django-rest-framework/tests/test_fields.py

import datetime
import os
import uuid
from decimal import Decimal

import django
import pytest
from django.http import QueryDict
from django.utils import timezone

import rest_framework
from rest_framework import serializers


# 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 is 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(object):
            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(object):
            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)


class TestReadOnly:
    def setup(self):
        class TestSerializer(serializers.Serializer):
            read_only = serializers.ReadOnlyField()
            writable = serializers.IntegerField()
        self.Serializer = TestSerializer

    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(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(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 TestLabel:
    def setup(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(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.
        """
        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, even if the field is required=False.
        """
        class TestSerializer(serializers.Serializer):
            archived = serializers.BooleanField(required=False)

        serializer = TestSerializer(data=QueryDict(''))
        assert serializer.is_valid()
        assert serializer.validated_data == {'archived': False}


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.keys()) == ['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.keys()) == []

    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]}


class TestCreateOnlyDefault:
    def setup(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:
            def set_context(self, serializer_field):
                self.field = serializer_field

            def __call__(self):
                return "success" if hasattr(self, 'field') 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'


# 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):
        """
        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

    def test_invalid_inputs(self):
        """
        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

    def test_outputs(self):
        for output_value, expected_output in get_items(self.outputs):
            assert self.field.to_representation(output_value) == expected_output


# Boolean types...

class TestBooleanField(FieldValues):
    """
    Valid and invalid values for `BooleanField`.
    """
    valid_inputs = {
        'true': True,
        'false': False,
        '1': True,
        '0': False,
        1: True,
        0: False,
        True: True,
        False: False,
    }
    invalid_inputs = {
        'foo': ['"foo" is not a valid boolean.'],
        None: ['This field may not be null.']
    }
    outputs = {
        'true': True,
        'false': 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 = serializers.BooleanField()
        for input_value in inputs:
            with pytest.raises(serializers.ValidationError) as exc_info:
                field.run_validation(input_value)
            expected = ['"{0}" is not a valid boolean.'.format(input_value)]
            assert exc_info.value.detail == expected


class TestNullBooleanField(FieldValues):
    """
    Valid and invalid values for `BooleanField`.
    """
    valid_inputs = {
        'true': True,
        'false': False,
        'null': None,
        True: True,
        False: False,
        None: None
    }
    invalid_inputs = {
        'foo': ['"foo" is not a valid boolean.'],
    }
    outputs = {
        'true': True,
        'false': False,
        'null': None,
        True: True,
        False: False,
        None: None,
        'other': True
    }
    field = serializers.NullBooleanField()


# String types...

class TestCharField(FieldValues):
    """
    Valid and invalid values for `CharField`.
    """
    valid_inputs = {
        1: '1',
        'abc': 'abc'
    }
    invalid_inputs = {
        '': ['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.']


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 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()


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': ['"825d7aeb-05a9-45b5-a5b7" is not 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.'],
    }
    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 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 = (
        ('abc', ["A valid number is required."]),
        (Decimal('Nan'), ["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 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.'],
        '20.1': ['Ensure this value is less than or equal to 20.'],
    }
    outputs = {}
    field = serializers.DecimalField(
        max_digits=3, decimal_places=1,
        min_value=10, max_value=20
    )


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
    )


# 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]].'],
        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',
        None: None,
        '': None,
    }
    field = serializers.DateField()


class TestCustomInputFormatDateField(FieldValues):
    """
    Valid and invalid values for `DateField` with a cutom 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=timezone.UTC()),
        '2001-01-01T13:00': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
        '2001-01-01T13:00Z': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
        datetime.datetime(2001, 1, 1, 13, 00): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
        datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
        # Django 1.4 does not support timezone string parsing.
        '2001-01-01T14:00+01:00' if (django.VERSION > (1, 4)) else '2001-01-01T13:00Z': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.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].'],
        datetime.date(2001, 1, 1): ['Expected a datetime but got a date.'],
    }
    outputs = {
        datetime.datetime(2001, 1, 1, 13, 00): '2001-01-01T13:00:00',
        datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): '2001-01-01T13:00:00Z'
    }
    field = serializers.DateTimeField(default_timezone=timezone.UTC())


