From d6427e94aed97622c2f8431f899431b4ad4c35a9 Mon Sep 17 00:00:00 2001 From: Evan Mattson Date: Wed, 15 Jan 2025 19:57:36 +0900 Subject: [PATCH 1/6] Update sort step method for assistant invoke. --- .../agents/open_ai/open_ai_assistant_base.py | 49 +++++++++++++++++-- 1 file changed, 46 insertions(+), 3 deletions(-) diff --git a/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py b/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py index e0f4cd6de504..c2c8633a24a4 100644 --- a/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py +++ b/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py @@ -730,6 +730,8 @@ async def _invoke_internal( # Filter out None values to avoid passing them as kwargs run_options = {k: v for k, v in run_options.items() if v is not None} + logger.info(f"Starting invoke for agent `{self.name}` and thread `{thread_id}`") + run = await self.client.beta.threads.runs.create( assistant_id=self.assistant.id, thread_id=thread_id, @@ -755,8 +757,13 @@ async def _invoke_internal( # Check if function calling required if run.status == "requires_action": + logger.info(f"Run [{run.id}] requires action for agent `{self.name}` and thread `{thread_id}`") fccs = get_function_call_contents(run, function_steps) if fccs: + logger.info( + f"Yielding `generate_function_call_content` for agent `{self.name}` and " + f"thread `{thread_id}`, visibility False" + ) yield False, generate_function_call_content(agent_name=self.name, fccs=fccs) from semantic_kernel.contents.chat_history import ChatHistory @@ -770,28 +777,52 @@ async def _invoke_internal( thread_id=thread_id, tool_outputs=tool_outputs, # type: ignore ) + logger.info(f"Submitted tool outputs for agent `{self.name}` and thread `{thread_id}`") steps_response = await self.client.beta.threads.runs.steps.list(run_id=run.id, thread_id=thread_id) + logger.info(f"Called for steps_response for run [{run.id}] agent `{self.name}` and thread `{thread_id}`") steps: list[RunStep] = steps_response.data - completed_steps_to_process: list[RunStep] = sorted( - [s for s in steps if s.completed_at is not None and s.id not in processed_step_ids], - key=lambda s: s.created_at, + + def sort_key(step: RunStep): + # Put tool_calls first, then message_creation + # If multiple steps share a type, break ties by completed_at + return (0 if step.type == "tool_calls" else 1, step.completed_at) + + completed_steps_to_process = sorted( + [s for s in steps if s.completed_at is not None and s.id not in processed_step_ids], key=sort_key + ) + + logger.info( + f"Completed steps to process for run [{run.id}] agent `{self.name}` and thread `{thread_id}` " + f"with length `{len(completed_steps_to_process)}`" ) message_count = 0 for completed_step in completed_steps_to_process: if completed_step.type == "tool_calls": + logger.info( + f"Entering step type tool_calls for run [{run.id}], agent `{self.name}` and " + f"thread `{thread_id}`" + ) assert hasattr(completed_step.step_details, "tool_calls") # nosec for tool_call in completed_step.step_details.tool_calls: is_visible = False content: "ChatMessageContent | None" = None if tool_call.type == "code_interpreter": + logger.info( + f"Entering step type tool_calls for run [{run.id}], [code_interpreter] for " + f"agent `{self.name}` and thread `{thread_id}`" + ) content = generate_code_interpreter_content( self.name, tool_call.code_interpreter.input, # type: ignore ) is_visible = True elif tool_call.type == "function": + logger.info( + f"Entering step type tool_calls for run [{run.id}], [function] for agent `{self.name}` " + f"and thread `{thread_id}`" + ) function_step = function_steps.get(tool_call.id) assert function_step is not None # nosec content = generate_function_result_content( @@ -800,8 +831,16 @@ async def _invoke_internal( if content: message_count += 1 + logger.info( + f"Yielding tool_message for run [{run.id}], agent `{self.name}` and thread " + f"`{thread_id}` and message count `{message_count}`, is_visible `{is_visible}`" + ) yield is_visible, content elif completed_step.type == "message_creation": + logger.info( + f"Entering step type message_creation for run [{run.id}], agent `{self.name}` and " + f"thread `{thread_id}`" + ) message = await self._retrieve_message( thread_id=thread_id, message_id=completed_step.step_details.message_creation.message_id, # type: ignore @@ -810,6 +849,10 @@ async def _invoke_internal( content = generate_message_content(self.name, message) if content and len(content.items) > 0: message_count += 1 + logger.info( + f"Yielding message_creation for run [{run.id}], agent `{self.name}` and " + f"thread `{thread_id}` and message count `{message_count}`, is_visible `{True}`" + ) yield True, content processed_step_ids.add(completed_step.id) From 0d7f72d6da02817be431a82ac6080be4c4f4d6b4 Mon Sep 17 00:00:00 2001 From: Evan Mattson Date: Fri, 17 Jan 2025 14:17:32 +0900 Subject: [PATCH 2/6] Add unit test to check order of msgs --- .../agents/test_open_ai_assistant_base.py | 87 +++++++++++++++++++ python/uv.lock | 62 ++++++------- 2 files changed, 113 insertions(+), 36 deletions(-) diff --git a/python/tests/unit/agents/test_open_ai_assistant_base.py b/python/tests/unit/agents/test_open_ai_assistant_base.py index da982d23ae3f..332d9a33d30f 100644 --- a/python/tests/unit/agents/test_open_ai_assistant_base.py +++ b/python/tests/unit/agents/test_open_ai_assistant_base.py @@ -408,6 +408,35 @@ def __init__(self): ) +@pytest.fixture +def mock_run_step_function_tool_call(): + class MockToolCall: + def __init__(self): + self.type = "function" + + return RunStep( + id="step_id_1", + type="tool_calls", + completed_at=int(datetime.now(timezone.utc).timestamp()), + created_at=int((datetime.now(timezone.utc) - timedelta(minutes=1)).timestamp()), + step_details=ToolCallsStepDetails( + tool_calls=[ + FunctionToolCall( + type="function", + id="tool_call_id", + function=RunsFunction(arguments="{}", name="function_name", outpt="test output"), + ), + ], + type="tool_calls", + ), + assistant_id="assistant_id", + object="thread.run.step", + run_id="run_id", + status="completed", + thread_id="thread_id", + ) + + @pytest.fixture def mock_run_step_message_creation(): class MockMessageCreation: @@ -1206,6 +1235,64 @@ def mock_get_function_call_contents(run, function_steps): _ = [message async for message in azure_openai_assistant_agent.invoke("thread_id")] +async def test_invoke_order( + azure_openai_assistant_agent, + mock_assistant, + mock_run_required_action, + mock_run_step_function_tool_call, + mock_run_step_message_creation, + mock_thread_messages, + mock_function_call_content, +): + poll_count = 0 + + async def mock_poll_run_status(run, thread_id): + nonlocal poll_count + if run.status == "requires_action": + if poll_count == 0: + pass + else: + run.status = "completed" + poll_count += 1 + return run + + def mock_get_function_call_contents(run, function_steps): + function_call_content = mock_function_call_content + function_call_content.id = "tool_call_id" + function_steps[function_call_content.id] = function_call_content + return [function_call_content] + + azure_openai_assistant_agent.assistant = mock_assistant + azure_openai_assistant_agent._poll_run_status = AsyncMock(side_effect=mock_poll_run_status) + azure_openai_assistant_agent._retrieve_message = AsyncMock(return_value=mock_thread_messages[0]) + + with patch( + "semantic_kernel.agents.open_ai.assistant_content_generation.get_function_call_contents", + side_effect=mock_get_function_call_contents, + ): + client = azure_openai_assistant_agent.client + + with patch.object(client.beta.threads.runs, "create", new_callable=AsyncMock) as mock_runs_create: + mock_runs_create.return_value = mock_run_required_action + + with ( + patch.object(client.beta.threads.runs, "submit_tool_outputs", new_callable=AsyncMock), + patch.object(client.beta.threads.runs.steps, "list", new_callable=AsyncMock) as mock_steps_list, + ): + mock_steps_list.return_value = MagicMock( + data=[mock_run_step_message_creation, mock_run_step_function_tool_call] + ) + + messages = [] + async for _, content in azure_openai_assistant_agent._invoke_internal("thread_id"): + messages.append(content) + + assert len(messages) == 3 + assert isinstance(messages[0].items[0], FunctionCallContent) + assert isinstance(messages[1].items[0], FunctionResultContent) + assert isinstance(messages[2].items[0], TextContent) + + async def test_invoke_stream( azure_openai_assistant_agent, mock_assistant, diff --git a/python/uv.lock b/python/uv.lock index 807cba06687a..cec65b4b032c 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -440,7 +440,7 @@ name = "build" version = "1.2.2.post1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "colorama", marker = "(os_name == 'nt' and sys_platform == 'darwin') or (os_name == 'nt' and sys_platform == 'linux') or (os_name == 'nt' and sys_platform == 'win32')" }, + { name = "colorama", marker = "os_name == 'nt' and sys_platform == 'win32'" }, { name = "importlib-metadata", marker = "(python_full_version < '3.10.2' and sys_platform == 'darwin') or (python_full_version < '3.10.2' and sys_platform == 'linux') or (python_full_version < '3.10.2' and sys_platform == 'win32')" }, { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pyproject-hooks", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -691,7 +691,7 @@ name = "click" version = "8.1.7" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "colorama", marker = "(platform_system == 'Windows' and sys_platform == 'darwin') or (platform_system == 'Windows' and sys_platform == 'linux') or (platform_system == 'Windows' and sys_platform == 'win32')" }, + { name = "colorama", marker = "sys_platform == 'win32'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/96/d3/f04c7bfcf5c1862a2a5b845c6b2b360488cf47af55dfa79c98f6a6bf98b5/click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de", size = 336121 } wheels = [ @@ -1823,7 +1823,7 @@ name = "ipykernel" version = "6.29.5" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "appnope", marker = "(platform_system == 'Darwin' and