import os import os.path as osp import tempfile import mmcv import pytest def _test_processor(file_format, test_obj, str_checker, mode='r+'): # dump to a string dump_str = mmcv.dump(test_obj, file_format=file_format) str_checker(dump_str) # load/dump with filenames tmp_filename = osp.join(tempfile.gettempdir(), 'mmcv_test_dump') mmcv.dump(test_obj, tmp_filename, file_format=file_format) assert osp.isfile(tmp_filename) load_obj = mmcv.load(tmp_filename, file_format=file_format) assert load_obj == test_obj os.remove(tmp_filename) # json load/dump with a file-like object with tempfile.NamedTemporaryFile(mode, delete=False) as f: tmp_filename = f.name mmcv.dump(test_obj, f, file_format=file_format) assert osp.isfile(tmp_filename) with open(tmp_filename, mode) as f: load_obj = mmcv.load(f, file_format=file_format) assert load_obj == test_obj os.remove(tmp_filename) # automatically inference the file format from the given filename tmp_filename = osp.join(tempfile.gettempdir(), 'mmcv_test_dump.' + file_format) mmcv.dump(test_obj, tmp_filename) assert osp.isfile(tmp_filename) load_obj = mmcv.load(tmp_filename) assert load_obj == test_obj os.remove(tmp_filename) obj_for_test = [{'a': 'abc', 'b': 1}, 2, 'c'] def test_json(): def json_checker(dump_str): assert dump_str in [ '[{"a": "abc", "b": 1}, 2, "c"]', '[{"b": 1, "a": "abc"}, 2, "c"]' ] _test_processor('json', obj_for_test, json_checker) def test_yaml(): def yaml_checker(dump_str): assert dump_str in [ '- {a: abc, b: 1}\n- 2\n- c\n', '- {b: 1, a: abc}\n- 2\n- c\n' ] _test_processor('yaml', obj_for_test, yaml_checker) def test_pickle(): def pickle_checker(dump_str): import pickle assert pickle.loads(dump_str) == obj_for_test _test_processor('pickle', obj_for_test, pickle_checker, mode='rb+') def test_exception(): test_obj = [{'a': 'abc', 'b': 1}, 2, 'c'] with pytest.raises(ValueError): mmcv.dump(test_obj) with pytest.raises(TypeError): mmcv.dump(test_obj, 'tmp.txt')