def test_set_attribute_type__single_attribute(self):
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
self.assertEqual(AttributeType.QUASIIDENTIFYING.value,
dataset._attributes[0].type.value)
self.assertEqual(Dataset._DEFAULT_ATTRIBUTE_TYPE.value,
dataset._attributes[1].type.value)
def test_set_hierarchy(self):
test_hierarchy = [["0", "*"], ["1", "*"]]
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
dataset.set_hierarchy("id", test_hierarchy)
self.assertEqual(dataset._attributes[0].hierarchy, test_hierarchy)
def test_set_hierarchy__not_valid_attribute_name(self):
test_hierarchy = [["0", "*"], ["1", "*"]]
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
with self.assertRaises(KeyError):
dataset.set_hierarchy("fail", test_hierarchy)
self.assertIsNone(dataset._attributes[0].hierarchy)
def test_set_hierarchy_with_pandas(self):
test_hierarchy = [["0", "*"], ["1", "*"]]
hierarchy_df = pandas.DataFrame(test_hierarchy)
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
dataset.set_hierarchy("id", hierarchy_df)
self.assertEqual(dataset._attributes[0].hierarchy, test_hierarchy)
def test_set_hierarchy__not_valid_attribute_type(self):
test_hierarchy = [["0", "*"], ["1", "*"]]
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.INSENSITIVE)
with self.assertRaises(ValueError):
dataset.set_hierarchy("id", test_hierarchy)
self.assertIsNone(dataset._attributes[0].hierarchy)
self.assertIsNot(test_hierarchy, dataset._attributes[0].hierarchy)
def test_set_hierarchies(self):
test_hierarchy_id = [["0", "*"], ["1", "*"]]
test_hierarchy_name = [["Viktor", "*"], ["Jerry", "*"]]
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
dataset._set_attribute_type("name", AttributeType.QUASIIDENTIFYING)
dataset.set_hierarchies({
"id": test_hierarchy_id,
"name": test_hierarchy_name
})
self.assertEqual(dataset._attributes[0].hierarchy, test_hierarchy_id)
self.assertEqual(dataset._attributes[1].hierarchy, test_hierarchy_name)
def test__payload__with_hierarchies(self):
test_hierarchy_id = [["0", "*"], ["1", "*"]]
test_hierarchy_name = [["Viktor", "NAME"], ["Jerry", "NAME"]]
dataset = Dataset(self.test_data)
dataset._set_attribute_type("id", AttributeType.QUASIIDENTIFYING)
dataset._set_attribute_type("name", AttributeType.QUASIIDENTIFYING)
dataset.set_hierarchies({
"id": test_hierarchy_id,
"name": test_hierarchy_name
})
payload = dataset._payload()
self.assertEqual(test_hierarchy_id,
payload["attributes"][0]["hierarchy"])
self.assertEqual(test_hierarchy_name,
payload["attributes"][1]["hierarchy"])