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7db6c4ab4e
* WIP: Checkpoint refactor: encode/decode, checkpoint format, etc * WIP: Remove workflow ID in checkpoints * Refactor checkpointing * Add get_latest tests * Increase test coverage * Fix formatting * Fix unit tests * Fix samples * fix unit tests * fix pipeline * Copilot comments * Fix tests * Fix more tests * Address comments part 1 * Address comments part 2 * Comments
337 lines
13 KiB
Python
337 lines
13 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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from typing import Any, cast
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import pytest
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from agent_framework import (
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AgentExecutorRequest,
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AgentExecutorResponse,
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AgentResponse,
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Executor,
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Message,
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WorkflowContext,
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WorkflowRunState,
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handler,
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)
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from agent_framework._workflows._checkpoint import InMemoryCheckpointStorage
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from agent_framework.orchestrations import ConcurrentBuilder
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from typing_extensions import Never
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class _FakeAgentExec(Executor):
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"""Test executor that mimics an agent by emitting an AgentExecutorResponse.
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It takes the incoming AgentExecutorRequest, produces a single assistant message
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with the configured reply text, and sends an AgentExecutorResponse that includes
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full_conversation (the original user prompt followed by the assistant message).
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"""
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def __init__(self, id: str, reply_text: str) -> None:
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super().__init__(id)
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self._reply_text = reply_text
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@handler
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async def run(self, request: AgentExecutorRequest, ctx: WorkflowContext[AgentExecutorResponse]) -> None:
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response = AgentResponse(messages=Message(role="assistant", text=self._reply_text))
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full_conversation = list(request.messages) + list(response.messages)
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await ctx.send_message(AgentExecutorResponse(self.id, response, full_conversation=full_conversation))
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def test_concurrent_builder_rejects_empty_participants() -> None:
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with pytest.raises(ValueError):
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ConcurrentBuilder(participants=[])
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def test_concurrent_builder_rejects_duplicate_executors() -> None:
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a = _FakeAgentExec("dup", "A")
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b = _FakeAgentExec("dup", "B") # same executor id
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with pytest.raises(ValueError):
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ConcurrentBuilder(participants=[a, b])
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async def test_concurrent_default_aggregator_emits_single_user_and_assistants() -> None:
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# Three synthetic agent executors
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e1 = _FakeAgentExec("agentA", "Alpha")
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e2 = _FakeAgentExec("agentB", "Beta")
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e3 = _FakeAgentExec("agentC", "Gamma")
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wf = ConcurrentBuilder(participants=[e1, e2, e3]).build()
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completed = False
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output: list[Message] | None = None
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async for ev in wf.run("prompt: hello world", stream=True):
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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completed = True
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elif ev.type == "output":
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output = cast(list[Message], ev.data)
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if completed and output is not None:
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break
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assert completed
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assert output is not None
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messages: list[Message] = output
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# Expect one user message + one assistant message per participant
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assert len(messages) == 1 + 3
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assert messages[0].role == "user"
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assert "hello world" in messages[0].text
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assistant_texts = {m.text for m in messages[1:]}
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assert assistant_texts == {"Alpha", "Beta", "Gamma"}
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assert all(m.role == "assistant" for m in messages[1:])
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async def test_concurrent_custom_aggregator_callback_is_used() -> None:
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# Two synthetic agent executors for brevity
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e1 = _FakeAgentExec("agentA", "One")
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e2 = _FakeAgentExec("agentB", "Two")
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async def summarize(results: list[AgentExecutorResponse]) -> str:
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texts: list[str] = []
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for r in results:
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msgs: list[Message] = r.agent_response.messages
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texts.append(msgs[-1].text if msgs else "")
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return " | ".join(sorted(texts))
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wf = ConcurrentBuilder(participants=[e1, e2]).with_aggregator(summarize).build()
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completed = False
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output: str | None = None
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async for ev in wf.run("prompt: custom", stream=True):
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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completed = True
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elif ev.type == "output":
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output = cast(str, ev.data)
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if completed and output is not None:
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break
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assert completed
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assert output is not None
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# Custom aggregator returns a string payload
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assert isinstance(output, str)
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assert output == "One | Two"
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async def test_concurrent_custom_aggregator_sync_callback_is_used() -> None:
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e1 = _FakeAgentExec("agentA", "One")
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e2 = _FakeAgentExec("agentB", "Two")
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# Sync callback with ctx parameter (should run via asyncio.to_thread)
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def summarize_sync(results: list[AgentExecutorResponse], _ctx: WorkflowContext[Any]) -> str: # type: ignore[unused-argument]
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texts: list[str] = []
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for r in results:
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msgs: list[Message] = r.agent_response.messages
