import datetime import math import os import re import uuid import warnings from decimal import ROUND_DOWN, ROUND_UP, Decimal from enum import auto from unittest.mock import patch from zoneinfo import ZoneInfo import pytest try: import pytz except ImportError: pytz = None from django.core.exceptions import ValidationError as DjangoValidationError from django.db.models import IntegerChoices, TextChoices from django.http import QueryDict from django.test import TestCase, override_settings from django.utils.timezone import activate, deactivate, override import rest_framework from rest_framework import exceptions, serializers from rest_framework.fields import ( BuiltinSignatureError, DjangoImageField, SkipField, empty, is_simple_callable ) from tests.models import UUIDForeignKeyTarget utc = datetime.timezone.utc # Tests for helper functions. # --------------------------- class TestIsSimpleCallable: def test_method(self): class Foo: @classmethod def classmethod(cls): pass def valid(self): pass def valid_kwargs(self, param="value"): pass def valid_vargs_kwargs(self, *args, **kwargs): pass def invalid(self, param): pass assert is_simple_callable(Foo.classmethod) # unbound methods assert not is_simple_callable(Foo.valid) assert not is_simple_callable(Foo.valid_kwargs) assert not is_simple_callable(Foo.valid_vargs_kwargs) assert not is_simple_callable(Foo.invalid) # bound methods assert is_simple_callable(Foo().valid) assert is_simple_callable(Foo().valid_kwargs) assert is_simple_callable(Foo().valid_vargs_kwargs) assert not is_simple_callable(Foo().invalid) def test_function(self): def simple(): pass def valid(param="value", param2="value"): pass def valid_vargs_kwargs(*args, **kwargs): pass def invalid(param, param2="value"): pass assert is_simple_callable(simple) assert is_simple_callable(valid) assert is_simple_callable(valid_vargs_kwargs) assert not is_simple_callable(invalid) @pytest.mark.parametrize("obj", (True, None, "str", b"bytes", 123, 1.23)) def test_not_callable(self, obj): assert not is_simple_callable(obj) def test_4602_regression(self): from django.db import models class ChoiceModel(models.Model): choice_field = models.CharField( max_length=1, default="a", choices=(("a", "A"), ("b", "B")), ) class Meta: app_label = "tests" assert is_simple_callable(ChoiceModel().get_choice_field_display) def test_builtin_function(self): # Built-in function signatures are not easily inspectable, so the # current expectation is to just raise a helpful error message. timestamp = datetime.datetime.now() with pytest.raises(BuiltinSignatureError) as exc_info: is_simple_callable(timestamp.date) assert str(exc_info.value) == ( "Built-in function signatures are not inspectable. Wrap the " "function call in a simple, pure Python function." ) def test_type_annotation(self): # The annotation will otherwise raise a syntax error in python < 3.5 locals = {} exec("def valid(param: str='value'): pass", locals) valid = locals["valid"] assert is_simple_callable(valid) # Tests for field keyword arguments and core functionality. # --------------------------------------------------------- class TestEmpty: """ Tests for `required`, `allow_null`, `allow_blank`, `default`. """ def test_required(self): """ By default a field must be included in the input. """ field = serializers.IntegerField() with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation() assert exc_info.value.detail == ["This field is required."] def test_not_required(self): """ If `required=False` then a field may be omitted from the input. """ field = serializers.IntegerField(required=False) with pytest.raises(serializers.SkipField): field.run_validation() def test_disallow_null(self): """ By default `None` is not a valid input. """ field = serializers.IntegerField() with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(None) assert exc_info.value.detail == ["This field may not be null."] def test_allow_null(self): """ If `allow_null=True` then `None` is a valid input. """ field = serializers.IntegerField(allow_null=True) output = field.run_validation(None) assert output is None def test_disallow_blank(self): """ By default '' is not a valid input. """ field = serializers.CharField() with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation("") assert exc_info.value.detail == ["This field may not be blank."] def test_allow_blank(self): """ If `allow_blank=True` then '' is a valid input. """ field = serializers.CharField(allow_blank=True) output = field.run_validation("") assert output == "" def test_default(self): """ If `default` is set, then omitted values get the default input. """ field = serializers.IntegerField(default=123) output = field.run_validation() assert output == 123 class TestSource: def test_source(self): class ExampleSerializer(serializers.Serializer): example_field = serializers.CharField(source="other") serializer = ExampleSerializer(data={"example_field": "abc"}) assert serializer.is_valid() assert serializer.validated_data == {"other": "abc"} def test_redundant_source(self): class ExampleSerializer(serializers.Serializer): example_field = serializers.CharField(source="example_field") with pytest.raises(AssertionError) as exc_info: ExampleSerializer().fields assert str(exc_info.value) == ( "It is redundant to specify `source='example_field'` on field " "'CharField' in serializer 'ExampleSerializer', because it is the " "same as the field name. Remove the `source` keyword argument." ) def test_callable_source(self): class ExampleSerializer(serializers.Serializer): example_field = serializers.CharField(source="example_callable") class ExampleInstance: def example_callable(self): return "example callable value" serializer = ExampleSerializer(ExampleInstance()) assert serializer.data["example_field"] == "example callable value" def test_callable_source_raises(self): class ExampleSerializer(serializers.Serializer): example_field = serializers.CharField( source="example_callable", read_only=True ) class ExampleInstance: def example_callable(self): raise AttributeError("method call failed") with pytest.raises(ValueError) as exc_info: serializer = ExampleSerializer(ExampleInstance()) serializer.data.items() assert "method call failed" in str(exc_info.value) def test_builtin_callable_source_raises(self): class BuiltinSerializer(serializers.Serializer): date = serializers.ReadOnlyField(source="timestamp.date") with pytest.raises(BuiltinSignatureError) as exc_info: BuiltinSerializer({"timestamp": datetime.datetime.now()}).data assert str(exc_info.value) == ( "Field source for `BuiltinSerializer.date` maps to a built-in " "function type and is invalid. Define a property or method on " "the `dict` instance that wraps the call to the built-in function." ) class TestReadOnly: def setup_method(self): class TestSerializer(serializers.Serializer): read_only = serializers.ReadOnlyField(default="789") writable = serializers.IntegerField() self.Serializer = TestSerializer def test_writable_fields(self): """ Read-only fields should not be writable, even with default () """ serializer = self.Serializer() assert len(list(serializer._writable_fields)) == 1 def test_validate_read_only(self): """ Read-only serializers.should not be included in validation. """ data = {"read_only": 123, "writable": 456} serializer = self.Serializer(data=data) assert serializer.is_valid() assert serializer.validated_data == {"writable": 456} def test_serialize_read_only(self): """ Read-only serializers.should be serialized. """ instance = {"read_only": 123, "writable": 456} serializer = self.Serializer(instance) assert serializer.data == {"read_only": 123, "writable": 456} class TestWriteOnly: def setup_method(self): class TestSerializer(serializers.Serializer): write_only = serializers.IntegerField(write_only=True) readable = serializers.IntegerField() self.Serializer = TestSerializer def test_validate_write_only(self): """ Write-only serializers.should be included in validation. """ data = {"write_only": 123, "readable": 456} serializer = self.Serializer(data=data) assert serializer.is_valid() assert serializer.validated_data == {"write_only": 123, "readable": 456} def test_serialize_write_only(self): """ Write-only serializers.should not be serialized. """ instance = {"write_only": 123, "readable": 456} serializer = self.Serializer(instance) assert serializer.data == {"readable": 456} class TestInitial: def setup_method(self): class TestSerializer(serializers.Serializer): initial_field = serializers.IntegerField(initial=123) blank_field = serializers.IntegerField() self.serializer = TestSerializer() def test_initial(self): """ Initial values should be included when serializing a new representation. """ assert self.serializer.data == {"initial_field": 123, "blank_field": None} class TestInitialWithCallable: def setup_method(self): def initial_value(): return 123 class TestSerializer(serializers.Serializer): initial_field = serializers.IntegerField(initial=initial_value) self.serializer = TestSerializer() def test_initial_should_accept_callable(self): """ Follows the default ``Field.initial`` behaviour where they accept a callable to produce the initial value""" assert self.serializer.data == { "initial_field": 123, } class TestLabel: def setup_method(self): class TestSerializer(serializers.Serializer): labeled = serializers.IntegerField(label="My label") self.serializer = TestSerializer() def test_label(self): """ A field's label may be set with the `label` argument. """ fields = self.serializer.fields assert fields["labeled"].label == "My label" class TestInvalidErrorKey: def setup_method(self): class ExampleField(serializers.Field): def to_native(self, data): self.fail("incorrect") self.field = ExampleField() def test_invalid_error_key(self): """ If a field raises a validation error, but does not have a corresponding error message, then raise an appropriate assertion error. """ with pytest.raises(AssertionError) as exc_info: self.field.to_native(123) expected = ( "ValidationError raised by `ExampleField`, but error key " "`incorrect` does not exist in the `error_messages` dictionary." ) assert str(exc_info.value) == expected class TestBooleanHTMLInput: def test_empty_html_checkbox(self): """ HTML checkboxes do not send any value, but should be treated as `False` by BooleanField if allow_null=False. """ class TestSerializer(serializers.Serializer): archived = serializers.BooleanField() serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {"archived": False} def test_empty_html_checkbox_not_required(self): """ HTML checkboxes do not send any value, but should be treated as `False` by BooleanField when the field is required=False and allow_null=False. """ class TestSerializer(serializers.Serializer): archived = serializers.BooleanField(required=False) serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {"archived": False} def test_empty_html_checkbox_allow_null(self): """ HTML checkboxes do not send any value and should be treated as `None` by BooleanField if allow_null is True. """ class TestSerializer(serializers.Serializer): archived = serializers.BooleanField(allow_null=True) serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {"archived": None} def test_empty_html_checkbox_allow_null_with_default(self): """ BooleanField should respect default if set and still allow setting null values. """ class TestSerializer(serializers.Serializer): archived = serializers.BooleanField(allow_null=True, default=True) serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {"archived": True} serializer = TestSerializer(data=QueryDict("archived=")) assert serializer.is_valid() assert serializer.validated_data == {"archived": None} class TestHTMLInput: def test_empty_html_charfield_with_default(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(default="happy") serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {"message": "happy"} def test_empty_html_charfield_without_default(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(allow_blank=True) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert serializer.validated_data == {"message": ""} def test_empty_html_charfield_without_default_not_required(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(allow_blank=True, required=False) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert serializer.validated_data == {"message": ""} def test_empty_html_integerfield(self): class TestSerializer(serializers.Serializer): message = serializers.IntegerField(default=123) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert serializer.validated_data == {"message": 123} def test_empty_html_uuidfield_with_default(self): class TestSerializer(serializers.Serializer): message = serializers.UUIDField(default=uuid.uuid4) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert list(serializer.validated_data) == ["message"] def test_empty_html_uuidfield_with_optional(self): class TestSerializer(serializers.Serializer): message = serializers.UUIDField(required=False) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert list(serializer.validated_data) == [] def test_empty_html_charfield_allow_null(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(allow_null=True) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert serializer.validated_data == {"message": None} def test_empty_html_datefield_allow_null(self): class TestSerializer(serializers.Serializer): expiry = serializers.DateField(allow_null=True) serializer = TestSerializer(data=QueryDict("expiry=")) assert serializer.is_valid() assert serializer.validated_data == {"expiry": None} def test_empty_html_charfield_allow_null_allow_blank(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(allow_null=True, allow_blank=True) serializer = TestSerializer(data=QueryDict("message=")) assert serializer.is_valid() assert serializer.validated_data == {"message": ""} def test_empty_html_charfield_required_false(self): class TestSerializer(serializers.Serializer): message = serializers.CharField(required=False) serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {} def test_querydict_list_input(self): class TestSerializer(serializers.Serializer): scores = serializers.ListField(child=serializers.IntegerField()) serializer = TestSerializer(data=QueryDict("scores=1&scores=3")) assert serializer.is_valid() assert serializer.validated_data == {"scores": [1, 3]} def test_querydict_list_input_only_one_input(self): class TestSerializer(serializers.Serializer): scores = serializers.ListField(child=serializers.IntegerField()) serializer = TestSerializer(data=QueryDict("scores=1&")) assert serializer.is_valid() assert serializer.validated_data == {"scores": [1]} def test_querydict_list_input_no_values_uses_default(self): """ When there are no values passed in, and default is set The field should return the default value """ class TestSerializer(serializers.Serializer): a = serializers.IntegerField(required=True) scores = serializers.ListField(default=lambda: [1, 3]) serializer = TestSerializer(data=QueryDict("a=1&")) assert serializer.is_valid() assert serializer.validated_data == {"a": 1, "scores": [1, 3]} def test_querydict_list_input_supports_indexed_keys(self): """ When data is passed in the format `scores[0]=1&scores[1]=3` The field should return the correct list, ignoring the default """ class TestSerializer(serializers.Serializer): scores = serializers.ListField(default=lambda: [1, 3]) serializer = TestSerializer(data=QueryDict("scores[0]=5&scores[1]=6")) assert serializer.is_valid() assert serializer.validated_data == {"scores": ["5", "6"]} def test_querydict_list_input_no_values_no_default_and_not_required(self): """ When there are no keys passed, there is no default, and required=False The field should be skipped """ class TestSerializer(serializers.Serializer): scores = serializers.ListField(required=False) serializer = TestSerializer(data=QueryDict("")) assert serializer.is_valid() assert serializer.validated_data == {} def test_querydict_list_input_posts_key_but_no_values(self): """ When there are no keys passed, there is no default, and required=False The field should return an array of 1 item, blank """ class TestSerializer(serializers.Serializer): scores = serializers.ListField(required=False) serializer = TestSerializer(data=QueryDict("scores=&")) assert serializer.is_valid() assert serializer.validated_data == {"scores": [""]} class TestCreateOnlyDefault: def setup_method(self): default = serializers.CreateOnlyDefault("2001-01-01") class TestSerializer(serializers.Serializer): published = serializers.HiddenField(default=default) text = serializers.CharField() self.Serializer = TestSerializer def test_create_only_default_is_provided(self): serializer = self.Serializer(data={"text": "example"}) assert serializer.is_valid() assert serializer.validated_data == { "text": "example", "published": "2001-01-01", } def test_create_only_default_is_not_provided_on_update(self): instance = {"text": "example", "published": "2001-01-01"} serializer = self.Serializer(instance, data={"text": "example"}) assert serializer.is_valid() assert serializer.validated_data == { "text": "example", } def test_create_only_default_callable_sets_context(self): """ CreateOnlyDefault instances with a callable default should set context on the callable if possible """ class TestCallableDefault: requires_context = True def __call__(self, field=None): return "success" if field is not None else "failure" class TestSerializer(serializers.Serializer): context_set = serializers.CharField( default=serializers.CreateOnlyDefault(TestCallableDefault()) ) serializer = TestSerializer(data={}) assert serializer.is_valid() assert serializer.validated_data["context_set"] == "success" class Test5087Regression: def test_parent_binding(self): parent = serializers.Serializer() field = serializers.CharField() assert field.root is field field.bind("name", parent) assert field.root is parent class TestTyping(TestCase): def test_field_is_subscriptable(self): assert serializers.Field is serializers.Field["foo"] # Tests for field input and output