mirror of
https://github.com/open-mmlab/mim.git
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61 lines
2.0 KiB
Python
61 lines
2.0 KiB
Python
import os.path as osp
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import tempfile
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import time
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from click.testing import CliRunner
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from mim.commands.install import cli as install
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from mim.commands.run import cli as run
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from mim.utils import download_from_file, extract_tar, is_installed
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dataset_url = 'https://download.openmmlab.com/mim/dataset.tar'
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cfg_url = 'https://download.openmmlab.com/mim/resnet18_b16x8_custom.py'
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ckpt_url = 'https://download.openmmlab.com/mim/epoch_3.pth'
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def setup_module():
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runner = CliRunner()
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if not is_installed('mmcls'):
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result = runner.invoke(install, ['mmcls', '--yes'])
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assert result.exit_code == 0
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def test_run():
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runner = CliRunner()
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with tempfile.TemporaryDirectory() as temp_root:
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if not osp.exists(f'{temp_root}/dataset'):
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download_from_file(dataset_url, f'{temp_root}/dataset.tar')
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extract_tar(f'{temp_root}/dataset.tar', f'{temp_root}/')
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if not osp.exists(f'{temp_root}/config.py'):
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download_from_file(cfg_url, f'{temp_root}/config.py')
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if not osp.exists(f'{temp_root}/ckpt.pth'):
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download_from_file(ckpt_url, f'{temp_root}/ckpt.pth')
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# wait for the download task to complete
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time.sleep(5)
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result = runner.invoke(run, [
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'mmcls', 'train', f'{temp_root}/config.py', '--gpus=1',
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f'--work-dir={temp_root}'
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])
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assert result.exit_code == 0
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result = runner.invoke(run, [
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'mmcls', 'test', f'{temp_root}/config.py', f'{temp_root}/ckpt.pth',
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'--metrics=accuracy'
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])
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assert result.exit_code == 0
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result = runner.invoke(run, [
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'mmcls', 'xxx', f'{temp_root}/config.py', f'{temp_root}/ckpt.pth',
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'--metrics=accuracy'
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])
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assert result.exit_code != 0
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result = runner.invoke(run, [
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'mmcls', 'test', f'{temp_root}/xxx.py', f'{temp_root}/ckpt.pth',
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'--metrics=accuracy'
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])
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assert result.exit_code != 0
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