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texts.append(msgs[-1].text if msgs else "")
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return " | ".join(sorted(texts))
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wf = ConcurrentBuilder(participants=[e1, e2]).with_aggregator(summarize_sync).build()
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completed = False
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output: str | None = None
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async for ev in wf.run("prompt: custom sync", stream=True):
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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completed = True
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elif ev.type == "output":
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output = cast(str, ev.data)
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if completed and output is not None:
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break
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assert completed
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assert output is not None
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assert isinstance(output, str)
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assert output == "One | Two"
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def test_concurrent_custom_aggregator_uses_callback_name_for_id() -> None:
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e1 = _FakeAgentExec("agentA", "One")
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e2 = _FakeAgentExec("agentB", "Two")
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def summarize(results: list[AgentExecutorResponse]) -> str: # type: ignore[override]
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return str(len(results))
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wf = ConcurrentBuilder(participants=[e1, e2]).with_aggregator(summarize).build()
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assert "summarize" in wf.executors
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aggregator = wf.executors["summarize"]
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assert aggregator.id == "summarize"
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async def test_concurrent_with_aggregator_executor_instance() -> None:
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"""Test with_aggregator using an Executor instance (not factory)."""
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class CustomAggregator(Executor):
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@handler
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async def aggregate(self, results: list[AgentExecutorResponse], ctx: WorkflowContext[Never, str]) -> None:
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texts: list[str] = []
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for r in results:
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msgs: list[Message] = r.agent_response.messages
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texts.append(msgs[-1].text if msgs else "")
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await ctx.yield_output(" & ".join(sorted(texts)))
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e1 = _FakeAgentExec("agentA", "One")
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e2 = _FakeAgentExec("agentB", "Two")
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aggregator_instance = CustomAggregator(id="instance_aggregator")
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wf = ConcurrentBuilder(participants=[e1, e2]).with_aggregator(aggregator_instance).build()
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completed = False
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output: str | None = None
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async for ev in wf.run("prompt: instance test", stream=True):
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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completed = True
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elif ev.type == "output":
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output = cast(str, ev.data)
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if completed and output is not None:
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break
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assert completed
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assert output is not None
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assert isinstance(output, str)
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assert output == "One & Two"
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def test_concurrent_builder_rejects_multiple_calls_to_with_aggregator() -> None:
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"""Test that multiple calls to .with_aggregator() raises an error."""
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def summarize(results: list[AgentExecutorResponse]) -> str: # type: ignore[override]
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return str(len(results))
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with pytest.raises(ValueError, match=r"with_aggregator\(\) has already been called"):
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(
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ConcurrentBuilder(participants=[_FakeAgentExec("a", "A")])
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.with_aggregator(summarize)
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.with_aggregator(summarize)
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)
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async def test_concurrent_checkpoint_resume_round_trip() -> None:
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storage = InMemoryCheckpointStorage()
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participants = (
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_FakeAgentExec("agentA", "Alpha"),
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_FakeAgentExec("agentB", "Beta"),
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_FakeAgentExec("agentC", "Gamma"),
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)
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wf = ConcurrentBuilder(participants=list(participants), checkpoint_storage=storage).build()
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baseline_output: list[Message] | None = None
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async for ev in wf.run("checkpoint concurrent", stream=True):
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if ev.type == "output":
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baseline_output = ev.data # type: ignore[assignment]
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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break
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assert baseline_output is not None
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checkpoints = await storage.list_checkpoints(workflow_name=wf.name)
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assert checkpoints
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checkpoints.sort(key=lambda cp: cp.timestamp)
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resume_checkpoint = checkpoints[1]
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resumed_participants = (
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_FakeAgentExec("agentA", "Alpha"),
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_FakeAgentExec("agentB", "Beta"),
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_FakeAgentExec("agentC", "Gamma"),
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)
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wf_resume = ConcurrentBuilder(participants=list(resumed_participants), checkpoint_storage=storage).build()
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resumed_output: list[Message] | None = None
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async for ev in wf_resume.run(checkpoint_id=resume_checkpoint.checkpoint_id, stream=True):
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if ev.type == "output":
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resumed_output = ev.data # type: ignore[assignment]
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if ev.type == "status" and ev.state in (
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WorkflowRunState.IDLE,
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WorkflowRunState.IDLE_WITH_PENDING_REQUESTS,
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):
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break
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assert resumed_output is not None
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assert [m.role for m in resumed_output] == [m.role for m in baseline_output]
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assert [m.text for m in resumed_output] == [m.text for m in baseline_output]
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async def test_concurrent_checkpoint_runtime_only() -> None:
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"""Test checkpointing configured ONLY at runtime, not at build time."""
