modelscope/tests/utils/test_config.py

# Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import tempfile
import unittest

from modelscope.utils.config import Config

obj = {'a': 1, 'b': {'c': [1, 2, 3], 'd': 'dd'}}


class ConfigTest(unittest.TestCase):

    def test_json(self):
        config_file = 'configs/examples/configuration.json'
        cfg = Config.from_file(config_file)
        self.assertEqual(cfg.a, 1)
        self.assertEqual(cfg.b, obj['b'])

    def test_yaml(self):
        config_file = 'configs/examples/configuration.yaml'
        cfg = Config.from_file(config_file)
        self.assertEqual(cfg.a, 1)
        self.assertEqual(cfg.b, obj['b'])

    def test_py(self):
        config_file = 'configs/examples/configuration.py'
        cfg = Config.from_file(config_file)
        self.assertEqual(cfg.a, 1)
        self.assertEqual(cfg.b, obj['b'])

    def test_dump(self):
        config_file = 'configs/examples/configuration.py'
        cfg = Config.from_file(config_file)
        self.assertEqual(cfg.a, 1)
        self.assertEqual(cfg.b, obj['b'])
        pretty_text = 'a = 1\n'
        pretty_text += "b = dict(c=[1, 2, 3], d='dd')\n"

        json_str = '{"a": 1, "b": {"c": [1, 2, 3], "d": "dd"}}'
        yaml_str = 'a: 1\nb:\n  c:\n  - 1\n  - 2\n  - 3\n  d: dd\n'
        with tempfile.NamedTemporaryFile(suffix='.json') as ofile:
            self.assertEqual(pretty_text, cfg.dump())
            cfg.dump(ofile.name)
            with open(ofile.name, 'r') as infile:
                self.assertEqual(json_str, infile.read())

        with tempfile.NamedTemporaryFile(suffix='.yaml') as ofile:
            cfg.dump(ofile.name)
            with open(ofile.name, 'r') as infile:
                self.assertEqual(yaml_str, infile.read())

    def test_to_dict(self):
        config_file = 'configs/examples/configuration.json'
        cfg = Config.from_file(config_file)
        d = cfg.to_dict()
        print(d)
        self.assertTrue(isinstance(d, dict))

    def test_to_args(self):

        def parse_fn(args):
            parser = argparse.ArgumentParser(prog='PROG')
            parser.add_argument('--model-dir', default='')
            parser.add_argument('--lr', type=float, default=0.001)
            parser.add_argument('--optimizer', default='')
            parser.add_argument('--weight-decay', type=float, default=1e-7)
            parser.add_argument(
                '--save-checkpoint-epochs', type=int, default=30)
            return parser.parse_args(args)

        cfg = Config.from_file('configs/examples/plain_args.yaml')
        args = cfg.to_args(parse_fn)

        self.assertEqual(args.model_dir, 'path/to/model')
        self.assertAlmostEqual(args.lr, 0.01)
        self.assertAlmostEqual(args.weight_decay, 1e-6)
        self.assertEqual(args.optimizer, 'Adam')
        self.assertEqual(args.save_checkpoint_epochs, 20)


if __name__ == '__main__':
    unittest.main()