sqlalchemy/test/mapper.py

from testbase import PersistTest, AssertMixin
import testbase
import unittest, sys, os
from sqlalchemy import *


from tables import *
import tables

user_result = [{'user_id' : 7}, {'user_id' : 8}, {'user_id' : 9}]
user_address_result = [
{'user_id' : 7, 'addresses' : (Address, [{'address_id' : 1}])},
{'user_id' : 8, 'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}])},
{'user_id' : 9, 'addresses' : (Address, [])}
]
user_address_orders_result = [{'user_id' : 7, 
    'addresses' : (Address, [{'address_id' : 1}]),
    'orders' : (Order, [{'order_id' : 1}, {'order_id' : 3},{'order_id' : 5},])
},

{'user_id' : 8, 
    'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}]),
    'orders' : (Order, [])
},
{'user_id' : 9, 
    'addresses' : (Address, []),
    'orders' : (Order, [{'order_id' : 2},{'order_id' : 4}])
}]

user_all_result = [
{'user_id' : 7, 
    'addresses' : (Address, [{'address_id' : 1}]),
    'orders' : (Order, [
        {'order_id' : 1, 'items': (Item, [])}, 
        {'order_id' : 3, 'items': (Item, [{'item_id':3, 'item_name':'item 3'}, {'item_id':4, 'item_name':'item 4'}, {'item_id':5, 'item_name':'item 5'}])},
        {'order_id' : 5, 'items': (Item, [])},
        ])
},
{'user_id' : 8, 
    'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}]),
    'orders' : (Order, [])
},
{'user_id' : 9, 
    'addresses' : (Address, []),
    'orders' : (Order, [
        {'order_id' : 2, 'items': (Item, [{'item_id':1, 'item_name':'item 1'}, {'item_id':2, 'item_name':'item 2'}])},
        {'order_id' : 4, 'items': (Item, [])}
    ])
}]

item_keyword_result = [
{'item_id' : 1, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 4}, {'keyword_id' : 6}])},
{'item_id' : 2, 'keywords' : (Keyword, [{'keyword_id' : 2, 'name':'red'}, {'keyword_id' : 5, 'name':'small'}, {'keyword_id' : 7, 'name':'square'}])},
{'item_id' : 3, 'keywords' : (Keyword, [{'keyword_id' : 3,'name':'green'}, {'keyword_id' : 4,'name':'big'}, {'keyword_id' : 6,'name':'round'}])},
{'item_id' : 4, 'keywords' : (Keyword, [])},
{'item_id' : 5, 'keywords' : (Keyword, [])}
]


class MapperSuperTest(AssertMixin):
    def setUpAll(self):
        db.echo = False
        tables.create()
        tables.data()
        db.echo = testbase.echo
    def tearDownAll(self):
        db.echo = False
        tables.drop()
        db.echo = testbase.echo
    def setUp(self):
        objectstore.clear()
        clear_mappers()

    
class MapperTest(MapperSuperTest):
    def testget(self):
        m = mapper(User, users)
        self.assert_(m.get(19) is None)
        u = m.get(7)
        u2 = m.get(7)
        self.assert_(u is u2)
        objectstore.clear()
        u2 = m.get(7)
        self.assert_(u is not u2)

    def testmagic(self):
        m = mapper(User, users, properties = {
            'addresses' : relation(Address, addresses)
        })
        l = m.select_by(user_name='fred')
        self.assert_result(l, User, *[{'user_id':9}])
        u = l[0]
        
        u2 = m.get_by_user_name('fred')
        self.assert_(u is u2)
        
        l = m.select_by(email_address='ed@bettyboop.com')
        self.assert_result(l, User, *[{'user_id':8}])

    def testload(self):
        """tests loading rows with a mapper and producing object instances"""
        m = mapper(User, users)
        l = m.select()
        self.assert_result(l, User, *user_result)
        l = m.select(users.c.user_name.endswith('ed'))
        self.assert_result(l, User, *user_result[1:3])

    def testorderby(self):
        # TODO: make a unit test out of these various combinations
#        m = mapper(User, users, order_by=desc(users.c.user_name))
        m = mapper(User, users, order_by=None)
#        m = mapper(User, users)
        
