Files
agent-framework/python/packages/workflow/tests/test_sequential.py
T
Evan Mattson 5c0b037e2c Python: Add Sequential orchestration builder support. Samples. Tests. (#703)
* Add support for the Sequential Builder. Add samples. Add tests

* AgentExecutor: always compute full convo during response

* Upgrade azure-ai-agents ToolOutput to FunctionToolOutput

* Explicit notes around allows types for custom agent executors
2025-09-16 01:52:34 +00:00

107 lines
3.7 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
from collections.abc import AsyncIterable
from typing import Any
import pytest
from agent_framework import (
AgentRunResponse,
AgentRunResponseUpdate,
AgentThread,
BaseAgent,
ChatMessage,
Role,
TextContent,
)
from agent_framework_workflow import (
Executor,
SequentialBuilder,
WorkflowCompletedEvent,
WorkflowContext,
handler,
)
class _EchoAgent(BaseAgent):
"""Simple agent that appends a single assistant message with its name."""
async def run( # type: ignore[override]
self,
messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
*,
thread: AgentThread | None = None,
**kwargs: Any,
) -> AgentRunResponse:
return AgentRunResponse(messages=[ChatMessage(role=Role.ASSISTANT, text=f"{self.display_name} reply")])
async def run_stream( # type: ignore[override]
self,
messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
*,
thread: AgentThread | None = None,
**kwargs: Any,
) -> AsyncIterable[AgentRunResponseUpdate]:
# Minimal async generator with one assistant update
yield AgentRunResponseUpdate(contents=[TextContent(text=f"{self.display_name} reply")])
class _SummarizerExec(Executor):
"""Custom executor that summarizes by appending a short assistant message."""
@handler
async def summarize(self, conversation: list[ChatMessage], ctx: WorkflowContext[list[ChatMessage]]) -> None:
user_texts = [m.text for m in conversation if m.role == Role.USER]
agents = [m.author_name or m.role for m in conversation if m.role == Role.ASSISTANT]
summary = ChatMessage(role=Role.ASSISTANT, text=f"Summary of users:{len(user_texts)} agents:{len(agents)}")
await ctx.send_message(list(conversation) + [summary])
def test_sequential_builder_rejects_empty_participants() -> None:
with pytest.raises(ValueError):
SequentialBuilder().participants([])
async def test_sequential_agents_append_to_context() -> None:
a1 = _EchoAgent(id="agent1", name="A1")
a2 = _EchoAgent(id="agent2", name="A2")
wf = SequentialBuilder().participants([a1, a2]).build()
completed: WorkflowCompletedEvent | None = None
async for ev in wf.run_stream("hello sequential"):
if isinstance(ev, WorkflowCompletedEvent):
completed = ev
break
assert completed is not None
assert isinstance(completed.data, list)
msgs: list[ChatMessage] = completed.data # type: ignore[assignment]
assert len(msgs) == 3
assert msgs[0].role == Role.USER and "hello sequential" in msgs[0].text
assert msgs[1].role == Role.ASSISTANT and (msgs[1].author_name == "A1" or True)
assert msgs[2].role == Role.ASSISTANT and (msgs[2].author_name == "A2" or True)
assert "A1 reply" in msgs[1].text
assert "A2 reply" in msgs[2].text
async def test_sequential_with_custom_executor_summary() -> None:
a1 = _EchoAgent(id="agent1", name="A1")
summarizer = _SummarizerExec(id="summarizer")
wf = SequentialBuilder().participants([a1, summarizer]).build()
completed: WorkflowCompletedEvent | None = None
async for ev in wf.run_stream("topic X"):
if isinstance(ev, WorkflowCompletedEvent):
completed = ev
break
assert completed is not None
msgs: list[ChatMessage] = completed.data # type: ignore[assignment]
# Expect: [user, A1 reply, summary]
assert len(msgs) == 3
assert msgs[0].role == Role.USER
assert msgs[1].role == Role.ASSISTANT and "A1 reply" in msgs[1].text
assert msgs[2].role == Role.ASSISTANT and msgs[2].text.startswith("Summary of users:")