ExampleStore Ruby
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#!/usr/bin/ruby
require 'rubygems'
require 'activerecord'
require 'directed_edge'
ActiveRecord::Base.establish_connection(:adapter => 'mysql',
:host => 'localhost',
:username => 'examplestore',
:password => 'password',
:database => 'examplestore')
class Customer < ActiveRecord::Base
end
class Product < ActiveRecord::Base
end
class Purchase < ActiveRecord::Base
end
class ExampleStore
def initialize
@database = DirectedEdge::Database.new('examplestore', 'password')
end
def export_from_mysql
exporter = DirectedEdge::Exporter.new('examplestore.xml')
Customer.find(:all).each do |customer|
item = DirectedEdge::Item.new(exporter.database, "customer#{customer.id}")
item.add_tag('customer')
purchases = Purchase.find(:all, :conditions => { :customer => customer.id })
purchases.each { |purchase| item.link_to("product#{purchase.product}") }
exporter.export(item)
end
Product.find(:all).each do |product|
item = DirectedEdge::Item.new(exporter.database, "product#{product.id}")
item.add_tag('product')
exporter.export(item)
end
exporter.finish
end
def import_to_directededge
@database.import('examplestore.xml')
end
def create_customer(id)
item = DirectedEdge::Item.new(@database, "customer#{id}")
item.add_tag('customer')
item.save
end
def create_product(id)
item = DirectedEdge::Item.new(@database, "product#{id}")
item.add_tag('product')
item.save
end
def add_purchase(customer_id, product_id)
item = DirectedEdge::Item.new(@database, "customer#{customer_id}")
item.link_to("product#{product_id}")
item.save
end
def related_products(product_id)
item = DirectedEdge::Item.new(@database, "product#{product_id}")
item.related(['product']).map { |product| product.sub('product', '').to_i }
end
def personalized_recommendations(customer_id)
item = DirectedEdge::Item.new(@database, "customer#{customer_id}")
item.recommended(['product']).map { |product| product.sub('product', '').to_i }
end
end
store = ExampleStore.new
store.export_from_mysql
store.import_to_directededge
store.create_customer(500)
store.create_product(2000)
store.add_purchase(500, 2000)
store.related_products(1).each do |product|
puts "Related products for product 1: #{product}"
end
store.personalized_recommendations(1).each do |product|
puts "Personalized recommendations for user 1: #{product}"
end