#        l = m.select(order_by=[desc(users.c.user_name), asc(users.c.user_id)])
        l = m.select()
#        l = m.select(order_by=[])
#        l = m.select(order_by=None)
        
    def testmultitable(self):
        usersaddresses = sql.join(users, addresses, users.c.user_id == addresses.c.user_id)
        m = mapper(User, usersaddresses, primarytable = users, primary_key=[users.c.user_id])
        l = m.select()
        self.assert_result(l, User, *user_result[0:2])

    def testeageroptions(self):
        """tests that a lazy relation can be upgraded to an eager relation via the options method"""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = True)
        ))
#        l = m.select()
        l = m.options(eagerload('addresses')).select()

        def go():
            self.assert_result(l, User, *user_address_result)
        self.assert_sql_count(db, go, 0)

    def testlazyoptions(self):
        """tests that an eager relation can be upgraded to a lazy relation via the options method"""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False)
        ))
        l = m.options(lazyload('addresses')).select()
        def go():
            self.assert_result(l, User, *user_address_result)
        self.assert_sql_count(db, go, 3)

    def testdeepoptions(self):
        m = mapper(User, users,
            properties = {
                'orders': relation(Order, orders, properties = {
                    'items' : relation(Item, orderitems, properties = {
                        'keywords' : relation(Keyword, keywords, itemkeywords)
                    })
                })
            })
            
        m2 = m.options(eagerload('orders.items.keywords'))
        u = m.select()
        def go():
            print u[0].orders[1].items[0].keywords[1]
        self.assert_sql_count(db, go, 3)
        objectstore.clear()
        u = m2.select()
        self.assert_sql_count(db, go, 2)
        
class PropertyTest(MapperSuperTest):
    def testbasic(self):
        """tests that you can create mappers inline with class definitions"""
        class _Address(object):
            mapper = assignmapper(addresses)
            
        class _User(object):
            mapper = assignmapper(users, properties = dict(
                addresses = relation(_Address.mapper, lazy = False)
            ), is_primary = True)
        
        l = _User.mapper.select(_User.c.user_name == 'fred')
        self.echo(repr(l))
        

    def testinherits(self):
        class _Order(object):
            mapper = assignmapper(orders)
            
        class _User(object):
            mapper = assignmapper(users, properties = dict(
                orders = relation(_Order.mapper, lazy = False)
            ))

        class AddressUser(_User):
            mapper = assignmapper(addresses, inherits = _User.mapper, inherit_condition=_User.c.user_id==addresses.c.user_id)
            
        l = AddressUser.mapper.select()
        
        jack = l[0]
        jack.email_address = 'jack@gmail.com'
        objectstore.commit()
        
        self.echo(repr(AddressUser.mapper.select(AddressUser.c.user_name == 'jack')))

class DeferredTest(MapperSuperTest):

    def testbasic(self):
        """tests a basic "deferred" load"""
        
        m = mapper(Order, orders, properties={
            'description':deferred(orders.c.description)
        })
        
        o = Order()
        self.assert_(o.description is None)
        
        def go():
            l = m.select()
            o2 = l[2]
            print o2.description

        self.assert_sql(db, go, [
            ("SELECT orders.order_id AS orders_order_id, orders.user_id AS orders_user_id, orders.isopen AS orders_isopen FROM orders ORDER BY orders.oid", {}),
            ("SELECT orders.description FROM orders WHERE orders.order_id = :orders_order_id", {'orders_order_id':3})
        ])
        
    def testgroup(self):
        """tests deferred load with a group"""
        
        m = mapper(Order, orders, properties = {
            'userident':deferred(orders.c.user_id, group='primary'),
            'description':deferred(orders.c.description, group='primary'),
            'opened':deferred(orders.c.isopen, group='primary')
        })

