Difference between revisions of "ExampleStore Python"

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Line 1: Line 1:
:''Comments will follow, but the flow is identical to the [[Ruby Bindings for E-Commerce Tutorial]]''
+
:'''Note:''' You will need to change the usernames / passwords in the <tt>ExampleStore</tt> constructor.
 +
 
 +
:''Comments will follow, but the flow is identical to the [[Ruby Bindings for E-Commerce Tutorial]]''.
  
 
<source lang="python">
 
<source lang="python">
Line 65: Line 67:
 
         item = Item(self.database, "customer%s" % customer_id)
 
         item = Item(self.database, "customer%s" % customer_id)
 
         item.link_to("product%s" % product_id)
 
         item.link_to("product%s" % product_id)
 +
        item.save()
  
 
     def related_products(self, product_id):
 
     def related_products(self, product_id):
 
         item = Item(self.database, "product%s" % product_id)
 
         item = Item(self.database, "product%s" % product_id)
         return map(lambda related: related.replace("product", ""),
+
         return [related.replace("product", "") for related in item.related(["product"])]
                  item.related(["product"]))
 
  
 
     def personalized_recommendations(self, customer_id):
 
     def personalized_recommendations(self, customer_id):
 
         item = Item(self.database, "customer%s" % customer_id)
 
         item = Item(self.database, "customer%s" % customer_id)
         return map(lambda related: related.replace("product", ""),
+
         return [related.replace("product", "") for related in item.recommended(["product"])]
                  item.related(["product"]))
 
 
 
 
          
 
          
 
store = ExampleStore()
 
store = ExampleStore()

Latest revision as of 17:01, 28 January 2010

Note: You will need to change the usernames / passwords in the ExampleStore constructor.
Comments will follow, but the flow is identical to the Ruby Bindings for E-Commerce Tutorial.
#!/usr/bin/python

from sqlalchemy import Column, Integer, create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker

from directed_edge import Exporter, Item, Database

Base = declarative_base()

class Customer(Base):
    __tablename__ = "customers"
    id = Column(Integer, primary_key=True)

class Product(Base):
    __tablename__ = "products"
    id = Column(Integer, primary_key=True)

class Purchase(Base):
    __tablename__ = "purchases"
    customer = Column(Integer, primary_key=True)
    product = Column(Integer, primary_key=True)

class ExampleStore(object):
    def __init__(self):
        self.database = Database("examplestore", "password")
        engine = create_engine("mysql://examplestore:password@localhost/examplestore")
        Session = sessionmaker(bind=engine)
        self.session = Session()

    def export_from_mysql(self):
        exporter = Exporter("examplestore.xml")

        for product in self.session.query(Product):
            item = Item(exporter.database, "product%s" % product.id)
            item.add_tag("product")
            exporter.export(item)
            
        for customer in self.session.query(Customer):
            item = Item(exporter.database, "customer%s" % customer.id)
            item.add_tag("customer")
            for purchase in self.session.query(Purchase).filter_by(customer=customer.id):
                item.link_to("product%s" % purchase.product)
            exporter.export(item)

        exporter.finish()

    def import_to_directededge(self):
        self.database.import_from_file("examplestore.xml")

    def create_customer(self, id):
        item = Item(self.database, "customer%s" % id)
        item.add_tag("customer")
        item.save()

    def create_product(self, id):
        item = Item(self.database, "product%s" % id)
        item.add_tag("product")
        item.save()

    def add_purchase(self, customer_id, product_id):
        item = Item(self.database, "customer%s" % customer_id)
        item.link_to("product%s" % product_id)
        item.save()

    def related_products(self, product_id):
        item = Item(self.database, "product%s" % product_id)
        return [related.replace("product", "") for related in item.related(["product"])]

    def personalized_recommendations(self, customer_id):
        item = Item(self.database, "customer%s" % customer_id)
        return [related.replace("product", "") for related in item.recommended(["product"])]
        
store = ExampleStore()
store.export_from_mysql()
store.import_to_directededge()

store.create_customer(1000)
store.create_product(1000)
store.add_purchase(1000, 1000)

print store.related_products(2)
print store.personalized_recommendations(2)