Files
modelscope/tests/studios/test_studio_cli.py
2026-06-09 20:00:55 +08:00

477 lines
16 KiB
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
"""Tests for the ``modelscope studio`` CLI surface.
Two layers of coverage:
1. ``--help`` smoke tests via ``subprocess`` — they verify argument plumbing
without touching the network.
2. Direct calls into :class:`~modelscope.cli.studio.StudioCMD` with
:class:`~argparse.Namespace` instances and mocked :class:`HubApi` methods,
which exercise the dispatch logic that ``subprocess`` cannot mock.
"""
import argparse
import os
import shutil
import subprocess
import sys
import time
import unittest
from unittest.mock import ANY, patch
from uuid import uuid4
from tests.studios.conftest_env import (TestResultMixin, create_temp_studio,
get_test_config)
from modelscope.cli.studio import StudioCMD
from modelscope.hub.api import HubApi
def _cli_invocation():
"""Return a shell-friendly invocation prefix for the modelscope CLI.
Prefer the installed ``modelscope`` console script when available;
fall back to ``python -c '...run_cmd()...'`` so the tests still run in
editable installs without the entry point shim.
"""
exe = shutil.which('modelscope')
if exe:
return exe
py = sys.executable
return (f"{py} -c 'from modelscope.cli.cli import run_cmd; run_cmd()'")
CLI_PREFIX = _cli_invocation()
class TestStudioCLIHelp(TestResultMixin, unittest.TestCase):
"""Smoke-test the help output of every studio subcommand."""
def _run_help(self, *cli_args):
cmd = ' '.join([CLI_PREFIX, *cli_args, '--help'])
stat, output = subprocess.getstatusoutput(cmd)
return stat, output
def test_studio_help(self):
stat, output = self._run_help('studio')
self.assertEqual(stat, 0, output)
for sub in ('deploy', 'stop', 'logs', 'settings', 'secret'):
self.assertIn(sub, output)
def test_studio_deploy_help(self):
stat, output = self._run_help('studio', 'deploy')
self.assertEqual(stat, 0, output)
self.assertIn('studio_id', output)
def test_studio_stop_help(self):
stat, output = self._run_help('studio', 'stop')
self.assertEqual(stat, 0, output)
self.assertIn('studio_id', output)
def test_studio_logs_help(self):
stat, output = self._run_help('studio', 'logs')
self.assertEqual(stat, 0, output)
self.assertIn('--type', output)
self.assertIn('--keyword', output)
self.assertIn('--page-num', output)
self.assertIn('--page-size', output)
def test_studio_settings_help(self):
stat, output = self._run_help('studio', 'settings')
self.assertEqual(stat, 0, output)
for flag in ('--sdk-type', '--hardware', '--private', '--public',
'--display-name'):
self.assertIn(flag, output)
def test_studio_secret_help(self):
stat, output = self._run_help('studio', 'secret')
self.assertEqual(stat, 0, output)
for sub in ('list', 'add', 'update', 'delete'):
self.assertIn(sub, output)
def test_download_repo_type_includes_studio(self):
stat, output = self._run_help('download')
self.assertEqual(stat, 0, output)
self.assertIn('studio', output)
def test_create_includes_studio_args(self):
stat, output = self._run_help('create')
self.assertEqual(stat, 0, output)
self.assertIn('--sdk-type', output)
self.assertIn('--hardware', output)
self.assertIn('studio', output)
class TestStudioCLIErrors(TestResultMixin, unittest.TestCase):
"""Validate user-facing error paths that don't need the network."""
def setUp(self):
config = get_test_config()
self.owner = config['owner']
# Mock tests use a fixed repo name to keep assertions deterministic.
self.name = 'mock-studio'
self.studio_id = f'{self.owner}/{self.name}'