        def go():
            l = m.select()
            o2 = l[2]
            print o2.opened, o2.description, o2.userident
        self.assert_sql(db, go, [
            ("SELECT orders.order_id AS orders_order_id FROM orders ORDER BY orders.oid", {}),
            ("SELECT orders.user_id, orders.description, orders.isopen FROM orders WHERE orders.order_id = :orders_order_id", {'orders_order_id':3})
        ])
        
class LazyTest(MapperSuperTest):

    def testbasic(self):
        """tests a basic one-to-many lazy load"""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = True)
        ))
        l = m.select(users.c.user_id == 7)
        self.assert_result(l, User,
            {'user_id' : 7, 'addresses' : (Address, [{'address_id' : 1}])},
            )

    def testorderby(self):
        m = mapper(Address, addresses)

        m = mapper(User, users, properties = dict(
            addresses = relation(m, lazy = True, order_by=addresses.c.email_address),
        ))
        l = m.select()

        self.assert_result(l, User,
            {'user_id' : 7, 'addresses' : (Address, [{'email_address' : 'jack@bean.com'}])},
            {'user_id' : 8, 'addresses' : (Address, [{'email_address':'ed@bettyboop.com'}, {'email_address':'ed@lala.com'}, {'email_address':'ed@wood.com'}])},
            {'user_id' : 9, 'addresses' : (Address, [])}
            )

    def testorderby_desc(self):
        m = mapper(Address, addresses)

        m = mapper(User, users, properties = dict(
            addresses = relation(m, lazy = True, order_by=[desc(addresses.c.email_address)]),
        ))
        l = m.select()

        self.assert_result(l, User,
            {'user_id' : 7, 'addresses' : (Address, [{'email_address' : 'jack@bean.com'}])},
            {'user_id' : 8, 'addresses' : (Address, [{'email_address':'ed@wood.com'}, {'email_address':'ed@lala.com'}, {'email_address':'ed@bettyboop.com'}])},
            {'user_id' : 9, 'addresses' : (Address, [])},
            )

    def testlimit(self):
        ordermapper = mapper(Order, orders, properties = dict(
                items = relation(Item, orderitems, lazy = True)
            ))

        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = True),
            orders = relation(ordermapper, primaryjoin = users.c.user_id==orders.c.user_id, lazy = True),
        ))
        l = m.select(limit=2, offset=1)
        self.assert_result(l, User, *user_all_result[1:3])
        # use a union all to get a lot of rows to join against
        u2 = users.alias('u2')
        s = union_all(u2.select(use_labels=True), u2.select(use_labels=True), u2.select(use_labels=True)).alias('u')
        l = m.select(s.c.u2_user_id==User.c.user_id, distinct=True)
        self.assert_result(l, User, *user_all_result)
        
        objectstore.clear()
        m = mapper(Item, orderitems, is_primary=True, properties = dict(
                keywords = relation(Keyword, keywords, itemkeywords, lazy = True),
            ))
        l = m.select((Item.c.item_name=='item 2') | (Item.c.item_name=='item 5') | (Item.c.item_name=='item 3'), order_by=[Item.c.item_id], limit=2)        
        self.assert_result(l, Item, *[item_keyword_result[1], item_keyword_result[2]])

    def testonetoone(self):
        m = mapper(User, users, properties = dict(
            address = relation(Address, addresses, lazy = True, uselist = False)
        ))
        l = m.select(users.c.user_id == 7)
        self.echo(repr(l))
        self.echo(repr(l[0].address))

    def testbackwardsonetoone(self):
        m = mapper(Address, addresses, properties = dict(
            user = relation(User, users, properties = {'id':users.c.user_id}, lazy = True)
        ))
        l = m.select(addresses.c.address_id == 1)
        self.echo(repr(l))
        print repr(l[0].__dict__)
        self.echo(repr(l[0].user))
        self.assert_(l[0].user is not None)


