def test_min_max_values(self):
v = IntegerField(min_value=-100, max_value=0)
self.assertTrue(-100 <= v.generate() <= 0)
v = IntegerField(min_value=0, max_value=0)
self.assertEqual(v.generate(), 0)
v = IntegerField(min_value=100, max_value=0)
with self.assertRaises(ValueError):
v.generate()
def test_blankable(self):
v = IntegerField(blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.randint = random.randint
self.assertTrue(0 <= v.generate() <= 100)
v = IntegerField(blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.randint = random.randint
self.assertEqual(v.generate(), 0)
def test_nullable(self):
v = IntegerField(null=True, null_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.randint = random.randint
self.assertTrue(0 <= v.generate() <= 100)
v = IntegerField(null=True, null_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.randint = random.randint
self.assertIsNone(v.generate())
def test_min_max_length(self):
v = ArrayField(IntegerField(), min_length=5, max_length=10)
generated = v.generate()
self.assertTrue(5 <= len(generated) <= 10)
self.assertTrue(all([isinstance(i, int) for i in generated]))
v = ArrayField(IntegerField(), min_length=0, max_length=0)
generated = v.generate()
self.assertEqual(generated, [])
v = ArrayField(IntegerField(), min_length=10, max_length=5)
with self.assertRaises(ValueError):
generated = v.generate()
class SimpleTestSchema(BaseSchema):
schema = {
'array': ArrayField(IntegerField()),
'nest-1': {
'nest-2': {
'string': StringField()
},
'integer': IntegerField()
},
'nest_3': {
'double': DoubleField()
}
}
def test_blankable(self):
v = ArrayField(IntegerField(), blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
generated = v.generate()
self.assertTrue(1 <= len(generated) <= 10)
self.assertTrue(all([isinstance(i, int) for i in generated]))
v = ArrayField(IntegerField(), blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqual(v.generate(), [])
def test_nullable_blankable_choices(self):
choices = [1, 5, 10]
v = IntegerField(null=True, null_prob=0.3, blank=True, blank_prob=0.3, choices=choices)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
self.assertIsNone(v.generate())
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0.5
mocked_random.choice = random.choice
self.assertEqual(v.generate(), 0)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
self.assertIn(v.generate(), choices)
def test_nullable_blankable(self):
v = IntegerField(null=True, null_prob=0.3,
blank=True, blank_prob=0.3)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.randint = random.randint
self.assertIsNone(v.generate())
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0.5
mocked_random.randint = random.randint
self.assertEqual(v.generate(), 0)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.randint = random.randint
self.assertTrue(0 <= v.generate() <= 100)
def test_not_required(self):
v = IntegerField(required=False, not_present_prob=0)
self.assertTrue(0 <= v.generate() <= 100)
v = IntegerField(required=False, not_present_prob=1)
with self.assertRaises(NotGeneratedException):
v.generate()
v = IntegerField(required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
with self.assertRaises(NotGeneratedException):
v.generate()
v = IntegerField(required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.randint = random.randint
self.assertTrue(0 <= v.generate() <= 100)
def test_default(self):
v = ArrayField(IntegerField())
generated = v.generate()
self.assertTrue(1 <= len(generated) <= 10)
self.assertTrue(all([isinstance(i, int) for i in generated]))
int_field = mock.Mock(wraps=IntegerField())
int_field.generate = lambda: 0
str_field = mock.Mock(wraps=StringField())
str_field.generate = lambda: 'string'
v = ArrayField([int_field, str_field])
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.randint.return_value = 2
mocked_random.choice.side_effect = [int_field, str_field]
generated = v.generate()
self.assertEqual(len(generated), 2)
self.assertEqual(generated[0], 0)
self.assertTrue(generated[1], 'string')
def test_nullable_blankable_choices(self):
choices = [1, 5, 10]
v = IntegerField(null=True, null_prob=0.3,
blank=True, blank_prob=0.3,
choices=choices)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
self.assertIsNone(v.generate())
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0.5
mocked_random.choice = random.choice
self.assertEqual(v.generate(), 0)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
self.assertIn(v.generate(), choices)
def test_min_max_values(self):
v = IntegerField(min_value=-100, max_value=0)
self.assertTrue(-100 <= v.generate() <= 0)
v = IntegerField(min_value=0, max_value=0)
self.assertEqual(v.generate(), 0)
v = IntegerField(min_value=100, max_value=0)
with self.assertRaises(ValueError):
v.generate()
def test_not_required(self):
v = ArrayField(IntegerField(), required=False, not_present_prob=0)
generated = v.generate()
self.assertTrue(1 <= len(generated) <= 10)
self.assertTrue(all([isinstance(i, int) for i in generated]))
