Files
agent-framework/python/packages/durabletask/tests/test_durable_entities.py
T
Eduard van Valkenburg 838a7fd61d Python: [BREAKING] Types API Review improvements (#3647)
* Replace Role and FinishReason classes with NewType + Literal

- Remove EnumLike metaclass from _types.py
- Replace Role class with NewType('Role', str) + RoleLiteral
- Replace FinishReason class with NewType('FinishReason', str) + FinishReasonLiteral
- Update all usages across codebase to use string literals
- Remove .value access patterns (direct string comparison now works)
- Add backward compatibility for legacy dict serialization format
- Update tests to reflect new string-based types

Addresses #3591, #3615

* Simplify ChatResponse and AgentResponse type hints (#3592)

- Remove overloads from ChatResponse.__init__
- Remove text parameter from ChatResponse.__init__
- Remove | dict[str, Any] from finish_reason and usage_details params
- Remove **kwargs from AgentResponse.__init__
- Both now accept ChatMessage | Sequence[ChatMessage] | None for messages
- Update docstrings and examples to reflect changes
- Fix tests that were using removed kwargs
- Fix Role type hint usage in ag-ui utils

* Remove text parameter from ChatResponseUpdate and AgentResponseUpdate (#3597)

- Remove text parameter from ChatResponseUpdate.__init__
- Remove text parameter from AgentResponseUpdate.__init__
- Remove **kwargs from both update classes
- Simplify contents parameter type to Sequence[Content] | None
- Update all usages to use contents=[Content.from_text(...)] pattern
- Fix imports in test files
- Update docstrings and examples

* Rename from_chat_response_updates to from_updates (#3593)

- ChatResponse.from_chat_response_updates → ChatResponse.from_updates
- ChatResponse.from_chat_response_generator → ChatResponse.from_update_generator
- AgentResponse.from_agent_run_response_updates → AgentResponse.from_updates

* Remove try_parse_value method from ChatResponse and AgentResponse (#3595)

- Remove try_parse_value method from ChatResponse
- Remove try_parse_value method from AgentResponse
- Remove try_parse_value calls from from_updates and from_update_generator methods
- Update samples to use try/except with response.value instead
- Update tests to use response.value pattern
- Users should now use response.value with try/except for safe parsing

* Add agent_id to AgentResponse and clarify author_name documentation (#3596)

- Add agent_id parameter to AgentResponse class
- Document that author_name is on ChatMessage objects, not responses
- Update ChatResponse docstring with author_name note
- Update AgentResponse docstring with author_name note

* Simplify ChatMessage.__init__ signature (#3618)

- Make contents a positional argument accepting Sequence[Content | str]
- Auto-convert strings in contents to TextContent
- Remove overloads, keep text kwarg for backward compatibility with serialization
- Update _parse_content_list to handle string items
- Update all usages across codebase to use new format: ChatMessage("role", ["text"])

* Allow Content as input on run and get_response

- Update prepare_messages and normalize_messages to accept Content
- Update type signatures in _agents.py and _clients.py
- Add tests for Content input handling

* Fix ChatMessage usage across packages and samples

Update all remaining ChatMessage(role=..., text=...) to use new
ChatMessage('role', ['text']) signature.

* Fix Role string usage and response format parsing

- Fix redis provider: remove .value access on string literals
- Fix durabletask ensure_response_format: set _response_format before accessing .value

* Fix ollama .value and ai_model_id issues, handle None in content list

- Fix ollama _chat_client: remove .value on string literals
- Fix ollama _chat_client: rename ai_model_id to model_id
- Fix _parse_content_list: skip None values gracefully

* Fix A2AAgent type signature to include Content

* Fix Role/FinishReason NewType dict annotations and improve test coverage to 95%

