1081 lines
38 KiB
Python
1081 lines
38 KiB
Python
import operator
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import uuid
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from unittest import mock
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from django import forms
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from django.core import serializers
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from django.core.exceptions import ValidationError
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from django.core.serializers.json import DjangoJSONEncoder
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from django.db import (
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DataError,
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IntegrityError,
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NotSupportedError,
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OperationalError,
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connection,
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models,
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)
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from django.db.models import (
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Count,
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ExpressionWrapper,
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F,
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IntegerField,
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OuterRef,
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Q,
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Subquery,
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Transform,
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Value,
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)
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from django.db.models.expressions import RawSQL
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from django.db.models.fields.json import (
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KeyTextTransform,
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KeyTransform,
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KeyTransformFactory,
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KeyTransformTextLookupMixin,
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)
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from django.db.models.functions import Cast
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from django.test import SimpleTestCase, TestCase, skipIfDBFeature, skipUnlessDBFeature
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from django.test.utils import CaptureQueriesContext
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from .models import CustomJSONDecoder, JSONModel, NullableJSONModel, RelatedJSONModel
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@skipUnlessDBFeature("supports_json_field")
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class JSONFieldTests(TestCase):
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def test_invalid_value(self):
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msg = "is not JSON serializable"
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with self.assertRaisesMessage(TypeError, msg):
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NullableJSONModel.objects.create(
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value={
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"uuid": uuid.UUID("d85e2076-b67c-4ee7-8c3a-2bf5a2cc2475"),
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}
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)
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def test_custom_encoder_decoder(self):
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value = {"uuid": uuid.UUID("{d85e2076-b67c-4ee7-8c3a-2bf5a2cc2475}")}
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obj = NullableJSONModel(value_custom=value)
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obj.clean_fields()
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obj.save()
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obj.refresh_from_db()
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self.assertEqual(obj.value_custom, value)
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def test_db_check_constraints(self):
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value = "{@!invalid json value 123 $!@#"
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with mock.patch.object(DjangoJSONEncoder, "encode", return_value=value):
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with self.assertRaises((IntegrityError, DataError, OperationalError)):
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NullableJSONModel.objects.create(value_custom=value)
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class TestMethods(SimpleTestCase):
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def test_deconstruct(self):
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field = models.JSONField()
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name, path, args, kwargs = field.deconstruct()
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self.assertEqual(path, "django.db.models.JSONField")
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self.assertEqual(args, [])
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self.assertEqual(kwargs, {})
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def test_deconstruct_custom_encoder_decoder(self):
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field = models.JSONField(encoder=DjangoJSONEncoder, decoder=CustomJSONDecoder)
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name, path, args, kwargs = field.deconstruct()
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self.assertEqual(kwargs["encoder"], DjangoJSONEncoder)
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self.assertEqual(kwargs["decoder"], CustomJSONDecoder)
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def test_get_transforms(self):
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@models.JSONField.register_lookup
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class MyTransform(Transform):
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lookup_name = "my_transform"
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field = models.JSONField()
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transform = field.get_transform("my_transform")
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self.assertIs(transform, MyTransform)
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models.JSONField._unregister_lookup(MyTransform)
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transform = field.get_transform("my_transform")
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self.assertIsInstance(transform, KeyTransformFactory)
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def test_key_transform_text_lookup_mixin_non_key_transform(self):
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transform = Transform("test")
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msg = (
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"Transform should be an instance of KeyTransform in order to use "
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"this lookup."
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)
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with self.assertRaisesMessage(TypeError, msg):
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KeyTransformTextLookupMixin(transform)
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class TestValidation(SimpleTestCase):
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def test_invalid_encoder(self):
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msg = "The encoder parameter must be a callable object."
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with self.assertRaisesMessage(ValueError, msg):
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models.JSONField(encoder=DjangoJSONEncoder())
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def test_invalid_decoder(self):
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msg = "The decoder parameter must be a callable object."
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with self.assertRaisesMessage(ValueError, msg):
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models.JSONField(decoder=CustomJSONDecoder())
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def test_validation_error(self):
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field = models.JSONField()
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msg = "Value must be valid JSON."
