def test_relative_object_many(self):
data = {
"name": "foo",
"related": [{
"name": "Foo",
"key": 321
}, {
"name": "Bar",
"key": 322
}]
}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"many_related_objs": "related"
},
"parsers": {
"many_related_objs": {
"type": "relative_object",
"data_name": "related_data",
"many": True
}
},
"m2m_fields": ["many_related_objs"]
}
self.import_related()
td = TransferData(data=[data], manifest=manifest)
objs = td.import_data()
rel1 = MyRelatedModel.objects.get(key=321)
rel2 = MyRelatedModel.objects.get(key=322)
self.assertIn(rel1, objs[0].many_related_objs.all())
self.assertIn(rel2, objs[0].many_related_objs.all())
def test_relative_key_many(self):
data = {"name": "foo", "related": [1, 2, 3]}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"many_related_objs": "related"
},
"parsers": {
"many_related_objs": {
"type": "relative_key",
"data_name": "related_data",
"rk_lookup": "key",
"many": True
}
},
"m2m_fields": ["many_related_objs"]
}
self.import_related()
td = TransferData(data=[data], manifest=manifest)
imported_objects = td.import_data()
rel_obj1 = MyRelatedModel.objects.get(key=1)
rel_obj2 = MyRelatedModel.objects.get(key=2)
rel_obj3 = MyRelatedModel.objects.get(key=3)
self.assertIn(rel_obj1, imported_objects[0].many_related_objs.all())
self.assertIn(rel_obj2, imported_objects[0].many_related_objs.all())
self.assertIn(rel_obj3, imported_objects[0].many_related_objs.all())
def test_field_path(self):
data = {
"object": {
"name": "Test CharField",
"description": {
"content": "Test TextField"
},
"other": {
"some_field": {
"is_truthy": True,
"number": 345
}
}
}
}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "object.name",
"text_field": "object.description.content",
"bool_field": "object.other.some_field.is_truthy",
"int_field": "object.other.some_field.number"
}
}
td = TransferData(data=[data], manifest=manifest)
imported_objects = td.import_data()
self.assertIsInstance(imported_objects[0], MyModel)
self.assertEqual(imported_objects[0].char_field,
data['object']['name'])
self.assertEqual(imported_objects[0].text_field,
data['object']['description']['content'])
self.assertEqual(imported_objects[0].bool_field,
data['object']['other']['some_field']['is_truthy'])
self.assertEqual(imported_objects[0].int_field,
data['object']['other']['some_field']['number'])
def test_datetime_parser(self):
data = [{
"some_date": "2016-03-08",
"some_datetime": "2016-03-08T21:45:00Z"
}]
manifest = {
"model": "tests.MyModel",
"mapping": {
"datetime_field": "some_datetime",
"date_field": "some_date"
},
"parsers": {
"datetime_field": {
"type": "datetime"
},
"date_field": {
"type": "datetime"
}
}
}
td = TransferData(data=data, manifest=manifest)
self.assertEqual(td.data, data)
self.assertEqual(td.manifest, manifest)
imported_objects = td.import_data()
self.assertIsInstance(imported_objects[0], MyModel)
self.assertEqual(imported_objects[0].datetime_field,
dateutil.parser.parse(data[0]['some_datetime']))
self.assertEqual(imported_objects[0].date_field,
dateutil.parser.parse(data[0]['some_date']))
def test_relative_key_rk_lookup_not_defined(self):
data = {"name": "foo", "related": 100}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"related_obj": "related"
},
"parsers": {
"related_obj": {
"type": "relative_key",
"data_name": "related_data"
}
}
} # missing rk_lookup
self.import_related()
td = TransferData(data=[data], manifest=manifest)
with self.assertRaises(InvalidManifest):
td.import_data()
def test_relative_object_parser(self):
data = {"name": "foo", "related": {"name": "Foo", "key": 321}}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"related_obj": "related"
},
"parsers": {
"related_obj": {
"type": "relative_object",
"data_name": "related_data"
}
}
}
self.import_related()
td = TransferData(data=[data], manifest=manifest)
objs = td.import_data()
rel = MyRelatedModel.objects.get(key=321)
self.assertEqual(objs[0].related_obj, rel)
def test_relative_key_does_not_exist(self):
data = {"name": "foo", "related": 100}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"related_obj": "related"
},
"parsers": {
"related_obj": {
"type": "relative_key",
"data_name": "related_data",
"rk_lookup": "key"
}
}
}
self.import_related()
td = TransferData(data=[data], manifest=manifest)
with self.assertRaises(RelativeKeyDoesNotExist):
td.import_data()
def test_relative_key_parser(self):
data = {"name": "foo", "related": 1}
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"related_obj": "related"
},
"parsers": {
"related_obj": {
"type": "relative_key",
"data_name": "related_data",
"rk_lookup": "key"
}
}
}
self.import_related()
td = TransferData(data=[data], manifest=manifest)
imported_objects = td.import_data()
rel_obj = MyRelatedModel.objects.get(key=1)
self.assertEqual(imported_objects[0].related_obj, rel_obj)
