chore: import upstream snapshot with attribution
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# Copyright (c) Microsoft. All rights reserved.
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"""Tests for Trainer.dev requirements."""
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from __future__ import annotations
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from typing import Any
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import pytest
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from agentlightning.algorithm import Algorithm, Baseline
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from agentlightning.execution.base import ExecutionStrategy
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from agentlightning.litagent import LitAgent
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from agentlightning.trainer import Trainer
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class DummyStrategy(ExecutionStrategy):
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"""Execution strategy that only records invocation."""
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def __init__(self) -> None:
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self.called = False
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def execute(self, algorithm_bundle, runner_bundle, store) -> None: # type: ignore[override]
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self.called = True
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class DummyAgent(LitAgent[Any]):
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"""Minimal agent for exercising Trainer.dev."""
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class SlowAlgorithm(Algorithm):
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"""Algorithm that does not qualify as FastAlgorithm."""
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def run(self, train_dataset=None, val_dataset=None): # type: ignore[override]
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return None
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def test_dev_requires_fast_algorithm() -> None:
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trainer = Trainer(strategy=DummyStrategy(), algorithm=SlowAlgorithm())
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agent = DummyAgent()
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with pytest.raises(TypeError):
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trainer.dev(agent)
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def test_dev_allows_fast_algorithm() -> None:
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strategy = DummyStrategy()
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trainer = Trainer(strategy=strategy, algorithm=Baseline())
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agent = DummyAgent()
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trainer.dev(agent)
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assert strategy.called is True
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