required(f):
@wraps(f)
@login_required
def decorated_function(*args, **kwargs):
if request.current_user.role != 'admin':
return jsonify({'error': 'Admin access required'}), 403
return f(*args, **kwargs)
return decorated_function
# routes/auth.py
from flask import Blueprint, request, jsonify
from auth import authenticate_user, login_required
from models import User, db
from flask_jwt_extended import create_access_token
auth_bp = Blueprint('auth', __name__, url_prefix='/api/auth')
@auth_bp.route('/login', methods=['POST'])
def login():
data = request.get_json()
if not data or not data.get('email') or not data.get('password'):
return jsonify({'error': 'Missing credentials'}), 400
user = authenticate_user(data['email'], data['password'])
if not user:
return jsonify({'error': 'Invalid credentials'}), 401
access_token = create_access_token(identity=str(user.id))
return jsonify({
'access_token': access_token,
'user': user.to_dict()
}), 200
@auth_bp.route('/register', methods=['POST'])
def register():
data = request.get_json()
if User.query.filter_by(email=data['email']).first():
return jsonify({'error': 'Email already exists'}), 409
user = User(email=data['email'], first_name=data.get('first_name'))
user.set_password(data['password'])
db.session.add(user)
db.session.commit()
return jsonify({'user': user.to_dict()}), 201
@auth_bp.route('/profile', methods=['GET'])
@login_required
def get_profile():
return jsonify({'user': request.current_user.to_dict()}), 200
```
### 4. **Blueprints for Modular API Design**
```python
# routes/users.py
from flask import Blueprint, request, jsonify
from auth import login_required, admin_required
from models import User, db
from sqlalchemy import or_
users_bp = Blueprint('users', __name__, url_prefix='/api/users')
@users_bp.route('', methods=['GET'])
@login_required
def list_users():
page = request.args.get('page', 1, type=int)
limit = request.args.get('limit', 20, type=int)
search = request.args.get('q', '', type=str)
query = User.query
if search:
query = query.filter(or_(
User.email.ilike(f'%{search}%'),
User.first_name.ilike(f'%{search}%')
))
paginated = query.paginate(page=page, per_page=limit)
return jsonify({
'data': [user.to_dict() for user in paginated.items],
'pagination': {
'page': page,
'limit': limit,
'total': paginated.total,
'pages': paginated.pages
}
}), 200
@users_bp.route('/<user_id>', methods=['GET'])
@login_required
def get_user(user_id):
user = User.query.get(user_id)
if not user:
return jsonify({'error': 'User not found'}), 404
return jsonify({'user': user.to_dict()}), 200
@users_bp.route('/<user_id>', methods=['PATCH'])
@login_required
def update_user(user_id):
if str(request.current_user.id) != user_id:
return jsonify({'error': 'Unauthorized'}), 403
user = User.query.get(user_id)
if not user:
return jsonify({'error': 'User not found'}), 404
data = request.get_json()
if 'first_name' in data:
user.first_name = data['first_name']
if 'last_name' in data:
user.last_name = data['last_name']
db.session.commit()
return jsonify({'user': user.to_dict()}), 200
@users_bp.route('/<user_id>', methods=['DELETE'])
@admin_required
def delete_user(user_id):
user = User.query.get(user_id)
if not user:
return jsonify({'error': 'User not found'}), 404
db.session.delete(user)
db.session.commit()
return '', 204
```
### 5. **Request Validation**
```python
# validators.py
from flask import request, jsonify
from functools import wraps
def validate_json(*required_fields):
def decorator(f):
@wraps(f)
def decorated_function(*args, **kwargs):
if not request.is_json:
return jsonify({'error': 'Request body must be JSON'}), 400
data = request.get_json()
missing = [field for field in required_fields if field not in data]
if missing:
return jsonify({
'error': 'Missing required fields',
'missing_fields': missing
}), 400
return f(*args, **kwargs)
return decorated_function
return decorator
def validate_email(email):
import re
pattern = r'^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$'
return re.match(pattern, email) is not None
