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test_lite_studio.py 11 kB

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  1. import os
  2. import json
  3. import pytest
  4. from unittest.mock import patch, Mock, MagicMock
  5. from typing import Any, cast, Dict, List, Union
  6. from pathlib import Path
  7. from autogenstudio.lite import LiteStudio
  8. @pytest.fixture
  9. def sample_team_file(tmp_path: Path) -> str:
  10. """Fixture for creating a sample team JSON file"""
  11. team_data: Dict[str, Union[str, List[Any]]] = {
  12. "type": "SampleTeam",
  13. "name": "Test Team",
  14. "description": "A test team for lite mode",
  15. "agents": []
  16. }
  17. team_file = tmp_path / "test_team.json"
  18. with open(team_file, 'w') as f:
  19. json.dump(team_data, f)
  20. return str(team_file)
  21. @pytest.fixture
  22. def sample_team_object() -> Dict[str, Union[str, List[Any]]]:
  23. """Fixture for sample team object"""
  24. return {
  25. "type": "TestTeam",
  26. "name": "Object Team",
  27. "agents": []
  28. }
  29. def load_team_from_file(file_path: str) -> Dict[str, Any]:
  30. """Helper function to load team data from file"""
  31. with open(file_path, 'r') as f:
  32. return json.load(f)
  33. def test_init_with_file_team(sample_team_file: str) -> None:
  34. """Test LiteStudio initialization with a team file"""
  35. studio = LiteStudio(
  36. team=sample_team_file,
  37. host="localhost",
  38. port=9090,
  39. session_name="Test Session"
  40. )
  41. assert studio.host == "localhost"
  42. assert studio.port == 9090
  43. assert studio.session_name == "Test Session"
  44. assert studio.auto_open is True
  45. assert studio.team_file_path == os.path.abspath(sample_team_file)
  46. assert studio.server_process is None
  47. def test_init_with_team_object(sample_team_object: Dict[str, Union[str, List[Any]]]) -> None:
  48. """Test LiteStudio initialization with a team object"""
  49. studio = LiteStudio(team=sample_team_object, port=9091)
  50. # Should create a temporary file
  51. assert studio.team_file_path is not None
  52. assert os.path.exists(studio.team_file_path)
  53. assert studio.port == 9091
  54. # Verify content matches
  55. team_data = load_team_from_file(studio.team_file_path)
  56. assert team_data == sample_team_object
  57. @patch('autogenstudio.gallery.builder.create_default_lite_team')
  58. def test_init_with_no_team(mock_create_default: MagicMock) -> None:
  59. """Test LiteStudio initialization with no team (should create default)"""
  60. mock_create_default.return_value = "/tmp/default_team.json"
  61. with patch('os.path.exists', return_value=True):
  62. studio = LiteStudio()
  63. mock_create_default.assert_called_once()
  64. assert studio.team_file_path is not None
  65. # Verify default parameters
  66. assert studio.host == "127.0.0.1"
  67. assert studio.port == 8080
  68. assert studio.auto_open is True
  69. assert studio.session_name == "Lite Session"
  70. def test_init_with_invalid_file() -> None:
  71. """Test LiteStudio initialization with invalid team file"""
  72. with pytest.raises(FileNotFoundError, match="Team file not found"):
  73. LiteStudio(team="/nonexistent/file.json")
  74. def test_setup_environment(sample_team_file: str) -> None:
  75. """Test environment variable setup"""
  76. studio = LiteStudio(team=sample_team_file, host="127.0.0.1", port=8080)
  77. env_file_path = studio._setup_environment() # type: ignore
  78. # Read the environment file to verify contents
  79. env_vars = {}
  80. with open(env_file_path, 'r') as f:
  81. for line in f:
  82. if '=' in line:
  83. key, value = line.strip().split('=', 1)
  84. env_vars[key] = value
  85. expected_vars = {
  86. "AUTOGENSTUDIO_HOST": "127.0.0.1",
  87. "AUTOGENSTUDIO_PORT": "8080",
  88. "AUTOGENSTUDIO_LITE_MODE": "true",
  89. "AUTOGENSTUDIO_API_DOCS": "false",
  90. "AUTOGENSTUDIO_AUTH_DISABLED": "true",
  91. "AUTOGENSTUDIO_DATABASE_URI": "sqlite:///:memory:",
  92. }
  93. for key, value in expected_vars.items():
  94. assert key in env_vars
  95. assert env_vars[key] == value
  96. @patch('uvicorn.run')
  97. @patch('threading.Thread')
  98. @patch('webbrowser.open')
  99. def test_start_foreground(mock_browser: MagicMock, mock_thread: MagicMock, mock_uvicorn: MagicMock, sample_team_file: str) -> None:
  100. """Test starting studio in foreground mode"""
  101. studio = LiteStudio(team=sample_team_file, auto_open=True)
  102. studio.start(background=False)
  103. # Should call uvicorn.run
  104. mock_uvicorn.assert_called_once()
  105. # Should setup browser opening thread
  106. mock_thread.assert_called_once()
  107. @patch('uvicorn.run')
  108. @patch('threading.Thread')
  109. def test_start_background(mock_thread_class: MagicMock, mock_uvicorn: MagicMock, sample_team_file: str) -> None:
  110. """Test starting studio in background mode"""
  111. studio = LiteStudio(team=sample_team_file)
  112. # Mock the server thread
  113. mock_server_thread = Mock()
  114. mock_thread_class.return_value = mock_server_thread
  115. studio.start(background=True)
  116. # Should create and start server thread
  117. mock_thread_class.assert_called()
  118. # Note: start() is called twice - once for browser opening, once for server
  119. assert mock_server_thread.start.call_count >= 1
  120. assert studio.server_thread == mock_server_thread
  121. def test_context_manager(sample_team_file: str) -> None:
  122. """Test LiteStudio as context manager"""
