Files
agent-framework/python/packages/azurefunctions/tests/test_entities.py
T
Laveesh Rohra 306c81aef8 Python: [Breaking] Python: Respond with AgentRunResponse with serialized structured output (#2285)
* Respond with AgentRunResponse

* Fix response_Format type

* Address comments

* Fix tests

* Fix log

* Addressed comments

* Code cleanup

* Use AgentTask vs Generator

* Address comments

* use lazy logging

* fix mypy errors
2025-11-26 18:44:28 +00:00

915 lines
33 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
"""Unit tests for AgentEntity and entity operations.
Run with: pytest tests/test_entities.py -v
"""
import asyncio
from collections.abc import AsyncIterator, Callable
from datetime import datetime
from typing import Any, TypeVar
from unittest.mock import AsyncMock, Mock, patch
import pytest
from agent_framework import AgentRunResponse, AgentRunResponseUpdate, ChatMessage, ErrorContent, Role
from pydantic import BaseModel
from agent_framework_azurefunctions._durable_agent_state import (
DurableAgentState,
DurableAgentStateData,
DurableAgentStateMessage,
DurableAgentStateRequest,
DurableAgentStateTextContent,
)
from agent_framework_azurefunctions._entities import AgentEntity, create_agent_entity
from agent_framework_azurefunctions._models import RunRequest
TFunc = TypeVar("TFunc", bound=Callable[..., Any])
def _role_value(chat_message: DurableAgentStateMessage) -> str:
"""Helper to extract the string role from a ChatMessage."""
role = getattr(chat_message, "role", None)
role_value = getattr(role, "value", role)
if role_value is None:
return ""
return str(role_value)
def _agent_response(text: str | None) -> AgentRunResponse:
"""Create an AgentRunResponse with a single assistant message."""
message = (
ChatMessage(role="assistant", text=text) if text is not None else ChatMessage(role="assistant", contents=[])
)
return AgentRunResponse(messages=[message])
class RecordingCallback:
"""Callback implementation capturing streaming and final responses for assertions."""
def __init__(self):
self.stream_mock = AsyncMock()
self.response_mock = AsyncMock()
async def on_streaming_response_update(
self,
update: AgentRunResponseUpdate,
context: Any,
) -> None:
await self.stream_mock(update, context)
async def on_agent_response(self, response: AgentRunResponse, context: Any) -> None:
await self.response_mock(response, context)
class EntityStructuredResponse(BaseModel):
answer: float
class TestAgentEntityInit:
"""Test suite for AgentEntity initialization."""
def test_init_creates_entity(self) -> None:
"""Test that AgentEntity initializes correctly."""
mock_agent = Mock()
entity = AgentEntity(mock_agent)
assert entity.agent == mock_agent
assert len(entity.state.data.conversation_history) == 0
assert entity.state.data.extension_data is None
assert entity.state.schema_version == "1.0.0"
def test_init_stores_agent_reference(self) -> None:
"""Test that the agent reference is stored correctly."""
mock_agent = Mock()
mock_agent.name = "TestAgent"
entity = AgentEntity(mock_agent)
assert entity.agent.name == "TestAgent"
def test_init_with_different_agent_types(self) -> None:
"""Test initialization with different agent types."""
agent1 = Mock()
agent1.__class__.__name__ = "AzureOpenAIAgent"
agent2 = Mock()
agent2.__class__.__name__ = "CustomAgent"
entity1 = AgentEntity(agent1)
entity2 = AgentEntity(agent2)
assert entity1.agent.__class__.__name__ == "AzureOpenAIAgent"
assert entity2.agent.__class__.__name__ == "CustomAgent"
class TestAgentEntityRunAgent:
"""Test suite for the run_agent operation."""
async def test_run_agent_executes_agent(self) -> None:
"""Test that run_agent executes the agent."""
mock_agent = Mock()
mock_response = _agent_response("Test response")
mock_agent.run = AsyncMock(return_value=mock_response)
entity = AgentEntity(mock_agent)
mock_context = Mock()
result = await entity.run_agent(
mock_context, {"message": "Test message", "thread_id": "conv-123", "correlationId": "corr-entity-1"}
)
# Verify agent.run was called
mock_agent.run.assert_called_once()
_, kwargs = mock_agent.run.call_args
sent_messages = kwargs.get("messages")
assert isinstance(sent_messages, list)
assert len(sent_messages) == 1
sent_message = sent_messages[0]
assert isinstance(sent_message, ChatMessage)
assert getattr(sent_message, "text", None) == "Test message"
assert getattr(sent_message.role, "value", sent_message.role) == "user"