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value = uuid.UUID("{d85e2076-b67c-4ee7-8c3a-2bf5a2cc2475}")
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with self.assertRaisesMessage(ValidationError, msg):
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field.clean({"uuid": value}, None)
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def test_custom_encoder(self):
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field = models.JSONField(encoder=DjangoJSONEncoder)
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value = uuid.UUID("{d85e2076-b67c-4ee7-8c3a-2bf5a2cc2475}")
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field.clean({"uuid": value}, None)
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class TestFormField(SimpleTestCase):
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def test_formfield(self):
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model_field = models.JSONField()
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form_field = model_field.formfield()
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self.assertIsInstance(form_field, forms.JSONField)
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def test_formfield_custom_encoder_decoder(self):
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model_field = models.JSONField(
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encoder=DjangoJSONEncoder, decoder=CustomJSONDecoder
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)
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form_field = model_field.formfield()
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self.assertIs(form_field.encoder, DjangoJSONEncoder)
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self.assertIs(form_field.decoder, CustomJSONDecoder)
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class TestSerialization(SimpleTestCase):
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test_data = (
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'[{"fields": {"value": %s}, "model": "model_fields.jsonmodel", "pk": null}]'
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)
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test_values = (
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# (Python value, serialized value),
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({"a": "b", "c": None}, '{"a": "b", "c": null}'),
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("abc", '"abc"'),
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('{"a": "a"}', '"{\\"a\\": \\"a\\"}"'),
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)
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def test_dumping(self):
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for value, serialized in self.test_values:
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with self.subTest(value=value):
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instance = JSONModel(value=value)
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data = serializers.serialize("json", [instance])
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self.assertJSONEqual(data, self.test_data % serialized)
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def test_loading(self):
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for value, serialized in self.test_values:
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with self.subTest(value=value):
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instance = list(
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serializers.deserialize("json", self.test_data % serialized)
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)[0].object
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self.assertEqual(instance.value, value)
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def test_xml_serialization(self):
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test_xml_data = (
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'<django-objects version="1.0">'
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'<object model="model_fields.nullablejsonmodel">'
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'<field name="value" type="JSONField">%s'
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"</field></object></django-objects>"
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)
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for value, serialized in self.test_values:
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with self.subTest(value=value):
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instance = NullableJSONModel(value=value)
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data = serializers.serialize("xml", [instance], fields=["value"])
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self.assertXMLEqual(data, test_xml_data % serialized)
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new_instance = list(serializers.deserialize("xml", data))[0].object
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self.assertEqual(new_instance.value, instance.value)
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@skipUnlessDBFeature("supports_json_field")
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class TestSaveLoad(TestCase):
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def test_null(self):
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obj = NullableJSONModel(value=None)
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obj.save()
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obj.refresh_from_db()
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self.assertIsNone(obj.value)
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@skipUnlessDBFeature("supports_primitives_in_json_field")
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def test_json_null_different_from_sql_null(self):
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json_null = NullableJSONModel.objects.create(value=Value("null"))
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json_null.refresh_from_db()
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sql_null = NullableJSONModel.objects.create(value=None)
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sql_null.refresh_from_db()
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# 'null' is not equal to NULL in the database.
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value=Value("null")),
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[json_null],
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)
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value=None),
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[json_null],
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)
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value__isnull=True),
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[sql_null],
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)
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# 'null' is equal to NULL in Python (None).
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self.assertEqual(json_null.value, sql_null.value)
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@skipUnlessDBFeature("supports_primitives_in_json_field")
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def test_primitives(self):
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values = [
