Files
deb-python-cassandra-driver/tests/integration/cqlengine/model/test_udts.py
2017-05-09 16:06:56 -04:00

592 lines
21 KiB
Python

# Copyright 2013-2017 DataStax, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
try:
import unittest2 as unittest
except ImportError:
import unittest # noqa
from datetime import datetime, date, time
from decimal import Decimal
from mock import Mock
from uuid import UUID, uuid4
from cassandra.cqlengine.models import Model
from cassandra.cqlengine.usertype import UserType, UserTypeDefinitionException
from cassandra.cqlengine import columns, connection
from cassandra.cqlengine.management import sync_table, drop_table, sync_type, create_keyspace_simple, drop_keyspace
from cassandra.cqlengine import ValidationError
from cassandra.util import Date, Time
from tests.integration import PROTOCOL_VERSION
from tests.integration.cqlengine.base import BaseCassEngTestCase
from tests.integration.cqlengine import DEFAULT_KEYSPACE
class User(UserType):
age = columns.Integer()
name = columns.Text()
class UserModel(Model):
id = columns.Integer(primary_key=True)
info = columns.UserDefinedType(User)
class AllDatatypes(UserType):
a = columns.Ascii()
b = columns.BigInt()
c = columns.Blob()
d = columns.Boolean()
e = columns.DateTime()
f = columns.Decimal()
g = columns.Double()
h = columns.Float()
i = columns.Inet()
j = columns.Integer()
k = columns.Text()
l = columns.TimeUUID()
m = columns.UUID()
n = columns.VarInt()
class AllDatatypesModel(Model):
id = columns.Integer(primary_key=True)
data = columns.UserDefinedType(AllDatatypes)
class UserDefinedTypeTests(BaseCassEngTestCase):
def setUp(self):
if PROTOCOL_VERSION < 3:
raise unittest.SkipTest("UDTs require native protocol 3+, currently using: {0}".format(PROTOCOL_VERSION))
def test_can_create_udts(self):
class User(UserType):
age = columns.Integer()
name = columns.Text()
sync_type(DEFAULT_KEYSPACE, User)
user = User(age=42, name="John")
self.assertEqual(42, user.age)
self.assertEqual("John", user.name)
# Add a field
class User(UserType):
age = columns.Integer()
name = columns.Text()
gender = columns.Text()
sync_type(DEFAULT_KEYSPACE, User)
user = User(age=42)
user["name"] = "John"
user["gender"] = "male"
self.assertEqual(42, user.age)
self.assertEqual("John", user.name)
self.assertEqual("male", user.gender)
# Remove a field
class User(UserType):
age = columns.Integer()
name = columns.Text()
sync_type(DEFAULT_KEYSPACE, User)
user = User(age=42, name="John", gender="male")
with self.assertRaises(AttributeError):
user.gender
def test_can_insert_udts(self):
sync_table(UserModel)
self.addCleanup(drop_table, UserModel)
user = User(age=42, name="John")
UserModel.create(id=0, info=user)
self.assertEqual(1, UserModel.objects.count())
john = UserModel.objects.first()
self.assertEqual(0, john.id)
self.assertTrue(type(john.info) is User)
self.assertEqual(42, john.info.age)
self.assertEqual("John", john.info.name)
def test_can_update_udts(self):
sync_table(UserModel)
self.addCleanup(drop_table, UserModel)
user = User(age=42, name="John")
created_user = UserModel.create(id=0, info=user)
john_info = UserModel.objects.first().info
self.assertEqual(42, john_info.age)
self.assertEqual("John", john_info.name)
created_user.info = User(age=22, name="Mary")
created_user.update()
mary_info = UserModel.objects.first().info
self.assertEqual(22, mary_info["age"])
self.assertEqual("Mary", mary_info["name"])
def test_can_update_udts_with_nones(self):
sync_table(UserModel)
self.addCleanup(drop_table, UserModel)
user = User(age=42, name="John")
created_user = UserModel.create(id=0, info=user)
john_info = UserModel.objects.first().info
self.assertEqual(42, john_info.age)
self.assertEqual("John", john_info.name)
created_user.info = None
created_user.update()
john_info = UserModel.objects.first().info
self.assertIsNone(john_info)
def test_can_create_same_udt_different_keyspaces(self):
sync_type(DEFAULT_KEYSPACE, User)
create_keyspace_simple("simplex", 1)
sync_type("simplex", User)
drop_keyspace("simplex")
def test_can_insert_partial_udts(self):
class UserGender(UserType):
age = columns.Integer()
name = columns.Text()
gender = columns.Text()
class UserModelGender(Model):
id = columns.Integer(primary_key=True)
info = columns.UserDefinedType(UserGender)
sync_table(UserModelGender)
self.addCleanup(drop_table, UserModelGender)
user = UserGender(age=42, name="John")
UserModelGender.create(id=0, info=user)
john_info = UserModelGender.objects.first().info
