django/tests/serializers/test_data.py

"""
A test spanning all the capabilities of all the serializers.

This class defines sample data and a dynamically generated
test case that is capable of testing the capabilities of
the serializers. This includes all valid data values, plus
forward, backwards and self references.
"""

import datetime
import decimal
import uuid

from django.core import serializers
from django.db import connection, models
from django.test import TestCase

from .models import (
    Anchor,
    AutoNowDateTimeData,
    BigIntegerData,
    BinaryData,
    BooleanData,
    BooleanPKData,
    CharData,
    CharPKData,
    DateData,
    DatePKData,
    DateTimeData,
    DateTimePKData,
    DecimalData,
    DecimalPKData,
    EmailData,
    EmailPKData,
    ExplicitInheritBaseModel,
    FileData,
    FilePathData,
    FilePathPKData,
    FKData,
    FKDataToField,
    FKDataToO2O,
    FKSelfData,
    FKToUUID,
    FloatData,
    FloatPKData,
    GenericData,
    GenericIPAddressData,
    GenericIPAddressPKData,
    InheritAbstractModel,
    InheritBaseModel,
    IntegerData,
    IntegerPKData,
    Intermediate,
    LengthModel,
    M2MData,
    M2MIntermediateData,
    M2MSelfData,
    ModifyingSaveData,
    O2OData,
    PositiveBigIntegerData,
    PositiveIntegerData,
    PositiveIntegerPKData,
    PositiveSmallIntegerData,
    PositiveSmallIntegerPKData,
    SlugData,
    SlugPKData,
    SmallData,
    SmallPKData,
    Tag,
    TextData,
    TimeData,
    UniqueAnchor,
    UUIDData,
    UUIDDefaultData,
)
from .tests import register_tests

# A set of functions that can be used to recreate
# test data objects of various kinds.
# The save method is a raw base model save, to make
# sure that the data in the database matches the
# exact test case.


def data_create(pk, klass, data):
    instance = klass(id=pk)
    instance.data = data
    models.Model.save_base(instance, raw=True)
    return [instance]


def generic_create(pk, klass, data):
    instance = klass(id=pk)
    instance.data = data[0]
    models.Model.save_base(instance, raw=True)
    for tag in data[1:]:
        instance.tags.create(data=tag)
    return [instance]


def fk_create(pk, klass, data):
    instance = klass(id=pk)
    setattr(instance, "data_id", data)
    models.Model.save_base(instance, raw=True)
    return [instance]


def m2m_create(pk, klass, data):
    instance = klass(id=pk)
    models.Model.save_base(instance, raw=True)
    instance.data.set(data)
    return [instance]


def im2m_create(pk, klass, data):
    instance = klass(id=pk)
    models.Model.save_base(instance, raw=True)
    return [instance]


def im_create(pk, klass, data):
    instance = klass(id=pk)
    instance.right_id = data["right"]
    instance.left_id = data["left"]
    if "extra" in data:
        instance.extra = data["extra"]
    models.Model.save_base(instance, raw=True)
    return [instance]


def o2o_create(pk, klass, data):
    instance = klass()
    instance.data_id = data
    models.Model.save_base(instance, raw=True)
    return [instance]


def pk_create(pk, klass, data):
    instance = klass()
    instance.data = data
    models.Model.save_base(instance, raw=True)
    return [instance]


def inherited_create(pk, klass, data):
    instance = klass(id=pk, **data)
    # This isn't a raw save because:
    #  1) we're testing inheritance, not field behavior, so none
    #     of the field values need to be protected.
    #  2) saving the child class and having the parent created
    #     automatically is easier than manually creating both.
    models.Model.save(instance)
    created = [instance]
    for klass in instance._meta.parents:
        created.append(klass.objects.get(id=pk))
    return created


# A set of functions that can be used to compare
# test data objects of various kinds


def data_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    if klass == BinaryData and data is not None:
        testcase.assertEqual(
            bytes(data),
            bytes(instance.data),
            "Objects with PK=%d not equal; expected '%s' (%s), got '%s' (%s)"
            % (
                pk,
                repr(bytes(data)),
                type(data),
                repr(bytes(instance.data)),
                type(instance.data),
            ),
        )
    else:
        testcase.assertEqual(
            data,
            instance.data,
            "Objects with PK=%d not equal; expected '%s' (%s), got '%s' (%s)"
            % (
                pk,
                data,
                type(data),
                instance,
                type(instance.data),
            ),
        )