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True,
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1,
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1.45,
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"String",
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"",
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]
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for value in values:
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with self.subTest(value=value):
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obj = JSONModel(value=value)
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obj.save()
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obj.refresh_from_db()
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self.assertEqual(obj.value, value)
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def test_dict(self):
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values = [
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{},
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{"name": "John", "age": 20, "height": 180.3},
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{"a": True, "b": {"b1": False, "b2": None}},
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]
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for value in values:
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with self.subTest(value=value):
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obj = JSONModel.objects.create(value=value)
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obj.refresh_from_db()
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self.assertEqual(obj.value, value)
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def test_list(self):
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values = [
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[],
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["John", 20, 180.3],
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[True, [False, None]],
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]
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for value in values:
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with self.subTest(value=value):
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obj = JSONModel.objects.create(value=value)
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obj.refresh_from_db()
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self.assertEqual(obj.value, value)
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def test_realistic_object(self):
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value = {
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"name": "John",
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"age": 20,
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"pets": [
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{"name": "Kit", "type": "cat", "age": 2},
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{"name": "Max", "type": "dog", "age": 1},
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],
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"courses": [
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["A1", "A2", "A3"],
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["B1", "B2"],
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["C1"],
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],
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}
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obj = JSONModel.objects.create(value=value)
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obj.refresh_from_db()
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self.assertEqual(obj.value, value)
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@skipUnlessDBFeature("supports_json_field")
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class TestQuerying(TestCase):
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@classmethod
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def setUpTestData(cls):
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cls.primitives = [True, False, "yes", 7, 9.6]
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values = [
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None,
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[],
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{},
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{"a": "b", "c": 14},
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{
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"a": "b",
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"c": 14,
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"d": ["e", {"f": "g"}],
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"h": True,
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"i": False,
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"j": None,
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"k": {"l": "m"},
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"n": [None, True, False],
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"o": '"quoted"',
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"p": 4.2,
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"r": {"s": True, "t": False},
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},
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[1, [2]],
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{"k": True, "l": False, "foo": "bax"},
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{
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"foo": "bar",
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"baz": {"a": "b", "c": "d"},
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"bar": ["foo", "bar"],
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"bax": {"foo": "bar"},
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},
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]
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cls.objs = [NullableJSONModel.objects.create(value=value) for value in values]
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if connection.features.supports_primitives_in_json_field:
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cls.objs.extend(
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[
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NullableJSONModel.objects.create(value=value)
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for value in cls.primitives
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]
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)
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cls.raw_sql = "%s::jsonb" if connection.vendor == "postgresql" else "%s"
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def test_exact(self):
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value__exact={}),
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[self.objs[2]],
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)
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def test_exact_complex(self):
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value__exact={"a": "b", "c": 14}),
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[self.objs[3]],
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)