self.assertEqual(42, john_info.age)
self.assertEqual("John", john_info.name)
self.assertIsNone(john_info.gender)
user = UserGender(age=42)
UserModelGender.create(id=0, info=user)
john_info = UserModelGender.objects.first().info
self.assertEqual(42, john_info.age)
self.assertIsNone(john_info.name)
self.assertIsNone(john_info.gender)
def test_can_insert_nested_udts(self):
class Depth_0(UserType):
age = columns.Integer()
name = columns.Text()
class Depth_1(UserType):
value = columns.UserDefinedType(Depth_0)
class Depth_2(UserType):
value = columns.UserDefinedType(Depth_1)
class Depth_3(UserType):
value = columns.UserDefinedType(Depth_2)
class DepthModel(Model):
id = columns.Integer(primary_key=True)
v_0 = columns.UserDefinedType(Depth_0)
v_1 = columns.UserDefinedType(Depth_1)
v_2 = columns.UserDefinedType(Depth_2)
v_3 = columns.UserDefinedType(Depth_3)
sync_table(DepthModel)
self.addCleanup(drop_table, DepthModel)
udts = [Depth_0(age=42, name="John")]
udts.append(Depth_1(value=udts[0]))
udts.append(Depth_2(value=udts[1]))
udts.append(Depth_3(value=udts[2]))
DepthModel.create(id=0, v_0=udts[0], v_1=udts[1], v_2=udts[2], v_3=udts[3])
output = DepthModel.objects.first()
self.assertEqual(udts[0], output.v_0)
self.assertEqual(udts[1], output.v_1)
self.assertEqual(udts[2], output.v_2)
self.assertEqual(udts[3], output.v_3)
def test_can_insert_udts_with_nones(self):
"""
Test for inserting all column types as empty into a UserType as None's
test_can_insert_udts_with_nones tests that each cqlengine column type can be inserted into a UserType as None's.
It first creates a UserType that has each cqlengine column type, and a corresponding table/Model. It then creates
a UserType instance where all the fields are None's and inserts the UserType as an instance of the Model. Finally,
it verifies that each column read from the UserType from Cassandra is None.
@since 2.5.0
@jira_ticket PYTHON-251
@expected_result The UserType is inserted with each column type, and the resulting read yields None's for each column.
@test_category data_types:udt
"""
sync_table(AllDatatypesModel)
self.addCleanup(drop_table, AllDatatypesModel)
input = AllDatatypes(a=None, b=None, c=None, d=None, e=None, f=None, g=None, h=None, i=None, j=None, k=None,
l=None, m=None, n=None)
AllDatatypesModel.create(id=0, data=input)
self.assertEqual(1, AllDatatypesModel.objects.count())
output = AllDatatypesModel.objects.first().data
self.assertEqual(input, output)
def test_can_insert_udts_with_all_datatypes(self):
"""
Test for inserting all column types into a UserType
test_can_insert_udts_with_all_datatypes tests that each cqlengine column type can be inserted into a UserType.
It first creates a UserType that has each cqlengine column type, and a corresponding table/Model. It then creates
a UserType instance where all the fields have corresponding data, and inserts the UserType as an instance of the Model.
Finally, it verifies that each column read from the UserType from Cassandra is the same as the input parameters.
@since 2.5.0
@jira_ticket PYTHON-251
@expected_result The UserType is inserted with each column type, and the resulting read yields proper data for each column.
@test_category data_types:udt
"""
sync_table(AllDatatypesModel)
self.addCleanup(drop_table, AllDatatypesModel)
input = AllDatatypes(a='ascii', b=2 ** 63 - 1, c=bytearray(b'hello world'), d=True,
e=datetime.utcfromtimestamp(872835240), f=Decimal('12.3E+7'), g=2.39,
h=3.4028234663852886e+38, i='123.123.123.123', j=2147483647, k='text',
l=UUID('FE2B4360-28C6-11E2-81C1-0800200C9A66'),
m=UUID('067e6162-3b6f-4ae2-a171-2470b63dff00'), n=int(str(2147483647) + '000'))
AllDatatypesModel.create(id=0, data=input)
self.assertEqual(1, AllDatatypesModel.objects.count())
output = AllDatatypesModel.objects.first().data
for i in range(ord('a'), ord('a') + 14):
self.assertEqual(input[chr(i)], output[chr(i)])
def test_can_insert_udts_protocol_v4_datatypes(self):
"""
Test for inserting all protocol v4 column types into a UserType
test_can_insert_udts_protocol_v4_datatypes tests that each protocol v4 cqlengine column type can be inserted
into a UserType. It first creates a UserType that has each protocol v4 cqlengine column type, and a corresponding
table/Model. It then creates a UserType instance where all the fields have corresponding data, and inserts the
UserType as an instance of the Model. Finally, it verifies that each column read from the UserType from Cassandra
is the same as the input parameters.