# Verify result
assert isinstance(result, AgentRunResponse)
assert result.text == "Test response"
async def test_run_agent_streaming_callbacks_invoked(self) -> None:
"""Ensure streaming updates trigger callbacks and run() is not used."""
updates = [
AgentRunResponseUpdate(text="Hello"),
AgentRunResponseUpdate(text=" world"),
]
async def update_generator() -> AsyncIterator[AgentRunResponseUpdate]:
for update in updates:
yield update
mock_agent = Mock()
mock_agent.name = "StreamingAgent"
mock_agent.run_stream = Mock(return_value=update_generator())
mock_agent.run = AsyncMock(side_effect=AssertionError("run() should not be called when streaming succeeds"))
callback = RecordingCallback()
entity = AgentEntity(mock_agent, callback=callback)
mock_context = Mock()
result = await entity.run_agent(
mock_context,
{
"message": "Tell me something",
"thread_id": "session-1",
"correlationId": "corr-stream-1",
},
)
assert isinstance(result, AgentRunResponse)
assert "Hello" in result.text
assert callback.stream_mock.await_count == len(updates)
assert callback.response_mock.await_count == 1
mock_agent.run.assert_not_called()
# Validate callback arguments
stream_calls = callback.stream_mock.await_args_list
for expected_update, recorded_call in zip(updates, stream_calls, strict=True):
assert recorded_call.args[0] is expected_update
context = recorded_call.args[1]
assert context.agent_name == "StreamingAgent"
assert context.correlation_id == "corr-stream-1"
assert context.thread_id == "session-1"
assert context.request_message == "Tell me something"
final_call = callback.response_mock.await_args
assert final_call is not None
final_response, final_context = final_call.args
assert final_context.agent_name == "StreamingAgent"
assert final_context.correlation_id == "corr-stream-1"
assert final_context.thread_id == "session-1"
assert final_context.request_message == "Tell me something"
assert getattr(final_response, "text", "").strip()
async def test_run_agent_final_callback_without_streaming(self) -> None:
"""Ensure the final callback fires even when streaming is unavailable."""
mock_agent = Mock()
mock_agent.name = "NonStreamingAgent"
mock_agent.run_stream = None
agent_response = _agent_response("Final response")
mock_agent.run = AsyncMock(return_value=agent_response)
callback = RecordingCallback()
entity = AgentEntity(mock_agent, callback=callback)
mock_context = Mock()
result = await entity.run_agent(
mock_context,
{
"message": "Hi",
"thread_id": "session-2",
"correlationId": "corr-final-1",
},
)
assert isinstance(result, AgentRunResponse)
assert result.text == "Final response"
assert callback.stream_mock.await_count == 0
assert callback.response_mock.await_count == 1
final_call = callback.response_mock.await_args
assert final_call is not None
assert final_call.args[0] is agent_response
final_context = final_call.args[1]
assert final_context.agent_name == "NonStreamingAgent"
assert final_context.correlation_id == "corr-final-1"
assert final_context.thread_id == "session-2"
assert final_context.request_message == "Hi"
async def test_run_agent_updates_conversation_history(self) -> None:
"""Test that run_agent updates the conversation history."""
mock_agent = Mock()
mock_response = _agent_response("Agent response")
mock_agent.run = AsyncMock(return_value=mock_response)
entity = AgentEntity(mock_agent)
mock_context = Mock()
await entity.run_agent(
mock_context, {"message": "User message", "thread_id": "conv-1", "correlationId": "corr-entity-2"}
)
# Should have 1 entry: user message + assistant response
user_history = entity.state.data.conversation_history[0].messages
assistant_history = entity.state.data.conversation_history[1].messages
assert len(user_history) == 1
user_msg = user_history[0]
assert _role_value(user_msg) == "user"
assert user_msg.text == "User message"
assistant_msg = assistant_history[0]
assert _role_value(assistant_msg) == "assistant"
assert assistant_msg.text == "Agent response"
async def test_run_agent_increments_message_count(self) -> None:
"""Test that run_agent increments the message count."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
assert len(entity.state.data.conversation_history) == 0
await entity.run_agent(
mock_context, {"message": "Message 1", "thread_id": "conv-1", "correlationId": "corr-entity-3a"}
)
assert len(entity.state.data.conversation_history) == 2