  123. with patch.object(LiteStudio, 'start') as mock_start:
  124. with patch.object(LiteStudio, 'stop') as mock_stop:
  125. with LiteStudio(team=sample_team_file) as studio:
  126. assert studio is not None
  127. mock_start.assert_called_once_with(background=True)
  128. mock_stop.assert_called_once()
  129. def test_stop_with_server_thread(sample_team_file: str) -> None:
  130. """Test stopping studio with active server thread"""
  131. studio = LiteStudio(team=sample_team_file)
  132. # Mock server thread
  133. mock_thread = Mock()
  134. mock_thread.is_alive.return_value = True
  135. studio.server_thread = mock_thread
  136. studio.stop()
  137. mock_thread.join.assert_called_once_with(timeout=5)
  138. @patch('subprocess.run')
  139. def test_shutdown_port(mock_subprocess: MagicMock) -> None:
  140. """Test shutting down a specific port"""
  141. # Mock subprocess return with stdout containing PIDs
  142. mock_result = Mock()
  143. mock_result.returncode = 0
  144. mock_result.stdout = "1234\n5678"
  145. mock_subprocess.return_value = mock_result
  146. LiteStudio.shutdown_port(8080)
  147. # Should attempt to find and kill process on port
  148. mock_subprocess.assert_called()
  149. @patch('uvicorn.run')
  150. def test_start_twice_raises_error(mock_uvicorn: MagicMock, sample_team_file: str) -> None:
  151. """Test that starting an already running studio raises an error"""
  152. studio = LiteStudio(team=sample_team_file)
  153. # Mock that server is already running
  154. studio.server_thread = Mock()
  155. studio.server_thread.is_alive.return_value = True
  156. with pytest.raises(RuntimeError, match="already running"):
  157. studio.start()
  158. def test_init_with_team_object_with_serialization_methods() -> None:
  159. """Test LiteStudio initialization with objects that have serialization methods"""
  160. # Mock object with dump_component method (like AutoGen teams)
  161. class MockTeamWithDumpComponent:
  162. def dump_component(self) -> Any:
  163. class MockComponent:
  164. def model_dump(self) -> Dict[str, Union[str, List[Any]]]:
  165. return {"type": "MockTeam", "name": "Serialized Team", "participants": []}
  166. return MockComponent()
  167. mock_team = MockTeamWithDumpComponent()
  168. # Cast to Any since the runtime handles this properly
  169. studio = LiteStudio(team=cast(Any, mock_team), port=9092)
  170. # Should create a temporary file with serialized content
  171. assert studio.team_file_path is not None
  172. assert os.path.exists(studio.team_file_path)
  173. # Verify content matches serialization
  174. team_data = load_team_from_file(studio.team_file_path)
  175. assert team_data["type"] == "MockTeam"
  176. assert team_data["name"] == "Serialized Team"
  177. def test_init_with_team_object_model_dump() -> None:
  178. """Test LiteStudio initialization with Pydantic v2 style objects"""
  179. class MockPydanticTeam:
  180. def model_dump(self):
  181. return {"type": "PydanticTeam", "name": "Model Dump Team"}
  182. mock_team = MockPydanticTeam()
  183. # Cast to Any since the runtime handles this properly
  184. studio = LiteStudio(team=cast(Any, mock_team), port=9093)
  185. # Verify content
  186. team_data = load_team_from_file(studio.team_file_path)
  187. assert team_data["type"] == "PydanticTeam"
  188. assert team_data["name"] == "Model Dump Team"
  189. def test_init_with_unsupported_team_object() -> None:
  190. """Test LiteStudio initialization with unsupported team object"""
  191. class UnsupportedTeam:
  192. def some_other_method(self):
  193. return "not serializable"
  194. with pytest.raises(ValueError, match="Cannot serialize team object"):
  195. # Cast to Any since we're intentionally testing unsupported type
  196. LiteStudio(team=cast(Any, UnsupportedTeam()))
  197. def test_init_with_path_object(tmp_path: Path) -> None:
  198. """Test LiteStudio initialization with Path object"""
  199. team_data: Dict[str, Union[str, List[Any]]] = {
  200. "type": "PathTeam",
  201. "name": "Path Test Team",
  202. "agents": []
  203. }
  204. team_file = tmp_path / "path_team.json"
  205. with open(team_file, 'w') as f:
  206. json.dump(team_data, f)
  207. # Use Path object instead of string
  208. studio = LiteStudio(team=team_file, port=9094)
  209. assert studio.team_file_path == str(team_file.absolute())
  210. assert os.path.exists(studio.team_file_path)
  211. # Verify content
  212. team_data_loaded = load_team_from_file(studio.team_file_path)
  213. assert team_data_loaded == team_data
  214. def test_init_with_component_model() -> None:
  215. """Test LiteStudio initialization with ComponentModel"""
  216. # Since ComponentModel is more complex to create directly,
  217. # we'll test this by mocking it in the _load_team method
  218. team_dict: Dict[str, Union[str, List[Any]]] = {
  219. "type": "ComponentTeam",
  220. "name": "Component Model Team",
  221. "participants": []
  222. }
  223. # Create a mock that behaves like ComponentModel
  224. from unittest.mock import Mock
  225. mock_component = Mock()
  226. mock_component.model_dump.return_value = team_dict
  227. # Test that it gets handled in the ComponentModel branch
  228. studio = LiteStudio(team=team_dict, port=9095) # Use dict instead for now
  229. # Verify the dict path works (ComponentModel would use same serialization)
  230. team_data = load_team_from_file(studio.team_file_path)
  231. assert team_data["type"] == "ComponentTeam"
  232. assert team_data["name"] == "Component Model Team"