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def test_icontains(self):
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self.assertCountEqual(
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NullableJSONModel.objects.filter(value__icontains="BaX"),
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self.objs[6:8],
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)
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def test_isnull(self):
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self.assertSequenceEqual(
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NullableJSONModel.objects.filter(value__isnull=True),
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[self.objs[0]],
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)
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def test_ordering_by_transform(self):
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mariadb = connection.vendor == "mysql" and connection.mysql_is_mariadb
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values = [
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{"ord": 93, "name": "bar"},
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{"ord": 22.1, "name": "foo"},
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{"ord": -1, "name": "baz"},
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{"ord": 21.931902, "name": "spam"},
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{"ord": -100291029, "name": "eggs"},
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]
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for field_name in ["value", "value_custom"]:
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with self.subTest(field=field_name):
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objs = [
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NullableJSONModel.objects.create(**{field_name: value})
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for value in values
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]
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query = NullableJSONModel.objects.filter(
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**{"%s__name__isnull" % field_name: False},
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).order_by("%s__ord" % field_name)
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expected = [objs[4], objs[2], objs[3], objs[1], objs[0]]
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if mariadb or connection.vendor == "oracle":
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# MariaDB and Oracle return JSON values as strings.
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expected = [objs[2], objs[4], objs[3], objs[1], objs[0]]
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self.assertSequenceEqual(query, expected)
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def test_ordering_grouping_by_key_transform(self):
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base_qs = NullableJSONModel.objects.filter(value__d__0__isnull=False)
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for qs in (
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base_qs.order_by("value__d__0"),
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base_qs.annotate(
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key=KeyTransform("0", KeyTransform("d", "value"))
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).order_by("key"),
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):
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self.assertSequenceEqual(qs, [self.objs[4]])
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none_val = "" if connection.features.interprets_empty_strings_as_nulls else None
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qs = NullableJSONModel.objects.filter(value__isnull=False)
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self.assertQuerysetEqual(
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qs.filter(value__isnull=False)
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.annotate(
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key=KeyTextTransform(
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"f", KeyTransform("1", KeyTransform("d", "value"))
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),
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)
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.values("key")
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.annotate(count=Count("key"))
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.order_by("count"),
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[(none_val, 0), ("g", 1)],
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operator.itemgetter("key", "count"),
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)
|
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|
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def test_ordering_grouping_by_count(self):
|
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qs = (
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NullableJSONModel.objects.filter(
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value__isnull=False,
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)
|
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.values("value__d__0")
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.annotate(count=Count("value__d__0"))
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.order_by("count")
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)
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self.assertQuerysetEqual(qs, [0, 1], operator.itemgetter("count"))
|
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|
|
def test_order_grouping_custom_decoder(self):
|
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NullableJSONModel.objects.create(value_custom={"a": "b"})
|
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qs = NullableJSONModel.objects.filter(value_custom__isnull=False)
|
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self.assertSequenceEqual(
|
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qs.values(
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"value_custom__a",
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)
|
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.annotate(
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count=Count("id"),
|
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)
|
|
.order_by("value_custom__a"),
|
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[{"value_custom__a": "b", "count": 1}],
|
|
)
|
|
|
|
def test_key_transform_raw_expression(self):
|
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expr = RawSQL(self.raw_sql, ['{"x": "bar"}'])
|
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self.assertSequenceEqual(
|
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NullableJSONModel.objects.filter(value__foo=KeyTransform("x", expr)),
|
|
[self.objs[7]],
|
|
)
|
|
|
|
def test_nested_key_transform_raw_expression(self):
|
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expr = RawSQL(self.raw_sql, ['{"x": {"y": "bar"}}'])
|
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self.assertSequenceEqual(
|
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NullableJSONModel.objects.filter(
|
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value__foo=KeyTransform("y", KeyTransform("x", expr))