values. # ---------------------------------------- def get_items(mapping_or_list_of_two_tuples): # Tests accept either lists of two tuples, or dictionaries. if isinstance(mapping_or_list_of_two_tuples, dict): # {value: expected} return mapping_or_list_of_two_tuples.items() # [(value, expected), ...] return mapping_or_list_of_two_tuples class FieldValues: """ Base class for testing valid and invalid input values. """ def test_valid_inputs(self, *args): """ Ensure that valid values return the expected validated data. """ for input_value, expected_output in get_items(self.valid_inputs): assert ( self.field.run_validation(input_value) == expected_output ), f"input value: {repr(input_value)}" def test_invalid_inputs(self, *args): """ Ensure that invalid values raise the expected validation error. """ for input_value, expected_failure in get_items(self.invalid_inputs): with pytest.raises(serializers.ValidationError) as exc_info: self.field.run_validation(input_value) assert ( exc_info.value.detail == expected_failure ), f"input value: {repr(input_value)}" def test_outputs(self, *args): for output_value, expected_output in get_items(self.outputs): assert ( self.field.to_representation(output_value) == expected_output ), f"output value: {repr(output_value)}" # Boolean types... class TestBooleanField(FieldValues): """ Valid and invalid values for `BooleanField`. """ valid_inputs = { "True": True, "TRUE": True, "tRuE": True, "t": True, "T": True, "true": True, "on": True, "ON": True, "oN": True, "False": False, "FALSE": False, "fALse": False, "f": False, "F": False, "false": False, "off": False, "OFF": False, "oFf": False, "1": True, "0": False, 1: True, 0: False, True: True, False: False, } invalid_inputs = { "foo": ["Must be a valid boolean."], None: ["This field may not be null."], } outputs = { "True": True, "TRUE": True, "tRuE": True, "t": True, "T": True, "true": True, "on": True, "ON": True, "oN": True, "False": False, "FALSE": False, "fALse": False, "f": False, "F": False, "false": False, "off": False, "OFF": False, "oFf": False, "1": True, "0": False, 1: True, 0: False, True: True, False: False, "other": True, } field = serializers.BooleanField() def test_disallow_unhashable_collection_types(self): inputs = ( [], {}, ) field = self.field for input_value in inputs: with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(input_value) expected = ["Must be a valid boolean."] assert exc_info.value.detail == expected class TestNullableBooleanField(TestBooleanField): """ Valid and invalid values for `BooleanField` when `allow_null=True`. """ valid_inputs = { "true": True, "false": False, "null": None, True: True, False: False, None: None, } invalid_inputs = { "foo": ["Must be a valid boolean."], } outputs = { "true": True, "false": False, "null": None, True: True, False: False, None: None, "other": True, } field = serializers.BooleanField(allow_null=True) # String types... class TestCharField(FieldValues): """ Valid and invalid values for `CharField`. """ valid_inputs = {1: "1", "abc": "abc"} invalid_inputs = { (): ["Not a valid string."], True: ["Not a valid string."], "": ["This field may not be blank."], } outputs = {1: "1", "abc": "abc"} field = serializers.CharField() def test_trim_whitespace_default(self): field = serializers.CharField() assert field.to_internal_value(" abc ") == "abc" def test_trim_whitespace_disabled(self): field = serializers.CharField(trim_whitespace=False) assert field.to_internal_value(" abc ") == " abc " def test_disallow_blank_with_trim_whitespace(self): field = serializers.CharField(allow_blank=False, trim_whitespace=True) with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(" ") assert exc_info.value.detail == ["This field may not be blank."] def test_null_bytes(self): field = serializers.CharField() for value in ("\0", "foo\0", "\0foo", "foo\0foo"): with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(value) assert exc_info.value.detail == ["Null characters are not allowed."] def test_surrogate_characters(self): field = serializers.CharField() for code_point, expected_message in ( (0xD800, "Surrogate characters are not allowed: U+D800."), (0xDFFF, "Surrogate characters are not allowed: U+DFFF."), ): with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(chr(code_point)) assert exc_info.value.detail[0].code == "surrogate_characters_not_allowed" assert str(exc_info.value.detail[0]) == expected_message for code_point in (0xD800 - 1, 0xDFFF + 1): field.run_validation(chr(code_point)) def test_iterable_validators(self): """ Ensure `validators` parameter is compatible with reasonable iterables. """ value = "example" for validators in ([], (), set()): field = serializers.CharField(validators=validators) field.run_validation(value) def raise_exception(value): raise exceptions.ValidationError("Raised error") for validators in ([raise_exception], (raise_exception,), {raise_exception}): field = serializers.CharField(validators=validators) with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(value) assert exc_info.value.detail == ["Raised error"] class TestEmailField(FieldValues): """ Valid and invalid values for `EmailField`. """ valid_inputs = { "example@example.com": "example@example.com", " example@example.com ": "example@example.com", } invalid_inputs = {"examplecom": ["Enter a valid email address."]} outputs = {} field = serializers.EmailField() class TestRegexField(FieldValues): """ Valid and invalid values for `RegexField`. """ valid_inputs = { "a9": "a9", } invalid_inputs = {"A9": ["This value does not match the required pattern."]} outputs = {} field = serializers.RegexField(regex="[a-z][0-9]") class TestiCompiledRegexField(FieldValues): """ Valid and invalid values for `RegexField`. """ valid_inputs = { "a9": "a9", } invalid_inputs = {"A9": ["This value does not match the required pattern."]} outputs = {} field = serializers.RegexField(regex=re.compile("[a-z][0-9]")) class TestSlugField(FieldValues): """ Valid and invalid values for `SlugField`. """ valid_inputs = { "slug-99": "slug-99", } invalid_inputs = { "slug 99": [ 'Enter a valid "slug" consisting of letters, numbers, underscores or hyphens.' ] } outputs = {} field = serializers.SlugField() def test_allow_unicode_true(self): field = serializers.SlugField(allow_unicode=True) validation_error = False try: field.run_validation("slug-99-\u0420") except serializers.ValidationError: validation_error = True assert not validation_error class TestURLField(FieldValues): """ Valid and invalid values for `URLField`. """ valid_inputs = { "http://example.com": "http://example.com", } invalid_inputs = {"example.com": ["Enter a valid URL."]} outputs = {} field = serializers.URLField() class TestUUIDField(FieldValues): """ Valid and invalid values for `UUIDField`. """ valid_inputs = { "825d7aeb-05a9-45b5-a5b7-05df87923cda": uuid.UUID( "825d7aeb-05a9-45b5-a5b7-05df87923cda" ), "825d7aeb05a945b5a5b705df87923cda": uuid.UUID( "825d7aeb-05a9-45b5-a5b7-05df87923cda" ), "urn:uuid:213b7d9b-244f-410d-828c-dabce7a2615d": uuid.UUID( "213b7d9b-244f-410d-828c-dabce7a2615d" ), 284758210125106368185219588917561929842: uuid.UUID( "d63a6fb6-88d5-40c7-a91c-9edf73283072" ), } invalid_inputs = { "825d7aeb-05a9-45b5-a5b7": ["Must be a valid UUID."], (1, 2, 3): ["Must be a valid UUID."], } outputs = { uuid.UUID( "825d7aeb-05a9-45b5-a5b7-05df87923cda" ): "825d7aeb-05a9-45b5-a5b7-05df87923cda" } field = serializers.UUIDField() def _test_format(self, uuid_format, formatted_uuid_0): field = serializers.UUIDField(format=uuid_format) assert field.to_representation(uuid.UUID(int=0)) == formatted_uuid_0 assert field.to_internal_value(formatted_uuid_0) == uuid.UUID(int=0) def test_formats(self): self._test_format("int", 0) self._test_format("hex_verbose", "00000000-0000-0000-0000-000000000000") self._test_format("urn", "urn:uuid:00000000-0000-0000-0000-000000000000") self._test_format("hex", "0" * 32) class TestIPAddressField(FieldValues): """ Valid and invalid values for `IPAddressField` """ valid_inputs = { "127.0.0.1": "127.0.0.1", "192.168.33.255": "192.168.33.255", "2001:0db8:85a3:0042:1000:8a2e:0370:7334": "2001:db8:85a3:42:1000:8a2e:370:7334", "2001:cdba:0:0:0:0:3257:9652": "2001:cdba::3257:9652", "2001:cdba::3257:9652": "2001:cdba::3257:9652", } invalid_inputs = { "127001": ["Enter a valid IPv4 or IPv6 address."], "127.122.111.2231": ["Enter a valid IPv4 or IPv6 address."], "2001:::9652": ["Enter a valid IPv4 or IPv6 address."], "2001:0db8:85a3:0042:1000:8a2e:0370:73341": [ "Enter a valid IPv4 or IPv6 address." ], 1000: ["Enter a valid IPv4 or IPv6 address."], } outputs = {} field = serializers.IPAddressField() class TestIPv4AddressField(FieldValues): """ Valid and invalid values for `IPAddressField` """ valid_inputs = { "127.0.0.1": "127.0.0.1", "192.168.33.255": "192.168.33.255", } invalid_inputs = { "127001": ["Enter a valid IPv4 address."], "127.122.111.2231": ["Enter a valid IPv4 address."], } outputs = {} field = serializers.IPAddressField(protocol="IPv4") class TestIPv6AddressField(FieldValues): """ Valid and invalid values for `IPAddressField` """ valid_inputs = { "2001:0db8:85a3:0042:1000:8a2e:0370:7334": "2001:db8:85a3:42:1000:8a2e:370:7334", "2001:cdba:0:0:0:0:3257:9652": "2001:cdba::3257:9652", "2001:cdba::3257:9652": "2001:cdba::3257:9652", } invalid_inputs = { "2001:::9652": ["Enter a valid IPv4 or IPv6 address."], "2001:0db8:85a3:0042:1000:8a2e:0370:73341": [ "Enter a valid IPv4 or IPv6 address." ], } outputs = {} field = serializers.IPAddressField(protocol="IPv6") class TestFilePathField(FieldValues): """ Valid and invalid values for `FilePathField` """ valid_inputs = { __file__: __file__, } invalid_inputs = {"wrong_path": ['"wrong_path" is not a valid path choice.']