@since 2.6.0
@jira_ticket PYTHON-245
@expected_result The UserType is inserted with each protocol v4 column type, and the resulting read yields proper data for each column.
@test_category data_types:udt
"""
if PROTOCOL_VERSION < 4:
raise unittest.SkipTest("Protocol v4 datatypes in UDTs require native protocol 4+, currently using: {0}".format(PROTOCOL_VERSION))
class Allv4Datatypes(UserType):
a = columns.Date()
b = columns.SmallInt()
c = columns.Time()
d = columns.TinyInt()
class Allv4DatatypesModel(Model):
id = columns.Integer(primary_key=True)
data = columns.UserDefinedType(Allv4Datatypes)
sync_table(Allv4DatatypesModel)
self.addCleanup(drop_table, Allv4DatatypesModel)
input = Allv4Datatypes(a=Date(date(1970, 1, 1)), b=32523, c=Time(time(16, 47, 25, 7)), d=123)
Allv4DatatypesModel.create(id=0, data=input)
self.assertEqual(1, Allv4DatatypesModel.objects.count())
output = Allv4DatatypesModel.objects.first().data
for i in range(ord('a'), ord('a') + 3):
self.assertEqual(input[chr(i)], output[chr(i)])
def test_nested_udts_inserts(self):
"""
Test for inserting collections of user types using cql engine.
test_nested_udts_inserts Constructs a model that contains a list of usertypes. It will then attempt to insert
them. The expectation is that no exception is thrown during insert. For sanity sake we also validate that our
input and output values match. This combination of model, and UT produces a syntax error in 2.5.1 due to
improper quoting around the names collection.
@since 2.6.0
@jira_ticket PYTHON-311
@expected_result No syntax exception thrown
@test_category data_types:udt
"""
class Name(UserType):
type_name__ = "header"
name = columns.Text()
value = columns.Text()
class Container(Model):
id = columns.UUID(primary_key=True, default=uuid4)
names = columns.List(columns.UserDefinedType(Name))
# Construct the objects and insert them
names = []
for i in range(0, 10):
names.append(Name(name="name{0}".format(i), value="value{0}".format(i)))
# Create table, insert data
sync_table(Container)
self.addCleanup(drop_table, Container)
Container.create(id=UUID('FE2B4360-28C6-11E2-81C1-0800200C9A66'), names=names)
# Validate input and output matches
self.assertEqual(1, Container.objects.count())
names_output = Container.objects.first().names
self.assertEqual(names_output, names)
def test_udts_with_unicode(self):
"""
Test for inserting models with unicode and udt columns.
test_udts_with_unicode constructs a model with a user defined type. It then attempts to insert that model with
a unicode primary key. It will also attempt to upsert a udt that contains unicode text.
@since 3.0.0
@jira_ticket PYTHON-353
@expected_result No exceptions thrown
@test_category data_types:udt
"""
ascii_name = 'normal name'
unicode_name = u'Fran\u00E7ois'
class UserModelText(Model):
id = columns.Text(primary_key=True)
info = columns.UserDefinedType(User)
sync_table(UserModelText)
self.addCleanup(drop_table, UserModelText)
# Two udt instances one with a unicode one with ascii
user_template_ascii = User(age=25, name=ascii_name)
user_template_unicode = User(age=25, name=unicode_name)
UserModelText.create(id=ascii_name, info=user_template_unicode)
UserModelText.create(id=unicode_name, info=user_template_ascii)
UserModelText.create(id=unicode_name, info=user_template_unicode)
def test_register_default_keyspace(self):
from cassandra.cqlengine import models
from cassandra.cqlengine import connection
# None emulating no model and no default keyspace before connecting
connection.udt_by_keyspace.clear()
User.register_for_keyspace(None)
self.assertEqual(len(connection.udt_by_keyspace), 1)
self.assertIn(None, connection.udt_by_keyspace)
# register should be with default keyspace, not None
cluster = Mock()
connection._register_known_types(cluster)
cluster.register_user_type.assert_called_with(models.DEFAULT_KEYSPACE, User.type_name(), User)
def test_db_field_override(self):
"""
Tests for db_field override
Tests to ensure that udt's in models can specify db_field for a particular field and that it will be honored.