class TestCustomInputFormatDateTimeField(FieldValues):
    """
    Valid and invalid values for `DateTimeField` with a cutom input format.
    """
    valid_inputs = {
        '1:35pm, 1 Jan 2001': datetime.datetime(2001, 1, 1, 13, 35, tzinfo=timezone.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=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)


class TestNaiveDateTimeField(FieldValues):
    """
    Valid and invalid values for `DateTimeField` with naive datetimes.
    """
    valid_inputs = {
        datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00),
        '2001-01-01 13:00': datetime.datetime(2001, 1, 1, 13, 00),
    }
    invalid_inputs = {}
    outputs = {}
    field = serializers.DateTimeField(default_timezone=None)


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, 00): '13:00:00'
    }
    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)


@pytest.mark.skipif(django.VERSION < (1, 8),
                    reason='DurationField is only available for django1.8+')
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),
    }
    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].'],
    }
    outputs = {
        datetime.timedelta(days=3, hours=8, minutes=32, seconds=1, microseconds=123): '3 08:32:01.000123',
    }
    if django.VERSION >= (1, 8):
        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'


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 = {
        (): set(),
        ('aircon',): set(['aircon']),
        ('aircon', 'manual'): set(['aircon', 'manual']),
    }
    invalid_inputs = {
        'abc': ['Expected a list of items but got type "str".'],
        ('aircon', 'incorrect'): ['"incorrect" is not a valid choice.']
    }
    outputs = [
        (['aircon', 'manual', 'incorrect'], set(['aircon', 'manual', '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)


# Stub out mock Django `forms.ImageField` class so we don't *actually*
# call into it's regular validation, or require PIL for testing.
class FailImageValidation(object):
    def to_python(self, value):
        raise serializers.ValidationError(self.error_messages['invalid_image'])


class PassImageValidation(object):
    def to_python(self, value):
        return value


class TestInvalidImageField(FieldValues):
    """
    Values for an invalid `ImageField`.
    """
    valid_inputs = {}
    invalid_inputs = [
        (MockFile(name='example.txt', size=10), ['Upload a valid image. The file you uploaded was either not an image or a corrupted image.'])
    ]
    outputs = {}
    field = serializers.ImageField(_DjangoImageField=FailImageValidation)


class TestValidImageField(FieldValues):
    """
    Values for an valid `ImageField`.
    """
    valid_inputs = [
        (MockFile(name='example.txt', size=10), MockFile(name='example.txt', 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'], ['A valid integer is required.'])
    ]
    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."
        )


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 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 `ListField` with CharField as child.
    """
    valid_inputs = [
        ({'a': 1, 'b': '2', 3: 3}, {'a': '1', 'b': '2', '3': '3'}),
    ]
    invalid_inputs = [
        ({'a': 1, 'b': None}, ['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."
        )


class TestUnvalidatedDictField(FieldValues):
    """
    Values for `ListField` 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 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.']),
    ]
    outputs = [
        ({
            'a': 1,
            'b': ['some', 'list', True, 1.23],
            '3': 3
        }, {
            'a': 1,
            'b': ['some', 'list', True, 1.23],
            '3': 3
        }),
    ]
    field = serializers.JSONField()


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 FieldField.
# ---------------------

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 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):
        class ExampleSerializer(serializers.Serializer):
            example_field = serializers.SerializerMethodField('get_example_field')

        with pytest.raises(AssertionError) as exc_info:
            ExampleSerializer().fields
        assert str(exc_info.value) == (
            "It is redundant to specify `get_example_field` on "
            "SerializerMethodField 'example_field' in serializer "
            "'ExampleSerializer', because it is the same as the default "
            "method name. Remove the `method_name` argument."
        )