    def testdouble(self):
        """tests lazy loading with two relations simulatneously, from the same table, using aliases.  """
        openorders = alias(orders, 'openorders')
        closedorders = alias(orders, 'closedorders')
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False),
            open_orders = relation(Order, openorders, primaryjoin = and_(openorders.c.isopen == 1, users.c.user_id==openorders.c.user_id), lazy = True),
            closed_orders = relation(Order, closedorders, primaryjoin = and_(closedorders.c.isopen == 0, users.c.user_id==closedorders.c.user_id), lazy = True)
        ))
        l = m.select()
        self.assert_result(l, User,
            {'user_id' : 7, 
                'addresses' : (Address, [{'address_id' : 1}]),
                'open_orders' : (Order, [{'order_id' : 3}]),
                'closed_orders' : (Order, [{'order_id' : 1},{'order_id' : 5},])
            },
            {'user_id' : 8, 
                'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}]),
                'open_orders' : (Order, []),
                'closed_orders' : (Order, [])
            },
            {'user_id' : 9, 
                'addresses' : (Address, []),
                'open_orders' : (Order, [{'order_id' : 4}]),
                'closed_orders' : (Order, [{'order_id' : 2}])
            }
            )

    def testmanytomany(self):
        """tests a many-to-many lazy load"""
        items = orderitems

        Item.mapper = assignmapper('items', engine = items.engine, properties = dict(
                keywords = relation(Keyword, keywords, itemkeywords, lazy = True),
            ))
        l = Item.mapper.select()
        self.assert_result(l, Item, 
            {'item_id' : 1, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 4}, {'keyword_id' : 6}])},
            {'item_id' : 2, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 5}, {'keyword_id' : 7}])},
            {'item_id' : 3, 'keywords' : (Keyword, [{'keyword_id' : 3}, {'keyword_id' : 4}, {'keyword_id' : 6}])},
            {'item_id' : 4, 'keywords' : (Keyword, [])},
            {'item_id' : 5, 'keywords' : (Keyword, [])}
        )
        l = Item.mapper.select(and_(keywords.c.name == 'red', keywords.c.keyword_id == itemkeywords.c.keyword_id, Item.c.item_id==itemkeywords.c.item_id))
        self.assert_result(l, Item, 
            {'item_id' : 1, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 4}, {'keyword_id' : 6}])},
            {'item_id' : 2, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 5}, {'keyword_id' : 7}])},
        )

class EagerTest(MapperSuperTest):
    def testbasic(self):
        """tests a basic one-to-many eager load"""
        
        m = mapper(Address, addresses)
        
        m = mapper(User, users, properties = dict(
            addresses = relation(m, lazy = False),
        ))
        l = m.select()
        self.assert_result(l, User, *user_address_result)
        
    def testorderby(self):
        m = mapper(Address, addresses)
        
        m = mapper(User, users, properties = dict(
            addresses = relation(m, lazy = False, order_by=addresses.c.email_address),
        ))
        l = m.select()
        self.assert_result(l, User,
            {'user_id' : 7, 'addresses' : (Address, [{'email_address' : 'jack@bean.com'}])},
            {'user_id' : 8, 'addresses' : (Address, [{'email_address':'ed@bettyboop.com'}, {'email_address':'ed@lala.com'}, {'email_address':'ed@wood.com'}])},
            {'user_id' : 9, 'addresses' : (Address, [])}
            )

    def testorderby_desc(self):
        m = mapper(Address, addresses)

        m = mapper(User, users, properties = dict(
            addresses = relation(m, lazy = False, order_by=[desc(addresses.c.email_address)]),
        ))
        l = m.select()

        self.assert_result(l, User,
            {'user_id' : 7, 'addresses' : (Address, [{'email_address' : 'jack@bean.com'}])},
            {'user_id' : 8, 'addresses' : (Address, [{'email_address':'ed@wood.com'},{'email_address':'ed@lala.com'},  {'email_address':'ed@bettyboop.com'}, ])},
            {'user_id' : 9, 'addresses' : (Address, [])},
            )
    
    def testlimit(self):
        ordermapper = mapper(Order, orders, properties = dict(
                items = relation(Item, orderitems, lazy = False)
            ))

