mirror of
https://github.com/microsoft/autogen.git
synced 2025-10-30 17:29:47 +00:00
6a4a11042c
* add oai support, improve component config typing, minor updates to docs, update ags tests * faq updates * update faq, add model_capabilities * update faq
398 lines
14 KiB
Python
398 lines
14 KiB
Python
import pytest
|
|
from typing import List
|
|
|
|
from autogen_agentchat.agents import AssistantAgent
|
|
from autogen_agentchat.teams import RoundRobinGroupChat, SelectorGroupChat, MagenticOneGroupChat
|
|
from autogen_agentchat.conditions import MaxMessageTermination, StopMessageTermination, TextMentionTermination
|
|
from autogen_core.tools import FunctionTool
|
|
|
|
from autogenstudio.datamodel.types import (
|
|
AssistantAgentConfig,
|
|
OpenAIModelConfig,
|
|
RoundRobinTeamConfig,
|
|
SelectorTeamConfig,
|
|
MagenticOneTeamConfig,
|
|
ToolConfig,
|
|
MaxMessageTerminationConfig,
|
|
StopMessageTerminationConfig,
|
|
TextMentionTerminationConfig,
|
|
CombinationTerminationConfig,
|
|
ModelTypes,
|
|
AgentTypes,
|
|
TeamTypes,
|
|
TerminationTypes,
|
|
ToolTypes,
|
|
ComponentTypes,
|
|
)
|
|
from autogenstudio.database import ComponentFactory
|
|
|
|
|
|
@pytest.fixture
|
|
def component_factory():
|
|
return ComponentFactory()
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_tool_config():
|
|
return ToolConfig(
|
|
name="calculator",
|
|
description="A simple calculator function",
|
|
content="""
|
|
def calculator(a: int, b: int, operation: str = '+') -> int:
|
|
'''
|
|
A simple calculator that performs basic operations
|
|
'''
|
|
if operation == '+':
|
|
return a + b
|
|
elif operation == '-':
|
|
return a - b
|
|
elif operation == '*':
|
|
return a * b
|
|
elif operation == '/':
|
|
return a / b
|
|
else:
|
|
raise ValueError("Invalid operation")
|
|
""",
|
|
tool_type=ToolTypes.PYTHON_FUNCTION,
|
|
component_type=ComponentTypes.TOOL,
|
|
version="1.0.0",
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_model_config():
|
|
return OpenAIModelConfig(
|
|
model_type=ModelTypes.OPENAI,
|
|
model="gpt-4",
|
|
api_key="test-key",
|
|
component_type=ComponentTypes.MODEL,
|
|
version="1.0.0",
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_agent_config(sample_model_config: OpenAIModelConfig, sample_tool_config: ToolConfig):
|
|
return AssistantAgentConfig(
|
|
name="test_agent",
|
|
agent_type=AgentTypes.ASSISTANT,
|
|
system_message="You are a helpful assistant",
|
|
model_client=sample_model_config,
|
|
tools=[sample_tool_config],
|
|
component_type=ComponentTypes.AGENT,
|
|
version="1.0.0",
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_termination_config():
|
|
return MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=10,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_team_config(
|
|
sample_agent_config: AssistantAgentConfig, sample_termination_config: MaxMessageTerminationConfig, sample_model_config: OpenAIModelConfig
|
|
):
|
|
return RoundRobinTeamConfig(
|
|
name="test_team",
|
|
team_type=TeamTypes.ROUND_ROBIN,
|
|
participants=[sample_agent_config],
|
|
termination_condition=sample_termination_config,
|
|
model_client=sample_model_config,
|
|
component_type=ComponentTypes.TEAM,
|
|
max_turns=10,
|
|
version="1.0.0",
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_tool(component_factory: ComponentFactory, sample_tool_config: ToolConfig):
|
|
# Test loading tool from ToolConfig
|
|
tool = await component_factory.load_tool(sample_tool_config)
|
|
assert isinstance(tool, FunctionTool)
|
|
assert tool.name == "calculator"
|
|
assert tool.description == "A simple calculator function"
|
|
|
|
# Test tool functionality
|
|
result = tool._func(5, 3, "+")
|
|
assert result == 8
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_tool_invalid_config(component_factory: ComponentFactory):
|
|
# Test with missing required fields
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_tool(
|
|
ToolConfig(
|
|
name="test",
|
|
description="",
