summaryrefslogtreecommitdiff
path: root/tests/postgres_tests/test_indexes.py
blob: d063ac64a2d1c4ad6da4d23c3aeaf75d9ea0c1c5 (plain)
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
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
from unittest import mock

from django.contrib.postgres.indexes import (
    BloomIndex,
    BrinIndex,
    BTreeIndex,
    GinIndex,
    GistIndex,
    HashIndex,
    OpClass,
    PostgresIndex,
    SpGistIndex,
)
from django.db import NotSupportedError, connection
from django.db.models import CharField, F, Index, Q
from django.db.models.functions import Cast, Collate, Length, Lower
from django.test import skipUnlessDBFeature
from django.test.utils import register_lookup

from . import PostgreSQLSimpleTestCase, PostgreSQLTestCase
from .fields import SearchVector, SearchVectorField
from .models import CharFieldModel, IntegerArrayModel, Scene, TextFieldModel


class IndexTestMixin:
    def test_name_auto_generation(self):
        index = self.index_class(fields=["field"])
        index.set_name_with_model(CharFieldModel)
        self.assertRegex(
            index.name, r"postgres_te_field_[0-9a-f]{6}_%s" % self.index_class.suffix
        )

    def test_deconstruction_no_customization(self):
        index = self.index_class(
            fields=["title"], name="test_title_%s" % self.index_class.suffix
        )
        path, args, kwargs = index.deconstruct()
        self.assertEqual(
            path, "django.contrib.postgres.indexes.%s" % self.index_class.__name__
        )
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs,
            {"fields": ["title"], "name": "test_title_%s" % self.index_class.suffix},
        )

    def test_deconstruction_with_expressions_no_customization(self):
        name = f"test_title_{self.index_class.suffix}"
        index = self.index_class(Lower("title"), name=name)
        path, args, kwargs = index.deconstruct()
        self.assertEqual(
            path,
            f"django.contrib.postgres.indexes.{self.index_class.__name__}",
        )
        self.assertEqual(args, (Lower("title"),))
        self.assertEqual(kwargs, {"name": name})


class BloomIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = BloomIndex

    def test_suffix(self):
        self.assertEqual(BloomIndex.suffix, "bloom")

    def test_deconstruction(self):
        index = BloomIndex(fields=["title"], name="test_bloom", length=80, columns=[4])
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.BloomIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs,
            {
                "fields": ["title"],
                "name": "test_bloom",
                "length": 80,
                "columns": [4],
            },
        )

    def test_invalid_fields(self):
        msg = "Bloom indexes support a maximum of 32 fields."
        with self.assertRaisesMessage(ValueError, msg):
            BloomIndex(fields=["title"] * 33, name="test_bloom")

    def test_invalid_columns(self):
        msg = "BloomIndex.columns must be a list or tuple."
        with self.assertRaisesMessage(ValueError, msg):
            BloomIndex(fields=["title"], name="test_bloom", columns="x")
        msg = "BloomIndex.columns cannot have more values than fields."
        with self.assertRaisesMessage(ValueError, msg):
            BloomIndex(fields=["title"], name="test_bloom", columns=[4, 3])

    def test_invalid_columns_value(self):
        msg = "BloomIndex.columns must contain integers from 1 to 4095."
        for length in (0, 4096):
            with self.subTest(length), self.assertRaisesMessage(ValueError, msg):
                BloomIndex(fields=["title"], name="test_bloom", columns=[length])

    def test_invalid_length(self):
        msg = "BloomIndex.length must be None or an integer from 1 to 4096."
        for length in (0, 4097):
            with self.subTest(length), self.assertRaisesMessage(ValueError, msg):
                BloomIndex(fields=["title"], name="test_bloom", length=length)


class BrinIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = BrinIndex

    def test_suffix(self):
        self.assertEqual(BrinIndex.suffix, "brin")

    def test_deconstruction(self):
        index = BrinIndex(
            fields=["title"],
            name="test_title_brin",
            autosummarize=True,
            pages_per_range=16,
        )
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.BrinIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs,
            {
                "fields": ["title"],
                "name": "test_title_brin",
                "autosummarize": True,
                "pages_per_range": 16,
            },
        )

    def test_invalid_pages_per_range(self):
        with self.assertRaisesMessage(
            ValueError, "pages_per_range must be None or a positive integer"
        ):
            BrinIndex(fields=["title"], name="test_title_brin", pages_per_range=0)


class BTreeIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = BTreeIndex

    def test_suffix(self):
        self.assertEqual(BTreeIndex.suffix, "btree")