await entity.run_agent(
mock_context, {"message": "Message 2", "thread_id": "conv-1", "correlationId": "corr-entity-3b"}
)
assert len(entity.state.data.conversation_history) == 4
await entity.run_agent(
mock_context, {"message": "Message 3", "thread_id": "conv-1", "correlationId": "corr-entity-3c"}
)
assert len(entity.state.data.conversation_history) == 6
async def test_run_agent_with_none_thread_id(self) -> None:
"""Test run_agent with a None thread identifier."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
with pytest.raises(ValueError, match="thread_id"):
await entity.run_agent(
mock_context, {"message": "Message", "thread_id": None, "correlationId": "corr-entity-5"}
)
async def test_run_agent_multiple_conversations(self) -> None:
"""Test that run_agent maintains history across multiple messages."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
# Send multiple messages
await entity.run_agent(
mock_context, {"message": "Message 1", "thread_id": "conv-1", "correlationId": "corr-entity-8a"}
)
await entity.run_agent(
mock_context, {"message": "Message 2", "thread_id": "conv-1", "correlationId": "corr-entity-8b"}
)
await entity.run_agent(
mock_context, {"message": "Message 3", "thread_id": "conv-1", "correlationId": "corr-entity-8c"}
)
history = entity.state.data.conversation_history
assert len(history) == 6
assert entity.state.message_count == 6
class TestAgentEntityReset:
"""Test suite for the reset operation."""
def test_reset_clears_conversation_history(self) -> None:
"""Test that reset clears the conversation history."""
mock_agent = Mock()
entity = AgentEntity(mock_agent)
# Add some history with proper DurableAgentStateEntry objects
entity.state.data.conversation_history = [
DurableAgentStateRequest(
correlation_id="test-1",
created_at=datetime.now(),
messages=[
DurableAgentStateMessage(
role="user",
contents=[DurableAgentStateTextContent(text="msg1")],
)
],
),
]
mock_context = Mock()
entity.reset(mock_context)
assert entity.state.data.conversation_history == []
def test_reset_with_extension_data(self) -> None:
"""Test that reset works when entity has extension data."""
mock_agent = Mock()
entity = AgentEntity(mock_agent)
# Set up some initial state with conversation history
entity.state.data = DurableAgentStateData(conversation_history=[], extension_data={"some_key": "some_value"})
mock_context = Mock()
entity.reset(mock_context)
assert len(entity.state.data.conversation_history) == 0
def test_reset_clears_message_count(self) -> None:
"""Test that reset clears the message count."""
mock_agent = Mock()
entity = AgentEntity(mock_agent)
mock_context = Mock()
entity.reset(mock_context)
assert len(entity.state.data.conversation_history) == 0
async def test_reset_after_conversation(self) -> None:
"""Test reset after a full conversation."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
# Have a conversation
await entity.run_agent(
mock_context, {"message": "Message 1", "thread_id": "conv-1", "correlationId": "corr-entity-10a"}
)
await entity.run_agent(
mock_context, {"message": "Message 2", "thread_id": "conv-1", "correlationId": "corr-entity-10b"}
)
# Verify state before reset
assert entity.state.message_count == 4
assert len(entity.state.data.conversation_history) == 4
# Reset
entity.reset(mock_context)
# Verify state after reset
assert entity.state.message_count == 0
assert len(entity.state.data.conversation_history) == 0
class TestCreateAgentEntity:
"""Test suite for the create_agent_entity factory function."""
def test_create_agent_entity_returns_callable(self) -> None:
"""Test that create_agent_entity returns a callable."""
mock_agent = Mock()
entity_function = create_agent_entity(mock_agent)
assert callable(entity_function)
def test_entity_function_handles_run_agent(self) -> None:
"""Test that the entity function handles the run_agent operation."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity_function = create_agent_entity(mock_agent)
# Mock context
mock_context = Mock()
mock_context.operation_name = "run_agent"
mock_context.get_input.return_value = {
"message": "Test message",
"thread_id": "conv-123",
"correlationId": "corr-entity-factory",
}
mock_context.get_state.return_value = None
# Execute
entity_function(mock_context)
# Verify result and state were set
assert mock_context.set_result.called
assert mock_context.set_state.called
def test_entity_function_handles_reset(self) -> None:
"""Test that the entity function handles the reset operation."""
mock_agent = Mock()
entity_function = create_agent_entity(mock_agent)
# Mock context with existing state
mock_context = Mock()
mock_context.operation_name = "reset"
mock_context.get_state.return_value = {
"schemaVersion": "1.0.0",
"data": {
"conversationHistory": [
{
"$type": "request",
"correlationId": "test-correlation-id",
"createdAt": "2024-01-01T00:00:00Z",
"messages": [
{
"role": "user",
"contents": [{"$type": "text", "text": "test"}],
}
],
}
]
},
}
# Execute
entity_function(mock_context)
# Verify reset result
assert mock_context.set_result.called
result = mock_context.set_result.call_args[0][0]
assert result["status"] == "reset"
# Verify state was cleared
assert mock_context.set_state.called
state = mock_context.set_state.call_args[0][0]
assert state["data"]["conversationHistory"] == []
def test_entity_function_handles_unknown_operation(self) -> None:
"""Test that the entity function handles unknown operations."""
mock_agent = Mock()
entity_function = create_agent_entity(mock_agent)
mock_context = Mock()
mock_context.operation_name = "invalid_operation"
mock_context.get_state.return_value = None
# Execute
entity_function(mock_context)
# Verify error result
assert mock_context.set_result.called
result = mock_context.set_result.call_args[0][0]
assert "error" in result
assert "invalid_operation" in result["error"].lower()
def test_entity_function_creates_new_entity_on_first_call(self) -> None:
"""Test that the entity function creates a new entity when no state exists."""
mock_agent = Mock()
mock_agent.__class__.__name__ = "Agent"
entity_function = create_agent_entity(mock_agent)
mock_context = Mock()
mock_context.operation_name = "reset"
mock_context.get_state.return_value = None # No existing state
# Execute
entity_function(mock_context)
# Verify new entity state was created
assert mock_context.set_result.called
result = mock_context.set_result.call_args[0][0]
assert result["status"] == "reset"
assert mock_context.set_state.called
state = mock_context.set_state.call_args[0][0]
assert state["data"] == {"conversationHistory": []}
def test_entity_function_restores_existing_state(self) -> None:
"""Test that the entity function restores existing state."""
mock_agent = Mock()
entity_function = create_agent_entity(mock_agent)
existing_state = {
"schemaVersion": "1.0.0",
"data": {
"conversationHistory": [
{
"$type": "request",
"correlationId": "corr-existing-1",
"createdAt": "2024-01-01T00:00:00Z",
"messages": [
{
"role": "user",
"contents": [
{
"$type": "text",
"text": "msg1",
}
],
}
],
},
{
"$type": "response",
"correlationId": "corr-existing-1",
"createdAt": "2024-01-01T00:05:00Z",
"messages": [
{
"role": "assistant",
"contents": [
{
"$type": "text",
"text": "resp1",
}
],
}
],
},
],
},
}
mock_context = Mock()
mock_context.operation_name = "reset"
mock_context.get_state.return_value = existing_state
with patch.object(DurableAgentState, "from_dict", wraps=DurableAgentState.from_dict) as from_dict_mock:
entity_function(mock_context)
from_dict_mock.assert_called_once_with(existing_state)
class TestErrorHandling:
"""Test suite for error handling in entities."""
async def test_run_agent_handles_agent_exception(self) -> None:
"""Test that run_agent handles agent exceptions."""
mock_agent = Mock()
mock_agent.run = AsyncMock(side_effect=Exception("Agent failed"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
result = await entity.run_agent(
mock_context, {"message": "Message", "thread_id": "conv-1", "correlationId": "corr-entity-error-1"}
)
assert isinstance(result, AgentRunResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, ErrorContent)
assert "Agent failed" in (content.message or "")
assert content.error_code == "Exception"
async def test_run_agent_handles_value_error(self) -> None:
"""Test that run_agent handles ValueError instances."""
mock_agent = Mock()
mock_agent.run = AsyncMock(side_effect=ValueError("Invalid input"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
result = await entity.run_agent(
mock_context, {"message": "Message", "thread_id": "conv-1", "correlationId": "corr-entity-error-2"}
)
assert isinstance(result, AgentRunResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, ErrorContent)
assert content.error_code == "ValueError"
assert "Invalid input" in str(content.message)