# Usage
@users_bp.route('', methods=['POST'])
@validate_json('email', 'password', 'first_name')
def create_user():
data = request.get_json()
if not validate_email(data['email']):
return jsonify({'error': 'Invalid email format'}), 400
# ... rest of logic
```
### 6. **Application Factory and Configuration**
```python
# config.py
import os
class Config:
SQLALCHEMY_TRACK_MODIFICATIONS = False
JSON_SORT_KEYS = False
class DevelopmentConfig(Config):
DEBUG = True
TESTING = False
SQLALCHEMY_DATABASE_URI = 'sqlite:///app.db'
class ProductionConfig(Config):
DEBUG = False
TESTING = False
SQLALCHEMY_DATABASE_URI = os.getenv('DATABASE_URL')
JWT_SECRET_KEY = os.getenv('JWT_SECRET_KEY')
class TestingConfig(Config):
TESTING = True
SQLALCHEMY_DATABASE_URI = 'sqlite:///:memory:'
# factory.py
from flask import Flask
from flask_sqlalchemy import SQLAlchemy
from flask_jwt_extended import JWTManager
def create_app(config_name='development'):
app = Flask(__name__)
if config_name == 'production':
from config import ProductionConfig
app.config.from_object(ProductionConfig)
else:
from config import DevelopmentConfig
app.config.from_object(DevelopmentConfig)
db = SQLAlchemy(app)
jwt = JWTManager(app)
# Register blueprints
from routes.auth import auth_bp
from routes.users import users_bp
app.register_blueprint(auth_bp)
app.register_blueprint(users_bp)
return app
```
## Best Practices
### ✅ DO
- Use blueprints for modular organization
- Implement proper authentication with JWT
- Validate all user input
- Use SQLAlchemy ORM for database operations
- Implement comprehensive error handling
- Use pagination for collection endpoints
- Log errors and important events
- Return appropriate HTTP status codes
- Implement CORS properly
- Use environment variables for configuration
### ❌ DON'T
- Store secrets in code
- Use global variables for shared state
- Ignore database transactions
- Trust user input without validation
- Return stack traces in production
- Use mutable default arguments
- Forget to handle database connection errors
- Implement authentication in route handlers
## Complete Example
```python
from flask import Flask, request, jsonify
from flask_sqlalchemy import SQLAlchemy
from flask_jwt_extended import JWTManager, create_access_token
app = Flask(__name__)
app.config['SQLALCHEMY_DATABASE_URI'] = 'postgresql://user:pass@localhost/db'
db = SQLAlchemy(app)
jwt = JWTManager(app)
class User(db.Model):
id = db.Column(db.Integer, primary_key=True)
email = db.Column(db.String, unique=True)
password = db.Column(db.String)
@app.route('/api/login', methods=['POST'])
def login():
data = request.json
user = User.query.filter_by(email=data['email']).first()
if user:
token = create_access_token(identity=user.id)
return jsonify({'token': token}), 200
return jsonify({'error': 'Invalid'}), 401
@app.route('/api/users', methods=['GET'])
def get_users():
users = User.query.all()
return jsonify([{'id': u.id, 'email': u.email} for u in users]), 200
if __name__ == '__main__':
app.run()
```
This skill helps you develop lightweight, production-ready Flask APIs with modular blueprints, SQLAlchemy models, JWT authentication, and robust error and request handling. It focuses on RESTful patterns, request validation, and configuration via an application factory to support development, testing, and production environments.
The skill provides example patterns and utilities: an application factory for configurable app creation, blueprints for modular routing, SQLAlchemy models and relationships, JWT-based authentication decorators, and request validation decorators. It includes middleware for request IDs, centralized error handlers, pagination examples, and best-practice configuration using environment variables.
How do I protect admin-only routes?
Use a decorator that requires a valid JWT, loads the user, checks the role, and returns 403 when unauthorized.
Where should secrets like JWT keys be stored?
Store secrets in environment variables or a secret manager and load them through configuration classes in the application factory.