Querying on multiple tables using google apps engine (Python)
I have three tables, 1-Users, 2-Softwares, 3-UserSoftwares.
if suppose, Users table having 6 user records(say U1,U2,...,U6) and Softwares table having 4 different softwares(say S1,S2,S3,S4) and UserSoftwares stores the references if a user requested for given software only. For example: UserSoftwares(5 records) have only two columns(userid, softwareid) which references others. and the data is:
U1 S1
U2 S2
U2 S3
U3 S3
U4 S1
Now I m expe开发者_如何转开发cting following results:(if current login user is U2):
S1 Disable
S2 Enable
S3 Enable
S4 Disable
Here, 1st column is softwareid or name and 2nd column is status which having only two values(Enable/Disable) based on UserSoftwares table(model). Note status is not a field of any model(table). "My Logic is: 1. loop through each software in softwares model 2. find softwareid with current login userid (U2) in UserSoftwares model: if it found then set status='Enable' if not found then set status='Disable' 3. add this status property to software object. 4. repeat this procedure for all softwares. " What should be the query in python google app engine to achieve above result?
since GAE's datastore is not relational you have to model your many-to-many relationship without using joins. Here are two methods you can adapt easily to your needs.
Working example using link model method (UPDATE #1)
from google.appengine.ext import db
# Defining models
class User(db.Model):
name = db.StringProperty()
class Software(db.Model):
name = db.StringProperty()
description = db.TextProperty()
class UserSoftwares(db.Model):
user = db.ReferenceProperty(User, collection_name='users')
software = db.ReferenceProperty(Software, collection_name='softwares')
# Creating users
u1 = User(name='John Doe')
u2 = User(name='Jane Doe')
# Creating softwares
sw1 = Software(name='Office 2007')
sw2 = Software(name='Google Chrome')
sw3 = Software(name='Notepad ++')
# Batch saving entities
db.put([u1, u2, sw1, sw2, sw3])
"""
Creating relationship between users and softwares;
in this example John Doe's softwares are 'Office 2007' and
'Notepad++' while Jane Doe only uses 'Google Chrome'.
"""
u1_sw1 = UserSoftwares(user=u1, software=sw1)
u1_sw3 = UserSoftwares(user=u1, software=sw3)
u2_sw2 = UserSoftwares(user=u2, software=sw2)
# Batch saving relationships
db.put([u1_sw1, u1_sw3, u2_sw2])
"""
Selects all softwares.
"""
rs1 = Software.all()
# Print results
print ("SELECT * FROM Software")
for sw in rs1:
print sw.name
"""
Selects a software given it's name.
"""
rs2 = Software.all().filter("name =", "Notepad ++")
# Print result
print("""SELECT * FROM Software WHERE name = ?""")
print rs2.get().name
"""
Selects all software used by 'John Smith'.
"""
# Get John Doe's key only, no need to fetch the entire entity
user_key = db.Query(User, keys_only=True).filter("name =", "John Doe").get()
# Get John Doe's software list
rs3 = UserSoftwares.all().filter('user', user_key)
# Print results
print ("John Doe's software:")
for item in rs3:
print item.software.name
"""
Selects all users using the software 'Office 2007'
"""
# Get Google Chrome's key
sw_key = db.Query(Software, keys_only=True).filter("name =", "Google Chrome").get()
# Get Google Chrome's user list
rs4 = UserSoftwares.all().filter('software', sw_key)
# Print results
print ("Google Chrome is currently used by:")
for item in rs4:
print item.user.name
Link model method (recommended)
You can model a many-to-many relationship by representing each table in this way:
from google.appengine.ext import db
class User(db.Model):
name = db.StringProperty()
class Software(db.Model):
name = db.StringProperty()
description = db.TextProperty()
class UserSoftwares(db.Model):
user = db.ReferenceProperty(User, collection_name='users')
software = db.ReferenceProperty(Software, collection_name='softwares')
As you can see it is quite similiar to the relational's way of thinking.
Key list method (alternative)
Relationships can also be modelled as list of keys:
class User(db.Model):
name = db.StringProperty()
softwares = db.ListProperty(db.Key)
class Software(db.Model):
name = db.StringProperty()
description = db.TextProperty()
@property
def users(self):
return User.all().filter('softwares', self.key())
This approach is more suited for a small number of keys since it uses a ListProperty but is faster than than the link model method above.
If your are looking for join
- there is no joins in GAE. BTW, there is pretty easy to make 2 simple queries (Softwares
and UserSoftware
), and calculate all additional data manually
According to the Modeling Entity Relationships Datastore Article, you can model this somewhat like a tradition Many-to-Many relationship in a RDBMS.
from google.appengine.ext import db
class User(db.Model):
name = db.StringProperty()
class Software(db.Model):
name = db.StringProperty()
class UserSoftware(db.Model):
user = db.ReferenceProperty(User, required=True, collection_name='softwares')
software = db.ReferenceProperty(Software, required=True, collection_name='users')
# use the models like so:
alice = User(name='alice')
alice.put()
s1 = Software(name='s1')
s1.put()
us = UserSoftware(user=alice,software=s1)
us.put()
Hope this helps.
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