|
|
),
|
|
[self.objs[7]],
|
|
)
|
|
|
|
def test_key_transform_expression(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__0__isnull=False)
|
|
.annotate(
|
|
key=KeyTransform("d", "value"),
|
|
chain=KeyTransform("0", "key"),
|
|
expr=KeyTransform("0", Cast("key", models.JSONField())),
|
|
)
|
|
.filter(chain=F("expr")),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_key_transform_annotation_expression(self):
|
|
obj = NullableJSONModel.objects.create(value={"d": ["e", "e"]})
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__0__isnull=False)
|
|
.annotate(
|
|
key=F("value__d"),
|
|
chain=F("key__0"),
|
|
expr=Cast("key", models.JSONField()),
|
|
)
|
|
.filter(chain=F("expr__1")),
|
|
[obj],
|
|
)
|
|
|
|
def test_nested_key_transform_expression(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__0__isnull=False)
|
|
.annotate(
|
|
key=KeyTransform("d", "value"),
|
|
chain=KeyTransform("f", KeyTransform("1", "key")),
|
|
expr=KeyTransform(
|
|
"f", KeyTransform("1", Cast("key", models.JSONField()))
|
|
),
|
|
)
|
|
.filter(chain=F("expr")),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_nested_key_transform_annotation_expression(self):
|
|
obj = NullableJSONModel.objects.create(
|
|
value={"d": ["e", {"f": "g"}, {"f": "g"}]},
|
|
)
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__0__isnull=False)
|
|
.annotate(
|
|
key=F("value__d"),
|
|
chain=F("key__1__f"),
|
|
expr=Cast("key", models.JSONField()),
|
|
)
|
|
.filter(chain=F("expr__2__f")),
|
|
[obj],
|
|
)
|
|
|
|
def test_nested_key_transform_on_subquery(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__0__isnull=False)
|
|
.annotate(
|
|
subquery_value=Subquery(
|
|
NullableJSONModel.objects.filter(pk=OuterRef("pk")).values("value")
|
|
),
|
|
key=KeyTransform("d", "subquery_value"),
|
|
chain=KeyTransform("f", KeyTransform("1", "key")),
|
|
)
|
|
.filter(chain="g"),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_key_text_transform_char_lookup(self):
|
|
qs = NullableJSONModel.objects.annotate(
|
|
char_value=KeyTextTransform("foo", "value"),
|
|
).filter(char_value__startswith="bar")
|
|
self.assertSequenceEqual(qs, [self.objs[7]])
|
|
|
|
qs = NullableJSONModel.objects.annotate(
|
|
char_value=KeyTextTransform(1, KeyTextTransform("bar", "value")),
|
|
).filter(char_value__startswith="bar")
|
|
self.assertSequenceEqual(qs, [self.objs[7]])
|
|
|
|
def test_expression_wrapper_key_transform(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.annotate(
|
|
expr=ExpressionWrapper(
|
|
KeyTransform("c", "value"),
|
|
output_field=IntegerField(),
|
|
),
|
|
).filter(expr__isnull=False),
|
|
self.objs[3:5],
|
|
)
|
|
|
|
def test_has_key(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__has_key="a"),
|
|
[self.objs[3], self.objs[4]],
|
|
)
|
|
|
|
def test_has_key_null_value(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__has_key="j"),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_has_key_deep(self):
|
|
tests = [
|
|
(Q(value__baz__has_key="a"), self.objs[7]),
|
|
(
|
|
Q(value__has_key=KeyTransform("a", KeyTransform("baz", "value"))),
|
|
self.objs[7],
|
|
),
|
|
(Q(value__has_key=F("value__baz__a")), self.objs[7]),
|
|
(
|
|
Q(value__has_key=KeyTransform("c", KeyTransform("baz", "value"))),
|
|
self.objs[7],
|
|
),
|
|
(Q(value__has_key=F("value__baz__c")), self.objs[7]),
|
|
(Q(value__d__1__has_key="f"), self.objs[4]),
|
|
(
|
|
Q(
|
|
value__has_key=KeyTransform(
|
|
"f", KeyTransform("1", KeyTransform("d", "value"))
|
|
)
|
|
),
|
|
self.objs[4],
|
|
),
|
|
(Q(value__has_key=F("value__d__1__f")), self.objs[4]),
|
|
]
|
|
for condition, expected in tests:
|
|
with self.subTest(condition=condition):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(condition),
|
|
[expected],
|
|
)
|
|
|
|
def test_has_key_list(self):
|
|
obj = NullableJSONModel.objects.create(value=[{"a": 1}, {"b": "x"}])
|
|
tests = [
|
|
Q(value__1__has_key="b"),
|
|
Q(value__has_key=KeyTransform("b", KeyTransform(1, "value"))),
|
|
Q(value__has_key=KeyTransform("b", KeyTransform("1", "value"))),
|
|
Q(value__has_key=F("value__1__b")),
|
|
]
|
|
for condition in tests:
|
|
with self.subTest(condition=condition):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(condition),
|
|
[obj],
|
|
)
|
|
|
|
def test_has_keys(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__has_keys=["a", "c", "h"]),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_has_any_keys(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__has_any_keys=["c", "l"]),
|
|
[self.objs[3], self.objs[4], self.objs[6]],
|
|
)
|
|
|
|
def test_has_key_number(self):
|
|
obj = NullableJSONModel.objects.create(
|
|
value={
|
|
"123": "value",
|
|
"nested": {"456": "bar", "lorem": "abc", "999": True},
|
|
"array": [{"789": "baz", "777": "def", "ipsum": 200}],
|
|
"000": "val",
|
|
}
|
|
)
|
|
tests = [
|
|
Q(value__has_key="123"),
|
|
Q(value__nested__has_key="456"),
|
|
Q(value__array__0__has_key="789"),
|
|
Q(value__has_keys=["nested", "123", "array", "000"]),
|
|
Q(value__nested__has_keys=["lorem", "999", "456"]),
|
|
Q(value__array__0__has_keys=["789", "ipsum", "777"]),
|
|
Q(value__has_any_keys=["000", "nonexistent"]),
|
|
Q(value__nested__has_any_keys=["999", "nonexistent"]),
|
|
Q(value__array__0__has_any_keys=["777", "nonexistent"]),
|
|
]
|
|
for condition in tests:
|
|
with self.subTest(condition=condition):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(condition),
|
|
[obj],
|
|
)
|
|
|
|
@skipUnlessDBFeature("supports_json_field_contains")
|
|
def test_contains(self):
|
|
tests = [
|
|
({}, self.objs[2:5] + self.objs[6:8]),
|
|
({"baz": {"a": "b", "c": "d"}}, [self.objs[7]]),
|
|
({"baz": {"a": "b"}}, [self.objs[7]]),
|
|
({"baz": {"c": "d"}}, [self.objs[7]]),
|
|
({"k": True, "l": False}, [self.objs[6]]),
|
|
({"d": ["e", {"f": "g"}]}, [self.objs[4]]),
|
|
({"d": ["e"]}, [self.objs[4]]),
|
|
({"d": [{"f": "g"}]}, [self.objs[4]]),
|
|
([1, [2]], [self.objs[5]]),
|
|
([1], [self.objs[5]]),
|
|
([[2]], [self.objs[5]]),
|
|
({"n": [None, True, False]}, [self.objs[4]]),
|
|
({"j": None}, [self.objs[4]]),
|
|
]
|
|
for value, expected in tests:
|
|
with self.subTest(value=value):
|
|
qs = NullableJSONModel.objects.filter(value__contains=value)
|
|
self.assertCountEqual(qs, expected)
|
|
|
|
@skipIfDBFeature("supports_json_field_contains")
|
|
def test_contains_unsupported(self):
|
|
msg = "contains lookup is not supported on this database backend."
|
|
with self.assertRaisesMessage(NotSupportedError, msg):
|
|
NullableJSONModel.objects.filter(
|
|
value__contains={"baz": {"a": "b", "c": "d"}},
|
|
).get()
|
|
|
|
@skipUnlessDBFeature(
|
|
"supports_primitives_in_json_field",
|
|
"supports_json_field_contains",
|
|
)
|
|
def test_contains_primitives(self):
|
|
for value in self.primitives:
|
|
with self.subTest(value=value):
|
|
qs = NullableJSONModel.objects.filter(value__contains=value)
|
|
self.assertIs(qs.exists(), True)
|
|
|
|
@skipUnlessDBFeature("supports_json_field_contains")
|
|
def test_contained_by(self):
|
|
qs = NullableJSONModel.objects.filter(
|
|
value__contained_by={"a": "b", "c": 14, "h": True}
|
|
)
|
|
self.assertCountEqual(qs, self.objs[2:4])
|
|
|
|
@skipIfDBFeature("supports_json_field_contains")
|
|
def test_contained_by_unsupported(self):
|
|
msg = "contained_by lookup is not supported on this database backend."