@since 3.1.0
@jira_ticket PYTHON-346
@expected_result The actual cassandra column will use the db_field specified.
@test_category data_types:udt
"""
class db_field_different(UserType):
age = columns.Integer(db_field='a')
name = columns.Text(db_field='n')
class TheModel(Model):
id = columns.Integer(primary_key=True)
info = columns.UserDefinedType(db_field_different)
sync_table(TheModel)
self.addCleanup(drop_table, TheModel)
cluster = connection.get_cluster()
type_meta = cluster.metadata.keyspaces[TheModel._get_keyspace()].user_types[db_field_different.type_name()]
type_fields = (db_field_different.age.column, db_field_different.name.column)
self.assertEqual(len(type_meta.field_names), len(type_fields))
for f in type_fields:
self.assertIn(f.db_field_name, type_meta.field_names)
id = 0
age = 42
name = 'John'
info = db_field_different(age=age, name=name)
TheModel.create(id=id, info=info)
self.assertEqual(1, TheModel.objects.count())
john = TheModel.objects.first()
self.assertEqual(john.id, id)
info = john.info
self.assertIsInstance(info, db_field_different)
self.assertEqual(info.age, age)
self.assertEqual(info.name, name)
# also excercise the db_Field mapping
self.assertEqual(info.a, age)
self.assertEqual(info.n, name)
def test_db_field_overload(self):
"""
Tests for db_field UserTypeDefinitionException
Test so that when we override a model's default field witha db_field that it errors appropriately
@since 3.1.0
@jira_ticket PYTHON-346
@expected_result Setting a db_field to an existing field causes an exception to occur.
@test_category data_types:udt
"""
with self.assertRaises(UserTypeDefinitionException):
class something_silly(UserType):
first_col = columns.Integer()
second_col = columns.Text(db_field='first_col')
with self.assertRaises(UserTypeDefinitionException):
class something_silly_2(UserType):
first_col = columns.Integer(db_field="second_col")
second_col = columns.Text()
def test_set_udt_fields(self):
# PYTHON-502
u = User()
u.age = 20
self.assertEqual(20, u.age)
def test_default_values(self):
"""
Test that default types are set on object creation for UDTs
@since 3.7.0
@jira_ticket PYTHON-606
@expected_result Default values should be set.
@test_category data_types:udt
"""
class NestedUdt(UserType):
test_id = columns.UUID(default=uuid4)
something = columns.Text()
default_text = columns.Text(default="default text")
class OuterModel(Model):
name = columns.Text(primary_key=True)
first_name = columns.Text()
nested = columns.List(columns.UserDefinedType(NestedUdt))
simple = columns.UserDefinedType(NestedUdt)
sync_table(OuterModel)
self.addCleanup(drop_table, OuterModel)
t = OuterModel.create(name='test1')
t.nested = [NestedUdt(something='test')]
t.simple = NestedUdt(something="")
t.save()
self.assertIsNotNone(t.nested[0].test_id)
self.assertEqual(t.nested[0].default_text, "default text")
self.assertIsNotNone(t.simple.test_id)
self.assertEqual(t.simple.default_text, "default text")
def test_udt_validate(self):
"""
Test to verify restrictions are honored and that validate is called
for each member of the UDT when an updated is attempted
@since 3.10
@jira_ticket PYTHON-505
@expected_result a validation error is arisen due to the name being
too long
@test_category data_types:object_mapper
"""
class UserValidate(UserType):
age = columns.Integer()
name = columns.Text(max_length=2)
class UserModelValidate(Model):
id = columns.Integer(primary_key=True)
info = columns.UserDefinedType(UserValidate)
sync_table(UserModelValidate)
self.addCleanup(drop_table, UserModelValidate)
user = UserValidate(age=1, name="Robert")
item = UserModelValidate(id=1, info=user)
with self.assertRaises(ValidationError):
item.save()
def test_udt_validate_with_default(self):
"""
Test to verify restrictions are honored and that validate is called
on the default value
@since 3.10
@jira_ticket PYTHON-505
@expected_result a validation error is arisen due to the name being
too long
@test_category data_types:object_mapper
"""
class UserValidateDefault(UserType):
age = columns.Integer()
name = columns.Text(max_length=2, default="Robert")
class UserModelValidateDefault(Model):
id = columns.Integer(primary_key=True)
info = columns.UserDefinedType(UserValidateDefault)
sync_table(UserModelValidateDefault)
self.addCleanup(drop_table, UserModelValidateDefault)
user = UserValidateDefault(age=1)
item = UserModelValidateDefault(id=1, info=user)
with self.assertRaises(ValidationError):
item.save()