        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False),
            orders = relation(ordermapper, primaryjoin = users.c.user_id==orders.c.user_id, lazy = False),
        ))
        l = m.select(limit=2, offset=1)
        self.assert_result(l, User, *user_all_result[1:3])
        # this is an involved 3x union of the users table to get a lot of rows.
        # then see if the "distinct" works its way out.  you actually get the same
        # result with or without the distinct, just via less or more rows.
        u2 = users.alias('u2')
        s = union_all(u2.select(use_labels=True), u2.select(use_labels=True), u2.select(use_labels=True)).alias('u')
        l = m.select(s.c.u2_user_id==User.c.user_id, distinct=True)
        self.assert_result(l, User, *user_all_result)
        objectstore.clear()
        m = mapper(Item, orderitems, is_primary=True, properties = dict(
                keywords = relation(Keyword, keywords, itemkeywords, lazy = False),
            ))
        l = m.select((Item.c.item_name=='item 2') | (Item.c.item_name=='item 5') | (Item.c.item_name=='item 3'), order_by=[Item.c.item_id], limit=2)        
        self.assert_result(l, Item, *[item_keyword_result[1], item_keyword_result[2]])
        
        
        
    def testonetoone(self):
        m = mapper(User, users, properties = dict(
            address = relation(Address, addresses, lazy = False, uselist = False)
        ))
        l = m.select(users.c.user_id == 7)
        self.assert_result(l, User,
            {'user_id' : 7, 'address' : (Address, {'address_id' : 1, 'email_address': 'jack@bean.com'})},
            )

    def testbackwardsonetoone(self):
        m = mapper(Address, addresses, properties = dict(
            user = relation(User, users, lazy = False)
        ))
        self.echo(repr(m.props['user'].uselist))
        l = m.select(addresses.c.address_id == 1)
        self.assert_result(l, Address, 
            {'address_id' : 1, 'email_address' : 'jack@bean.com', 
                'user' : (User, {'user_id' : 7, 'user_name' : 'jack'}) 
            },
        )

    def testwithrepeat(self):
        """tests a one-to-many eager load where we also query on joined criterion, where the joined
        criterion is using the same tables that are used within the eager load.  the mapper must insure that the 
        criterion doesnt interfere with the eager load criterion."""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, primaryjoin = users.c.user_id==addresses.c.user_id, lazy = False)
        ))
        l = m.select(and_(addresses.c.email_address == 'ed@lala.com', addresses.c.user_id==users.c.user_id))
        self.assert_result(l, User,
            {'user_id' : 8, 'addresses' : (Address, [{'address_id' : 2, 'email_address':'ed@wood.com'}, {'address_id':3, 'email_address':'ed@bettyboop.com'}, {'address_id':4, 'email_address':'ed@lala.com'}])},
        )
        

    def testcompile(self):
        """tests deferred operation of a pre-compiled mapper statement"""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False)
        ))
        s = m.compile(and_(addresses.c.email_address == bindparam('emailad'), addresses.c.user_id==users.c.user_id))
        c = s.compile()
        self.echo("\n" + str(c) + repr(c.get_params()))
        
        l = m.instances(s.execute(emailad = 'jack@bean.com'))
        self.echo(repr(l))
        
    def testmulti(self):
        """tests eager loading with two relations simultaneously"""
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, primaryjoin = users.c.user_id==addresses.c.user_id, lazy = False),
            orders = relation(Order, orders, lazy = False),
        ))
        l = m.select()
        self.assert_result(l, User,
            {'user_id' : 7, 
                'addresses' : (Address, [{'address_id' : 1}]),
                'orders' : (Order, [{'order_id' : 1}, {'order_id' : 3},{'order_id' : 5},])
            },
            {'user_id' : 8, 
                'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}]),
                'orders' : (Order, [])
            },
            {'user_id' : 9, 
                'addresses' : (Address, []),
                'orders' : (Order, [{'order_id' : 2},{'order_id' : 4}])
            }
            )

