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Python: Handle agent user input request in AgentExecutor (#2022)
* Handle agent user input request in AgentExecutor * fix test * Address comments * Fix tests * Fix tests * Address comments * Address comments
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@@ -111,6 +111,10 @@ async def test_agent_executor_checkpoint_stores_and_restores_state() -> None:
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chat_store_state = thread_state["chat_message_store_state"] # type: ignore[index]
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assert "messages" in chat_store_state, "Message store state should include messages"
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# Verify checkpoint contains pending requests from agents and responses to be sent
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assert "pending_agent_requests" in executor_state
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assert "pending_responses_to_agent" in executor_state
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# Create a new agent and executor for restoration
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# This simulates starting from a fresh state and restoring from checkpoint
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restored_agent = _CountingAgent(id="test_agent", name="TestAgent")
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@@ -5,19 +5,32 @@
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from collections.abc import AsyncIterable
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from typing import Any
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from typing_extensions import Never
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from agent_framework import (
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AgentExecutor,
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AgentExecutorResponse,
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AgentRunResponse,
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AgentRunResponseUpdate,
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AgentRunUpdateEvent,
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AgentThread,
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BaseAgent,
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ChatAgent,
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ChatMessage,
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ChatResponse,
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ChatResponseUpdate,
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FunctionApprovalRequestContent,
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FunctionCallContent,
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FunctionResultContent,
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RequestInfoEvent,
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Role,
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TextContent,
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WorkflowBuilder,
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WorkflowContext,
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WorkflowOutputEvent,
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ai_function,
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executor,
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use_function_invocation,
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)
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@@ -120,3 +133,235 @@ async def test_agent_executor_emits_tool_calls_in_streaming_mode() -> None:
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assert events[3].data is not None
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assert isinstance(events[3].data.contents[0], TextContent)
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assert "sunny" in events[3].data.contents[0].text
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@ai_function(approval_mode="always_require")
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def mock_tool_requiring_approval(query: str) -> str:
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"""Mock tool that requires approval before execution."""
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return f"Executed tool with query: {query}"
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@use_function_invocation
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class MockChatClient:
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"""Simple implementation of a chat client."""
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def __init__(self, parallel_request: bool = False) -> None:
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self.additional_properties: dict[str, Any] = {}
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self._iteration: int = 0
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self._parallel_request: bool = parallel_request
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async def get_response(
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self,
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messages: str | ChatMessage | list[str] | list[ChatMessage],
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**kwargs: Any,
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) -> ChatResponse:
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if self._iteration == 0:
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if self._parallel_request:
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response = ChatResponse(
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messages=ChatMessage(
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role="assistant",
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contents=[
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FunctionCallContent(
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call_id="1", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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),
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FunctionCallContent(
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call_id="2", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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),
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],
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)
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)
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else:
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response = ChatResponse(
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messages=ChatMessage(
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role="assistant",
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contents=[
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FunctionCallContent(
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call_id="1", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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)
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],
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)
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)
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else:
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response = ChatResponse(messages=ChatMessage(role="assistant", text="Tool executed successfully."))
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self._iteration += 1
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return response
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async def get_streaming_response(
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self,
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messages: str | ChatMessage | list[str] | list[ChatMessage],
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**kwargs: Any,
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) -> AsyncIterable[ChatResponseUpdate]:
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if self._iteration == 0:
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if self._parallel_request:
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yield ChatResponseUpdate(
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contents=[
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FunctionCallContent(
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call_id="1", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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),
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FunctionCallContent(
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call_id="2", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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),
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],
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role="assistant",
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)
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else:
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yield ChatResponseUpdate(
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contents=[
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FunctionCallContent(
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call_id="1", name="mock_tool_requiring_approval", arguments='{"query": "test"}'
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)
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],
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role="assistant",
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)
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else:
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yield ChatResponseUpdate(text=TextContent(text="Tool executed "), role="assistant")
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yield ChatResponseUpdate(contents=[TextContent(text="successfully.")], role="assistant")
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self._iteration += 1
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@executor(id="test_executor")
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async def test_executor(agent_executor_response: AgentExecutorResponse, ctx: WorkflowContext[Never, str]) -> None:
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await ctx.yield_output(agent_executor_response.agent_run_response.text)
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async def test_agent_executor_tool_call_with_approval() -> None:
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"""Test that AgentExecutor handles tool calls requiring approval."""
