File: test_filters.py

package info (click to toggle)
drf-haystack 1.9.1-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 564 kB
  • sloc: python: 2,608; makefile: 147
file content (594 lines) | stat: -rw-r--r-- 25,144 bytes parent folder | download | duplicates (4)
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
# -*- coding: utf-8 -*-
#
# Unit tests for the `drf_haystack.filters` classes.
#

from __future__ import absolute_import, unicode_literals

import json
from datetime import date, datetime, timedelta

from unittest import skipIf

from django.test import TestCase

from rest_framework import status
from rest_framework import serializers
from rest_framework.test import APIRequestFactory

from drf_haystack.viewsets import HaystackViewSet
from drf_haystack.serializers import HaystackSerializer, HaystackFacetSerializer
from drf_haystack.filters import (
    HaystackAutocompleteFilter, HaystackBoostFilter,
    HaystackFacetFilter, HaystackFilter,
    HaystackGEOSpatialFilter, HaystackHighlightFilter,
    HaystackOrderingFilter
)
from drf_haystack.mixins import FacetMixin

from . import geospatial_support, elasticsearch_version
from .constants import MOCKLOCATION_DATA_SET_SIZE, MOCKPERSON_DATA_SET_SIZE
from .mixins import WarningTestCaseMixin
from .mockapp.models import MockAllField, MockLocation, MockPerson
from .mockapp.search_indexes import MockAllFieldIndex, MockLocationIndex, MockPersonIndex

factory = APIRequestFactory()


class HaystackFilterTestCase(TestCase):

    fixtures = ["mockperson", "mockallfield"]

    def setUp(self):
        MockAllFieldIndex().reindex()
        MockPersonIndex().reindex()

        class Serializer1(HaystackSerializer):
            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["text", "firstname", "lastname",
                          "full_name", "birthdate", "autocomplete"]
                field_aliases = {
                    "q": "autocomplete",
                    "name": "full_name"
                }

        class Serializer2(HaystackSerializer):
            class Meta:
                index_classes = [MockLocationIndex]
                exclude = ["lastname"]

        class Serializer4(serializers.Serializer):
            # This is not allowed. Must implement a `Meta` class.
            pass

        class Serializer5(HaystackSerializer):
            class Meta:
                index_classes = [MockAllFieldIndex]
                fields = ["integerfield"]

        class ViewSet1(HaystackViewSet):
            index_models = [MockPerson]
            serializer_class = Serializer1
            # No need to specify `filter_backends`, defaults to HaystackFilter

        class ViewSet2(ViewSet1):
            serializer_class = Serializer2

        class ViewSet3(ViewSet1):
            serializer_class = Serializer4

        class ViewSet4(HaystackViewSet):
            serializer_class = Serializer5

        self.view1 = ViewSet1
        self.view2 = ViewSet2
        self.view3 = ViewSet3
        self.view4 = ViewSet4

    def tearDown(self):
        MockPersonIndex().clear()

    def test_filter_view_has_default_filter(self):
        self.assertEqual(self.view1.filter_backends, [HaystackFilter])

    def test_filter_no_query_parameters(self):
        request = factory.get(path="/", data="", content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), MOCKPERSON_DATA_SET_SIZE)

    def test_filter_single_field(self):
        request = factory.get(path="/", data={"firstname": "John"})  # Should return 3 results
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 3)

    def test_filter_single_field_with_lookup(self):
        request = factory.get(path="/", data={"firstname__startswith": "John"})  # Should return 3 results
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 3)

    def test_filter_aliased_field(self):
        request = factory.get(path="/", data={"name": "John McClane"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 1)

    def test_filter_aliased_field_with_lookup(self):
        request = factory.get(path="/", data={"name__contains": "John McClane"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 1)

    def test_filter_single_field_OR(self):
        # Test filtering a single field for multiple values. The parameters should be OR'ed
        request = factory.get(path="/", data={"lastname": "Hickman,Hood"})  # Should return 3 results
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 3)

    def test_filter_single_field_OR_custom_lookup_sep(self):
        setattr(self.view1, "lookup_sep", ";")
        request = factory.get(path="/", data={"lastname": "Hickman;Hood"})  # Should return 3 results
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 3)

