def test_invalid_training_config_value(self):
"""
Check if exception is thrown if invalid config value is given
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[11])
def test_invalid_arg(self):
"""
Check if exception is thrown when invalid arg value is given
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[10])
def test_missing_arg(self):
"""
Check if exception is thrown when no arg is given
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[9])
def test_training_config_value_missing(self):
"""
Check if exception is thrown when config value is missing
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[8])
def test_required_arg_omitted(self):
"""
Check if exception is thrown when output_directory is given
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[6])
def test_unmatching_training_config(self):
"""
Check if exception is thrown when config with unmatching
section is given
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[3])
def test_required_args(self):
"""
Check if args.generate_config is set correctly if --generate_config
is not specified
"""
parser, config_dict = set_args()
args = parser.parse_args(self.cmd_args[5])
config_dict, arg_dict = parse_args(config_dict, args)
self.assertTrue(arg_dict.get("generate_config") is None)
def test_inconsistent_training_config(self):
"""
Check if excpetion is thrown if trainig config is specified without
--generate_config being specified
"""
parser, config_dict = set_args()
with self.assertRaises(SystemExit):
args = parser.parse_args(self.cmd_args[4])
config_dict, arg_dict = parse_args(config_dict, args)
def test_gpu(self):
"""
Check if --gc can parse device choice correctly
"""
parser, config_dict = set_args()
args = parser.parse_args(self.cmd_args[1])
config_dict, arg_dict = parse_args(config_dict, args)
self.assertTrue(config_dict.get("dataset") == "wn18")
self.assertTrue(config_dict.get("device") == "GPU")
self.assertTrue(arg_dict.get("output_directory") == "./output_dir")
def test_generate_config_default(self):
"""
Check if default value of --generate_config is assigned correctly
"""
parser, config_dict = set_args()
args = parser.parse_args(self.cmd_args[0])
config_dict, arg_dict = parse_args(config_dict, args)
self.assertTrue(config_dict.get("dataset") == "wn18")
self.assertTrue(config_dict.get("device") == "GPU")
self.assertTrue(arg_dict.get("num_partitions") == 5)
def test_cpu_training_config(self):
"""
Check if training configs can be parsed correctly
"""
parser, config_dict = set_args()
args = parser.parse_args(self.cmd_args[2])
config_dict, arg_dict = parse_args(config_dict, args)
self.assertTrue(config_dict.get("dataset") == "wn18")
self.assertTrue(config_dict.get("device") == "CPU")
self.assertTrue(arg_dict.get("output_directory") == "./output_dir")
self.assertTrue(config_dict.get("model.embedding_size") == "400")
self.assertTrue(config_dict.get("training.batch_size") == "51200")
self.assertTrue(config_dict.get("training.num_epochs") == "23")