} outputs = {} field = serializers.FilePathField(path=os.path.abspath(os.path.dirname(__file__))) # Number types... class TestIntegerField(FieldValues): """ Valid and invalid values for `IntegerField`. """ valid_inputs = {"1": 1, "0": 0, 1: 1, 0: 0, 1.0: 1, 0.0: 0, "1.0": 1} invalid_inputs = { 0.5: ["A valid integer is required."], "abc": ["A valid integer is required."], "0.5": ["A valid integer is required."], } outputs = {"1": 1, "0": 0, 1: 1, 0: 0, 1.0: 1, 0.0: 0} field = serializers.IntegerField() class TestMinMaxIntegerField(FieldValues): """ Valid and invalid values for `IntegerField` with min and max limits. """ valid_inputs = { "1": 1, "3": 3, 1: 1, 3: 3, } invalid_inputs = { 0: ["Ensure this value is greater than or equal to 1."], 4: ["Ensure this value is less than or equal to 3."], "0": ["Ensure this value is greater than or equal to 1."], "4": ["Ensure this value is less than or equal to 3."], } outputs = {} field = serializers.IntegerField(min_value=1, max_value=3) class TestFloatField(FieldValues): """ Valid and invalid values for `FloatField`. """ valid_inputs = { "1": 1.0, "0": 0.0, 1: 1.0, 0: 0.0, 1.0: 1.0, 0.0: 0.0, } invalid_inputs = {"abc": ["A valid number is required."]} outputs = { "1": 1.0, "0": 0.0, 1: 1.0, 0: 0.0, 1.0: 1.0, 0.0: 0.0, } field = serializers.FloatField() class TestMinMaxFloatField(FieldValues): """ Valid and invalid values for `FloatField` with min and max limits. """ valid_inputs = { "1": 1, "3": 3, 1: 1, 3: 3, 1.0: 1.0, 3.0: 3.0, } invalid_inputs = { 0.9: ["Ensure this value is greater than or equal to 1."], 3.1: ["Ensure this value is less than or equal to 3."], "0.0": ["Ensure this value is greater than or equal to 1."], "3.1": ["Ensure this value is less than or equal to 3."], } outputs = {} field = serializers.FloatField(min_value=1, max_value=3) class TestFloatFieldOverFlowError(TestCase): def test_overflow_error_float_field(self): field = serializers.FloatField() with pytest.raises(serializers.ValidationError) as exec_info: field.to_internal_value(data=math.factorial(171)) assert "Integer value too large to convert to float" in str( exec_info.value.detail ) class TestDecimalField(FieldValues): """ Valid and invalid values for `DecimalField`. """ valid_inputs = { "12.3": Decimal("12.3"), "0.1": Decimal("0.1"), 10: Decimal("10"), 0: Decimal("0"), 12.3: Decimal("12.3"), 0.1: Decimal("0.1"), "2E+1": Decimal("20"), } invalid_inputs = ( (None, ["This field may not be null."]), ("", ["A valid number is required."]), (" ", ["A valid number is required."]), ("abc", ["A valid number is required."]), (Decimal("Nan"), ["A valid number is required."]), (Decimal("Snan"), ["A valid number is required."]), (Decimal("Inf"), ["A valid number is required."]), ("12.345", ["Ensure that there are no more than 3 digits in total."]), (200000000000.0, ["Ensure that there are no more than 3 digits in total."]), ("0.01", ["Ensure that there are no more than 1 decimal places."]), ( 123, ["Ensure that there are no more than 2 digits before the decimal point."], ), ( "2E+2", ["Ensure that there are no more than 2 digits before the decimal point."], ), ) outputs = { "1": "1.0", "0": "0.0", "1.09": "1.1", "0.04": "0.0", 1: "1.0", 0: "0.0", Decimal("1.0"): "1.0", Decimal("0.0"): "0.0", Decimal("1.09"): "1.1", Decimal("0.04"): "0.0", } field = serializers.DecimalField(max_digits=3, decimal_places=1) class TestAllowNullDecimalField(FieldValues): valid_inputs = { None: None, "": None, " ": None, } invalid_inputs = {} outputs = { None: "", } field = serializers.DecimalField(max_digits=3, decimal_places=1, allow_null=True) class TestAllowNullNoStringCoercionDecimalField(FieldValues): valid_inputs = { None: None, "": None, " ": None, } invalid_inputs = {} outputs = { None: None, } field = serializers.DecimalField( max_digits=3, decimal_places=1, allow_null=True, coerce_to_string=False ) class TestMinMaxDecimalField(FieldValues): """ Valid and invalid values for `DecimalField` with min and max limits. """ valid_inputs = { "10.0": Decimal("10.0"), "20.0": Decimal("20.0"), } invalid_inputs = { "9.9": ["Ensure this value is greater than or equal to 10.0."], "20.1": ["Ensure this value is less than or equal to 20.0."], } outputs = {} field = serializers.DecimalField( max_digits=3, decimal_places=1, min_value=10.0, max_value=20.0 ) def test_warning_when_not_decimal_types(self, caplog): with warnings.catch_warnings(record=True) as w: warnings.simplefilter("always") serializers.DecimalField( max_digits=3, decimal_places=1, min_value=10.0, max_value=20.0 ) assert len(w) == 2 assert all(issubclass(i.category, UserWarning) for i in w) assert "max_value should be an integer or Decimal instance" in str( w[0].message ) assert "min_value should be an integer or Decimal instance" in str( w[1].message ) class TestAllowEmptyStrDecimalFieldWithValidators(FieldValues): """ Check that empty string ('', ' ') is acceptable value for the DecimalField if allow_null=True and there are max/min validators """ valid_inputs = { None: None, "": None, " ": None, " ": None, 5: Decimal("5"), "0": Decimal("0"), "10": Decimal("10"), } invalid_inputs = { -1: ["Ensure this value is greater than or equal to 0."], 11: ["Ensure this value is less than or equal to 10."], } outputs = { None: "", } field = serializers.DecimalField( max_digits=3, decimal_places=1, allow_null=True, min_value=0, max_value=10 ) class TestNoMaxDigitsDecimalField(FieldValues): field = serializers.DecimalField( max_value=100, min_value=0, decimal_places=2, max_digits=None ) valid_inputs = {"10": Decimal("10.00")} invalid_inputs = {} outputs = {} class TestNoStringCoercionDecimalField(FieldValues): """ Output values for `DecimalField` with `coerce_to_string=False`. """ valid_inputs = {} invalid_inputs = {} outputs = { 1.09: Decimal("1.1"), 0.04: Decimal("0.0"), "1.09": Decimal("1.1"), "0.04": Decimal("0.0"), Decimal("1.09"): Decimal("1.1"), Decimal("0.04"): Decimal("0.0"), } field = serializers.DecimalField( max_digits=3, decimal_places=1, coerce_to_string=False ) class TestLocalizedDecimalField(TestCase): @override_settings(LANGUAGE_CODE="pl") def test_to_internal_value(self): field = serializers.DecimalField(max_digits=2, decimal_places=1, localize=True) assert field.to_internal_value("1,1") == Decimal("1.1") @override_settings(LANGUAGE_CODE="pl") def test_to_representation(self): field = serializers.DecimalField(max_digits=2, decimal_places=1, localize=True) assert field.to_representation(Decimal("1.1")) == "1,1" def test_localize_forces_coerce_to_string(self): field = serializers.DecimalField( max_digits=2, decimal_places=1, coerce_to_string=False, localize=True ) assert isinstance(field.to_representation(Decimal("1.1")), str) class TestQuantizedValueForDecimal(TestCase): def test_int_quantized_value_for_decimal(self): field = serializers.DecimalField(max_digits=4, decimal_places=2) value = field.to_internal_value(12).as_tuple() expected_digit_tuple = (0, (1, 2, 0, 0), -2) assert value == expected_digit_tuple def test_string_quantized_value_for_decimal(self): field = serializers.DecimalField(max_digits=4, decimal_places=2) value = field.to_internal_value("12").as_tuple() expected_digit_tuple = (0, (1, 2, 0, 0), -2) assert value == expected_digit_tuple def test_part_precision_string_quantized_value_for_decimal(self): field = serializers.DecimalField(max_digits=4, decimal_places=2) value = field.to_internal_value("12.0").as_tuple() expected_digit_tuple = (0, (1, 2, 0, 0), -2) assert value == expected_digit_tuple class TestNormalizedOutputValueDecimalField(TestCase): """ Test that we get the expected behavior of on DecimalField when normalize=True """ def test_normalize_output(self): field = serializers.DecimalField( max_digits=4, decimal_places=3, normalize_output=True ) output = field.to_representation(Decimal("1.000")) assert output == "1" def test_non_normalize_output(self): field = serializers.DecimalField( max_digits=4, decimal_places=3, normalize_output=False ) output = field.to_representation(Decimal("1.000")) assert output == "1.000" def test_normalize_coeherce_to_string(self): field = serializers.DecimalField( max_digits=4, decimal_places=3, normalize_output=True, coerce_to_string=False, ) output = field.to_representation(Decimal("1.000")) assert output == Decimal("1") class TestNoDecimalPlaces(FieldValues): valid_inputs = { "0.12345": Decimal("0.12345"), } invalid_inputs = { "0.1234567": ["Ensure that there are no more than 6 digits in total."] } outputs = { "1.2345": "1.2345", "0": "0", "1.1": "1.1", } field = serializers.DecimalField(max_digits=6, decimal_places=None) class TestRoundingDecimalField(TestCase): def test_valid_rounding(self): field = serializers.DecimalField( max_digits=4, decimal_places=2, rounding=ROUND_UP ) assert field.to_representation(Decimal("1.234")) == "1.24" field = serializers.DecimalField( max_digits=4, decimal_places=2, rounding=ROUND_DOWN ) assert field.to_representation(Decimal("1.234")) == "1.23" def test_invalid_rounding(self): with pytest.raises(AssertionError) as excinfo: serializers.DecimalField( max_digits=1, decimal_places=1, rounding="ROUND_UNKNOWN" ) assert "Invalid rounding option" in str(excinfo.value) # Date & time serializers... class TestDateField(FieldValues): """ Valid and invalid values for `DateField`. """ valid_inputs = { "2001-01-01": datetime.date(2001, 1, 1), datetime.date(2001, 1, 1): datetime.date(2001, 1, 1), } invalid_inputs = { "abc": ["Date has wrong format. Use one of these formats instead: YYYY-MM-DD."], "2001-99-99": [ "Date has wrong format. Use one of these formats instead: YYYY-MM-DD." ], "2001-01": [ "Date has wrong format. Use one of these formats instead: YYYY-MM-DD." ], "2001": [ "Date has wrong format. Use one of these formats instead: YYYY-MM-DD." ], datetime.datetime(2001, 1, 1, 12, 00): ["Expected a date but got a datetime."], } outputs = { datetime.date(2001, 1, 1): "2001-01-01", "2001-01-01": "2001-01-01", "2016-01-10": "2016-01-10", None: None, "": None, } field = serializers.DateField() class TestCustomInputFormatDateField(FieldValues): """ Valid and invalid values for `DateField` with a custom input format. """ valid_inputs = { "1 Jan 2001": datetime.date(2001, 1, 1), } invalid_inputs = { "2001-01-01": [ "Date has wrong format. Use one of these formats instead: DD [Jan-Dec] YYYY." ] } outputs = {} field = serializers.DateField(input_formats=["%d %b %Y"]) class TestCustomOutputFormatDateField(FieldValues): """ Values for `DateField` with a custom output format. """ valid_inputs = {} invalid_inputs = {} outputs = {datetime.date(2001, 1, 1): "01 Jan 2001"} field = serializers.DateField(format="%d %b %Y") class TestNoOutputFormatDateField(FieldValues): """ Values for `DateField` with no output format. """ valid_inputs = {} invalid_inputs = {} outputs = {datetime.date(2001, 1, 1): datetime.date(2001, 1, 1)} field = serializers.DateField(format=None) class TestDateTimeField(FieldValues): """ Valid and invalid values for `DateTimeField`. """ valid_inputs = { "2001-01-01 13:00": datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc), "2001-01-01T13:00": datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc), "2001-01-01T13:00Z": datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc), datetime.datetime(2001, 1, 1, 13, 00): datetime.datetime( 2001, 1, 1, 13, 00, tzinfo=utc ), datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc): datetime.datetime( 2001, 1, 1, 13, 00, tzinfo=utc ), } invalid_inputs = { "abc": [ "Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]." ], "2001-99-99T99:00": [ "Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]." ], "2018-08-16 22:00-24:00": [ "Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]." ], datetime.date(2001, 1, 1): ["Expected a datetime but got a date."], "9999-12-31T21:59:59.99990-03:00": ["Datetime value out of range."], } outputs = { datetime.datetime(2001, 1, 1, 13, 00): "2001-01-01T13:00:00Z", datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc): "2001-01-01T13:00:00Z", "2001-01-01T00:00:00": "2001-01-01T00:00:00", "2016-01-10T00:00:00": "2016-01-10T00:00:00", None: None, "": None, } field = serializers.DateTimeField(default_timezone=utc) class TestCustomInputFormatDateTimeField(FieldValues): """ Valid and invalid values for `DateTimeField` with a custom input format. """ valid_inputs = { "1:35pm, 1 Jan 2001": datetime.datetime(2001, 1, 1, 13, 35, tzinfo=utc), } invalid_inputs = { "2001-01-01T20:50": [ "Datetime has wrong format. Use one of these formats instead: hh:mm[AM|PM], DD [Jan-Dec] YYYY." ] } outputs = {} field = serializers.DateTimeField( default_timezone=utc, input_formats=["%I:%M%p, %d %b %Y"] ) class TestCustomOutputFormatDateTimeField(FieldValues): """ Values for `DateTimeField` with a custom output format. """ valid_inputs = {} invalid_inputs = {} outputs = { datetime.datetime(2001, 1, 1, 13, 00): "01:00PM, 01 Jan 2001", } field = serializers.DateTimeField(format="%I:%M%p, %d %b %Y") class TestNoOutputFormatDateTimeField(FieldValues): """ Values for `DateTimeField` with no output format. """ valid_inputs = {} invalid_inputs = {} outputs = { datetime.datetime(2001, 1, 1, 13, 00): datetime.datetime(2001, 1, 1, 13, 00), } field = serializers.DateTimeField(format=None) @override_settings(TIME_ZONE="UTC", USE_TZ=False) class TestNaiveDateTimeField(FieldValues, TestCase): """ Valid and invalid values for `DateTimeField` with naive datetimes. """ valid_inputs = { datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc): datetime.datetime( 2001, 1, 1, 13, 00 ), "2001-01-01 13:00": datetime.datetime(2001, 1, 1, 13, 00), } invalid_inputs = {} outputs = { datetime.datetime(2001, 1, 1, 13, 00): "2001-01-01T13:00:00", datetime.datetime(2001, 1, 1, 13, 00, tzinfo=utc): "2001-01-01T13:00:00", } field = serializers.DateTimeField(default_timezone=None) class TestTZWithDateTimeField(FieldValues): """ Valid and invalid values for `DateTimeField` when not using UTC as the timezone. """ @classmethod def setup_class(cls): # use class setup method, as class-level attribute will still be evaluated even if test is skipped kolkata = ZoneInfo("Asia/Kolkata") cls.valid_inputs = { "2016-12-19T10:00:00": datetime.datetime(2016, 12, 19, 10, tzinfo=kolkata), "2016-12-19T10:00:00+05:30": datetime.datetime( 2016, 12, 19, 10, tzinfo=kolkata ), datetime.datetime(2016, 12, 19, 10): datetime.datetime( 2016, 12, 19, 10, tzinfo=kolkata ), } cls.invalid_inputs = {} cls.outputs = { datetime.datetime(2016, 12, 19, 10): "2016-12-19T10:00:00+05:30", datetime.datetime( 2016, 12, 19, 4, 30, tzinfo=utc ): "2016-12-19T10:00:00+05:30", } cls.field = serializers.DateTimeField(default_timezone=kolkata) @override_settings(TIME_ZONE="UTC", USE_TZ=True) class TestDefaultTZDateTimeField(TestCase): """ Test the current/default timezone handling in `DateTimeField`. """ @classmethod def setup_class(cls): cls.field = serializers.DateTimeField() cls.kolkata = ZoneInfo("Asia/Kolkata") def assertUTC(self, tzinfo): """ Check UTC for datetime.timezone, ZoneInfo, and pytz tzinfo instances. """ assert ( tzinfo is utc or (getattr(tzinfo, "key", None) or getattr(tzinfo, "zone", None)) == "UTC" ) def test_default_timezone(self): self.assertUTC(self.field.default_timezone()) def test_current_timezone(self): self.assertUTC(self.field.default_timezone()) activate(self.kolkata) assert self.field.default_timezone() == self.kolkata deactivate() self.assertUTC(self.field.default_timezone()) @override_settings(TIME_ZONE="UTC", USE_TZ=True) class TestCustomTimezoneForDateTimeField(TestCase): @classmethod def setup_class(cls): cls.kolkata = ZoneInfo("Asia/Kolkata") cls.date_format = "%d/%m/%Y %H:%M" def test_should_render_date_time_in_default_timezone(self): field = serializers.DateTimeField( default_timezone=self.kolkata, format=self.date_format ) dt = datetime.datetime(2018, 2, 8, 14, 15, 16, tzinfo=ZoneInfo("UTC")) with override(self.kolkata): rendered_date = field.to_representation(dt) rendered_date_in_timezone = dt.astimezone(self.kolkata).strftime( self.date_format ) assert rendered_date == rendered_date_in_timezone @pytest.mark.skipif( pytz is None, reason="Django 5.0 has removed pytz; this test should eventually be able to get removed.", ) class TestPytzNaiveDayLightSavingTimeTimeZoneDateTimeField(FieldValues): """ Invalid values for `DateTimeField` with datetime in DST shift (non-existing or ambiguous) and timezone with DST. Timezone America/New_York has DST shift from 2017-03-12T02:00:00 to 2017-03-12T03:00:00 and from 2017-11-05T02:00:00 to 2017-11-05T01:00:00 in 2017. """ valid_inputs = {} invalid_inputs = { "2017-03-12T02:30:00": [ 'Invalid datetime for the timezone "America/New_York".' ], "2017-11-05T01:30:00": [ 'Invalid datetime for the timezone "America/New_York".' ], } outputs = {} if pytz: class MockTimezone(pytz.BaseTzInfo): @staticmethod def localize(value, is_dst): raise pytz.InvalidTimeError() def __str__(self): return "America/New_York" field = serializers.DateTimeField(default_timezone=MockTimezone()) @patch("rest_framework.utils.timezone.datetime_ambiguous", return_value=True) class TestNaiveDayLightSavingTimeTimeZoneDateTimeField(FieldValues): """ Invalid values for `DateTimeField` with datetime in DST shift (non-existing or ambiguous) and timezone with DST. Timezone America/New_York has DST shift from 2017-03-12T02:00:00 to 2017-03-12T03:00:00 and from 