# Token from .env (MODELSCOPE_API_TOKEN); fallback for pure-mock runs.
self.token = config['token'] or 'test-token-placeholder'
def test_studio_deploy_missing_id(self):
cmd = f'{CLI_PREFIX} studio deploy'
stat, output = subprocess.getstatusoutput(cmd)
self.assertNotEqual(stat, 0)
def test_studio_no_subcommand_raises(self):
args = argparse.Namespace(
studio_action=None, token=None, endpoint=None)
cmd = StudioCMD(args)
with self.assertRaises(SystemExit):
cmd.execute()
def test_studio_settings_no_field_raises(self):
args = argparse.Namespace(
studio_action='settings',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
display_name=None,
description=None,
license=None,
cover_image=None,
sdk_type=None,
sdk_version=None,
base_image=None,
hardware=None,
private=None,
)
with patch.object(
HubApi,
'_build_bearer_headers',
return_value={'Authorization': f'Bearer {self.token}'}):
cmd = StudioCMD(args)
with self.assertRaises(SystemExit):
cmd.execute()
def test_secret_no_action_raises(self):
args = argparse.Namespace(
studio_action='secret',
secret_action=None,
token=None,
endpoint=None,
)
with patch.object(
HubApi,
'_build_bearer_headers',
return_value={'Authorization': f'Bearer {self.token}'}):
cmd = StudioCMD(args)
with self.assertRaises(SystemExit):
cmd.execute()
class TestStudioCreate(TestResultMixin, unittest.TestCase):
"""Test studio creation via HubApi.create_repo(repo_type='studio')."""
@classmethod
def setUpClass(cls):
config = get_test_config()
cls.token = config['token']
cls.owner = config['owner']
cls.config = config
cls._cleanup = config.get('cleanup', True)
if not cls.token or not cls.owner:
raise unittest.SkipTest(
'MODELSCOPE_API_TOKEN and TEST_STUDIO_OWNER required')
cls._created_studios = []
@classmethod
def tearDownClass(cls):
"""Studio deletion is not supported via OpenAPI. Log created studios for manual cleanup."""
if cls._created_studios:
import logging
logging.getLogger('modelscope').info(
f'Test studios created (manual cleanup needed): '
f'{", ".join(cls._created_studios)}')
def _create_and_track(self, **kwargs):
"""Create a studio with unique name, track for cleanup."""
name = f'ut_test_create_{uuid4().hex[:8]}'
repo_id = f'{self.owner}/{name}'
api = HubApi()
# Merge studio creation defaults from config with caller overrides
create_kwargs = {
'sdk_type':
self.config.get('sdk_type', 'gradio'),
'sdk_version':
self.config.get('sdk_version', '6.2.0'),
'base_image':
self.config.get('base_image',
'ubuntu22.04-py311-torch2.9.1-modelscope1.35.0'),
'hardware':
self.config.get('hardware', 'platform/2v-cpu-16g-mem'),
}
create_kwargs.update(kwargs)
print(f'Creating studio {repo_id} with config: {self.config}')
url = api.create_repo(
repo_id,
repo_type='studio',
visibility=self.config.get('visibility', 'private'),
license=self.config.get('license', 'apache-2.0'),
token=self.token,
endpoint=self.config.get('endpoint'),
create_default_config=False,
**create_kwargs,
)
self._created_studios.append(repo_id)
print(f'Created studio {repo_id} at {url}')
return repo_id, url
def test_create_studio_basic(self):
"""Create a basic studio and verify it exists."""
repo_id, url = self._create_and_track(sdk_type='gradio')
self.assertIn(repo_id, url)
# Verify it actually exists
api = HubApi()
exists = api.repo_exists(repo_id, repo_type='studio', token=self.token)
self.assertTrue(exists,
f'Studio {repo_id} should exist after creation')
def test_create_studio_exist_ok(self):
"""Creating an existing studio with exist_ok=True should not raise."""
repo_id, _ = self._create_and_track(sdk_type='gradio')
api = HubApi()
# Create again with exist_ok=True
url = api.create_repo(
repo_id,
repo_type='studio',
visibility=self.config.get('visibility', 'private'),
token=self.token,
endpoint=self.config.get('endpoint'),
exist_ok=True,
create_default_config=False,
)
self.assertIn(repo_id, url)
def test_create_studio_exist_raises(self):
"""Creating an existing studio without exist_ok should raise ValueError."""
repo_id, _ = self._create_and_track(sdk_type='gradio')
api = HubApi()
with self.assertRaises(ValueError):
api.create_repo(
repo_id,
repo_type='studio',
visibility=self.config.get('visibility', 'private'),
token=self.token,
endpoint=self.config.get('endpoint'),
exist_ok=False,
create_default_config=False,
)
class TestStudioCLIDirectCall(TestResultMixin, unittest.TestCase):
"""Drive ``StudioCMD.execute`` with real API calls (no HubApi mocks)."""
