File: test_udts.py

package info (click to toggle)
python-cassandra-driver 3.29.2-6
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 5,144 kB
  • sloc: python: 51,532; ansic: 768; makefile: 138; sh: 13
file content (588 lines) | stat: -rw-r--r-- 21,435 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
# Copyright 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.
import unittest

from datetime import datetime, date, time, timezone
from decimal import Decimal
from unittest.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.fromtimestamp(872835240, tz=timezone.utc).replace(tzinfo=None), 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()