2017-11-05T02:00:00 to 2017-11-05T01:00:00 in 2017. """ valid_inputs = {} invalid_inputs = { "2017-03-12T02:30:00": [ 'Invalid datetime for the timezone "America/New_York".' ], "2017-11-05T01:30:00": [ 'Invalid datetime for the timezone "America/New_York".' ], } outputs = {} class MockZoneInfoTimezone(datetime.tzinfo): def __str__(self): return "America/New_York" field = serializers.DateTimeField(default_timezone=MockZoneInfoTimezone()) class TestTimeField(FieldValues): """ Valid and invalid values for `TimeField`. """ valid_inputs = { "13:00": datetime.time(13, 00), datetime.time(13, 00): datetime.time(13, 00), } invalid_inputs = { "abc": [ "Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]." ], "99:99": [ "Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]." ], } outputs = { datetime.time(13, 0): "13:00:00", datetime.time(0, 0): "00:00:00", "00:00:00": "00:00:00", None: None, "": None, } field = serializers.TimeField() class TestCustomInputFormatTimeField(FieldValues): """ Valid and invalid values for `TimeField` with a custom input format. """ valid_inputs = { "1:00pm": datetime.time(13, 00), } invalid_inputs = { "13:00": [ "Time has wrong format. Use one of these formats instead: hh:mm[AM|PM]." ], } outputs = {} field = serializers.TimeField(input_formats=["%I:%M%p"]) class TestCustomOutputFormatTimeField(FieldValues): """ Values for `TimeField` with a custom output format. """ valid_inputs = {} invalid_inputs = {} outputs = {datetime.time(13, 00): "01:00PM"} field = serializers.TimeField(format="%I:%M%p") class TestNoOutputFormatTimeField(FieldValues): """ Values for `TimeField` with a no output format. """ valid_inputs = {} invalid_inputs = {} outputs = {datetime.time(13, 00): datetime.time(13, 00)} field = serializers.TimeField(format=None) class TestMinMaxDurationField(FieldValues): """ Valid and invalid values for `DurationField` with min and max limits. """ valid_inputs = { "3 08:32:01.000123": datetime.timedelta( days=3, hours=8, minutes=32, seconds=1, microseconds=123 ), 86401: datetime.timedelta(days=1, seconds=1), } invalid_inputs = { 3600: ["Ensure this value is greater than or equal to 1 day, 0:00:00."], "4 08:32:01.000123": [ "Ensure this value is less than or equal to 4 days, 0:00:00." ], "3600": ["Ensure this value is greater than or equal to 1 day, 0:00:00."], } outputs = {} field = serializers.DurationField( min_value=datetime.timedelta(days=1), max_value=datetime.timedelta(days=4) ) class TestDurationField(FieldValues): """ Valid and invalid values for `DurationField`. """ valid_inputs = { "13": datetime.timedelta(seconds=13), "3 08:32:01.000123": datetime.timedelta( days=3, hours=8, minutes=32, seconds=1, microseconds=123 ), "08:01": datetime.timedelta(minutes=8, seconds=1), datetime.timedelta( days=3, hours=8, minutes=32, seconds=1, microseconds=123 ): datetime.timedelta(days=3, hours=8, minutes=32, seconds=1, microseconds=123), 3600: datetime.timedelta(hours=1), "-999999999 00": datetime.timedelta(days=-999999999), "999999999 00": datetime.timedelta(days=999999999), } invalid_inputs = { "abc": [ "Duration has wrong format. Use one of these formats instead: [DD] [HH:[MM:]]ss[.uuuuuu]." ], "3 08:32 01.123": [ "Duration has wrong format. Use one of these formats instead: [DD] [HH:[MM:]]ss[.uuuuuu]." ], "-1000000000 00": [ "The number of days must be between -999999999 and 999999999." ], "1000000000 00": [ "The number of days must be between -999999999 and 999999999." ], } outputs = { datetime.timedelta( days=3, hours=8, minutes=32, seconds=1, microseconds=123 ): "3 08:32:01.000123", } field = serializers.DurationField() # Choice types... class TestChoiceField(FieldValues): """ Valid and invalid values for `ChoiceField`. """ valid_inputs = { "poor": "poor", "medium": "medium", "good": "good", } invalid_inputs = {"amazing": ['"amazing" is not a valid choice.']} outputs = { "good": "good", "": "", "amazing": "amazing", } field = serializers.ChoiceField( choices=[ ("poor", "Poor quality"), ("medium", "Medium quality"), ("good", "Good quality"), ] ) def test_allow_blank(self): """ If `allow_blank=True` then '' is a valid input. """ field = serializers.ChoiceField( allow_blank=True, choices=[ ("poor", "Poor quality"), ("medium", "Medium quality"), ("good", "Good quality"), ], ) output = field.run_validation("") assert output == "" def test_allow_null(self): """ If `allow_null=True` then '' on HTML forms is treated as None. """ field = serializers.ChoiceField(allow_null=True, choices=[1, 2, 3]) field.field_name = "example" value = field.get_value(QueryDict("example=")) assert value is None output = field.run_validation(None) assert output is None def test_iter_options(self): """ iter_options() should return a list of options and option groups. """ field = serializers.ChoiceField( choices=[ ("Numbers", ["integer", "float"]), ("Strings", ["text", "email", "url"]), "boolean", ] ) items = list(field.iter_options()) assert items[0].start_option_group assert items[0].label == "Numbers" assert items[1].value == "integer" assert items[2].value == "float" assert items[3].end_option_group assert items[4].start_option_group assert items[4].label == "Strings" assert items[5].value == "text" assert items[6].value == "email" assert items[7].value == "url" assert items[8].end_option_group assert items[9].value == "boolean" def test_edit_choices(self): field = serializers.ChoiceField( allow_null=True, choices=[ 1, 2, ], ) field.choices = [1] assert field.run_validation(1) == 1 with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation(2) assert exc_info.value.detail == ['"2" is not a valid choice.'] def test_enum_integer_choices(self): from enum import IntEnum class ChoiceCase(IntEnum): first = auto() second = auto() # Enum validate choices = [(ChoiceCase.first, "1"), (ChoiceCase.second, "2")] field = serializers.ChoiceField(choices=choices) assert field.run_validation(1) == 1 assert field.run_validation(ChoiceCase.first) == 1 assert field.run_validation("1") == 1 # Enum.value validate choices = [(ChoiceCase.first.value, "1"), (ChoiceCase.second.value, "2")] field = serializers.ChoiceField(choices=choices) assert field.run_validation(1) == 1 assert field.run_validation(ChoiceCase.first) == 1 assert field.run_validation("1") == 1 def test_integer_choices(self): class ChoiceCase(IntegerChoices): first = auto() second = auto() # Enum validate choices = [(ChoiceCase.first, "1"), (ChoiceCase.second, "2")] field = serializers.ChoiceField(choices=choices) assert field.run_validation(1) == 1 assert field.run_validation(ChoiceCase.first) == 1 assert field.run_validation("1") == 1 choices = [(ChoiceCase.first.value, "1"), (ChoiceCase.second.value, "2")] field = serializers.ChoiceField(choices=choices) assert field.run_validation(1) == 1 assert field.run_validation(ChoiceCase.first) == 1 assert field.run_validation("1") == 1 def test_text_choices(self): class ChoiceCase(TextChoices): first = auto() second = auto() # Enum validate choices = [(ChoiceCase.first, "first"), (ChoiceCase.second, "second")] field = serializers.ChoiceField(choices=choices) assert field.run_validation(ChoiceCase.first) == "first" assert field.run_validation("first") == "first" choices = [ (ChoiceCase.first.value, "first"), (ChoiceCase.second.value, "second"), ] field = serializers.ChoiceField(choices=choices) assert field.run_validation(ChoiceCase.first) == "first" assert field.run_validation("first") == "first" class TestChoiceFieldWithType(FieldValues): """ Valid and invalid values for a `Choice` field that uses an integer type, instead of a char type. """ valid_inputs = { "1": 1, 3: 3, } invalid_inputs = { 5: ['"5" is not a valid choice.'], "abc": ['"abc" is not a valid choice.'], } outputs = {"1": 1, 1: 1} field = serializers.ChoiceField( choices=[ (1, "Poor quality"), (2, "Medium quality"), (3, "Good quality"), ] ) class TestChoiceFieldWithListChoices(FieldValues): """ Valid and invalid values for a `Choice` field that uses a flat list for the choices, rather than a list of pairs of (`value`, `description`). """ valid_inputs = { "poor": "poor", "medium": "medium", "good": "good", } invalid_inputs = {"awful": ['"awful" is not a valid choice.']} outputs = {"good": "good"} field = serializers.ChoiceField(choices=("poor", "medium", "good")) class TestChoiceFieldWithGroupedChoices(FieldValues): """ Valid and invalid values for a `Choice` field that uses a grouped list for the choices, rather than a list of pairs of (`value`, `description`). """ valid_inputs = { "poor": "poor", "medium": "medium", "good": "good", } invalid_inputs = {"awful": ['"awful" is not a valid choice.']} outputs = {"good": "good"} field = serializers.ChoiceField( choices=[ ( "Category", ( ("poor", "Poor quality"), ("medium", "Medium quality"), ), ), ("good", "Good quality"), ] ) class TestChoiceFieldWithMixedChoices(FieldValues): """ Valid and invalid values for a `Choice` field that uses a single paired or grouped. """ valid_inputs = { "poor": "poor", "medium": "medium", "good": "good", } invalid_inputs = {"awful": ['"awful" is not a valid choice.']