import os.path as osp import tempfile import time from click.testing import CliRunner from mim.commands.install import cli as install from mim.commands.train import cli as train from mim.utils import download_from_file, extract_tar, is_installed dataset_url = ('https://openmmlab.oss-cn-hangzhou.aliyuncs.com/mim/' 'dataset.tar') cfg_url = ('https://openmmlab.oss-cn-hangzhou.aliyuncs.com/mim/' 'resnet18_b16x8_custom.py') def setup_module(): runner = CliRunner() if not is_installed('mmcls'): result = runner.invoke(install, ['mmcls', '--yes']) assert result.exit_code == 0 def test_train(): runner = CliRunner() with tempfile.TemporaryDirectory() as temp_root: if not osp.exists(f'{temp_root}/dataset'): download_from_file(dataset_url, f'{temp_root}/dataset.tar') extract_tar(f'{temp_root}/dataset.tar', f'{temp_root}/') if not osp.exists(f'{temp_root}/config.py'): download_from_file(cfg_url, f'{temp_root}/config.py') # wait for the download task to complete time.sleep(5) result = runner.invoke(train, [ 'mmcls', f'{temp_root}/config.py', '--gpus=1', f'--work-dir={temp_root}' ]) assert result.exit_code == 0 result = runner.invoke(train, [ 'mmcls', f'{temp_root}/xxx.py', '--gpus=1', f'--work-dir={temp_root}' ]) assert result.exit_code != 0