async def test_run_agent_handles_timeout_error(self) -> None:
"""Test that run_agent handles TimeoutError instances."""
mock_agent = Mock()
mock_agent.run = AsyncMock(side_effect=TimeoutError("Request timeout"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
result = await entity.run_agent(
mock_context, {"message": "Message", "thread_id": "conv-1", "correlationId": "corr-entity-error-3"}
)
assert isinstance(result, AgentRunResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, ErrorContent)
assert content.error_code == "TimeoutError"
def test_entity_function_handles_exception_in_operation(self) -> None:
"""Test that the entity function handles exceptions gracefully."""
mock_agent = Mock()
entity_function = create_agent_entity(mock_agent)
mock_context = Mock()
mock_context.operation_name = "run_agent"
mock_context.get_input.side_effect = Exception("Input error")
mock_context.get_state.return_value = None
# Execute - should not raise
entity_function(mock_context)
# Verify error was set
assert mock_context.set_result.called
result = mock_context.set_result.call_args[0][0]
assert "error" in result
async def test_run_agent_preserves_message_on_error(self) -> None:
"""Test that run_agent preserves message information on error."""
mock_agent = Mock()
mock_agent.run = AsyncMock(side_effect=Exception("Error"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
result = await entity.run_agent(
mock_context,
{"message": "Test message", "thread_id": "conv-123", "correlationId": "corr-entity-error-4"},
)
# Even on error, message info should be preserved
assert isinstance(result, AgentRunResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, ErrorContent)
class TestConversationHistory:
"""Test suite for conversation history tracking."""
async def test_conversation_history_has_timestamps(self) -> None:
"""Test that conversation history entries include timestamps."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
await entity.run_agent(
mock_context, {"message": "Message", "thread_id": "conv-1", "correlationId": "corr-entity-history-1"}
)
# Check both user and assistant messages have timestamps
for entry in entity.state.data.conversation_history:
timestamp = entry.created_at
assert timestamp is not None
# Verify timestamp is in ISO format
datetime.fromisoformat(str(timestamp))
async def test_conversation_history_ordering(self) -> None:
"""Test that conversation history maintains the correct order."""
mock_agent = Mock()
entity = AgentEntity(mock_agent)
mock_context = Mock()
# Send multiple messages with different responses
mock_agent.run = AsyncMock(return_value=_agent_response("Response 1"))
await entity.run_agent(
mock_context,
{"message": "Message 1", "thread_id": "conv-1", "correlationId": "corr-entity-history-2a"},
)
mock_agent.run = AsyncMock(return_value=_agent_response("Response 2"))
await entity.run_agent(
mock_context,
{"message": "Message 2", "thread_id": "conv-1", "correlationId": "corr-entity-history-2b"},
)
mock_agent.run = AsyncMock(return_value=_agent_response("Response 3"))
await entity.run_agent(
mock_context,
{"message": "Message 3", "thread_id": "conv-1", "correlationId": "corr-entity-history-2c"},
)
# Verify order
history = entity.state.data.conversation_history
# Each conversation turn creates 2 entries: request and response
assert history[0].messages[0].text == "Message 1" # Request 1
assert history[1].messages[0].text == "Response 1" # Response 1
assert history[2].messages[0].text == "Message 2" # Request 2
assert history[3].messages[0].text == "Response 2" # Response 2
assert history[4].messages[0].text == "Message 3" # Request 3
assert history[5].messages[0].text == "Response 3" # Response 3
async def test_conversation_history_role_alternation(self) -> None:
"""Test that conversation history alternates between user and assistant roles."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
await entity.run_agent(
mock_context,
{"message": "Message 1", "thread_id": "conv-1", "correlationId": "corr-entity-history-3a"},
)
await entity.run_agent(
mock_context,
{"message": "Message 2", "thread_id": "conv-1", "correlationId": "corr-entity-history-3b"},
)
# Check role alternation
history = entity.state.data.conversation_history
# Each conversation turn creates 2 entries: request and response
assert history[0].messages[0].role == "user" # Request 1
assert history[1].messages[0].role == "assistant" # Response 1