def test_loader_basic_field_import(self):
data = [{
"name": "Test CharField",
"description": "Test TextField",
"is_truthy": True,
"number": 345
}]
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name",
"text_field": "description",
"bool_field": "is_truthy",
"int_field": "number"
}
}
td = TransferData(data=data, manifest=manifest)
imported_objects = td.import_data()
self.assertIsInstance(imported_objects[0], MyModel)
self.assertEqual(imported_objects[0].char_field, data[0]['name'])
self.assertEqual(imported_objects[0].text_field,
data[0]['description'])
self.assertEqual(imported_objects[0].bool_field, data[0]['is_truthy'])
self.assertEqual(imported_objects[0].int_field, data[0]['number'])
def test_boolean_parser(self):
data = {
"bool": True,
"false": False,
"str_bool": "True",
"str": "foo",
"empty_str": "",
"list": [1, 2, 3],
"empty_list": [],
"object": {
"foo": 123
},
"empty_object": {}
}
manifest = {
"model": "tests.MyModel",
"mapping": {
"bool_field": "bool"
},
"parsers": {
"bool_field": {
"type": "boolean"
}
}
}
should_be_true = ["bool", "str_bool", "str", "list", "object"]
should_be_false = ["false", "empty_str", "empty_list", "empty_object"]
td = TransferData(data=[data], manifest=manifest)
for field_name in should_be_true:
td.manifest['mapping']['bool_field'] = field_name
import_objects = td.import_data()
self.assertEqual(type(import_objects[0].bool_field), bool)
self.assertEqual(import_objects[0].bool_field, True)
for field_name in should_be_false:
td.manifest['mapping']['bool_field'] = field_name
import_objects = td.import_data()
self.assertEqual(type(import_objects[0].bool_field), bool)
self.assertEqual(import_objects[0].bool_field, False)
def test_string_parser(self):
data = [{
"name": "Some string",
"number": 35,
"decimal": 2.54,
"bool": True,
"list": [1, 2, 3],
"object": {
"foo": "bar",
"boo": 123
}
}]
manifest = {
"model": "tests.MyModel",
"mapping": {
"char_field": "name"
},
"parsers": {
"char_field": {
"type": "string"
}
}
}
td = TransferData(data=data, manifest=manifest)
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field, data[0]['name'])
# int to string
td.manifest['mapping']['char_field'] = "number"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field,
str(data[0]['number']))
# decimal to string
td.manifest['mapping']['char_field'] = "decimal"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field,
str(data[0]['decimal']))
# boolean to string
td.manifest['mapping']['char_field'] = "bool"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field, str(data[0]['bool']))
# list to string
td.manifest['mapping']['char_field'] = "list"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field, str(data[0]['list']))
# object to string
td.manifest['mapping']['char_field'] = "object"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].char_field,
str(data[0]['object']))
def test_loader_no_manifest(self):
with self.assertRaises(LoadNotConfigured) as err:
TransferData(data_name='dataset_no_manifest')
self.assertTrue("Can't find manifest" in str(err.exception))
def test_loader_manual_data(self):
data = {"id": "123", "foo": "bar"}
td = TransferData(data_name='dataset_one', data=data)
self.assertEqual(td.data, data)
def test_loader_manual_manifest(self):
manifest = {"model": "tests.MyModel", "mapping": {}}
td = TransferData(data_name='dataset_no_manifest', manifest=manifest)
self.assertEqual(td.manifest, manifest)
def import_related(self):
td = TransferData(data_name='related_data')
td.import_data()
def test_integer_parser(self):
data = [{
"string_int": "34",
"string": "foo",
"int": 32,
"decimal": 3.55,
"bool": True,
"invalid": {
"foo": 123
}
}]
manifest = {
"model": "tests.MyModel",
"mapping": {
"int_field": "int"
},
"parsers": {
"int_field": {
"type": "integer"
}
}
}
td = TransferData(data=data, manifest=manifest)
imported_objects = td.import_data()
self.assertEqual(len(imported_objects), 1)
self.assertEqual(imported_objects[0].int_field, data[0]['int'])
# int string to int
td.manifest['mapping']['int_field'] = "string_int"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].int_field, 34)
# decimal to int
td.manifest['mapping']['int_field'] = "decimal"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].int_field, 3)
# bool to int
td.manifest['mapping']['int_field'] = "bool"
imported_objects = td.import_data()
self.assertEqual(imported_objects[0].int_field, 1)
# INVALID
# invalid int
td.manifest['mapping']['int_field'] = "invalid"
with self.assertRaises(TypeError):
td.import_data()
# string to int
td.manifest['mapping']['int_field'] = "string"
with self.assertRaises(ValueError):
td.import_data()
def test_loader_no_data(self):
with self.assertRaises(LoadNotConfigured) as err:
TransferData(data_name='test_data')
self.assertTrue("Can't find data" in str(err.exception))