|
|
content="",
|
|
tool_type=ToolTypes.PYTHON_FUNCTION,
|
|
component_type=ComponentTypes.TOOL,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
# Test with invalid Python code
|
|
invalid_config = ToolConfig(
|
|
name="invalid",
|
|
description="Invalid function",
|
|
content="def invalid_func(): return invalid syntax",
|
|
tool_type=ToolTypes.PYTHON_FUNCTION,
|
|
component_type=ComponentTypes.TOOL,
|
|
version="1.0.0",
|
|
)
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_tool(invalid_config)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_model(component_factory: ComponentFactory, sample_model_config: OpenAIModelConfig):
|
|
# Test loading model from ModelConfig
|
|
model = await component_factory.load_model(sample_model_config)
|
|
assert model is not None
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_agent(component_factory: ComponentFactory, sample_agent_config: AssistantAgentConfig):
|
|
# Test loading agent from AgentConfig
|
|
agent = await component_factory.load_agent(sample_agent_config)
|
|
assert isinstance(agent, AssistantAgent)
|
|
assert agent.name == "test_agent"
|
|
assert len(agent._tools) == 1
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_termination(component_factory: ComponentFactory):
|
|
|
|
max_msg_config = MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=5,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
termination = await component_factory.load_termination(max_msg_config)
|
|
assert isinstance(termination, MaxMessageTermination)
|
|
assert termination._max_messages == 5
|
|
|
|
# Test StopMessageTermination
|
|
stop_msg_config = StopMessageTerminationConfig(
|
|
termination_type=TerminationTypes.STOP_MESSAGE, component_type=ComponentTypes.TERMINATION, version="1.0.0"
|
|
)
|
|
termination = await component_factory.load_termination(stop_msg_config)
|
|
assert isinstance(termination, StopMessageTermination)
|
|
|
|
# Test TextMentionTermination
|
|
text_mention_config = TextMentionTerminationConfig(
|
|
termination_type=TerminationTypes.TEXT_MENTION,
|
|
text="DONE",
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
termination = await component_factory.load_termination(text_mention_config)
|
|
assert isinstance(termination, TextMentionTermination)
|
|
assert termination._text == "DONE"
|
|
|
|
# Test AND combination
|
|
and_combo_config = CombinationTerminationConfig(
|
|
termination_type=TerminationTypes.COMBINATION,
|
|
operator="and",
|
|
conditions=[
|
|
MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=5,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
TextMentionTerminationConfig(
|
|
termination_type=TerminationTypes.TEXT_MENTION,
|
|
text="DONE",
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
],
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
termination = await component_factory.load_termination(and_combo_config)
|
|
assert termination is not None
|
|
|
|
# Test OR combination
|
|
or_combo_config = CombinationTerminationConfig(
|
|
termination_type=TerminationTypes.COMBINATION,
|
|
operator="or",
|
|
conditions=[
|
|
MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=5,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
TextMentionTerminationConfig(
|
|
termination_type=TerminationTypes.TEXT_MENTION,
|
|
text="DONE",
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
],
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
termination = await component_factory.load_termination(or_combo_config)
|
|
assert termination is not None
|
|
|
|
# Test invalid combinations
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_termination(
|
|
CombinationTerminationConfig(
|
|
termination_type=TerminationTypes.COMBINATION,
|
|
conditions=[], # Empty conditions
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_termination(
|
|
CombinationTerminationConfig(
|
|
termination_type=TerminationTypes.COMBINATION,
|
|
operator="invalid", # type: ignore
|
|
conditions=[
