def test_serialize_nonnullable(self):
class Model(psm.SchemaModel):
field = psm.FloatField(nullable=False)
m1 = Model(field=None)
with self.assertRaises(psm.ValidationError):
psm.serialize(m1)
m2 = Model(field=12.12)
m2_str = psm.serialize(m2)
self.assertEqual('{"field": 12.12}', m2_str)
def test_serialize_nullable_bool(self):
class Model(psm.SchemaModel):
field = psm.BoolField(nullable=True)
m1 = Model(field=None)
m1_str = psm.serialize(m1)
self.assertEqual('{"field": null}', m1_str)
m2 = Model(field=False)
m2_str = psm.serialize(m2)
self.assertEqual('{"field": false}', m2_str)
m3 = Model(field=True)
m3_str = psm.serialize(m3)
self.assertEqual('{"field": true}', m3_str)
def test_serialize_nullable(self):
class Model(psm.SchemaModel):
field = psm.FloatField(nullable=True)
m1 = Model()
m1_str = psm.serialize(m1)
self.assertEqual('{}', m1_str)
m2 = Model(field=None)
m2_str = psm.serialize(m2)
self.assertEqual('{"field": null}', m2_str)
m3 = Model(field=12.12)
m3_str = psm.serialize(m3)
self.assertEqual('{"field": 12.12}', m3_str)
def test_serialize_nonnullable_string(self):
class Model(psm.SchemaModel):
field = psm.StringField(nullable=False)
m1 = Model(field=None)
with self.assertRaises(psm.ValidationError):
psm.serialize(m1)
m2 = Model(field='str')
m2_str = psm.serialize(m2)
self.assertEqual('{"field": "str"}', m2_str)
m3 = Model(field='')
m3_str = psm.serialize(m3)
self.assertEqual('{"field": ""}', m3_str)
def test_serialize_nullable_string(self):
class Model(psm.SchemaModel):
field = psm.StringField(nullable=True)
m1 = Model(field=None)
m1_str = psm.serialize(m1)
self.assertEqual('{"field": null}', m1_str)
m2 = Model(field='str')
m2_str = psm.serialize(m2)
self.assertEqual('{"field": "str"}', m2_str)
m3 = Model(field='')
m3_str = psm.serialize(m3)
self.assertEqual('{"field": ""}', m3_str)
def test_serialize_bool(self):
class Model(psm.SchemaModel):
field = psm.BoolField(nullable=False)
m1 = Model(field=None)
with self.assertRaises(psm.ValidationError):
psm.serialize(m1)
m2 = Model(field=False)
m2_str = psm.serialize(m2)
self.assertEqual('{"field": false}', m2_str)
m3 = Model(field=True)
m3_str = psm.serialize(m3)
self.assertEqual('{"field": true}', m3_str)
def test_serialize_list_of_lists(self):
class Transformation(psm.SchemaModel):
m = psm.ListField([psm.ListField([psm.IntegerField()])])
m1 = Transformation(m=[[1, 0, 0], [0, 1, 0], [0, 0, 1]])
m1_str = psm.serialize(m1)
self.assertEqual('{"m": [[1, 0, 0], [0, 1, 0], [0, 0, 1]]}', m1_str)
def test_serialize_list_of_integers(self):
class Model(psm.SchemaModel):
indices = psm.ListField([psm.IntegerField()])
m1 = Model(indices=[1, 8, 9, 101])
m1_str = psm.serialize(m1)
self.assertEqual('{"indices": [1, 8, 9, 101]}', m1_str)
def test_serialize_obj_of_objs(self):
class SubModel(psm.SchemaModel):
field = psm.StringField()
class Model(psm.SchemaModel):
obj_field = psm.ObjectField(SubModel)
m1 = Model(obj_field=SubModel(field='greetings'))
m1_str = psm.serialize(m1)
self.assertEqual('{"obj_field": {"field": "greetings"}}', m1_str)
def test_serialize_list_of_objects_with_list(self):
class Vector(psm.SchemaModel):
u = psm.ListField([psm.IntegerField()], min_length=3, max_length=3)
class Model(psm.SchemaModel):
vectors = psm.ListField([psm.ObjectField(Vector)])
m1 = Model(vectors=[
Vector(u=[1, 0, 0]),
Vector(u=[0, 1, 0]),
Vector(u=[0, 0, 1])
])
m1_str = psm.serialize(m1)
self.assertEqual(
'{"vectors": [{"u": [1, 0, 0]}, {"u": [0, 1, 0]}, {"u": [0, 0, 1]}]}',
m1_str)
def test_serialize_list_of_objects(self):
class Vector(psm.SchemaModel):
x = psm.IntegerField(required=True, nullable=False)
y = psm.IntegerField(required=True, nullable=False)
z = psm.IntegerField(required=True, nullable=False)
class Model(psm.SchemaModel):
vectors = psm.ListField([psm.ObjectField(Vector)])
m1 = Model(vectors=[
Vector(x=1, y=0, z=0),
Vector(x=0, y=1, z=0),
Vector(x=0, y=0, z=1)
])
m1_str = psm.serialize(m1)
self.assertEqual(
'{"vectors": [{"x": 1, "y": 0, "z": 0}, {"x": 0, "y": 1, "z": 0}, {"x": 0, "y": 0, "z": 1}]}',
m1_str)
def test_serialize_mixed_list(self):
class SubModel(psm.SchemaModel):
data = psm.ListField([psm.BoolField()])
class Model(psm.SchemaModel):
bag = psm.ListField([
psm.IntegerField(),
psm.ListField([psm.ObjectField(SubModel)])
])
m1 = Model(bag=[
1,
[
SubModel(data=[True, False]),
SubModel(data=[True, True, False, False])
]
])
m1_str = psm.serialize(m1)
self.assertEqual(
'{"bag": [1, [{"data": [true, false]}, {"data": [true, true, false, false]}]]}',
m1_str)