    def testdouble(self):
        """tests eager loading with two relations simulatneously, from the same table.  """
        openorders = alias(orders, 'openorders')
        closedorders = alias(orders, 'closedorders')
        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False),
            open_orders = relation(Order, openorders, primaryjoin = and_(openorders.c.isopen == 1, users.c.user_id==openorders.c.user_id), lazy = False),
            closed_orders = relation(Order, closedorders, primaryjoin = and_(closedorders.c.isopen == 0, users.c.user_id==closedorders.c.user_id), lazy = False)
        ))
        l = m.select()
        self.assert_result(l, User,
            {'user_id' : 7, 
                'addresses' : (Address, [{'address_id' : 1}]),
                'open_orders' : (Order, [{'order_id' : 3}]),
                'closed_orders' : (Order, [{'order_id' : 1},{'order_id' : 5},])
            },
            {'user_id' : 8, 
                'addresses' : (Address, [{'address_id' : 2}, {'address_id' : 3}, {'address_id' : 4}]),
                'open_orders' : (Order, []),
                'closed_orders' : (Order, [])
            },
            {'user_id' : 9, 
                'addresses' : (Address, []),
                'open_orders' : (Order, [{'order_id' : 4}]),
                'closed_orders' : (Order, [{'order_id' : 2}])
            }
            )

    def testnested(self):
        """tests eager loading of a parent item with two types of child items,
        where one of those child items eager loads its own child items."""
        ordermapper = mapper(Order, orders, properties = dict(
                items = relation(Item, orderitems, lazy = False)
            ))

        m = mapper(User, users, properties = dict(
            addresses = relation(Address, addresses, lazy = False),
            orders = relation(ordermapper, primaryjoin = users.c.user_id==orders.c.user_id, lazy = False),
        ))
        l = m.select()
        self.assert_result(l, User, *user_all_result)
    
    def testmanytomany(self):
        items = orderitems
        
        m = mapper(Item, items, properties = dict(
                keywords = relation(Keyword, keywords, itemkeywords, lazy = False),
            ))
        l = m.select()
        self.assert_result(l, Item, *item_keyword_result)
        
#        l = m.select()
        l = m.select(and_(keywords.c.name == 'red', keywords.c.keyword_id == itemkeywords.c.keyword_id, items.c.item_id==itemkeywords.c.item_id))
        self.assert_result(l, Item, 
            {'item_id' : 1, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 4}, {'keyword_id' : 6}])},
            {'item_id' : 2, 'keywords' : (Keyword, [{'keyword_id' : 2}, {'keyword_id' : 5}, {'keyword_id' : 7}])},
        )
    
    def testoneandmany(self):
        """tests eager load for a parent object with a child object that 
        contains a many-to-many relationship to a third object."""
        items = orderitems

        m = mapper(Item, items, 
            properties = dict(
                keywords = relation(Keyword, keywords, itemkeywords, lazy = False),
            ))

        m = mapper(Order, orders, properties = dict(
                items = relation(m, lazy = False)
            ))
        l = m.select("orders.order_id in (1,2,3)")
        self.assert_result(l, Order,
            {'order_id' : 1, 'items': (Item, [])}, 
            {'order_id' : 2, 'items': (Item, [
                {'item_id':1, 'item_name':'item 1', 'keywords': (Keyword, [{'keyword_id':2, 'name':'red'}, {'keyword_id':4, 'name':'big'}, {'keyword_id' : 6, 'name':'round'}])}, 
                {'item_id':2, 'item_name':'item 2','keywords' : (Keyword, [{'keyword_id' : 2, 'name':'red'}, {'keyword_id' : 5, 'name':'small'}, {'keyword_id' : 7, 'name':'square'}])}
               ])},
            {'order_id' : 3, 'items': (Item, [
                {'item_id':3, 'item_name':'item 3', 'keywords' : (Keyword, [{'keyword_id' : 3, 'name':'green'}, {'keyword_id' : 4, 'name':'big'}, {'keyword_id' : 6, 'name':'round'}])}, 
                {'item_id':4, 'item_name':'item 4'}, 
                {'item_id':5, 'item_name':'item 5'}
               ])},
        )
        
        
if __name__ == "__main__":    
    testbase.main()