def generic_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    testcase.assertEqual(data[0], instance.data)
    testcase.assertEqual(data[1:], [t.data for t in instance.tags.order_by("id")])


def fk_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    testcase.assertEqual(data, instance.data_id)


def m2m_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    testcase.assertEqual(data, [obj.id for obj in instance.data.order_by("id")])


def im2m_compare(testcase, pk, klass, data):
    klass.objects.get(id=pk)
    # actually nothing else to check, the instance just should exist


def im_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    testcase.assertEqual(data["left"], instance.left_id)
    testcase.assertEqual(data["right"], instance.right_id)
    if "extra" in data:
        testcase.assertEqual(data["extra"], instance.extra)
    else:
        testcase.assertEqual("doesn't matter", instance.extra)


def o2o_compare(testcase, pk, klass, data):
    instance = klass.objects.get(data=data)
    testcase.assertEqual(data, instance.data_id)


def pk_compare(testcase, pk, klass, data):
    instance = klass.objects.get(data=data)
    testcase.assertEqual(data, instance.data)


def inherited_compare(testcase, pk, klass, data):
    instance = klass.objects.get(id=pk)
    for key, value in data.items():
        testcase.assertEqual(value, getattr(instance, key))


# Define some data types. Each data type is
# actually a pair of functions; one to create
# and one to compare objects of that type
data_obj = (data_create, data_compare)
generic_obj = (generic_create, generic_compare)
fk_obj = (fk_create, fk_compare)
m2m_obj = (m2m_create, m2m_compare)
im2m_obj = (im2m_create, im2m_compare)
im_obj = (im_create, im_compare)
o2o_obj = (o2o_create, o2o_compare)
pk_obj = (pk_create, pk_compare)
inherited_obj = (inherited_create, inherited_compare)
uuid_obj = uuid.uuid4()

