pull/10/head
Kye 2 years ago
parent ecff045f41
commit c5ea99aece

@ -5,8 +5,8 @@ from swarms.agents.agents import AgentNodeInitializer, AgentNode, agent # repla
# For initializing AgentNodeInitializer in multiple tests # For initializing AgentNodeInitializer in multiple tests
@pytest.fixture @pytest.fixture
def mock_agent_node_initializer(): def mock_agent_node_initializer():
with patch('your_module.ChatOpenAI') as mock_llm, \ with patch('swarms.agents.agents.ChatOpenAI') as mock_llm, \
patch('your_module.AutoGPT') as mock_agent: patch('swarms.agents.agents.AutoGPT') as mock_agent:
initializer = AgentNodeInitializer(model_type='openai', model_id='test', openai_api_key='test_key', temperature=0.5) initializer = AgentNodeInitializer(model_type='openai', model_id='test', openai_api_key='test_key', temperature=0.5)
initializer.llm = mock_llm initializer.llm = mock_llm
@ -20,8 +20,8 @@ def mock_agent_node_initializer():
# Test initialize_llm method of AgentNodeInitializer class # Test initialize_llm method of AgentNodeInitializer class
@pytest.mark.parametrize("model_type", ['openai', 'huggingface', 'invalid']) @pytest.mark.parametrize("model_type", ['openai', 'huggingface', 'invalid'])
def test_agent_node_initializer_initialize_llm(model_type, mock_agent_node_initializer): def test_agent_node_initializer_initialize_llm(model_type, mock_agent_node_initializer):
with patch('your_module.ChatOpenAI') as mock_openai, \ with patch('swarms.agents.agents.ChatOpenAI') as mock_openai, \
patch('your_module.HuggingFaceLLM') as mock_huggingface: patch('swarms.agents.agents.HuggingFaceLLM') as mock_huggingface:
if model_type == 'invalid': if model_type == 'invalid':
with pytest.raises(ValueError): with pytest.raises(ValueError):
@ -36,7 +36,7 @@ def test_agent_node_initializer_initialize_llm(model_type, mock_agent_node_initi
# Test add_tool method of AgentNodeInitializer class # Test add_tool method of AgentNodeInitializer class
def test_agent_node_initializer_add_tool(mock_agent_node_initializer): def test_agent_node_initializer_add_tool(mock_agent_node_initializer):
with patch('your_module.BaseTool') as mock_base_tool: with patch('swarms.agents.agents.BaseTool') as mock_base_tool:
mock_agent_node_initializer.add_tool(mock_base_tool) mock_agent_node_initializer.add_tool(mock_base_tool)
assert mock_base_tool in mock_agent_node_initializer.tools assert mock_base_tool in mock_agent_node_initializer.tools
@ -50,12 +50,11 @@ def test_agent_node_initializer_run(prompt, mock_agent_node_initializer):
else: else:
assert mock_agent_node_initializer.run(prompt) == "Task completed by AgentNode" assert mock_agent_node_initializer.run(prompt) == "Task completed by AgentNode"
# For initializing AgentNode in multiple tests # For initializing AgentNode in multiple tests
@pytest.fixture @pytest.fixture
def mock_agent_node(): def mock_agent_node():
with patch('your_module.ChatOpenAI') as mock_llm, \ with patch('swarms.agents.agents.ChatOpenAI') as mock_llm, \
patch('your_module.AgentNodeInitializer') as mock_agent_node_initializer: patch('swarms.agents.agents.AgentNodeInitializer') as mock_agent_node_initializer:
mock_agent_node = AgentNode('test_key') mock_agent_node = AgentNode('test_key')
mock_agent_node.llm_class = mock_llm mock_agent_node.llm_class = mock_llm
@ -64,12 +63,11 @@ def mock_agent_node():
return mock_agent_node return mock_agent_node
# Test initialize_llm method of AgentNode class # Test initialize_llm method of AgentNode class
@pytest.mark.parametrize("llm_class", ['openai', 'huggingface']) @pytest.mark.parametrize("llm_class", ['openai', 'huggingface'])
def test_agent_node_initialize_llm(llm_class, mock_agent_node): def test_agent_node_initialize_llm(llm_class, mock_agent_node):
with patch('your_module.ChatOpenAI') as mock_openai, \ with patch('swarms.agents.agents.ChatOpenAI') as mock_openai, \
patch('your_module.HuggingFaceLLM') as mock_huggingface: patch('swarms.agents.agents.HuggingFaceLLM') as mock_huggingface:
mock_agent_node.initialize_llm(llm_class) mock_agent_node.initialize_llm(llm_class)
if llm_class == 'openai': if llm_class == 'openai':
@ -77,14 +75,13 @@ def test_agent_node_initialize_llm(llm_class, mock_agent_node):
elif llm_class == 'huggingface': elif llm_class == 'huggingface':
mock_huggingface.assert_called_once() mock_huggingface.assert_called_once()
# Test initialize_tools method of AgentNode class # Test initialize_tools method of AgentNode class
def test_agent_node_initialize_tools(mock_agent_node): def test_agent_node_initialize_tools(mock_agent_node):
with patch('your_module.DuckDuckGoSearchRun') as mock_ddg, \ with patch('swarms.agents.agents.DuckDuckGoSearchRun') as mock_ddg, \
patch('your_module.WriteFileTool') as mock_write_file, \ patch('swarms.agents.agents.WriteFileTool') as mock_write_file, \
patch('your_module.ReadFileTool') as mock_read_file, \ patch('swarms.agents.agents.ReadFileTool') as mock_read_file, \
patch('your_module.process_csv') as mock_process_csv, \ patch('swarms.agents.agents.process_csv') as mock_process_csv, \
patch('your_module.WebpageQATool') as mock_webpage_qa: patch('swarms.agents.agents.WebpageQATool') as mock_webpage_qa:
mock_agent_node.initialize_tools('openai') mock_agent_node.initialize_tools('openai')
assert mock_ddg.called assert mock_ddg.called
@ -99,7 +96,7 @@ def test_agent_node_create_agent(mock_agent_node):
with patch.object(mock_agent_node, 'initialize_llm'), \ with patch.object(mock_agent_node, 'initialize_llm'), \
patch.object(mock_agent_node, 'initialize_tools'), \ patch.object(mock_agent_node, 'initialize_tools'), \
patch.object(mock_agent_node, 'initialize_vectorstore'), \ patch.object(mock_agent_node, 'initialize_vectorstore'), \
patch('your_module.AgentNodeInitializer') as mock_agent_node_initializer: patch('swarms.agents.agents.AgentNodeInitializer') as mock_agent_node_initializer:
mock_agent_node.create_agent() mock_agent_node.create_agent()
mock_agent_node_initializer.assert_called_once() mock_agent_node_initializer.assert_called_once()
@ -113,7 +110,7 @@ def test_agent(openai_api_key, objective):
with pytest.raises(ValueError): with pytest.raises(ValueError):
agent(openai_api_key, objective) agent(openai_api_key, objective)
else: else:
with patch('your_module.AgentNodeInitializer') as mock_agent_node_initializer: with patch('swarms.agents.agents.AgentNodeInitializer') as mock_agent_node_initializer:
mock_agent_node = mock_agent_node_initializer.return_value.create_agent.return_value mock_agent_node = mock_agent_node_initializer.return_value.create_agent.return_value
mock_agent_node.run.return_value = 'Agent output' mock_agent_node.run.return_value = 'Agent output'
result = agent(openai_api_key, objective) result = agent(openai_api_key, objective)

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