import json from typing import List import pytest from autogen_agentchat.messages import ( AgentEvent, ChatMessage, HandoffMessage, MessageFactory, ModelClientStreamingChunkEvent, MultiModalMessage, StopMessage, StructuredMessage, StructuredMessageFactory, TextMessage, ToolCallExecutionEvent, ToolCallRequestEvent, ) from autogen_core import FunctionCall from autogen_core.models import FunctionExecutionResult from pydantic import BaseModel class TestContent(BaseModel): """Test content model.""" field1: str field2: int def test_structured_message() -> None: # Create a structured message with the test content message = StructuredMessage[TestContent]( source="test_agent", content=TestContent(field1="test", field2=42), ) # Check that the message type is correct assert message.type == "StructuredMessage[TestContent]" # type: ignore[comparison-overlap] # Check that the content is of the correct type assert isinstance(message.content, TestContent) # Check that the content fields are set correctly assert message.content.field1 == "test" assert message.content.field2 == 42 # Check that model_dump works correctly dumped_message = message.model_dump() assert dumped_message["source"] == "test_agent" assert dumped_message["content"]["field1"] == "test" assert dumped_message["content"]["field2"] == 42 assert dumped_message["type"] == "StructuredMessage[TestContent]" def test_structured_message_component() -> None: # Create a structured message with the test contentformat_string="this is a string {field1} and this is an int {field2}" format_string = "this is a string {field1} and this is an int {field2}" s_m = StructuredMessageFactory(input_model=TestContent, format_string=format_string) config = s_m.dump_component() s_m_dyn = StructuredMessageFactory.load_component(config) message = s_m_dyn.StructuredMessage( source="test_agent", content=s_m_dyn.ContentModel(field1="test", field2=42), format_string=s_m_dyn.format_string ) assert isinstance(message.content, s_m_dyn.ContentModel) assert not isinstance(message.content, TestContent) assert message.content.field1 == "test" # type: ignore[attr-defined] assert message.content.field2 == 42 # type: ignore[attr-defined] dumped_message = message.model_dump() assert dumped_message["source"] == "test_agent" assert dumped_message["content"]["field1"] == "test" assert dumped_message["content"]["field2"] == 42 assert message.to_model_text() == format_string.format(field1="test", field2=42) def test_message_factory() -> None: factory = MessageFactory() # Text message data text_data = { "type": "TextMessage", "source": "test_agent", "content": "Hello, world!", } # Create a TextMessage instance text_message = factory.create(text_data) assert isinstance(text_message, TextMessage) assert text_message.source == "test_agent" assert text_message.content == "Hello, world!" assert text_message.type == "TextMessage" # type: ignore[comparison-overlap] # Handoff message data handoff_data = { "type": "HandoffMessage", "source": "test_agent", "content": "handoff to another agent", "target": "target_agent", } # Create a HandoffMessage instance handoff_message = factory.create(handoff_data) assert isinstance(handoff_message, HandoffMessage) assert handoff_message.source == "test_agent" assert handoff_message.content == "handoff to another agent" assert handoff_message.target == "target_agent" assert handoff_message.type == "HandoffMessage" # type: ignore[comparison-overlap] # Structured message data structured_data = { "type": "StructuredMessage[TestContent]", "source": "test_agent", "content": { "field1": "test", "field2": 42, }, } # Create a StructuredMessage instance -- this will fail because the type # is not registered in the factory. with pytest.raises(ValueError): structured_message = factory.create(structured_data) # Register the StructuredMessage type in the factory factory.register(StructuredMessage[TestContent]) # Create a StructuredMessage instance structured_message = factory.create(structured_data) assert isinstance(structured_message, StructuredMessage) assert isinstance(structured_message.content, TestContent) # type: ignore[reportUnkownMemberType] assert structured_message.source == "test_agent" assert structured_message.content.field1 == "test" assert structured_message.content.field2 == 42 assert structured_message.type == "StructuredMessage[TestContent]" # type: ignore[comparison-overlap] sm_factory = StructuredMessageFactory(input_model=TestContent, format_string=None, content_model_name="TestContent") config = sm_factory.dump_component() config.config["content_model_name"] = "DynamicTestContent" sm_factory_dynamic = StructuredMessageFactory.load_component(config) factory.register(sm_factory_dynamic.StructuredMessage) msg = sm_factory_dynamic.StructuredMessage( content=sm_factory_dynamic.ContentModel(field1="static", field2=123), source="static_agent" ) restored = factory.create(msg.dump()) assert isinstance(restored, StructuredMessage) assert isinstance(restored.content, sm_factory_dynamic.ContentModel) # type: ignore[reportUnkownMemberType] assert restored.source == "static_agent" assert restored.content.field1 == "static" # type: ignore[attr-defined] assert restored.content.field2 == 123 # type: ignore[attr-defined] class TestContainer(BaseModel): chat_messages: List[ChatMessage] agent_events: List[AgentEvent] def test_union_types() -> None: # Create a few messages. chat_messages: List[ChatMessage] = [ TextMessage(source="user", content="Hello!"), MultiModalMessage(source="user", content=["Hello!", "World!"]), HandoffMessage(source="user", content="handoff to another agent", target="target_agent"), StopMessage(source="user", content="stop"), ] # Create a few agent events. agent_events: List[AgentEvent] = [ ModelClientStreamingChunkEvent(source="user", content="Hello!"), ToolCallRequestEvent( content=[ FunctionCall(id="1", name="test_function", arguments=json.dumps({"arg1": "value1", "arg2": "value2"})) ], source="user", ), ToolCallExecutionEvent( content=[FunctionExecutionResult(call_id="1", content="result", name="test")], source="user" ), ] # Create a container with the messages. container = TestContainer(chat_messages=chat_messages, agent_events=agent_events) # Dump the container to JSON. data = container.model_dump() # Load the container from JSON. loaded_container = TestContainer.model_validate(data) assert loaded_container.chat_messages == chat_messages assert loaded_container.agent_events == agent_events