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# Arrange
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agent = ChatAgent(
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chat_client=MockChatClient(),
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name="ApprovalAgent",
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tools=[mock_tool_requiring_approval],
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)
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workflow = WorkflowBuilder().set_start_executor(agent).add_edge(agent, test_executor).build()
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# Act
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events = await workflow.run("Invoke tool requiring approval")
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# Assert
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assert len(events.get_request_info_events()) == 1
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approval_request = events.get_request_info_events()[0]
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assert isinstance(approval_request.data, FunctionApprovalRequestContent)
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assert approval_request.data.function_call.name == "mock_tool_requiring_approval"
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assert approval_request.data.function_call.arguments == '{"query": "test"}'
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# Act
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events = await workflow.send_responses({approval_request.request_id: approval_request.data.create_response(True)})
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# Assert
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final_response = events.get_outputs()
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assert len(final_response) == 1
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assert final_response[0] == "Tool executed successfully."
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async def test_agent_executor_tool_call_with_approval_streaming() -> None:
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"""Test that AgentExecutor handles tool calls requiring approval in streaming mode."""
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# Arrange
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agent = ChatAgent(
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chat_client=MockChatClient(),
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name="ApprovalAgent",
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tools=[mock_tool_requiring_approval],
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)
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workflow = WorkflowBuilder().set_start_executor(agent).add_edge(agent, test_executor).build()
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# Act
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request_info_events: list[RequestInfoEvent] = []
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async for event in workflow.run_stream("Invoke tool requiring approval"):
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if isinstance(event, RequestInfoEvent):
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request_info_events.append(event)
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# Assert
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assert len(request_info_events) == 1
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approval_request = request_info_events[0]
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assert isinstance(approval_request.data, FunctionApprovalRequestContent)
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assert approval_request.data.function_call.name == "mock_tool_requiring_approval"
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assert approval_request.data.function_call.arguments == '{"query": "test"}'
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# Act
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output: str | None = None
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async for event in workflow.send_responses_streaming({
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approval_request.request_id: approval_request.data.create_response(True)
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}):
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if isinstance(event, WorkflowOutputEvent):
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output = event.data
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# Assert
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assert output is not None
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assert output == "Tool executed successfully."
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async def test_agent_executor_parallel_tool_call_with_approval() -> None:
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"""Test that AgentExecutor handles parallel tool calls requiring approval."""
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# Arrange
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agent = ChatAgent(
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chat_client=MockChatClient(parallel_request=True),
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name="ApprovalAgent",
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tools=[mock_tool_requiring_approval],
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)
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workflow = WorkflowBuilder().set_start_executor(agent).add_edge(agent, test_executor).build()
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# Act
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events = await workflow.run("Invoke tool requiring approval")
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# Assert
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assert len(events.get_request_info_events()) == 2
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for approval_request in events.get_request_info_events():
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assert isinstance(approval_request.data, FunctionApprovalRequestContent)
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assert approval_request.data.function_call.name == "mock_tool_requiring_approval"
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assert approval_request.data.function_call.arguments == '{"query": "test"}'
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# Act
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responses = {
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approval_request.request_id: approval_request.data.create_response(True) # type: ignore
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for approval_request in events.get_request_info_events()
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}
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events = await workflow.send_responses(responses)
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# Assert
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final_response = events.get_outputs()
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assert len(final_response) == 1
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assert final_response[0] == "Tool executed successfully."
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async def test_agent_executor_parallel_tool_call_with_approval_streaming() -> None:
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"""Test that AgentExecutor handles parallel tool calls requiring approval in streaming mode."""
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# Arrange
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agent = ChatAgent(
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chat_client=MockChatClient(parallel_request=True),
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name="ApprovalAgent",
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tools=[mock_tool_requiring_approval],
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)
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workflow = WorkflowBuilder().set_start_executor(agent).add_edge(agent, test_executor).build()
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# Act
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request_info_events: list[RequestInfoEvent] = []
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async for event in workflow.run_stream("Invoke tool requiring approval"):
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if isinstance(event, RequestInfoEvent):
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request_info_events.append(event)
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# Assert
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assert len(request_info_events) == 2
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for approval_request in request_info_events:
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assert isinstance(approval_request.data, FunctionApprovalRequestContent)
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assert approval_request.data.function_call.name == "mock_tool_requiring_approval"
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assert approval_request.data.function_call.arguments == '{"query": "test"}'
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# Act
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responses = {
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approval_request.request_id: approval_request.data.create_response(True) # type: ignore
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for approval_request in request_info_events
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}
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output: str | None = None
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async for event in workflow.send_responses_streaming(responses):
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if isinstance(event, WorkflowOutputEvent):
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output = event.data
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# Assert
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assert output is not None
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assert output == "Tool executed successfully."
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