sys_platform == 'darwin') or (platform_system == 'Darwin' and sys_platform == 'linux') or (platform_system == 'Darwin' and sys_platform == 'win32')" }, + { name = "appnope", marker = "sys_platform == 'darwin'" }, { name = "comm", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "debugpy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "ipython", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -2692,7 +2692,6 @@ 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--git a/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py b/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py index c2c8633a24a4..32fc549ca36a 100644 --- a/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py +++ b/python/semantic_kernel/agents/open_ai/open_ai_assistant_base.py @@ -730,7 +730,7 @@ async def _invoke_internal( # Filter out None values to avoid passing them as kwargs run_options = {k: v for k, v in run_options.items() if v is not None} - logger.info(f"Starting invoke for agent `{self.name}` and thread `{thread_id}`") + logger.debug(f"Starting invoke for agent `{self.name}` and thread `{thread_id}`") run = await self.client.beta.threads.runs.create( assistant_id=self.assistant.id, @@ -757,10 +757,10 @@ async def _invoke_internal( # Check if function calling required if run.status == "requires_action": - logger.info(f"Run [{run.id}] requires action for agent `{self.name}` and thread `{thread_id}`") + logger.debug(f"Run [{run.id}] requires action for agent `{self.name}` and thread `{thread_id}`") fccs = get_function_call_contents(run, function_steps) if fccs: - logger.info( + logger.debug( f"Yielding `generate_function_call_content` for agent `{self.name}` and " f"thread `{thread_id}`, visibility False" ) @@ -777,10 +777,10 @@ async def _invoke_internal( thread_id=thread_id, tool_outputs=tool_outputs, # type: ignore ) - logger.info(f"Submitted tool outputs for agent `{self.name}` and thread `{thread_id}`") + logger.debug(f"Submitted tool outputs for agent `{self.name}` and thread `{thread_id}`") steps_response = await self.client.beta.threads.runs.steps.list(run_id=run.id, thread_id=thread_id) - logger.info(f"Called for steps_response for run [{run.id}] agent `{self.name}` and thread `{thread_id}`") + logger.debug(f"Called for steps_response for run [{run.id}] agent `{self.name}` and thread `{thread_id}`") steps: list[RunStep] = steps_response.data def sort_key(step: RunStep): @@ -792,7 +792,7 @@ def sort_key(step: RunStep): [s for s in steps if s.completed_at is not None and s.id not in processed_step_ids], key=sort_key ) - logger.info( + logger.debug( f"Completed steps to process for run [{run.id}] agent `{self.name}` and thread `{thread_id}` " f"with length `{len(completed_steps_to_process)}`" ) @@ -800,7 +800,7 @@ def sort_key(step: RunStep): message_count = 0 for completed_step in completed_steps_to_process: if completed_step.type == "tool_calls": - logger.info( + logger.debug( f"Entering step type tool_calls for run [{run.id}], agent `{self.name}` and " f"thread `{thread_id}`" ) @@ -809,7 +809,7 @@ def sort_key(step: RunStep): is_visible = False content: "ChatMessageContent | None" = None if tool_call.type == "code_interpreter": - logger.info( + logger.debug( f"Entering step type tool_calls for run [{run.id}], [code_interpreter] for " f"agent `{self.name}` and thread `{thread_id}`" ) @@ -819,7 +819,7 @@ def sort_key(step: RunStep): ) is_visible = True elif tool_call.type == "function": - logger.info( + logger.debug( f"Entering step type tool_calls for run [{run.id}], [function] for agent `{self.name}` " f"and thread `{thread_id}`" ) @@ -831,13 +831,13 @@ def sort_key(step: RunStep): if content: message_count += 1 - logger.info( + logger.debug( f"Yielding tool_message for run [{run.id}], agent `{self.name}` and thread " f"`{thread_id}` and message count `{message_count}`, is_visible `{is_visible}`" ) yield is_visible, content elif completed_step.type == "message_creation": - logger.info( + logger.debug( f"Entering step type message_creation for run [{run.id}], agent `{self.name}` and " f"thread `{thread_id}`" ) @@ -849,7 +849,7 @@ def sort_key(step: RunStep): content = generate_message_content(self.name, message) if content and len(content.items) > 0: message_count += 1 - logger.info( + logger.debug( f"Yielding message_creation for run [{run.id}], agent `{self.name}` and " f"thread `{thread_id}` and message count `{message_count}`, is_visible `{True}`" ) From ca136459739564d4542cc034aa0b8f189ecd5bab Mon Sep 17 00:00:00 2001 From: Evan Mattson Date: Mon, 20 Jan 2025 12:06:57 +0900 Subject: [PATCH 6/6] Rev uv pre-comit to 0.5.21 --- python/.pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/.pre-commit-config.yaml b/python/.pre-commit-config.yaml index 0f72ca9616fc..cd935fb59473 100644 --- a/python/.pre-commit-config.yaml +++ b/python/.pre-commit-config.yaml @@ -39,7 +39,7 @@ repos: - id: ruff-format - repo: https://github.com/astral-sh/uv-pre-commit # uv version. - rev: 0.5.2 + rev: 0.5.21 hooks: # Update the uv lockfile - id: uv-lock