test_data = [
    # Format: (data type, PK value, Model Class, data)
    (data_obj, 1, BinaryData, memoryview(b"\x05\xFD\x00")),
    (data_obj, 2, BinaryData, None),
    (data_obj, 5, BooleanData, True),
    (data_obj, 6, BooleanData, False),
    (data_obj, 7, BooleanData, None),
    (data_obj, 10, CharData, "Test Char Data"),
    (data_obj, 11, CharData, ""),
    (data_obj, 12, CharData, "None"),
    (data_obj, 13, CharData, "null"),
    (data_obj, 14, CharData, "NULL"),
    (data_obj, 15, CharData, None),
    # (We use something that will fit into a latin1 database encoding here,
    # because that is still the default used on many system setups.)
    (data_obj, 16, CharData, "\xa5"),
    (data_obj, 20, DateData, datetime.date(2006, 6, 16)),
    (data_obj, 21, DateData, None),
    (data_obj, 30, DateTimeData, datetime.datetime(2006, 6, 16, 10, 42, 37)),
    (data_obj, 31, DateTimeData, None),
    (data_obj, 40, EmailData, "hovercraft@example.com"),
    (data_obj, 41, EmailData, None),
    (data_obj, 42, EmailData, ""),
    (data_obj, 50, FileData, "file:///foo/bar/whiz.txt"),
    # (data_obj, 51, FileData, None),
    (data_obj, 52, FileData, ""),
    (data_obj, 60, FilePathData, "/foo/bar/whiz.txt"),
    (data_obj, 61, FilePathData, None),
    (data_obj, 62, FilePathData, ""),
    (data_obj, 70, DecimalData, decimal.Decimal("12.345")),
    (data_obj, 71, DecimalData, decimal.Decimal("-12.345")),
    (data_obj, 72, DecimalData, decimal.Decimal("0.0")),
    (data_obj, 73, DecimalData, None),
    (data_obj, 74, FloatData, 12.345),
    (data_obj, 75, FloatData, -12.345),
    (data_obj, 76, FloatData, 0.0),
    (data_obj, 77, FloatData, None),
    (data_obj, 80, IntegerData, 123456789),
    (data_obj, 81, IntegerData, -123456789),
    (data_obj, 82, IntegerData, 0),
    (data_obj, 83, IntegerData, None),
    # (XX, ImageData
    (data_obj, 95, GenericIPAddressData, "fe80:1424:2223:6cff:fe8a:2e8a:2151:abcd"),
    (data_obj, 96, GenericIPAddressData, None),
    (data_obj, 110, PositiveBigIntegerData, 9223372036854775807),
    (data_obj, 111, PositiveBigIntegerData, None),
    (data_obj, 120, PositiveIntegerData, 123456789),
    (data_obj, 121, PositiveIntegerData, None),
    (data_obj, 130, PositiveSmallIntegerData, 12),
    (data_obj, 131, PositiveSmallIntegerData, None),
    (data_obj, 140, SlugData, "this-is-a-slug"),
    (data_obj, 141, SlugData, None),
    (data_obj, 142, SlugData, ""),
    (data_obj, 150, SmallData, 12),
    (data_obj, 151, SmallData, -12),
    (data_obj, 152, SmallData, 0),
    (data_obj, 153, SmallData, None),
    (
        data_obj,
        160,
        TextData,
        """This is a long piece of text.
It contains line breaks.
Several of them.
The end.""",
    ),
    (data_obj, 161, TextData, ""),
    (data_obj, 162, TextData, None),
    (data_obj, 170, TimeData, datetime.time(10, 42, 37)),
    (data_obj, 171, TimeData, None),
    (generic_obj, 200, GenericData, ["Generic Object 1", "tag1", "tag2"]),
    (generic_obj, 201, GenericData, ["Generic Object 2", "tag2", "tag3"]),
    (data_obj, 300, Anchor, "Anchor 1"),
    (data_obj, 301, Anchor, "Anchor 2"),
    (data_obj, 302, UniqueAnchor, "UAnchor 1"),
    (fk_obj, 400, FKData, 300),  # Post reference
    (fk_obj, 401, FKData, 500),  # Pre reference
    (fk_obj, 402, FKData, None),  # Empty reference
    (m2m_obj, 410, M2MData, []),  # Empty set
    (m2m_obj, 411, M2MData, [300, 301]),  # Post reference
    (m2m_obj, 412, M2MData, [500, 501]),  # Pre reference
    (m2m_obj, 413, M2MData, [300, 301, 500, 501]),  # Pre and Post reference
    (o2o_obj, None, O2OData, 300),  # Post reference
    (o2o_obj, None, O2OData, 500),  # Pre reference
    (fk_obj, 430, FKSelfData, 431),  # Pre reference
    (fk_obj, 431, FKSelfData, 430),  # Post reference
    (fk_obj, 432, FKSelfData, None),  # Empty reference
    (m2m_obj, 440, M2MSelfData, []),
    (m2m_obj, 441, M2MSelfData, []),
    (m2m_obj, 442, M2MSelfData, [440, 441]),
    (m2m_obj, 443, M2MSelfData, [445, 446]),
    (m2m_obj, 444, M2MSelfData, [440, 441, 445, 446]),
    (m2m_obj, 445, M2MSelfData, []),
    (m2m_obj, 446, M2MSelfData, []),
    (fk_obj, 450, FKDataToField, "UAnchor 1"),
    (fk_obj, 451, FKDataToField, "UAnchor 2"),
    (fk_obj, 452, FKDataToField, None),
    (fk_obj, 460, FKDataToO2O, 300),
    (im2m_obj, 470, M2MIntermediateData, None),
    # testing post- and pre-references and extra fields
    (im_obj, 480, Intermediate, {"right": 300, "left": 470}),
    (im_obj, 481, Intermediate, {"right": 300, "left": 490}),
    (im_obj, 482, Intermediate, {"right": 500, "left": 470}),
    (im_obj, 483, Intermediate, {"right": 500, "left": 490}),
    (im_obj, 484, Intermediate, {"right": 300, "left": 470, "extra": "extra"}),
    (im_obj, 485, Intermediate, {"right": 300, "left": 490, "extra": "extra"}),
    (im_obj, 486, Intermediate, {"right": 500, "left": 470, "extra": "extra"}),
    (im_obj, 487, Intermediate, {"right": 500, "left": 490, "extra": "extra"}),
    (im2m_obj, 490, M2MIntermediateData, []),
    (data_obj, 500, Anchor, "Anchor 3"),
    (data_obj, 501, Anchor, "Anchor 4"),
    (data_obj, 502, UniqueAnchor, "UAnchor 2"),
    (pk_obj, 601, BooleanPKData, True),
    (pk_obj, 602, BooleanPKData, False),
    (pk_obj, 610, CharPKData, "Test Char PKData"),
    (pk_obj, 620, DatePKData, datetime.date(2006, 6, 16)),
    (pk_obj, 630, DateTimePKData, datetime.datetime(2006, 6, 16, 10, 42, 37)),
    (pk_obj, 640, EmailPKData, "hovercraft@example.com"),
    (pk_obj, 660, FilePathPKData, "/foo/bar/whiz.txt"),
    (pk_obj, 670, DecimalPKData, decimal.Decimal("12.345")),
    (pk_obj, 671, DecimalPKData, decimal.Decimal("-12.345")),
    (pk_obj, 672, DecimalPKData, decimal.Decimal("0.0")),
    (pk_obj, 673, FloatPKData, 12.345),
    (pk_obj, 674, FloatPKData, -12.345),
    (pk_obj, 675, FloatPKData, 0.0),
    (pk_obj, 680, IntegerPKData, 123456789),
    (pk_obj, 681, IntegerPKData, -123456789),
    (pk_obj, 682, IntegerPKData, 0),
    (pk_obj, 695, GenericIPAddressPKData, "fe80:1424:2223:6cff:fe8a:2e8a:2151:abcd"),
    (pk_obj, 720, PositiveIntegerPKData, 123456789),
    (pk_obj, 730, PositiveSmallIntegerPKData, 12),
    (pk_obj, 740, SlugPKData, "this-is-a-slug"),
    (pk_obj, 750, SmallPKData, 12),
    (pk_obj, 751, SmallPKData, -12),
    (pk_obj, 752, SmallPKData, 0),
    # (pk_obj, 760, TextPKData, """This is a long piece of text.
    # It contains line breaks.
    # Several of them.
    # The end."""),
    # (pk_obj, 770, TimePKData, datetime.time(10, 42, 37)),
    (pk_obj, 791, UUIDData, uuid_obj),
    (fk_obj, 792, FKToUUID, uuid_obj),
    (pk_obj, 793, UUIDDefaultData, uuid_obj),
    (data_obj, 800, AutoNowDateTimeData, datetime.datetime(2006, 6, 16, 10, 42, 37)),
    (data_obj, 810, ModifyingSaveData, 42),
    (inherited_obj, 900, InheritAbstractModel, {"child_data": 37, "parent_data": 42}),
    (
        inherited_obj,
        910,
        ExplicitInheritBaseModel,
        {"child_data": 37, "parent_data": 42},
    ),
    (inherited_obj, 920, InheritBaseModel, {"child_data": 37, "parent_data": 42}),
    (data_obj, 1000, BigIntegerData, 9223372036854775807),
    (data_obj, 1001, BigIntegerData, -9223372036854775808),
    (data_obj, 1002, BigIntegerData, 0),
    (data_obj, 1003, BigIntegerData, None),
    (data_obj, 1004, LengthModel, 0),
    (data_obj, 1005, LengthModel, 1),
]