* Fix mypy errors for Role/FinishReason NewType usage

* Fix Role.TOOL and Role.ASSISTANT usage in _orchestrator_helpers.py

* Fix Role NewType usage in durabletask _models.py
2026-02-04 10:13:23 +00:00

694 lines
25 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
"""Unit tests for AgentEntity.
Run with: pytest tests/test_entities.py -v
"""
from collections.abc import AsyncIterator
from datetime import datetime
from typing import Any, TypeVar
from unittest.mock import AsyncMock, Mock
import pytest
from agent_framework import AgentResponse, AgentResponseUpdate, ChatMessage, Content
from pydantic import BaseModel
from agent_framework_durabletask import (
AgentEntity,
AgentEntityStateProviderMixin,
DurableAgentState,
DurableAgentStateData,
DurableAgentStateMessage,
DurableAgentStateRequest,
DurableAgentStateTextContent,
RunRequest,
)
from agent_framework_durabletask._entities import DurableTaskEntityStateProvider
TState = TypeVar("TState")
class MockEntityContext:
"""Minimal durabletask EntityContext shim for tests."""
def __init__(self, initial_state: Any = None) -> None:
self._state = initial_state
def get_state(
self,
intended_type: type[TState] | None = None,
default: TState | None = None,
) -> Any:
del intended_type
if self._state is None:
return default
return self._state
def set_state(self, new_state: Any) -> None:
self._state = new_state
class _InMemoryStateProvider(AgentEntityStateProviderMixin):
"""Test-only state provider for AgentEntity."""
def __init__(self, *, thread_id: str, initial_state: dict[str, Any] | None = None) -> None:
self._thread_id = thread_id
self._state_dict: dict[str, Any] = initial_state or {}
def _get_state_dict(self) -> dict[str, Any]:
return self._state_dict
def _set_state_dict(self, state: dict[str, Any]) -> None:
self._state_dict = state
def _get_thread_id_from_entity(self) -> str:
return self._thread_id
def _make_entity(agent: Any, callback: Any = None, *, thread_id: str = "test-thread") -> AgentEntity:
return AgentEntity(agent, callback=callback, state_provider=_InMemoryStateProvider(thread_id=thread_id))
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) -> AgentResponse:
"""Create an AgentResponse with a single assistant message."""
message = ChatMessage("assistant", [text]) if text is not None else ChatMessage("assistant", [])
return AgentResponse(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: AgentResponseUpdate,
context: Any,
) -> None:
await self.stream_mock(update, context)
async def on_agent_response(self, response: AgentResponse, 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 = _make_entity(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 == DurableAgentState.SCHEMA_VERSION
def test_init_stores_agent_reference(self) -> None:
"""Test that the agent reference is stored correctly."""
mock_agent = Mock()
mock_agent.name = "TestAgent"
entity = _make_entity(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 = _make_entity(agent1)
entity2 = _make_entity(agent2)
assert entity1.agent.__class__.__name__ == "AzureOpenAIAgent"
assert entity2.agent.__class__.__name__ == "CustomAgent"
class TestDurableTaskEntityStateProvider:
"""Tests for DurableTaskEntityStateProvider wrapper behavior and persistence wiring."""
def _make_durabletask_entity_provider(
self,
agent: Any,
*,
initial_state: dict[str, Any] | None = None,
) -> tuple[DurableTaskEntityStateProvider, MockEntityContext]:
"""Create a DurableTaskEntityStateProvider wired to an in-memory durabletask context."""
entity = DurableTaskEntityStateProvider()
ctx = MockEntityContext(initial_state)
# DurableEntity provides this hook; required for get_state/set_state to work in unit tests.
entity._initialize_entity_context(ctx) # type: ignore[attr-defined]
return entity, ctx
def test_reset_persists_cleared_state(self) -> None:
mock_agent = Mock()
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"}]}],
}
]
},
}
entity, ctx = self._make_durabletask_entity_provider(mock_agent, initial_state=existing_state)
entity.reset()
persisted = ctx.get_state(dict, default={})
assert isinstance(persisted, dict)
assert persisted["data"]["conversationHistory"] == []
class TestAgentEntityRunAgent:
"""Test suite for the run_agent operation."""
async def test_run_executes_agent(self) -> None:
"""Test that run executes the agent."""
mock_agent = Mock()
mock_response = _agent_response("Test response")
mock_agent.run = AsyncMock(return_value=mock_response)
entity = _make_entity(mock_agent)
result = await entity.run({
"message": "Test message",
"correlationId": "corr-entity-1",
})
# Verify agent.run was called
mock_agent.run.assert_called_once()
_, kwargs = mock_agent.run.call_args
sent_messages: list[Any] = kwargs.get("messages")
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, AgentResponse)
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 = [
AgentResponseUpdate(contents=[Content.from_text(text="Hello")]),
AgentResponseUpdate(contents=[Content.from_text(text=" world")]),
]
async def update_generator() -> AsyncIterator[AgentResponseUpdate]:
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 = _make_entity(mock_agent, callback=callback, thread_id="session-1")
result = await entity.run(
{
"message": "Tell me something",
"correlationId": "corr-stream-1",
},
)
assert isinstance(result, AgentResponse)
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 = _make_entity(mock_agent, callback=callback, thread_id="session-2")
result = await entity.run(
{
"message": "Hi",
"correlationId": "corr-final-1",
},
)
assert isinstance(result, AgentResponse)
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 = _make_entity(mock_agent)
await entity.run({"message": "User message", "correlationId": "corr-entity-2"})
# Should have 2 entries: 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 = _make_entity(mock_agent)
assert len(entity.state.data.conversation_history) == 0