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storage = InMemoryCheckpointStorage()
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agents = [_FakeAgentExec(id="agent1", reply_text="A1"), _FakeAgentExec(id="agent2", reply_text="A2")]
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wf = ConcurrentBuilder(participants=agents).build()
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baseline_output: list[Message] | None = None
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async for ev in wf.run("runtime checkpoint test", checkpoint_storage=storage, stream=True):
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if ev.type == "output":
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baseline_output = ev.data # type: ignore[assignment]
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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break
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assert baseline_output is not None
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checkpoints = await storage.list_checkpoints(workflow_name=wf.name)
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assert len(checkpoints) >= 2, (
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"Expected at least 2 checkpoints. The first one is after the start executor, "
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"and the second one is after the first round of agent executions."
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)
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checkpoints.sort(key=lambda cp: cp.timestamp)
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resume_checkpoint = checkpoints[1]
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resumed_agents = [_FakeAgentExec(id="agent1", reply_text="A1"), _FakeAgentExec(id="agent2", reply_text="A2")]
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wf_resume = ConcurrentBuilder(participants=resumed_agents).build()
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resumed_output: list[Message] | None = None
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async for ev in wf_resume.run(
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checkpoint_id=resume_checkpoint.checkpoint_id, checkpoint_storage=storage, stream=True
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):
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if ev.type == "output":
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resumed_output = ev.data # type: ignore[assignment]
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if ev.type == "status" and ev.state in (
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WorkflowRunState.IDLE,
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WorkflowRunState.IDLE_WITH_PENDING_REQUESTS,
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):
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break
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assert resumed_output is not None
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assert [m.role for m in resumed_output] == [m.role for m in baseline_output]
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async def test_concurrent_checkpoint_runtime_overrides_buildtime() -> None:
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"""Test that runtime checkpoint storage overrides build-time configuration."""
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import tempfile
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with tempfile.TemporaryDirectory() as temp_dir1, tempfile.TemporaryDirectory() as temp_dir2:
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from agent_framework._workflows._checkpoint import FileCheckpointStorage
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buildtime_storage = FileCheckpointStorage(temp_dir1)
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runtime_storage = FileCheckpointStorage(temp_dir2)
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agents = [_FakeAgentExec(id="agent1", reply_text="A1"), _FakeAgentExec(id="agent2", reply_text="A2")]
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wf = ConcurrentBuilder(participants=agents, checkpoint_storage=buildtime_storage).build()
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baseline_output: list[Message] | None = None
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async for ev in wf.run("override test", checkpoint_storage=runtime_storage, stream=True):
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if ev.type == "output":
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baseline_output = ev.data # type: ignore[assignment]
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if ev.type == "status" and ev.state == WorkflowRunState.IDLE:
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break
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assert baseline_output is not None
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buildtime_checkpoints = await buildtime_storage.list_checkpoints(workflow_name=wf.name)
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runtime_checkpoints = await runtime_storage.list_checkpoints(workflow_name=wf.name)
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assert len(runtime_checkpoints) > 0, "Runtime storage should have checkpoints"
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assert len(buildtime_checkpoints) == 0, "Build-time storage should have no checkpoints when overridden"
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async def test_concurrent_builder_reusable_after_build_with_participants() -> None:
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"""Test that the builder can be reused to build multiple identical workflows with participants()."""
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e1 = _FakeAgentExec("agentA", "One")
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e2 = _FakeAgentExec("agentB", "Two")
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builder = ConcurrentBuilder(participants=[e1, e2])
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builder.build()
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assert builder._participants[0] is e1 # type: ignore
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assert builder._participants[1] is e2 # type: ignore
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