import asyncio from typing import Dict, Tuple import pytest from great_ai import GreatAI def test_nested_tuple_inputs_can_be_cached(isolated_context: None) -> None: calls = 0 @GreatAI.create def predict(value: Tuple[Dict[str, int]]) -> int: nonlocal calls calls += 1 return value[0]["x"] assert predict(({"x": 7},)).output == 7 assert predict(({"x": 7},)).output == 7 assert calls == 1 @pytest.mark.asyncio @pytest.mark.parametrize("cancelled", [False, True]) async def test_async_predictions_retry_after_failure( isolated_context: None, cancelled: bool ) -> None: calls = 0 @GreatAI.create async def predict(value: int) -> int: nonlocal calls calls += 1 if calls == 1: if cancelled: raise asyncio.CancelledError() raise ValueError("temporary failure") return value with pytest.raises(asyncio.CancelledError if cancelled else ValueError): await predict(7) assert (await predict(7)).output == 7 assert (await predict(7)).output == 7 assert calls == 2