    def test_deconstruction(self):
        index = BTreeIndex(fields=["title"], name="test_title_btree", fillfactor=80)
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.BTreeIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs, {"fields": ["title"], "name": "test_title_btree", "fillfactor": 80}
        )


class GinIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = GinIndex

    def test_suffix(self):
        self.assertEqual(GinIndex.suffix, "gin")

    def test_deconstruction(self):
        index = GinIndex(
            fields=["title"],
            name="test_title_gin",
            fastupdate=True,
            gin_pending_list_limit=128,
        )
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.GinIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs,
            {
                "fields": ["title"],
                "name": "test_title_gin",
                "fastupdate": True,
                "gin_pending_list_limit": 128,
            },
        )


class GistIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = GistIndex

    def test_suffix(self):
        self.assertEqual(GistIndex.suffix, "gist")

    def test_deconstruction(self):
        index = GistIndex(
            fields=["title"], name="test_title_gist", buffering=False, fillfactor=80
        )
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.GistIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs,
            {
                "fields": ["title"],
                "name": "test_title_gist",
                "buffering": False,
                "fillfactor": 80,
            },
        )


class HashIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = HashIndex

    def test_suffix(self):
        self.assertEqual(HashIndex.suffix, "hash")

    def test_deconstruction(self):
        index = HashIndex(fields=["title"], name="test_title_hash", fillfactor=80)
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.HashIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs, {"fields": ["title"], "name": "test_title_hash", "fillfactor": 80}
        )


class SpGistIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
    index_class = SpGistIndex

    def test_suffix(self):
        self.assertEqual(SpGistIndex.suffix, "spgist")

    def test_deconstruction(self):
        index = SpGistIndex(fields=["title"], name="test_title_spgist", fillfactor=80)
        path, args, kwargs = index.deconstruct()
        self.assertEqual(path, "django.contrib.postgres.indexes.SpGistIndex")
        self.assertEqual(args, ())
        self.assertEqual(
            kwargs, {"fields": ["title"], "name": "test_title_spgist", "fillfactor": 80}
        )


class SchemaTests(PostgreSQLTestCase):
    get_opclass_query = """
        SELECT opcname, c.relname FROM pg_opclass AS oc
        JOIN pg_index as i on oc.oid = ANY(i.indclass)
        JOIN pg_class as c on c.oid = i.indexrelid
        WHERE c.relname = %s
    """

    def get_constraints(self, table):
        """
        Get the indexes on the table using a new cursor.
        """
        with connection.cursor() as cursor:
            return connection.introspection.get_constraints(cursor, table)

    def test_gin_index(self):
        # Ensure the table is there and doesn't have an index.
        self.assertNotIn(
            "field", self.get_constraints(IntegerArrayModel._meta.db_table)
        )
        # Add the index
        index_name = "integer_array_model_field_gin"
        index = GinIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(IntegerArrayModel, index)
        constraints = self.get_constraints(IntegerArrayModel._meta.db_table)
        # Check gin index was added
        self.assertEqual(constraints[index_name]["type"], GinIndex.suffix)
        # Drop the index
        with connection.schema_editor() as editor:
            editor.remove_index(IntegerArrayModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(IntegerArrayModel._meta.db_table)
        )

    def test_gin_fastupdate(self):
        index_name = "integer_array_gin_fastupdate"
        index = GinIndex(fields=["field"], name=index_name, fastupdate=False)
        with connection.schema_editor() as editor:
            editor.add_index(IntegerArrayModel, index)
        constraints = self.get_constraints(IntegerArrayModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], "gin")
        self.assertEqual(constraints[index_name]["options"], ["fastupdate=off"])
        with connection.schema_editor() as editor:
            editor.remove_index(IntegerArrayModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(IntegerArrayModel._meta.db_table)
        )

    def test_partial_gin_index(self):
        with register_lookup(CharField, Length):
            index_name = "char_field_gin_partial_idx"
            index = GinIndex(
                fields=["field"], name=index_name, condition=Q(field__length=40)
            )
            with connection.schema_editor() as editor:
                editor.add_index(CharFieldModel, index)
            constraints = self.get_constraints(CharFieldModel._meta.db_table)
            self.assertEqual(constraints[index_name]["type"], "gin")
            with connection.schema_editor() as editor:
                editor.remove_index(CharFieldModel, index)
            self.assertNotIn(
                index_name, self.get_constraints(CharFieldModel._meta.db_table)
            )