v = ArrayField(IntegerField(), required=False, not_present_prob=1)
with self.assertRaises(NotGeneratedException):
v.generate()
v = ArrayField(IntegerField(), required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
with self.assertRaises(NotGeneratedException):
v.generate()
v = ArrayField(IntegerField(), required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
generated = v.generate()
self.assertTrue(1 <= len(generated) <= 10)
self.assertTrue(all([isinstance(i, int) for i in generated]))
def test_choices(self):
choices = [1, 5, 10]
v = IntegerField(choices=choices)
self.assertIn(v.generate(), choices)
class ObjectFieldTestCase(unittest.TestCase):
simple_schema = {
'integer': IntegerField(),
'string': StringField(),
'boolean': BooleanField()
}
complex_schema = {
'array': ArrayField(IntegerField()),
'nest-1': {
'nest-2': {
'string': StringField()
},
'integer': IntegerField()
}
}
nested_schema = {
'simple': ObjectField(simple_schema),
'complex': ObjectField(complex_schema)
}
def assertEqualSimpleSchema(self, value):
self.assertEqual(set(value.keys()), set(self.simple_schema.keys()))
self.assertTrue(0 <= value['integer'] <= 100)
self.assertTrue(0 <= len(value['string']) <= 10)
self.assertTrue(all([s in (string.ascii_letters + string.digits)
for s in value['string']]))
self.assertTrue(isinstance(value['boolean'], bool))
def assertEqualComplexSchema(self, value):
self.assertEqual(set(value.keys()), set(self.complex_schema.keys()))
self.assertTrue(0 <= len(value['array']) <= 10)
self.assertTrue(all([isinstance(i, int) for i in value['array']]))
self.assertEqual(set(value['nest-1'].keys()),
set(self.complex_schema['nest-1'].keys()))
self.assertTrue(0 <= value['nest-1']['integer'] <= 100)
self.assertEqual(set(value['nest-1']['nest-2'].keys()),
set(self.complex_schema['nest-1']['nest-2'].keys()))
self.assertTrue(0 <= len(value['nest-1']['nest-2']['string']) <= 10)
self.assertTrue(all([s in (string.ascii_letters + string.digits)
for s in value['nest-1']['nest-2']['string']]))
def test_default_simple_schema(self):
v = ObjectField(self.simple_schema)
self.assertEqualSimpleSchema(v.generate())
def test_default_complex_schema(self):
v = ObjectField(self.complex_schema)
self.assertEqualComplexSchema(v.generate())
def test_default_nested_schema(self):
v = ObjectField(self.nested_schema)
generated = v.generate()
self.assertEqual(set(generated.keys()), set(self.nested_schema.keys()))
self.assertEqualSimpleSchema(generated['simple'])
self.assertEqualComplexSchema(generated['complex'])
def test_not_required(self):
v = ObjectField(self.simple_schema, required=False, not_present_prob=0)
self.assertEqualSimpleSchema(v.generate())
v = ObjectField(self.simple_schema, required=False, not_present_prob=1)
with self.assertRaises(NotGeneratedException):
v.generate()
v = ObjectField(self.simple_schema, required=False,
not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
with self.assertRaises(NotGeneratedException):
v.generate()
v = ObjectField(self.simple_schema, required=False,
not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqualSimpleSchema(v.generate())
def test_nullable(self):
v = ObjectField(self.simple_schema, null=True, null_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqualSimpleSchema(v.generate())
v = ObjectField(self.simple_schema, null=True, null_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertIsNone(v.generate())
def test_blankable(self):
v = ObjectField(self.simple_schema, blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqualSimpleSchema(v.generate())
v = ObjectField(self.simple_schema, blank=True, blank_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqual(v.generate(), {})
def test_nullable_blankable(self):
v = ObjectField(self.simple_schema, null=True, null_prob=0.3,
blank=True, blank_prob=0.3)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertIsNone(v.generate())
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0.5
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqual(v.generate(), {})
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.choice = random.choice
mocked_random.randint = random.randint
self.assertEqualSimpleSchema(v.generate())
def test_not_required(self):
v = IntegerField(required=False, not_present_prob=0)
self.assertTrue(0 <= v.generate() <= 100)
v = IntegerField(required=False, not_present_prob=1)
with self.assertRaises(NotGeneratedException):
v.generate()
v = IntegerField(required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 0
with self.assertRaises(NotGeneratedException):
v.generate()
v = IntegerField(required=False, not_present_prob=0.5)
with mock.patch(FIELDS_RANDOM_MODULE) as mocked_random:
mocked_random.random.return_value = 1
mocked_random.randint = random.randint
self.assertTrue(0 <= v.generate() <= 100)
def test_default(self):
v = IntegerField()
self.assertTrue(0 <= v.generate() <= 100)
def test_default(self):
v = IntegerField()
self.assertTrue(0 <= v.generate() <= 100)
def test_choices(self):
choices = [1, 5, 10]
v = IntegerField(choices=choices)
self.assertIn(v.generate(), choices)