        # Reset the `lookup_sep`
        setattr(self.view1, "lookup_sep", ",")

    def test_filter_multiple_fields(self):
        # Test filtering multiple fields. The parameters should be AND'ed
        request = factory.get(path="/", data={"lastname": "Hood", "firstname": "Bruno"})  # Should return 1 result
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 1)

    def test_filter_multiple_fields_OR_same_fields(self):
        # Test filtering multiple fields for multiple values. The values should be OR'ed between
        # same parameters, and AND'ed between them
        request = factory.get(path="/", data={
            "lastname": "Hickman,Hood",
            "firstname": "Walker,Bruno"
        })  # Should return 2 result
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 2)

    def test_filter_excluded_field(self):
        request = factory.get(path="/", data={"lastname": "Hood"}, content_type="application/json")
        response = self.view2.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), MOCKPERSON_DATA_SET_SIZE)  # Should return all results since, field is ignored

    def test_filter_with_non_searched_excluded_field(self):
        request = factory.get(path="/", data={"text": "John"}, content_type="application/json")
        response = self.view2.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 3)

    def test_filter_unicode_characters(self):
        request = factory.get(path="/", data={"firstname": "åsmund", "lastname": "sørensen"},
                              content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(len(response.data), 1)

    def test_filter_negated_field(self):
        request = factory.get(path="/", data={"text__not": "John"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 97)

    def test_filter_negated_field_with_lookup(self):
        request = factory.get(path="/", data={"name__not__contains": "John McClane"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 99)

    def test_filter_negated_field_with_other_field(self):
        request = factory.get(path="/", data={"firstname": "John", "lastname__not": "McClane"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 2)

    def test_filter_gt_date_field(self):
        request = factory.get(path="/", data={"birthdate__gt": "1980-01-01"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(len(response.data), MockPerson.objects.filter(birthdate__gt=date(1980, 1, 1)).count())

    def test_filter_lt_date_field(self):
        request = factory.get(path="/", data={"birthdate__lt": "1980-01-01"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)
        self.assertEqual(len(response.data), MockPerson.objects.filter(birthdate__lt=date(1980, 1, 1)).count())

    def test_filter_in_integerfield(self):
        request = factory.get(path="/", data={"integerfield__in": "48,57"}, content_type="application/json")
        response = self.view4.as_view(actions={"get": "list"})(request)
        self.assertEqual(len(response.data), MockAllField.objects.filter(integerfield__in=[48, 57]).count())

    def test_filter_range_integerfield(self):
        request = factory.get(path="/", data={"integerfield__range": "300,500"}, content_type="application/json")
        response = self.view4.as_view(actions={"get": "list"})(request)
        self.assertEqual(len(response.data), MockAllField.objects.filter(integerfield__range=[300, 500]).count())


class HaystackAutocompleteFilterTestCase(TestCase):

    fixtures = ["mockperson"]

    def setUp(self):
        MockPersonIndex().reindex()

        class Serializer(HaystackSerializer):

            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["text", "firstname", "lastname", "autocomplete"]

        class ViewSet(HaystackViewSet):
            index_models = [MockPerson]
            serializer_class = Serializer
            filter_backends = [HaystackAutocompleteFilter]

        self.view = ViewSet

    def tearDown(self):
        MockPersonIndex().clear()

    def test_filter_autocomplete_single_term(self):
        # Test querying the autocomplete field for a partial term. Should return 4 results
        request = factory.get(path="/", data={"autocomplete": "jer"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 4)

    def test_filter_autocomplete_multiple_terms(self):
        # Test querying the autocomplete field for multiple terms.
        # Make sure the filter AND's the terms on spaces, thus reduce the results.
        request = factory.get(path="/", data={"autocomplete": "joh mc"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 2)

    def test_filter_autocomplete_multiple_parameters(self):
        request = factory.get(path="/", data={"autocomplete": "jer fowler", "firstname": "jeremy"},
                              content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)

    def test_filter_autocomplete_single_field_OR(self):
        request = factory.get(path="/", data={"autocomplete": "jer,fowl"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)


@skipIf(not geospatial_support, "Skipped due to lack of GEO spatial features")
class HaystackGEOSpatialFilterTestCase(TestCase):

    fixtures = ["mocklocation"]

    def setUp(self):
        MockLocationIndex().reindex()

        class Serializer(HaystackSerializer):

            class Meta:
                index_classes = [MockLocationIndex]
                fields = [
                    "text", "address", "city", "zip_code",
                    "coordinates",
                ]

        class ViewSet(HaystackViewSet):
            index_models = [MockLocation]
            serializer_class = Serializer
            filter_backends = [HaystackGEOSpatialFilter]

        self.view = ViewSet

    def tearDown(self):
        MockLocationIndex().clear()

    def test_filter_dwithin(self):
        request = factory.get(path="/", data={"from": "59.923396,10.739370", "km": 1}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), 4)

    def test_filter_dwithin_without_range_unit(self):
        # If no range unit is supplied, no filtering will occur. Make sure we
        # get the entire data set.
        request = factory.get(path="/", data={"from": "59.923396,10.739370"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(len(response.data), MOCKLOCATION_DATA_SET_SIZE)

    def test_filter_dwithin_invalid_params(self):
        request = factory.get(path="/", data={"from": "i am not numeric,10.739370", "km": 1}, content_type="application/json")
        self.assertRaises(
            ValueError,
            self.view.as_view(actions={"get": "list"}), request
        )


class HaystackHighlightFilterTestCase(TestCase):

    fixtures = ["mockperson"]

    def setUp(self):
        MockPersonIndex().reindex()

        class Serializer(HaystackSerializer):