} outputs = {"good": "good"} field = serializers.ChoiceField( choices=[ ( "Category", (("poor", "Poor quality"),), ), "medium", ("good", "Good quality"), ] ) class TestMultipleChoiceField(FieldValues): """ Valid and invalid values for `MultipleChoiceField`. """ valid_inputs = { (): list(), ("aircon",): ["aircon"], ("aircon", "manual"): ["aircon", "manual"], ("manual", "aircon"): ["manual", "aircon"], } invalid_inputs = { "abc": ['Expected a list of items but got type "str".'], ("aircon", "incorrect"): ['"incorrect" is not a valid choice.'], } outputs = [ (["aircon", "manual", "incorrect"], ["aircon", "manual", "incorrect"]), (["manual", "aircon", "incorrect"], ["manual", "aircon", "incorrect"]), ] field = serializers.MultipleChoiceField( choices=[ ("aircon", "AirCon"), ("manual", "Manual drive"), ("diesel", "Diesel"), ] ) def test_against_partial_and_full_updates(self): field = serializers.MultipleChoiceField(choices=(("a", "a"), ("b", "b"))) field.partial = False assert field.get_value(QueryDict("")) == [] field.partial = True assert field.get_value(QueryDict('')) == rest_framework.fields.empty class TestEmptyMultipleChoiceField(FieldValues): """ Invalid values for `MultipleChoiceField(allow_empty=False)`. """ valid_inputs = {} invalid_inputs = (([], ["This selection may not be empty."]),) outputs = [] field = serializers.MultipleChoiceField( choices=[ ("consistency", "Consistency"), ("availability", "Availability"), ("partition", "Partition tolerance"), ], allow_empty=False, ) # File serializers... class MockFile: def __init__(self, name="", size=0, url=""): self.name = name self.size = size self.url = url def __eq__(self, other): return ( isinstance(other, MockFile) and self.name == other.name and self.size == other.size and self.url == other.url ) class TestFileField(FieldValues): """ Values for `FileField`. """ valid_inputs = [ (MockFile(name="example", size=10), MockFile(name="example", size=10)) ] invalid_inputs = [ ( "invalid", ["The submitted data was not a file. Check the encoding type on the form."], ), (MockFile(name="example.txt", size=0), ["The submitted file is empty."]), (MockFile(name="", size=10), ["No filename could be determined."]), ( MockFile(name="x" * 100, size=10), ["Ensure this filename has at most 10 characters (it has 100)."], ), ] outputs = [ (MockFile(name="example.txt", url="/example.txt"), "/example.txt"), ("", None), ] field = serializers.FileField(max_length=10) class TestFieldFieldWithName(FieldValues): """ Values for `FileField` with a filename output instead of URLs. """ valid_inputs = {} invalid_inputs = {} outputs = [(MockFile(name="example.txt", url="/example.txt"), "example.txt")] field = serializers.FileField(use_url=False) def ext_validator(value): if not value.name.endswith(".png"): raise serializers.ValidationError( "File extension is not allowed. Allowed extensions is png." ) # Stub out mock Django `forms.ImageField` class so we don't *actually* # call into it's regular validation, or require PIL for testing. class PassImageValidation(DjangoImageField): default_validators = [ext_validator] def to_python(self, value): return value class FailImageValidation(PassImageValidation): def to_python(self, value): if value.name == "badimage.png": raise serializers.ValidationError(self.error_messages["invalid_image"]) return value class TestInvalidImageField(FieldValues): """ Values for an invalid `ImageField`. """ valid_inputs = {} invalid_inputs = [ ( MockFile(name="badimage.png", size=10), [ "Upload a valid image. The file you uploaded was either not an image or a corrupted image." ], ), ( MockFile(name="goodimage.html", size=10), ["File extension is not allowed. Allowed extensions is png."], ), ] outputs = {} field = serializers.ImageField(_DjangoImageField=FailImageValidation) class TestValidImageField(FieldValues): """ Values for an valid `ImageField`. """ valid_inputs = [ (MockFile(name="example.png", size=10), MockFile(name="example.png", size=10)) ] invalid_inputs = {} outputs = {} field = serializers.ImageField(_DjangoImageField=PassImageValidation) # Composite serializers... class TestListField(FieldValues): """ Values for `ListField` with IntegerField as child. """ valid_inputs = [([1, 2, 3], [1, 2, 3]), (["1", "2", "3"], [1, 2, 3]), ([], [])] invalid_inputs = [ ("not a list", ['Expected a list of items but got type "str".']), ( [1, 2, "error", "error"], {2: ["A valid integer is required."], 3: ["A valid integer is required."]}, ), ({"one": "two"}, ['Expected a list of items but got type "dict".']), ] outputs = [([1, 2, 3], [1, 2, 3]), (["1", "2", "3"], [1, 2, 3])] field = serializers.ListField(child=serializers.IntegerField()) def test_no_source_on_child(self): with pytest.raises(AssertionError) as exc_info: serializers.ListField(child=serializers.IntegerField(source="other")) assert str(exc_info.value) == ( "The `source` argument is not meaningful when applied to a `child=` field. " "Remove `source=` from the field declaration." ) def test_collection_types_are_invalid_input(self): field = serializers.ListField(child=serializers.CharField()) input_value = {"one": "two"} with pytest.raises(serializers.ValidationError) as exc_info: field.to_internal_value(input_value) assert exc_info.value.detail == [ 'Expected a list of items but got type "dict".' ] def test_constructor_misuse_raises(self): # Test that `ListField` can only be instantiated with keyword arguments with pytest.raises(TypeError): serializers.ListField(serializers.CharField()) class TestNestedListField(FieldValues): """ Values for nested `ListField` with IntegerField as child. """ valid_inputs = [([[1, 2], [3]], [[1, 2], [3]]), ([[]], [[]])] invalid_inputs = [ (["not a list"], {0: ['Expected a list of items but got type "str".']}), ( [[1, 2, "error"], ["error"]], { 0: {2: ["A valid integer is required."]}, 1: {0: ["A valid integer is required."]}, }, ), ([{"one": "two"}], {0: ['Expected a list of items but got type "dict".']}), ] outputs = [ ([[1, 2], [3]], [[1, 2], [3]]), ] field = serializers.ListField( child=serializers.ListField(child=serializers.IntegerField()) ) class TestListFieldWithDjangoValidationErrors(FieldValues, TestCase): """ Values for `ListField` with UUIDField as child (since UUIDField can throw ValidationErrors from Django). The idea is to test that Django's ValidationErrors raised from Django internals are caught and serializers in a way that is structurally consistent with DRF's ValidationErrors. """ valid_inputs = [] invalid_inputs = [ ( [ "not-a-valid-uuid", "d7364368-d1b3-4455-aaa3-56439b460ca2", "some-other-invalid-uuid", ], { 0: [ exceptions.ErrorDetail( string="“not-a-valid-uuid” is not a valid UUID.", code="invalid" ) ], 1: [ exceptions.ErrorDetail( string='Invalid pk "d7364368-d1b3-4455-aaa3-56439b460ca2" - object does not exist.', code="does_not_exist", ) ], 2: [ exceptions.ErrorDetail( string="“some-other-invalid-uuid” is not a valid UUID.", code="invalid", ) ], }, ), ] outputs = {} field = serializers.ListField( child=serializers.PrimaryKeyRelatedField( queryset=UUIDForeignKeyTarget.objects.all() ) ) class TestEmptyListField(FieldValues): """ Values for `ListField` with allow_empty=False flag. """ valid_inputs = {} invalid_inputs = [([], ["This list may not be empty."])] outputs = {} field = serializers.ListField(child=serializers.IntegerField(), allow_empty=False) class TestListFieldLengthLimit(FieldValues): valid_inputs = () invalid_inputs = [ ((0, 1), ["Ensure this field has at least 3 elements."]), ((0, 1, 2, 3, 4, 5), ["Ensure this field has no more than 4 elements."]), ] outputs = () field = serializers.ListField( child=serializers.IntegerField(), min_length=3, max_length=4 ) class TestUnvalidatedListField(FieldValues): """ Values for `ListField` with no `child` argument. """ valid_inputs = [ ([1, "2", True, [4, 5, 6]], [1, "2", True, [4, 5, 6]]), ] invalid_inputs = [ ("not a list", ['Expected a list of items but got type "str".']), ] outputs = [ ([1, "2", True, [4, 5, 6]], [1, "2", True, [4, 5, 6]]), ] field = serializers.ListField() class TestDictField(FieldValues): """ Values for `DictField` with CharField as child. """ valid_inputs = [ ({"a": 1, "b": "2", 3: 3}, {"a": "1", "b": "2", "3": "3"}), ({}, {}), ] invalid_inputs = [ ( {"a": 1, "b": None, "c": None}, { "b": ["This field may not be null."], "c": ["This field may not be null."], }, ), ("not a dict", ['Expected a dictionary of items but got type "str".']), ] outputs = [ ({"a": 1, "b": "2", 3: 3}, {"a": "1", "b": "2", "3": "3"}), ] field = serializers.DictField(child=serializers.CharField()) def test_no_source_on_child(self): with pytest.raises(AssertionError) as exc_info: serializers.DictField(child=serializers.CharField(source="other")) assert str(exc_info.value) == ( "The `source` argument is not meaningful when applied to a `child=` field. " "Remove `source=` from the field declaration." ) def test_allow_null(self): """ If `allow_null=True` then `None` is a valid input. """ field = serializers.DictField(allow_null=True) output = field.run_validation(None) assert output is None def test_allow_empty_disallowed(self): """ If allow_empty is False then an empty dict is not a valid input. """ field = serializers.DictField(allow_empty=False) with pytest.raises(serializers.ValidationError) as exc_info: field.run_validation({}) assert exc_info.value.detail == ["This dictionary may not be empty."] class TestNestedDictField(FieldValues): """ Values for nested `DictField` with CharField as child. """ valid_inputs = [ ( {0: {"a": 1, "b": "2"}, 1: {3: 3}}, {"0": {"a": "1", "b": "2"}, "1": {"3": "3"}}, ), ] invalid_inputs = [ ( {0: {"a": 1, "b": None}, 1: {"c": None}}, { "0": {"b": ["This field may not be null."]