    def test_partial_gin_index_with_tablespace(self):
        with register_lookup(CharField, Length):
            index_name = "char_field_gin_partial_idx"
            index = GinIndex(
                fields=["field"],
                name=index_name,
                condition=Q(field__length=40),
                db_tablespace="pg_default",
            )
            with connection.schema_editor() as editor:
                editor.add_index(CharFieldModel, index)
                self.assertIn(
                    'TABLESPACE "pg_default" ',
                    str(index.create_sql(CharFieldModel, editor)),
                )
            constraints = self.get_constraints(CharFieldModel._meta.db_table)
            self.assertEqual(constraints[index_name]["type"], "gin")
            with connection.schema_editor() as editor:
                editor.remove_index(CharFieldModel, index)
            self.assertNotIn(
                index_name, self.get_constraints(CharFieldModel._meta.db_table)
            )

    def test_gin_parameters(self):
        index_name = "integer_array_gin_params"
        index = GinIndex(
            fields=["field"],
            name=index_name,
            fastupdate=True,
            gin_pending_list_limit=64,
            db_tablespace="pg_default",
        )
        with connection.schema_editor() as editor:
            editor.add_index(IntegerArrayModel, index)
            self.assertIn(
                ") WITH (gin_pending_list_limit = 64, fastupdate = on) TABLESPACE",
                str(index.create_sql(IntegerArrayModel, editor)),
            )
        constraints = self.get_constraints(IntegerArrayModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], "gin")
        self.assertEqual(
            constraints[index_name]["options"],
            ["gin_pending_list_limit=64", "fastupdate=on"],
        )
        with connection.schema_editor() as editor:
            editor.remove_index(IntegerArrayModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(IntegerArrayModel._meta.db_table)
        )

    def test_trigram_op_class_gin_index(self):
        index_name = "trigram_op_class_gin"
        index = GinIndex(OpClass(F("scene"), name="gin_trgm_ops"), name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(Scene, index)
        with editor.connection.cursor() as cursor:
            cursor.execute(self.get_opclass_query, [index_name])
            self.assertCountEqual(cursor.fetchall(), [("gin_trgm_ops", index_name)])
        constraints = self.get_constraints(Scene._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertIn(constraints[index_name]["type"], GinIndex.suffix)
        with connection.schema_editor() as editor:
            editor.remove_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))

    def test_cast_search_vector_gin_index(self):
        index_name = "cast_search_vector_gin"
        index = GinIndex(Cast("field", SearchVectorField()), name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
            sql = index.create_sql(TextFieldModel, editor)
        table = TextFieldModel._meta.db_table
        constraints = self.get_constraints(table)
        self.assertIn(index_name, constraints)
        self.assertIn(constraints[index_name]["type"], GinIndex.suffix)
        self.assertIs(sql.references_column(table, "field"), True)
        self.assertIn("::tsvector", str(sql))
        with connection.schema_editor() as editor:
            editor.remove_index(TextFieldModel, index)
        self.assertNotIn(index_name, self.get_constraints(table))

    def test_bloom_index(self):
        index_name = "char_field_model_field_bloom"
        index = BloomIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], BloomIndex.suffix)
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_bloom_parameters(self):
        index_name = "char_field_model_field_bloom_params"
        index = BloomIndex(fields=["field"], name=index_name, length=512, columns=[3])
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], BloomIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["length=512", "col1=3"])
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_brin_index(self):
        index_name = "char_field_model_field_brin"
        index = BrinIndex(fields=["field"], name=index_name, pages_per_range=4)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], BrinIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["pages_per_range=4"])
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_brin_parameters(self):
        index_name = "char_field_brin_params"
        index = BrinIndex(fields=["field"], name=index_name, autosummarize=True)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], BrinIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["autosummarize=on"])
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_btree_index(self):
        # Ensure the table is there and doesn't have an index.
        self.assertNotIn("field", self.get_constraints(CharFieldModel._meta.db_table))
        # Add the index.
        index_name = "char_field_model_field_btree"
        index = BTreeIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        # The index was added.
        self.assertEqual(constraints[index_name]["type"], BTreeIndex.suffix)
        # Drop the index.
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_btree_parameters(self):
        index_name = "integer_array_btree_fillfactor"
        index = BTreeIndex(fields=["field"], name=index_name, fillfactor=80)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], BTreeIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["fillfactor=80"])
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_gist_index(self):
        # Ensure the table is there and doesn't have an index.
        self.assertNotIn("field", self.get_constraints(CharFieldModel._meta.db_table))
        # Add the index.
        index_name = "char_field_model_field_gist"
        index = GistIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        # The index was added.
        self.assertEqual(constraints[index_name]["type"], GistIndex.suffix)
        # Drop the index.
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_gist_parameters(self):
        index_name = "integer_array_gist_buffering"
        index = GistIndex(
            fields=["field"], name=index_name, buffering=True, fillfactor=80
        )
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], GistIndex.suffix)
        self.assertEqual(
            constraints[index_name]["options"], ["buffering=on", "fillfactor=80"]
        )
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_gist_include(self):
        index_name = "scene_gist_include_setting"
        index = GistIndex(name=index_name, fields=["scene"], include=["setting"])
        with connection.schema_editor() as editor:
            editor.add_index(Scene, index)
        constraints = self.get_constraints(Scene._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertEqual(constraints[index_name]["type"], GistIndex.suffix)
        self.assertEqual(constraints[index_name]["columns"], ["scene", "setting"])
        with connection.schema_editor() as editor:
            editor.remove_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))