            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["firstname", "lastname"]

        class ViewSet(HaystackViewSet):
            index_models = [MockPerson]
            serializer_class = Serializer
            filter_backends = [HaystackHighlightFilter]

        self.view = ViewSet

    def tearDown(self):
        MockPersonIndex().clear()

    @skipIf(not elasticsearch_version < (2, ), "Highlighting is not yet supported for the Elasticsearch2 backend")
    def test_filter_highlighter_filter(self):
        request = factory.get(path="/", data={"firstname": "jeremy"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        response.render()
        for result in json.loads(response.content.decode()):
            self.assertTrue("highlighted" in result)
            self.assertEqual(
                result["highlighted"],
                " ".join(("<em>Jeremy</em>", "%s\n" % result["lastname"]))
            )


class HaystackBoostFilterTestCase(TestCase):

    fixtures = ["mockperson"]

    def setUp(self):
        MockPersonIndex().reindex()

        class Serializer(HaystackSerializer):

            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["firstname", "lastname"]

        class ViewSet(HaystackViewSet):
            index_models = [MockPerson]
            serializer_class = Serializer
            filter_backends = [HaystackBoostFilter]

        self.view = ViewSet

    def tearDown(self):
        MockPersonIndex().clear()

    # Skipping the boost filter test case because it fails.
    # I strongly believe that this has to be fixed upstream, and
    # that the drf-haystack code works as it should.

    # def test_filter_boost(self):
    #
    #     # This test will fail
    #     # See https://github.com/django-haystack/django-haystack/issues/1235
    #
    #     request = factory.get(path="/", data={"lastname": "hood"}, content_type="application/json")
    #     response = self.view.as_view(actions={"get": "list"})(request)
    #     response.render()
    #     data = json.loads(response.content.decode())
    #     self.assertEqual(len(response.data), 2)
    #     self.assertEqual(data[0]["firstname"], "Bruno")
    #     self.assertEqual(data[1]["firstname"], "Walker")
    #
    #     # We're boosting walter slightly which should put him first in the results
    #     request = factory.get(path="/", data={"lastname": "hood", "boost": "walker,1.1"},
    #                           content_type="application/json")
    #     response = self.view.as_view(actions={"get": "list"})(request)
    #     response.render()
    #     data = json.loads(response.content.decode())
    #     self.assertEqual(len(response.data), 2)
    #     self.assertEqual(data[0]["firstname"], "Walker")
    #     self.assertEqual(data[1]["firstname"], "Bruno")

    def test_filter_boost_valid_params(self):
        request = factory.get(path="/", data={"boost": "bruno,1.2"}, content_type="application/json")
        response = self.view.as_view(actions={"get": "list"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)

    def test_filter_boost_invalid_non_numeric(self):
        request = factory.get(path="/", data={"boost": "bruno,i am not numeric!"}, content_type="application/json")
        try:
            self.view.as_view(actions={"get": "list"})(request)
            self.fail("Did not raise ValueError when called with a non-numeric boost value.")
        except ValueError as e:
            self.assertEqual(
                str(e),
                "Cannot convert boost to float value. Make sure to provide a numerical boost value."
            )

    def test_filter_boost_invalid_malformed_query_params(self):
        request = factory.get(path="/", data={"boost": "bruno"}, content_type="application/json")
        try:
            self.view.as_view(actions={"get": "list"})(request)
            self.fail("Did not raise ValueError when called with a malformed query parameters.")
        except ValueError as e:
            self.assertEqual(
                str(e),
                "Cannot convert the '%s' query parameter to a valid boost filter."
                % HaystackBoostFilter.query_param
            )


class HaystackFacetFilterTestCase(WarningTestCaseMixin, TestCase):

    fixtures = ["mockperson"]

    def setUp(self):
        MockPersonIndex().reindex()

        class FacetSerializer1(HaystackFacetSerializer):