|
|
with self.assertRaisesMessage(NotSupportedError, msg):
|
|
NullableJSONModel.objects.filter(value__contained_by={"a": "b"}).get()
|
|
|
|
def test_deep_values(self):
|
|
qs = NullableJSONModel.objects.values_list("value__k__l").order_by("pk")
|
|
expected_objs = [(None,)] * len(self.objs)
|
|
expected_objs[4] = ("m",)
|
|
self.assertSequenceEqual(qs, expected_objs)
|
|
|
|
@skipUnlessDBFeature("can_distinct_on_fields")
|
|
def test_deep_distinct(self):
|
|
query = NullableJSONModel.objects.distinct("value__k__l").values_list(
|
|
"value__k__l"
|
|
)
|
|
self.assertSequenceEqual(query, [("m",), (None,)])
|
|
|
|
def test_isnull_key(self):
|
|
# key__isnull=False works the same as has_key='key'.
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__a__isnull=True),
|
|
self.objs[:3] + self.objs[5:],
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__j__isnull=True),
|
|
self.objs[:4] + self.objs[5:],
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__a__isnull=False),
|
|
[self.objs[3], self.objs[4]],
|
|
)
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__j__isnull=False),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_isnull_key_or_none(self):
|
|
obj = NullableJSONModel.objects.create(value={"a": None})
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(
|
|
Q(value__a__isnull=True) | Q(value__a=None)
|
|
),
|
|
self.objs[:3] + self.objs[5:] + [obj],
|
|
)
|
|
|
|
def test_none_key(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__j=None),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_none_key_exclude(self):
|
|
obj = NullableJSONModel.objects.create(value={"j": 1})
|
|
if connection.vendor == "oracle":
|
|
# Oracle supports filtering JSON objects with NULL keys, but the
|
|
# current implementation doesn't support it.
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.exclude(value__j=None),
|
|
self.objs[1:4] + self.objs[5:] + [obj],
|
|
)
|
|
else:
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.exclude(value__j=None), [obj]
|
|
)
|
|
|
|
def test_shallow_list_lookup(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__0=1),
|
|
[self.objs[5]],
|
|
)
|
|
|
|
def test_shallow_obj_lookup(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__a="b"),
|
|
[self.objs[3], self.objs[4]],
|
|
)
|
|
|
|
def test_obj_subquery_lookup(self):
|
|
qs = NullableJSONModel.objects.annotate(
|
|
field=Subquery(
|
|
NullableJSONModel.objects.filter(pk=OuterRef("pk")).values("value")
|
|
),
|
|
).filter(field__a="b")
|
|
self.assertCountEqual(qs, [self.objs[3], self.objs[4]])
|
|
|
|
def test_deep_lookup_objs(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__k__l="m"),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_shallow_lookup_obj_target(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__k={"l": "m"}),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_deep_lookup_array(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__1__0=2),
|
|
[self.objs[5]],
|
|
)
|
|
|
|
def test_deep_lookup_mixed(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__d__1__f="g"),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_deep_lookup_transform(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__c__gt=2),
|
|
[self.objs[3], self.objs[4]],
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(value__c__gt=2.33),
|
|
[self.objs[3], self.objs[4]],
|
|
)
|
|
self.assertIs(NullableJSONModel.objects.filter(value__c__lt=5).exists(), False)
|
|
|
|
def test_lookup_exclude(self):
|
|
tests = [
|
|
(Q(value__a="b"), [self.objs[0]]),
|
|
(Q(value__foo="bax"), [self.objs[0], self.objs[7]]),
|
|
]
|
|
for condition, expected in tests:
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.exclude(condition),
|
|
expected,
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(~condition),
|
|
expected,
|
|
)
|
|
|
|
def test_lookup_exclude_nonexistent_key(self):
|
|
# Values without the key are ignored.
|
|
condition = Q(value__foo="bax")
|
|
objs_with_value = [self.objs[6]]
|
|
objs_with_different_value = [self.objs[0], self.objs[7]]
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.exclude(condition),
|
|
objs_with_different_value,
|
|
)
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.exclude(~condition),
|
|
objs_with_value,
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(condition | ~condition),
|
|
objs_with_value + objs_with_different_value,
|
|
)
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.exclude(condition & ~condition),
|
|
objs_with_value + objs_with_different_value,
|
|
)