# Because Oracle treats the empty string as NULL, Oracle is expected to fail
# when field.empty_strings_allowed is True and the value is None; skip these
# tests.
if connection.features.interprets_empty_strings_as_nulls:
    test_data = [
        data
        for data in test_data
        if not (
            data[0] == data_obj
            and data[2]._meta.get_field("data").empty_strings_allowed
            and data[3] is None
        )
    ]


class SerializerDataTests(TestCase):
    pass


def serializerTest(self, format):
    # FK to an object with PK of 0. This won't work on MySQL without the
    # NO_AUTO_VALUE_ON_ZERO SQL mode since it won't let you create an object
    # with an autoincrement primary key of 0.
    if connection.features.allows_auto_pk_0:
        test_data.extend(
            [
                (data_obj, 0, Anchor, "Anchor 0"),
                (fk_obj, 465, FKData, 0),
            ]
        )

    # Create all the objects defined in the test data
    objects = []
    instance_count = {}
    for func, pk, klass, datum in test_data:
        with connection.constraint_checks_disabled():
            objects.extend(func[0](pk, klass, datum))

    # Get a count of the number of objects created for each class
    for klass in instance_count:
        instance_count[klass] = klass.objects.count()

    # Add the generic tagged objects to the object list
    objects.extend(Tag.objects.all())

    # Serialize the test database
    serialized_data = serializers.serialize(format, objects, indent=2)

    for obj in serializers.deserialize(format, serialized_data):
        obj.save()

    # Assert that the deserialized data is the same
    # as the original source
    for func, pk, klass, datum in test_data:
        func[1](self, pk, klass, datum)

    # Assert that the number of objects deserialized is the
    # same as the number that was serialized.
    for klass, count in instance_count.items():
        self.assertEqual(count, klass.objects.count())


register_tests(SerializerDataTests, "test_%s_serializer", serializerTest)