def test_validate_dynamic_data(self):
dynamic_string = '{ "string_field": "ABC", "date_field": "2019-01-01T11:30:00.00", ' \
'"int_field": 123, "float_field": 123.456 }'
dynamic_object = json.loads(dynamic_string)
schema = ObjectSchema() \
.with_required_property("string_field", TypeCode.String) \
.with_required_property("date_field", TypeCode.DateTime) \
.with_required_property("int_field", TypeCode.Integer) \
.with_required_property("float_field", TypeCode.Float)
results = schema.validate(dynamic_object)
assert len(results) == 0
def test_object_types(self):
schema = ObjectSchema() \
.with_required_property("int_field", int) \
.with_required_property("string_property", str) \
.with_optional_property("null_property", object) \
.with_required_property("int_array_property", list) \
.with_required_property("string_list_property", list) \
.with_required_property("map_property", dict) \
.with_required_property("sub_object_property", TestSubObject) \
.with_required_property("sub_array_property", list)
obj = TestObject()
results = schema.validate(obj)
assert 0 == len(results)
def test_string_types(self):
schema = ObjectSchema() \
.with_required_property("int_field", "Integer") \
.with_required_property("string_property", "String") \
.with_optional_property("null_property", "Object") \
.with_required_property("int_array_property", "int[]") \
.with_required_property("string_list_property", "list") \
.with_required_property("map_property", "dict") \
.with_required_property("sub_object_property", "TestSubObject") \
.with_required_property("sub_array_property", "TestSubObject[]")
obj = TestObject()
results = schema.validate(obj)
assert 0 == len(results)
def test_optional_properties(self):
schema = ObjectSchema() \
.with_optional_property("int_field", None) \
.with_optional_property("string_property", None) \
.with_optional_property("null_property", None) \
.with_optional_property("int_array_property", None) \
.with_optional_property("string_list_property", None) \
.with_optional_property("map_property", None) \
.with_optional_property("sub_object_property", None) \
.with_optional_property("sub_array_property", None)
obj = TestObject()
results = schema.validate(obj)
assert 0 == len(results)
def test_required_properties(self):
schema = ObjectSchema() \
.with_required_property("int_field", None) \
.with_required_property("string_property", None) \
.with_required_property("null_property", None) \
.with_required_property("int_array_property", None) \
.with_required_property("string_list_property", None) \
.with_required_property("map_property", None) \
.with_required_property("sub_object_property", None) \
.with_required_property("sub_array_property", None)
obj = TestObject()
obj.sub_array_property = None
results = schema.validate(obj)
assert 2 == len(results)
def test_object_types(self):
schema = ObjectSchema() \
.with_required_property('__private_field') \
.with_required_property('__private_property') \
.with_required_property("int_field", TypeCode.Long) \
.with_required_property("string_property", TypeCode.String) \
.with_optional_property("null_property", TypeCode.Object) \
.with_required_property("int_array_property", TypeCode.Array) \
.with_required_property("string_list_property", TypeCode.Array) \
.with_required_property("map_property", TypeCode.Map) \
.with_required_property("sub_object_property", TypeCode.Object) \
.with_required_property("sub_array_property", TypeCode.Array)
obj = ObjectTest()
results = schema.validate(obj)
assert 0 == len(results)
def test_array_and_map_schema(self):
sub_schema = ObjectSchema() \
.with_required_property("Id", "String") \
.with_required_property("FLOAT_FIELD", "float") \
.with_optional_property("null_property", "Object")
schema = ObjectSchema() \
.with_required_property("int_field", "Integer") \
.with_required_property("string_property", "String") \
.with_optional_property("null_property", "Object") \
.with_required_property("int_array_property", ArraySchema("Integer")) \
.with_required_property("string_list_property", ArraySchema("String")) \
.with_required_property("map_property", MapSchema("String", "Integer")) \
.with_required_property("sub_object_property", sub_schema) \
.with_required_property("sub_array_property", ArraySchema(sub_schema))
obj = TestObject()
results = schema.validate(obj)
assert 0 == len(results)
def test_array_and_map_schema(self):
sub_schema = ObjectSchema() \
.with_required_property("id", TypeCode.String) \
.with_required_property("float_field", TypeCode.Double) \
.with_optional_property("null_property", TypeCode.Map)
schema = ObjectSchema() \
.with_required_property('__private_field') \
.with_required_property('__private_property') \
.with_required_property("int_field", TypeCode.Long) \
.with_required_property("string_property", TypeCode.String) \
.with_optional_property("null_property", TypeCode.Object) \
.with_required_property("int_array_property", ArraySchema(TypeCode.Long)) \
.with_required_property("string_list_property", ArraySchema(TypeCode.String)) \
.with_required_property("map_property", MapSchema(TypeCode.String, TypeCode.Long)) \
.with_required_property("sub_object_property", sub_schema) \
.with_required_property("sub_array_property", ArraySchema(sub_schema))
obj = ObjectTest()
results = schema.validate(obj)
assert 0 == len(results)
def test_unexpected(self):
schema = ObjectSchema()
obj = TestObject()
results = schema.validate(obj)
assert 8 == len(results)
def test_empty_schema(self):
schema = ObjectSchema()
results = schema.validate(None)
assert 0 == len(results)