|
|
MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=5,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
],
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
# Test missing operator
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_termination(
|
|
CombinationTerminationConfig(
|
|
termination_type=TerminationTypes.COMBINATION,
|
|
conditions=[
|
|
MaxMessageTerminationConfig(
|
|
termination_type=TerminationTypes.MAX_MESSAGES,
|
|
max_messages=5,
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
TextMentionTerminationConfig(
|
|
termination_type=TerminationTypes.TEXT_MENTION,
|
|
text="DONE",
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
),
|
|
],
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_load_team(
|
|
component_factory: ComponentFactory, sample_team_config: RoundRobinTeamConfig, sample_model_config: OpenAIModelConfig
|
|
):
|
|
# Test loading RoundRobinGroupChat team
|
|
team = await component_factory.load_team(sample_team_config)
|
|
assert isinstance(team, RoundRobinGroupChat)
|
|
assert len(team._participants) == 1
|
|
|
|
# Test loading SelectorGroupChat team with multiple participants
|
|
selector_team_config = SelectorTeamConfig(
|
|
name="selector_team",
|
|
team_type=TeamTypes.SELECTOR,
|
|
participants=[ # Add two participants
|
|
sample_team_config.participants[0], # First agent
|
|
AssistantAgentConfig( # Second agent
|
|
name="test_agent_2",
|
|
agent_type=AgentTypes.ASSISTANT,
|
|
system_message="You are another helpful assistant",
|
|
model_client=sample_model_config,
|
|
tools=sample_team_config.participants[0].tools,
|
|
component_type=ComponentTypes.AGENT,
|
|
version="1.0.0",
|
|
),
|
|
],
|
|
termination_condition=sample_team_config.termination_condition,
|
|
model_client=sample_model_config,
|
|
component_type=ComponentTypes.TEAM,
|
|
version="1.0.0",
|
|
)
|
|
team = await component_factory.load_team(selector_team_config)
|
|
assert isinstance(team, SelectorGroupChat)
|
|
assert len(team._participants) == 2
|
|
|
|
# Test loading MagenticOneGroupChat team
|
|
magentic_one_config = MagenticOneTeamConfig(
|
|
name="magentic_one_team",
|
|
team_type=TeamTypes.MAGENTIC_ONE,
|
|
participants=[ # Add two participants
|
|
sample_team_config.participants[0], # First agent
|
|
AssistantAgentConfig( # Second agent
|
|
name="test_agent_2",
|
|
agent_type=AgentTypes.ASSISTANT,
|
|
system_message="You are another helpful assistant",
|
|
model_client=sample_model_config,
|
|
tools=sample_team_config.participants[0].tools,
|
|
component_type=ComponentTypes.AGENT,
|
|
max_turns=sample_team_config.max_turns,
|
|
version="1.0.0",
|
|
),
|
|
],
|
|
termination_condition=sample_team_config.termination_condition,
|
|
model_client=sample_model_config,
|
|
component_type=ComponentTypes.TEAM,
|
|
version="1.0.0",
|
|
)
|
|
team = await component_factory.load_team(magentic_one_config)
|
|
assert isinstance(team, MagenticOneGroupChat)
|
|
assert len(team._participants) == 2
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_invalid_configs(component_factory: ComponentFactory):
|
|
# Test invalid agent type
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_agent(
|
|
AssistantAgentConfig(
|
|
name="test",
|
|
agent_type="InvalidAgent", # type: ignore
|
|
system_message="test",
|
|
component_type=ComponentTypes.AGENT,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
# Test invalid team type
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_team(
|
|
RoundRobinTeamConfig(
|
|
name="test",
|
|
team_type="InvalidTeam", # type: ignore
|
|
participants=[],
|
|
component_type=ComponentTypes.TEAM,
|
|
version="1.0.0",
|
|
)
|
|
)
|
|
|
|
# Test invalid termination type
|
|
with pytest.raises(ValueError):
|
|
await component_factory.load_termination(
|
|
MaxMessageTerminationConfig(
|
|
termination_type="InvalidTermination", # type: ignore
|
|
component_type=ComponentTypes.TERMINATION,
|
|
version="1.0.0",
|
|
)
|
|
)
|