            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["firstname", "lastname", "created"]

        class FacetSerializer2(HaystackFacetSerializer):

            class Meta:
                index_classes = [MockPersonIndex]
                fields = ["firstname", "lastname", "created"]
                field_options = {
                    "firstname": {},
                    "lastname": {},
                    "created": {
                        "start_date": datetime.now() - timedelta(days=3 * 365),
                        "end_date": datetime.now(),
                        "gap_by": "day",
                        "gap_amount": 10
                    }
                }

        class ViewSet1(FacetMixin, HaystackViewSet):
            index_models = [MockPerson]
            facet_serializer_class = FacetSerializer1

        class ViewSet2(FacetMixin, HaystackViewSet):
            index_models = [MockPerson]
            facet_serializer_class = FacetSerializer2

        self.view1 = ViewSet1
        self.view2 = ViewSet2

    def tearDown(self):
        MockPersonIndex().clear()

    def test_filter_view_has_default_facet_filter(self):
        self.assertEqual(self.view1.facet_filter_backends, [HaystackFacetFilter])

    def test_filter_facet_no_field_options(self):
        request = factory.get("/", data={}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "facets"})(request)
        response.render()
        self.assertEqual(response.status_code, status.HTTP_200_OK)
        self.assertEqual(json.loads(response.content.decode()), {})

    def test_filter_facet_serializer_no_field_options_missing_required_query_parameters(self):
        request = factory.get("/", data={"created": "start_date:Oct 3rd 2015"}, content_type="application/json")
        try:
            self.view1.as_view(actions={"get": "facets"})(request)
            self.fail("Did not raise ValueError when called without all required "
                      "attributes and no default field_options is set.")
        except ValueError as e:
            self.assertEqual(
                str(e),
                "Date faceting requires at least 'start_date', 'end_date' and 'gap_by' to be set."
            )

    def test_filter_facet_no_field_options_valid_required_query_parameters(self):
        request = factory.get(
            "/",
            data={"created": "start_date:Jan 1th 2010,end_date:Dec 31th 2020,gap_by:month,gap_amount:1"},
            content_type="application/json"
        )
        response = self.view1.as_view(actions={"get": "facets"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)

    def test_filter_facet_with_field_options(self):
        request = factory.get("/", data={}, content_type="application/json")
        response = self.view2.as_view(actions={"get": "facets"})(request)
        self.assertEqual(response.status_code, status.HTTP_200_OK)

    def test_filter_facet_warn_on_inproperly_formatted_token(self):
        request = factory.get("/", data={"firstname": "token"}, content_type="application/json")
        self.assertWarning(UserWarning, self.view2.as_view(actions={"get": "facets"}), request)


class OrderedHaystackViewSetTestCase(TestCase):

    fixtures = ["mockallfield"]

    def setUp(self):
        MockAllFieldIndex().reindex()

        class Serializer(HaystackSerializer):
            class Meta:
                fields = ("charfield", "integerfield", "floatfield",
                          "decimalfield", "boolfield")
                index_classes = [MockAllFieldIndex]

        class ViewSet1(HaystackViewSet):
            index_models = [MockAllField]
            serializer_class = Serializer
            filter_backends = (HaystackOrderingFilter,)
            ordering_fields = "__all__"
            ordering = ("integerfield",)

        class ViewSet2(HaystackViewSet):
            index_models = [MockAllField]
            serializer_class = Serializer
            filter_backends = (HaystackOrderingFilter,)
            ordering_fields = "__all__"
            ordering = ("-integerfield",)

        self.view1 = ViewSet1
        self.view2 = ViewSet2

    def tearDown(self):
        MockAllFieldIndex().clear()

    def test_viewset_default_ordering(self):
        request = factory.get(path="/", content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)

        response.render()
        content = json.loads(response.content.decode())

        self.assertEqual(
            [result["integerfield"] for result in content],
            list(MockAllField.objects.values_list("integerfield", flat=True).order_by("integerfield"))
        )

    def test_viewset_default_reverse_ordering(self):
        request = factory.get(path="/", content_type="application/json")
        response = self.view2.as_view(actions={"get": "list"})(request)

        response.render()
        content = json.loads(response.content.decode())

        self.assertEqual(
            [result["integerfield"] for result in content],
            list(MockAllField.objects.values_list("integerfield", flat=True).order_by("-integerfield"))
        )

    def test_viewset_order_by_single_query_param(self):
        request = factory.get(path="/", data={"ordering": "integerfield"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)

        response.render()
        content = json.loads(response.content.decode())

        self.assertEqual(
            [result["integerfield"] for result in content],
            list(MockAllField.objects.values_list("integerfield", flat=True).order_by("integerfield"))
        )

    def test_viewset_order_by_multiple_query_params(self):
        request = factory.get(path="/", data={"ordering": "integerfield,boolfield"}, content_type="application/json")
        response = self.view1.as_view(actions={"get": "list"})(request)

        response.render()
        content = json.loads(response.content.decode())

        self.assertEqual(
            [result["integerfield"] for result in content],
            list(MockAllField.objects.values_list("integerfield", flat=True).order_by("integerfield", "boolfield"))
        )