Flask-sqlalchemy

Why Flask-sqlalchemy

Code Representation of database
Database Agnostic
Write code in python
Integrates with Flask
Automatically syncs
Concepts

ORM
Model
Objects
Query API
Connection String
Example

from flask import Flask
from flask_sqlalchemy import SQLAlchemy

from datetime import datetime, timedelta
from faker import Faker

import random

fake = Faker()

app = Flask(__name__)
app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///db.sqlite3'
app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
db = SQLAlchemy(app)
#db.init_app(app)

class Customer(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    first_name = db.Column(db.String(50), nullable=False)
    last_name = db.Column(db.String(50), nullable=False)
    address = db.Column(db.String(500), nullable=False)
    city = db.Column(db.String(50), nullable=False)
    postcode = db.Column(db.String(50), nullable=False)
    email = db.Column(db.String(50), nullable=False, unique=True)

    orders = db.relationship('Order', backref='customer')

# Association Table (for many to many relationship)
# Multiple primary key means that it is a composite primary key, combination of both keys should be unique
order_product = db.Table('order_product',
    db.Column('order_id', db.Integer, db.ForeignKey('order.id'), primary_key=True),
    db.Column('product_id', db.Integer, db.ForeignKey('product.id'), primary_key=True)
)

class Order(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    order_date = db.Column(db.DateTime, nullable=False, default=datetime.utcnow)
    shipped_date = db.Column(db.DateTime)
    delivered_date = db.Column(db.DateTime)
    coupon_code = db.Column(db.String(50))
    customer_id = db.Column(db.Integer, db.ForeignKey('customer.id'), nullable=False)

    products = db.relationship('Product', secondary=order_product)

class Product(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    name = db.Column(db.String(50), nullable=False, unique=True)
    price = db.Column(db.Integer, nullable=False)

def add_customers():
    for _ in range(100):
        customer = Customer(
            first_name=fake.first_name(),
            last_name=fake.last_name(),
            address=fake.street_address(),
            city=fake.city(),
            postcode=fake.postcode(),
            email=fake.email()
        )
        db.session.add(customer)
    db.session.commit()

def add_orders():
    customers = Customer.query.all()

    for _ in range(1000):
        #choose a random customer
        customer = random.choice(customers)

        ordered_date = fake.date_time_this_year()
        shipped_date = random.choices([None, fake.date_time_between(start_date=ordered_date)], [10, 90])[0]

        #choose either random None or random date for delivered and shipped
        delivered_date = None
        if shipped_date:
            delivered_date = random.choices([None, fake.date_time_between(start_date=shipped_date)], [50, 50])[0]

        #choose either random None or one of three coupon codes
        coupon_code = random.choices([None, '50OFF', 'FREESHIPPING', 'BUYONEGETONE'], [80, 5, 5, 5])[0]

        order = Order(
            customer_id=customer.id,
            order_date=ordered_date,
            shipped_date=shipped_date,
            delivered_date=delivered_date,
            coupon_code=coupon_code
        )

        db.session.add(order)
    db.session.commit()

def add_products():
    for _ in range(10):
        product = Product(
            name=fake.color_name(),
            price=random.randint(10,100)
        )
        db.session.add(product)
    db.session.commit()

def add_order_products():
    orders = Order.query.all()
    products = Product.query.all()

    for order in orders:
        #select random k
        k = random.randint(1, 3)
        # select random products
        purchased_products = random.sample(products, k)
        order.products.extend(purchased_products)

    db.session.commit()

def create_random_data():
    db.create_all()
    add_customers()
    add_orders()
    add_products()
    add_order_products()

def get_orders_by(customer_id=1):
    print('Get Orders by Customer')
    customer_orders = Order.query.filter_by(customer_id=customer_id).all()
    for order in customer_orders:
        print(order.order_date)

def get_pending_orders():
    print('Pending Orders')
    pending_orders = Order.query.filter(Order.shipped_date.is_(None)).order_by(Order.order_date.desc()).all()
    for order in pending_orders:
        print(order.order_date)

def how_many_customers():
    print('How many customers?')
    print(Customer.query.count())

def orders_with_code():
    print('Orders with coupon code')
    orders = Order.query.filter(Order.coupon_code.isnot(None)).filter(Order.coupon_code != 'FREESHIPPING').all()
    for order in orders:
        print(order.coupon_code)

def revenue_in_last_x_days(x_days=30):
    print('Revenue past x days')
    print(db.session
        .query(db.func.sum(Product.price))
        .join(order_product).join(Order)
        .filter(Order.order_date > (datetime.now() - timedelta(days=x_days))
        ).scalar()
    )

def average_fulfillment_time():
    print('Average fulfillment time')
    print(
        db.session.query(
            db.func.time(
                db.func.avg(
                    db.func.strftime('%s', Order.shipped_date) - db.func.strftime('%s', Order.order_date)
                ),
                'unixepoch'
            )
        ).filter(Order.shipped_date.isnot(None)).scalar()
    )

def get_customers_who_have_purchased_x_dollars(amount=500):
    print('All customers who have purchased x dollars')
    customers = db.session.query(Customer).join(Order).join(order_product).join(Product).group_by(Customer).having(db.func.sum(Product.price) > amount).all()
    for customer in customers:
        print(customer.first_name)
Flask-sqlalchemy

Why Flask-sqlalchemy​

Concepts​

Example​

Why Flask-sqlalchemy

Concepts

Example