|
|
# Add the __isnull lookup to get an exhaustive set.
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.exclude(condition & Q(value__foo__isnull=False)),
|
|
self.objs[0:6] + self.objs[7:],
|
|
)
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(condition & Q(value__foo__isnull=False)),
|
|
objs_with_value,
|
|
)
|
|
|
|
def test_usage_in_subquery(self):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(
|
|
id__in=NullableJSONModel.objects.filter(value__c=14),
|
|
),
|
|
self.objs[3:5],
|
|
)
|
|
|
|
@skipUnlessDBFeature("supports_json_field_contains")
|
|
def test_array_key_contains(self):
|
|
tests = [
|
|
([], [self.objs[7]]),
|
|
("bar", [self.objs[7]]),
|
|
(["bar"], [self.objs[7]]),
|
|
("ar", []),
|
|
]
|
|
for value, expected in tests:
|
|
with self.subTest(value=value):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__bar__contains=value),
|
|
expected,
|
|
)
|
|
|
|
def test_key_iexact(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__iexact="BaR").exists(), True
|
|
)
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__iexact='"BaR"').exists(), False
|
|
)
|
|
|
|
def test_key_in(self):
|
|
tests = [
|
|
("value__c__in", [14], self.objs[3:5]),
|
|
("value__c__in", [14, 15], self.objs[3:5]),
|
|
("value__0__in", [1], [self.objs[5]]),
|
|
("value__0__in", [1, 3], [self.objs[5]]),
|
|
("value__foo__in", ["bar"], [self.objs[7]]),
|
|
(
|
|
"value__foo__in",
|
|
[KeyTransform("foo", KeyTransform("bax", "value"))],
|
|
[self.objs[7]],
|
|
),
|
|
("value__foo__in", [F("value__bax__foo")], [self.objs[7]]),
|
|
(
|
|
"value__foo__in",
|
|
[KeyTransform("foo", KeyTransform("bax", "value")), "baz"],
|
|
[self.objs[7]],
|
|
),
|
|
("value__foo__in", [F("value__bax__foo"), "baz"], [self.objs[7]]),
|
|
("value__foo__in", ["bar", "baz"], [self.objs[7]]),
|
|
("value__bar__in", [["foo", "bar"]], [self.objs[7]]),
|
|
("value__bar__in", [["foo", "bar"], ["a"]], [self.objs[7]]),
|
|
("value__bax__in", [{"foo": "bar"}, {"a": "b"}], [self.objs[7]]),
|
|
("value__h__in", [True, "foo"], [self.objs[4]]),
|
|
("value__i__in", [False, "foo"], [self.objs[4]]),
|
|
]
|
|
for lookup, value, expected in tests:
|
|
with self.subTest(lookup=lookup, value=value):
|
|
self.assertCountEqual(
|
|
NullableJSONModel.objects.filter(**{lookup: value}),
|
|
expected,
|
|
)
|
|
|
|
def test_key_values(self):
|
|
qs = NullableJSONModel.objects.filter(value__h=True)
|
|
tests = [
|
|
("value__a", "b"),
|
|
("value__c", 14),
|
|
("value__d", ["e", {"f": "g"}]),
|
|
("value__h", True),
|
|
("value__i", False),
|
|
("value__j", None),
|
|
("value__k", {"l": "m"}),
|
|
("value__n", [None, True, False]),
|
|
("value__p", 4.2),
|
|
("value__r", {"s": True, "t": False}),
|
|
]
|
|
for lookup, expected in tests:
|
|
with self.subTest(lookup=lookup):
|
|
self.assertEqual(qs.values_list(lookup, flat=True).get(), expected)
|
|
|
|
def test_key_values_boolean(self):
|
|
qs = NullableJSONModel.objects.filter(value__h=True, value__i=False)
|
|
tests = [
|
|
("value__h", True),
|
|
("value__i", False),
|
|
]
|
|
for lookup, expected in tests:
|
|
with self.subTest(lookup=lookup):
|
|
self.assertIs(qs.values_list(lookup, flat=True).get(), expected)
|
|
|
|
@skipUnlessDBFeature("supports_json_field_contains")
|
|
def test_key_contains(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__contains="ar").exists(), False
|
|
)
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__contains="bar").exists(), True
|
|
)
|
|
|
|
def test_key_icontains(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__icontains="Ar").exists(), True
|
|
)
|
|
|
|
def test_key_startswith(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__startswith="b").exists(), True
|
|
)
|
|
|
|
def test_key_istartswith(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__istartswith="B").exists(), True