    def test_tsvector_op_class_gist_index(self):
        index_name = "tsvector_op_class_gist"
        index = GistIndex(
            OpClass(
                SearchVector("scene", "setting", config="english"),
                name="tsvector_ops",
            ),
            name=index_name,
        )
        with connection.schema_editor() as editor:
            editor.add_index(Scene, index)
            sql = index.create_sql(Scene, editor)
        table = Scene._meta.db_table
        constraints = self.get_constraints(table)
        self.assertIn(index_name, constraints)
        self.assertIn(constraints[index_name]["type"], GistIndex.suffix)
        self.assertIs(sql.references_column(table, "scene"), True)
        self.assertIs(sql.references_column(table, "setting"), True)
        with connection.schema_editor() as editor:
            editor.remove_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(table))

    def test_search_vector(self):
        """SearchVector generates IMMUTABLE SQL in order to be indexable."""
        index_name = "test_search_vector"
        index = Index(SearchVector("id", "scene", config="english"), name=index_name)
        # Indexed function must be IMMUTABLE.
        with connection.schema_editor() as editor:
            editor.add_index(Scene, index)
        constraints = self.get_constraints(Scene._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertIs(constraints[index_name]["index"], True)

        with connection.schema_editor() as editor:
            editor.remove_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))

    def test_hash_index(self):
        # Ensure the table is there and doesn't have an index.
        self.assertNotIn("field", self.get_constraints(CharFieldModel._meta.db_table))
        # Add the index.
        index_name = "char_field_model_field_hash"
        index = HashIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        # The index was added.
        self.assertEqual(constraints[index_name]["type"], HashIndex.suffix)
        # Drop the index.
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_hash_parameters(self):
        index_name = "integer_array_hash_fillfactor"
        index = HashIndex(fields=["field"], name=index_name, fillfactor=80)
        with connection.schema_editor() as editor:
            editor.add_index(CharFieldModel, index)
        constraints = self.get_constraints(CharFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], HashIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["fillfactor=80"])
        with connection.schema_editor() as editor:
            editor.remove_index(CharFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(CharFieldModel._meta.db_table)
        )

    def test_spgist_index(self):
        # Ensure the table is there and doesn't have an index.
        self.assertNotIn("field", self.get_constraints(TextFieldModel._meta.db_table))
        # Add the index.
        index_name = "text_field_model_field_spgist"
        index = SpGistIndex(fields=["field"], name=index_name)
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
        constraints = self.get_constraints(TextFieldModel._meta.db_table)
        # The index was added.
        self.assertEqual(constraints[index_name]["type"], SpGistIndex.suffix)
        # Drop the index.
        with connection.schema_editor() as editor:
            editor.remove_index(TextFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(TextFieldModel._meta.db_table)
        )

    def test_spgist_parameters(self):
        index_name = "text_field_model_spgist_fillfactor"
        index = SpGistIndex(fields=["field"], name=index_name, fillfactor=80)
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
        constraints = self.get_constraints(TextFieldModel._meta.db_table)
        self.assertEqual(constraints[index_name]["type"], SpGistIndex.suffix)
        self.assertEqual(constraints[index_name]["options"], ["fillfactor=80"])
        with connection.schema_editor() as editor:
            editor.remove_index(TextFieldModel, index)
        self.assertNotIn(
            index_name, self.get_constraints(TextFieldModel._meta.db_table)
        )

