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@calebmeyer
Created August 8, 2014 16:51
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Pony ORM demo
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{
"metadata": {
"name": "Pony Demo"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from decimal import Decimal\n",
"from pony.orm import *\n",
"\n",
"# hard coded path \n",
"db = Database(\"sqlite\", \"/Users/cm022291/demo.sqlite\", create_db=True)\n",
"\n",
"class Customer(db.Entity):\n",
" id = PrimaryKey(int, auto=True)\n",
" name = Required(unicode)\n",
" email = Required(unicode, unique=True)\n",
" orders = Set(\"Order\")\n",
"\n",
"class Order(db.Entity):\n",
" id = PrimaryKey(int, auto=True)\n",
" total_price = Required(Decimal)\n",
" customer = Required(Customer)\n",
" items = Set(\"OrderItem\")\n",
"\n",
"class Product(db.Entity):\n",
" id = PrimaryKey(int, auto=True)\n",
" name = Required(unicode)\n",
" price = Required(Decimal)\n",
" items = Set(\"OrderItem\")\n",
"\n",
"class OrderItem(db.Entity):\n",
" quantity = Required(int, default=1)\n",
" order = Required(Order)\n",
" product = Required(Product)\n",
" PrimaryKey(order, product)\n",
"\n",
"sql_debug(True)\n",
"db.generate_mapping(create_tables=True)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def populate_database():\n",
" # drop the tables\n",
" db.drop_all_tables(with_all_data=True)\n",
" \n",
" # (re)create all the tables\n",
" db.create_tables()\n",
" \n",
" c1 = Customer(name='John Smith', email='john@example.com')\n",
" c2 = Customer(name='Matthew Reed', email='matthew@example.com')\n",
" c3 = Customer(name='Chuan Qin', email='chuanqin@example.com')\n",
" c4 = Customer(name='Rebecca Lawson', email='rebecca@example.com')\n",
" c5 = Customer(name='Oliver Blakey', email='oliver@example.com')\n",
"\n",
" p1 = Product(name='Kindle Fire HD', price=Decimal('284.00'))\n",
" p2 = Product(name='Apple iPad with Retina Display', price=Decimal('478.50'))\n",
" p3 = Product(name='SanDisk Cruzer 16 GB USB Flash Drive', price=Decimal('9.99'))\n",
" p4 = Product(name='Kingston DataTraveler 16GB USB 2.0', price=Decimal('9.98'))\n",
" p5 = Product(name='Samsung 840 Series 120GB SATA III SSD', price=Decimal('98.95'))\n",
" p6 = Product(name='Crucial m4 256GB SSD SATA 6Gb/s', price=Decimal('188.67'))\n",
"\n",
" o1 = Order(customer=c1, total_price=Decimal('292.00'))\n",
" OrderItem(order=o1, product=p1)\n",
" OrderItem(order=o1, product=p4, quantity=2)\n",
"\n",
" o2 = Order(customer=c1, total_price=Decimal('478.50'))\n",
" OrderItem(order=o2, product=p2)\n",
"\n",
" o3 = Order(customer=c2, total_price=Decimal('680.50'))\n",
" OrderItem(order=o3, product=p2)\n",
" OrderItem(order=o3, product=p4, quantity=2)\n",
" OrderItem(order=o3, product=p6)\n",
"\n",
" o4 = Order(customer=c3, total_price=Decimal('99.80'))\n",
" OrderItem(order=o4, product=p4, quantity=10)\n",
"\n",
" o5 = Order(customer=c4, total_price=Decimal('722.00'))\n",
" OrderItem(order=o5, product=p1)\n",
" OrderItem(order=o5, product=p2)\n",
"\n",
" commit()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"populate_database()\n",
"\n",
"# show me all the customers, I need to bug them with an email\n",
"select(c for c in Customer).show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"id|name |email \n",
"--+--------------+--------------------\n",
"1 |John Smith |john@example.com \n",
"2 |Matthew Reed |matthew@example.com \n",
"3 |Chuan Qin |chuanqin@example.com\n",
"4 |Rebecca Lawson|rebecca@example.com \n",
"5 |Oliver Blakey |oliver@example.com \n"
]
}
],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# show me the inexpensive products, we need to raise those prices\n",
"select(p for p in Product if p.price < Decimal(100)).show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"id|name |price\n",
"--+-------------------------------------+-----\n",
"3 |SanDisk Cruzer 16 GB USB Flash Drive |9.99 \n",
"4 |Kingston DataTraveler 16GB USB 2.0 |9.98 \n",
"5 |Samsung 840 Series 120GB SATA III SSD|98.95\n"
]
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# special today, for customers with R names\n",
"select(c for c in Customer if c.name.startswith('R')).show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"id|name |email \n",
"--+--------------+-------------------\n",
"4 |Rebecca Lawson|rebecca@example.com\n"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# Show me who is buying lots of stuff!\n",
"select(o for o in Order).order_by(desc(Order.total_price)).show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"id|total_price|customer \n",
"--+-----------+-----------\n",
"5 |722.00 |Customer[4]\n",
"3 |680.50 |Customer[2]\n",
"2 |478.50 |Customer[1]\n",
"1 |292.00 |Customer[1]\n",
"4 |99.80 |Customer[3]\n"
]
}
],
"prompt_number": 19
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# Lets make this fun (join some tables)\n",
"select(o for o in Order for c in Customer if o.customer.name == 'John Smith' or o.customer.email == 'rebecca@example.com' ).show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"id|total_price|customer \n",
"--+-----------+-----------\n",
"1 |292.00 |Customer[1]\n",
"2 |478.50 |Customer[1]\n",
"5 |722.00 |Customer[4]\n"
]
}
],
"prompt_number": 27
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# http://ponyorm.com/"
],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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