mirror of
https://github.com/modelscope/modelscope.git
synced 2026-07-10 12:33:28 +02:00
477 lines
16 KiB
Python
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()
|