@classmethod
def setUpClass(cls):
config = get_test_config()
cls.token = config['token']
cls.studio_id = config['studio_id']
cls._auto_created_studio = False
cls._cleanup = config.get('cleanup', True)
if not cls.token:
raise unittest.SkipTest(
'MODELSCOPE_API_TOKEN required for real API tests')
# If no TEST_STUDIO_ID configured, create a temporary one
if not cls.studio_id:
cls.studio_id = create_temp_studio(config)
cls._auto_created_studio = True
@classmethod
def tearDownClass(cls):
"""Studio deletion is not supported via OpenAPI. Log for manual cleanup."""
if cls._auto_created_studio and cls.studio_id:
import logging
logging.getLogger('modelscope').info(
f'Auto-created test studio (manual cleanup needed): '
f'{cls.studio_id}')
def setUp(self):
# Track secret keys created during a test for cleanup.
self._secrets_to_cleanup = []
def tearDown(self):
# Best-effort cleanup of any secrets created during the test.
if not self._cleanup:
return
api = HubApi()
for key in self._secrets_to_cleanup:
try:
api.delete_studio_secret(
self.studio_id, key, token=self.token, endpoint=None)
except Exception:
pass
def _unique_secret_key(self):
"""Generate a unique secret key with test prefix."""
key = f'_TEST_CLI_SECRET_{uuid4().hex[:8].upper()}'
self._secrets_to_cleanup.append(key)
return key
def test_deploy_direct(self):
args = argparse.Namespace(
studio_action='deploy',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('Deploy triggered', printed)
def test_stop_direct(self):
args = argparse.Namespace(
studio_action='stop',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('Stop triggered', printed)
def test_logs_direct(self):
args = argparse.Namespace(
studio_action='logs',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
log_type='run',
keyword=None,
page_num=1,
page_size=100,
start_timestamp=None,
end_timestamp=None,
)
# Studio may not be deployed yet, so 404 (no logs) is acceptable.
from requests.exceptions import HTTPError
with patch('builtins.print'):
try:
StudioCMD(args).execute()
except HTTPError as e:
# 404 is expected for a non-deployed studio (no logs available)
if e.response is not None and e.response.status_code == 404:
pass
else:
raise
def test_settings_direct(self):
display_name = f'CLI Test {int(time.time())}'
args = argparse.Namespace(
studio_action='settings',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
display_name=display_name,
description=None,
license=None,
cover_image=None,
sdk_type=None,
sdk_version=None,
base_image=None,
hardware=None,
private=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('Updated settings', printed)
def test_secret_list_direct(self):
args = argparse.Namespace(
studio_action='secret',
secret_action='list',
studio_id=self.studio_id,
token=self.token,
endpoint=None,
)
# Should not raise regardless of whether secrets exist.
with patch('builtins.print'):
StudioCMD(args).execute()
def test_secret_add_direct(self):
key = self._unique_secret_key()
args = argparse.Namespace(
studio_action='secret',
secret_action='add',
studio_id=self.studio_id,
key=key,
value='test_value',
token=self.token,
endpoint=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('added', printed.lower())
def test_secret_update_direct(self):
key = self._unique_secret_key()
# Pre-add the secret so we can update it.
api = HubApi()
api.add_studio_secret(
self.studio_id,
key,
'initial_value',
token=self.token,
endpoint=None)
args = argparse.Namespace(
studio_action='secret',
secret_action='update',
studio_id=self.studio_id,
key=key,
value='updated_value',
token=self.token,
endpoint=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('updated', printed.lower())
def test_secret_delete_direct(self):
key = self._unique_secret_key()
# Pre-add the secret so we can delete it.
api = HubApi()
api.add_studio_secret(
self.studio_id,
key,
'to_be_deleted',
token=self.token,
endpoint=None)
# Remove from cleanup list since we expect CLI to delete it.
self._secrets_to_cleanup.remove(key)
args = argparse.Namespace(
studio_action='secret',
secret_action='delete',
studio_id=self.studio_id,
key=key,
token=self.token,
endpoint=None,
)
with patch('builtins.print') as mock_print:
StudioCMD(args).execute()
printed = ' '.join(
str(c.args[0]) for c in mock_print.call_args_list if c.args)
self.assertIn('deleted', printed.lower())
if __name__ == '__main__':
unittest.main()