await entity.run({"message": "Message 1", "correlationId": "corr-entity-3a"})
assert len(entity.state.data.conversation_history) == 2
await entity.run({"message": "Message 2", "correlationId": "corr-entity-3b"})
assert len(entity.state.data.conversation_history) == 4
await entity.run({"message": "Message 3", "correlationId": "corr-entity-3c"})
assert len(entity.state.data.conversation_history) == 6
async def test_run_requires_entity_thread_id(self) -> None:
"""Test that AgentEntity.run rejects missing entity thread identifiers."""
mock_agent = Mock()
mock_agent.run = AsyncMock(return_value=_agent_response("Response"))
entity = _make_entity(mock_agent, thread_id="")
with pytest.raises(ValueError, match="thread_id"):
await entity.run({"message": "Message", "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 = _make_entity(mock_agent)
# Send multiple messages
await entity.run({"message": "Message 1", "correlationId": "corr-entity-8a"})
await entity.run({"message": "Message 2", "correlationId": "corr-entity-8b"})
await entity.run({"message": "Message 3", "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 = _make_entity(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")],
)
],
),
]
entity.reset()
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 = _make_entity(mock_agent)
# Set up some initial state with conversation history
entity.state.data = DurableAgentStateData(conversation_history=[], extension_data={"some_key": "some_value"})
entity.reset()
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 = _make_entity(mock_agent)
entity.reset()
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 = _make_entity(mock_agent)
# Have a conversation
await entity.run({"message": "Message 1", "correlationId": "corr-entity-10a"})
await entity.run({"message": "Message 2", "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()
# Verify state after reset
assert entity.state.message_count == 0
assert len(entity.state.data.conversation_history) == 0
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 = _make_entity(mock_agent)
result = await entity.run({"message": "Message", "correlationId": "corr-entity-error-1"})
assert isinstance(result, AgentResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, Content)
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 = _make_entity(mock_agent)
result = await entity.run({"message": "Message", "correlationId": "corr-entity-error-2"})
assert isinstance(result, AgentResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, Content)
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 = _make_entity(mock_agent)
result = await entity.run({"message": "Message", "correlationId": "corr-entity-error-3"})
assert isinstance(result, AgentResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, Content)
assert content.error_code == "TimeoutError"
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 = _make_entity(mock_agent)
result = await entity.run(
{"message": "Test message", "correlationId": "corr-entity-error-4"},
)
# Even on error, message info should be preserved
assert isinstance(result, AgentResponse)
assert len(result.messages) == 1
content = result.messages[0].contents[0]
assert isinstance(content, Content)
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 = _make_entity(mock_agent)
await entity.run({"message": "Message", "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 = _make_entity(mock_agent)
# Send multiple messages with different responses
mock_agent.run = AsyncMock(return_value=_agent_response("Response 1"))
await entity.run(
{"message": "Message 1", "correlationId": "corr-entity-history-2a"},
)
mock_agent.run = AsyncMock(return_value=_agent_response("Response 2"))
await entity.run(
{"message": "Message 2", "correlationId": "corr-entity-history-2b"},
)
mock_agent.run = AsyncMock(return_value=_agent_response("Response 3"))
await entity.run(
{"message": "Message 3", "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 = _make_entity(mock_agent)
await entity.run(
{"message": "Message 1", "correlationId": "corr-entity-history-3a"},
)
await entity.run(
{"message": "Message 2", "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 = _make_entity(mock_agent)
request = RunRequest(
message="Test message",
role="user",
enable_tool_calls=True,
correlation_id="corr-runreq-1",
)
result = await entity.run(request)
assert isinstance(result, AgentResponse)
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 = _make_entity(mock_agent)
request_dict = {
"message": "Test message",
"role": "system",
"enable_tool_calls": False,
"correlationId": "corr-runreq-2",
}
result = await entity.run(request_dict)
assert isinstance(result, AgentResponse)
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 = _make_entity(mock_agent)
with pytest.raises(ValueError):
await entity.run("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 = _make_entity(mock_agent)
# Send as system role
request = RunRequest(
message="System message",
role="system",
correlation_id="corr-runreq-3",
)
await entity.run(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 = _make_entity(mock_agent)
request = RunRequest(
message="What is the answer?",
response_format=EntityStructuredResponse,
correlation_id="corr-runreq-4",
)
result = await entity.run(request)
assert isinstance(result, AgentResponse)
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 = _make_entity(mock_agent)
request = RunRequest(message="Test", enable_tool_calls=False, correlation_id="corr-runreq-5")
result = await entity.run(request)
assert isinstance(result, AgentResponse)
# Agent should have been called (tool disabling is framework-dependent)
mock_agent.run.assert_called_once()
if __name__ == "__main__":
pytest.main([__file__, "-v", "--tb=short"])