assert history[2].messages[0].role == "user" # Request 2
assert history[3].messages[0].role == "assistant" # Response 2
class TestRunRequestSupport:
"""Test suite for RunRequest support in entities."""
async def test_run_agent_with_run_request_object(self) -> None:
"""Test run_agent with a RunRequest object."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
request = RunRequest(
message="Test message",
thread_id="conv-123",
role=Role.USER,
enable_tool_calls=True,
correlation_id="corr-runreq-1",
)
result = await entity.run_agent(mock_context, request)
assert isinstance(result, AgentRunResponse)
assert result.text == "Response"
async def test_run_agent_with_dict_request(self) -> None:
"""Test run_agent with a dictionary request."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
request_dict = {
"message": "Test message",
"thread_id": "conv-456",
"role": "system",
"enable_tool_calls": False,
"correlationId": "corr-runreq-2",
}
result = await entity.run_agent(mock_context, request_dict)
assert isinstance(result, AgentRunResponse)
assert result.text == "Response"
async def test_run_agent_with_string_raises_without_correlation(self) -> None:
"""Test that run_agent rejects legacy string input without correlation ID."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
with pytest.raises(ValueError):
await entity.run_agent(mock_context, "Simple message")
async def test_run_agent_stores_role_in_history(self) -> None:
"""Test that run_agent stores the role in conversation history."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
# Send as system role
request = RunRequest(
message="System message",
thread_id="conv-runreq-3",
role=Role.SYSTEM,
correlation_id="corr-runreq-3",
)
await entity.run_agent(mock_context, request)
# Check that system role was stored
history = entity.state.data.conversation_history
assert history[0].messages[0].role == "system"
assert history[0].messages[0].text == "System message"
async def test_run_agent_with_response_format(self) -> None:
"""Test run_agent with a JSON response format."""
mock_agent = Mock()
# Return JSON response
mock_agent.run = AsyncMock(return_value=_agent_response('{"answer": 42}'))
entity = AgentEntity(mock_agent)
mock_context = Mock()
request = RunRequest(
message="What is the answer?",
thread_id="conv-runreq-4",
response_format=EntityStructuredResponse,
correlation_id="corr-runreq-4",
)
result = await entity.run_agent(mock_context, request)
assert isinstance(result, AgentRunResponse)
assert result.text == '{"answer": 42}'
assert result.value is None
async def test_run_agent_disable_tool_calls(self) -> None:
"""Test run_agent with tool calls disabled."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = AgentEntity(mock_agent)
mock_context = Mock()
request = RunRequest(
message="Test", thread_id="conv-runreq-5", enable_tool_calls=False, correlation_id="corr-runreq-5"
)
result = await entity.run_agent(mock_context, request)
assert isinstance(result, AgentRunResponse)
# Agent should have been called (tool disabling is framework-dependent)
mock_agent.run.assert_called_once()
async def test_entity_function_with_run_request_dict(self) -> None:
"""Test that the entity function handles the RunRequest dict format."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity_function = create_agent_entity(mock_agent)
mock_context = Mock()
mock_context.operation_name = "run_agent"
mock_context.get_input.return_value = {
"message": "Test message",
"thread_id": "conv-789",
"role": "user",
"enable_tool_calls": True,
"correlationId": "corr-runreq-6",
}
mock_context.get_state.return_value = None
await asyncio.to_thread(entity_function, mock_context)
# Verify result was set
assert mock_context.set_result.called
result = mock_context.set_result.call_args[0][0]
assert isinstance(result, dict)
# Check if messages are present
assert "messages" in result
assert len(result["messages"]) > 0
message = result["messages"][0]
# Check for text in various possible locations
text_found = False
if "text" in message and message["text"] == "Response":
text_found = True
elif "contents" in message:
for content in message["contents"]:
if isinstance(content, dict) and content.get("text") == "Response":
text_found = True
break
assert text_found, f"Response text not found in message: {message}"
if __name__ == "__main__":
pytest.main([__file__, "-v", "--tb=short"])