    @skipUnlessDBFeature("supports_covering_spgist_indexes")
    def test_spgist_include(self):
        index_name = "scene_spgist_include_setting"
        index = SpGistIndex(name=index_name, fields=["scene"], include=["setting"])
        with connection.schema_editor() as editor:
            editor.add_index(Scene, index)
        constraints = self.get_constraints(Scene._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertEqual(constraints[index_name]["type"], SpGistIndex.suffix)
        self.assertEqual(constraints[index_name]["columns"], ["scene", "setting"])
        with connection.schema_editor() as editor:
            editor.remove_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))

    def test_spgist_include_not_supported(self):
        index_name = "spgist_include_exception"
        index = SpGistIndex(fields=["scene"], name=index_name, include=["setting"])
        msg = "Covering SP-GiST indexes require PostgreSQL 14+."
        with self.assertRaisesMessage(NotSupportedError, msg):
            with mock.patch(
                "django.db.backends.postgresql.features.DatabaseFeatures."
                "supports_covering_spgist_indexes",
                False,
            ):
                with connection.schema_editor() as editor:
                    editor.add_index(Scene, index)
        self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))

    def test_custom_suffix(self):
        class CustomSuffixIndex(PostgresIndex):
            suffix = "sfx"

            def create_sql(self, model, schema_editor, using="gin", **kwargs):
                return super().create_sql(model, schema_editor, using=using, **kwargs)

        index = CustomSuffixIndex(fields=["field"], name="custom_suffix_idx")
        self.assertEqual(index.suffix, "sfx")
        with connection.schema_editor() as editor:
            self.assertIn(
                " USING gin ",
                str(index.create_sql(CharFieldModel, editor)),
            )

    def test_op_class(self):
        index_name = "test_op_class"
        index = Index(
            OpClass(Lower("field"), name="text_pattern_ops"),
            name=index_name,
        )
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
        with editor.connection.cursor() as cursor:
            cursor.execute(self.get_opclass_query, [index_name])
            self.assertCountEqual(cursor.fetchall(), [("text_pattern_ops", index_name)])

    def test_op_class_descending_collation(self):
        collation = connection.features.test_collations.get("non_default")
        if not collation:
            self.skipTest("This backend does not support case-insensitive collations.")
        index_name = "test_op_class_descending_collation"
        index = Index(
            Collate(
                OpClass(Lower("field"), name="text_pattern_ops").desc(nulls_last=True),
                collation=collation,
            ),
            name=index_name,
        )
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
            self.assertIn(
                "COLLATE %s" % editor.quote_name(collation),
                str(index.create_sql(TextFieldModel, editor)),
            )
        with editor.connection.cursor() as cursor:
            cursor.execute(self.get_opclass_query, [index_name])
            self.assertCountEqual(cursor.fetchall(), [("text_pattern_ops", index_name)])
        table = TextFieldModel._meta.db_table
        constraints = self.get_constraints(table)
        self.assertIn(index_name, constraints)
        self.assertEqual(constraints[index_name]["orders"], ["DESC"])
        with connection.schema_editor() as editor:
            editor.remove_index(TextFieldModel, index)
        self.assertNotIn(index_name, self.get_constraints(table))

    def test_op_class_descending_partial(self):
        index_name = "test_op_class_descending_partial"
        index = Index(
            OpClass(Lower("field"), name="text_pattern_ops").desc(),
            name=index_name,
            condition=Q(field__contains="China"),
        )
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
        with editor.connection.cursor() as cursor:
            cursor.execute(self.get_opclass_query, [index_name])
            self.assertCountEqual(cursor.fetchall(), [("text_pattern_ops", index_name)])
        constraints = self.get_constraints(TextFieldModel._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertEqual(constraints[index_name]["orders"], ["DESC"])

    def test_op_class_descending_partial_tablespace(self):
        index_name = "test_op_class_descending_partial_tablespace"
        index = Index(
            OpClass(Lower("field").desc(), name="text_pattern_ops"),
            name=index_name,
            condition=Q(field__contains="China"),
            db_tablespace="pg_default",
        )
        with connection.schema_editor() as editor:
            editor.add_index(TextFieldModel, index)
            self.assertIn(
                'TABLESPACE "pg_default" ',
                str(index.create_sql(TextFieldModel, editor)),
            )
        with editor.connection.cursor() as cursor:
            cursor.execute(self.get_opclass_query, [index_name])
            self.assertCountEqual(cursor.fetchall(), [("text_pattern_ops", index_name)])
        constraints = self.get_constraints(TextFieldModel._meta.db_table)
        self.assertIn(index_name, constraints)
        self.assertEqual(constraints[index_name]["orders"], ["DESC"])