}, "1": {"c": ["This field may not be null."]}, }, ), ( {0: "not a dict"}, {"0": ['Expected a dictionary of items but got type "str".']}, ), ] outputs = [ ( {0: {"a": 1, "b": "2"}, 1: {3: 3}}, {"0": {"a": "1", "b": "2"}, "1": {"3": "3"}}, ), ] field = serializers.DictField( child=serializers.DictField(child=serializers.CharField()) ) class TestDictFieldWithNullChild(FieldValues): """ Values for `DictField` with allow_null CharField as child. """ valid_inputs = [ ({"a": None, "b": "2", 3: 3}, {"a": None, "b": "2", "3": "3"}), ] invalid_inputs = [] outputs = [ ({"a": None, "b": "2", 3: 3}, {"a": None, "b": "2", "3": "3"}), ] field = serializers.DictField(child=serializers.CharField(allow_null=True)) class TestUnvalidatedDictField(FieldValues): """ Values for `DictField` with no `child` argument. """ valid_inputs = [ ({"a": 1, "b": [4, 5, 6], 1: 123}, {"a": 1, "b": [4, 5, 6], "1": 123}), ] invalid_inputs = [ ("not a dict", ['Expected a dictionary of items but got type "str".']), ] outputs = [ ({"a": 1, "b": [4, 5, 6]}, {"a": 1, "b": [4, 5, 6]}), ] field = serializers.DictField() class TestHStoreField(FieldValues): """ Values for `ListField` with CharField as child. """ valid_inputs = [ ({"a": 1, "b": "2", 3: 3}, {"a": "1", "b": "2", "3": "3"}), ({"a": 1, "b": None}, {"a": "1", "b": None}), ] invalid_inputs = [ ("not a dict", ['Expected a dictionary of items but got type "str".']), ] outputs = [ ({"a": 1, "b": "2", 3: 3}, {"a": "1", "b": "2", "3": "3"}), ] field = serializers.HStoreField() def test_child_is_charfield(self): with pytest.raises(AssertionError) as exc_info: serializers.HStoreField(child=serializers.IntegerField()) assert str(exc_info.value) == ( "The `child` argument must be an instance of `CharField`, " "as the hstore extension stores values as strings." ) def test_no_source_on_child(self): with pytest.raises(AssertionError) as exc_info: serializers.HStoreField(child=serializers.CharField(source="other")) assert str(exc_info.value) == ( "The `source` argument is not meaningful when applied to a `child=` field. " "Remove `source=` from the field declaration." ) def test_allow_null(self): """ If `allow_null=True` then `None` is a valid input. """ field = serializers.HStoreField(allow_null=True) output = field.run_validation(None) assert output is None class TestJSONField(FieldValues): """ Values for `JSONField`. """ valid_inputs = [ ( {"a": 1, "b": ["some", "list", True, 1.23], "3": None}, {"a": 1, "b": ["some", "list", True, 1.23], "3": None}, ), ] invalid_inputs = [ ({"a": set()}, ["Value must be valid JSON."]), ({"a": float("inf")}, ["Value must be valid JSON."]), ] outputs = [ ( {"a": 1, "b": ["some", "list", True, 1.23], "3": 3}, {"a": 1, "b": ["some", "list", True, 1.23], "3": 3}, ), ] field = serializers.JSONField() def test_html_input_as_json_string(self): """ HTML inputs should be treated as a serialized JSON string. """ class TestSerializer(serializers.Serializer): config = serializers.JSONField() data = QueryDict(mutable=True) data.update({"config": '{"a":1}'}) serializer = TestSerializer(data=data) assert serializer.is_valid() assert serializer.validated_data == {"config": {"a": 1}} class TestBinaryJSONField(FieldValues): """ Values for `JSONField` with binary=True. """ valid_inputs = [ ( b'{"a": 1, "3": null, "b": ["some", "list", true, 1.23]}', {"a": 1, "b": ["some", "list", True, 1.23], "3": None}, ), ] invalid_inputs = [ ('{"a": "unterminated string}', ["Value must be valid JSON."]), ] outputs = [ (["some", "list", True, 1.23], b'["some", "list", true, 1.23]'), ] field = serializers.JSONField(binary=True) # Tests for FileField. # -------------------- class MockRequest: def build_absolute_uri(self, value): return "http://example.com" + value class TestFileFieldContext: def test_fully_qualified_when_request_in_context(self): field = serializers.FileField(max_length=10) field._context = {"request": MockRequest()} obj = MockFile(name="example.txt", url="/example.txt") value = field.to_representation(obj) assert value == "http://example.com/example.txt" # Tests for FilePathField. # -------------------- class TestFilePathFieldRequired: def test_required_passed_to_both_django_file_path_field_and_base(self): field = serializers.FilePathField( path=os.path.abspath(os.path.dirname(__file__)), required=False, ) assert "" in field.choices # Django adds empty choice if not required assert field.required is False with pytest.raises(SkipField): field.run_validation(empty) # Tests for SerializerMethodField. # -------------------------------- class TestSerializerMethodField: def test_serializer_method_field(self): class ExampleSerializer(serializers.Serializer): example_field = serializers.SerializerMethodField() def get_example_field(self, obj): return "ran get_example_field(%d)" % obj["example_field"] serializer = ExampleSerializer({"example_field": 123}) assert serializer.data == {"example_field": "ran get_example_field(123)"} def test_redundant_method_name(self): # Prior to v3.10, redundant method names were not allowed. # This restriction has since been removed. class ExampleSerializer(serializers.Serializer): example_field = serializers.SerializerMethodField("get_example_field") field = ExampleSerializer().fields["example_field"] assert field.method_name == "get_example_field" # Tests for ModelField. # --------------------- class TestModelField: def test_max_length_init(self): field = serializers.ModelField(None) assert len(field.validators) == 0 field = serializers.ModelField(None, max_length=10) assert len(field.validators) == 1 # Tests for validation errors # --------------------------- class TestValidationErrorCode: @pytest.mark.parametrize("use_list", (False, True)) def test_validationerror_code_with_msg(self, use_list): class ExampleSerializer(serializers.Serializer): password = serializers.CharField() def validate_password(self, obj): err = DjangoValidationError( "exc_msg %s", code="exc_code", params=("exc_param",), ) if use_list: err = DjangoValidationError([err]) raise err serializer = ExampleSerializer(data={"password": 123}) serializer.is_valid() assert serializer.errors == {"password": ["exc_msg exc_param"]} assert serializer.errors["password"][0].code == "exc_code" @pytest.mark.parametrize("use_list", (False, True)) def test_validationerror_code_with_msg_including_percent(self, use_list): class ExampleSerializer(serializers.Serializer): password = serializers.CharField() def validate_password(self, obj): err = DjangoValidationError("exc_msg with %", code="exc_code") if use_list: err = DjangoValidationError([err]) raise err serializer = ExampleSerializer(data={"password": 123}) serializer.is_valid() assert serializer.errors == {"password": ["exc_msg with %"]} assert serializer.errors["password"][0].code == "exc_code" @pytest.mark.parametrize( "code", ( None, "exc_code", ), ) @pytest.mark.parametrize("use_list", (False, True)) def test_validationerror_code_with_dict(self, use_list, code): class ExampleSerializer(serializers.Serializer): def validate(self, obj): if code is None: err = DjangoValidationError( { "email": "email error", } ) else: err = DjangoValidationError( { "email": DjangoValidationError("email error", code=code), } ) if use_list: err = DjangoValidationError([err]) raise err serializer = ExampleSerializer(data={}) serializer.is_valid() expected_code = code if code else "invalid" if use_list: assert serializer.errors == { "non_field_errors": [ exceptions.ErrorDetail(string="email error", code=expected_code) ] } else: assert serializer.errors == { "email": ["email error"], } assert serializer.errors["email"][0].code == expected_code @pytest.mark.parametrize( "code", ( None, "exc_code", ), ) def test_validationerror_code_with_dict_list_same_code(self, code): class ExampleSerializer(serializers.Serializer): def validate(self, obj): if code is None: raise DjangoValidationError( {"email": ["email error 1", "email error 2"]} ) raise DjangoValidationError( { "email": [ DjangoValidationError("email error 1", code=code), DjangoValidationError("email error 2", code=code), ] } ) serializer = ExampleSerializer(data={}) serializer.is_valid() expected_code = code if code else "invalid" assert serializer.errors == { "email": [ exceptions.ErrorDetail(string="email error 1", code=expected_code), exceptions.ErrorDetail(string="email error 2", code=expected_code), ] }