|
|
)
|
|
|
|
def test_key_endswith(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__endswith="r").exists(), True
|
|
)
|
|
|
|
def test_key_iendswith(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__iendswith="R").exists(), True
|
|
)
|
|
|
|
def test_key_regex(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__regex=r"^bar$").exists(), True
|
|
)
|
|
|
|
def test_key_iregex(self):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(value__foo__iregex=r"^bAr$").exists(), True
|
|
)
|
|
|
|
def test_key_quoted_string(self):
|
|
self.assertEqual(
|
|
NullableJSONModel.objects.filter(value__o='"quoted"').get(),
|
|
self.objs[4],
|
|
)
|
|
|
|
@skipUnlessDBFeature("has_json_operators")
|
|
def test_key_sql_injection(self):
|
|
with CaptureQueriesContext(connection) as queries:
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(
|
|
**{
|
|
"""value__test' = '"a"') OR 1 = 1 OR ('d""": "x",
|
|
}
|
|
).exists(),
|
|
False,
|
|
)
|
|
self.assertIn(
|
|
"""."value" -> 'test'' = ''"a"'') OR 1 = 1 OR (''d') = '"x"' """,
|
|
queries[0]["sql"],
|
|
)
|
|
|
|
@skipIfDBFeature("has_json_operators")
|
|
def test_key_sql_injection_escape(self):
|
|
query = str(
|
|
JSONModel.objects.filter(
|
|
**{
|
|
"""value__test") = '"a"' OR 1 = 1 OR ("d""": "x",
|
|
}
|
|
).query
|
|
)
|
|
self.assertIn('"test\\"', query)
|
|
self.assertIn('\\"d', query)
|
|
|
|
def test_key_escape(self):
|
|
obj = NullableJSONModel.objects.create(value={"%total": 10})
|
|
self.assertEqual(
|
|
NullableJSONModel.objects.filter(**{"value__%total": 10}).get(), obj
|
|
)
|
|
|
|
def test_none_key_and_exact_lookup(self):
|
|
self.assertSequenceEqual(
|
|
NullableJSONModel.objects.filter(value__a="b", value__j=None),
|
|
[self.objs[4]],
|
|
)
|
|
|
|
def test_lookups_with_key_transform(self):
|
|
tests = (
|
|
("value__baz__has_key", "c"),
|
|
("value__baz__has_keys", ["a", "c"]),
|
|
("value__baz__has_any_keys", ["a", "x"]),
|
|
("value__has_key", KeyTextTransform("foo", "value")),
|
|
)
|
|
for lookup, value in tests:
|
|
with self.subTest(lookup=lookup):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(
|
|
**{lookup: value},
|
|
).exists(),
|
|
True,
|
|
)
|
|
|
|
@skipUnlessDBFeature("supports_json_field_contains")
|
|
def test_contains_contained_by_with_key_transform(self):
|
|
tests = [
|
|
("value__d__contains", "e"),
|
|
("value__d__contains", [{"f": "g"}]),
|
|
("value__contains", KeyTransform("bax", "value")),
|
|
("value__contains", F("value__bax")),
|
|
("value__baz__contains", {"a": "b"}),
|
|
("value__baz__contained_by", {"a": "b", "c": "d", "e": "f"}),
|
|
(
|
|
"value__contained_by",
|
|
KeyTransform(
|
|
"x",
|
|
RawSQL(
|
|
self.raw_sql,
|
|
['{"x": {"a": "b", "c": 1, "d": "e"}}'],
|
|
),
|
|
),
|
|
),
|
|
]
|
|
# For databases where {'f': 'g'} (without surrounding []) matches
|
|
# [{'f': 'g'}].
|
|
if not connection.features.json_key_contains_list_matching_requires_list:
|
|
tests.append(("value__d__contains", {"f": "g"}))
|
|
for lookup, value in tests:
|
|
with self.subTest(lookup=lookup, value=value):
|
|
self.assertIs(
|
|
NullableJSONModel.objects.filter(
|
|
**{lookup: value},
|
|
).exists(),
|
|
True,
|
|
)
|
|
|
|
def test_join_key_transform_annotation_expression(self):
|
|
related_obj = RelatedJSONModel.objects.create(
|
|
value={"d": ["f", "e"]},
|
|
json_model=self.objs[4],
|
|
)
|
|
RelatedJSONModel.objects.create(
|
|
value={"d": ["e", "f"]},
|
|
json_model=self.objs[4],
|
|
)
|
|
self.assertSequenceEqual(
|
|
RelatedJSONModel.objects.annotate(
|
|
key=F("value__d"),
|
|
related_key=F("json_model__value__d"),
|
|
chain=F("key__1"),
|
|
expr=Cast("key", models.JSONField()),
|
|
).filter(chain=F("related_key__0")),
|
|
[related_obj],
|
|
)
|