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Browse files- tests/test_llm_interface.py +208 -0
tests/test_llm_interface.py
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| 1 |
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import pytest
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| 2 |
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from unittest.mock import AsyncMock, MagicMock
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| 3 |
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from ankigen.llm_interface import OpenAIClientManager, OpenAIRateLimiter
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| 4 |
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from openai import OpenAIError
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| 5 |
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| 6 |
+
# --- OpenAIClientManager Tests ---
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| 7 |
+
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| 8 |
+
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| 9 |
+
@pytest.mark.anyio
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| 10 |
+
async def test_initialize_client_valid_key(mocker):
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| 11 |
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manager = OpenAIClientManager()
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| 12 |
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# Mock AsyncOpenAI class
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| 13 |
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mock_openai_class = mocker.patch("ankigen.llm_interface.AsyncOpenAI", autospec=True)
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| 14 |
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| 15 |
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await manager.initialize_client("sk-valid-key")
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| 16 |
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| 17 |
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assert manager._api_key == "sk-valid-key"
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| 18 |
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assert manager._client is not None
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| 19 |
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mock_openai_class.assert_called_once_with(api_key="sk-valid-key")
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| 20 |
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| 21 |
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| 22 |
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@pytest.mark.anyio
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async def test_initialize_client_invalid_key():
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manager = OpenAIClientManager()
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# Key not starting with sk-
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with pytest.raises(ValueError, match="Invalid OpenAI API key format."):
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await manager.initialize_client("invalid-key")
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| 28 |
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assert manager._client is None
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| 29 |
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| 30 |
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@pytest.mark.anyio
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async def test_initialize_client_empty_key():
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manager = OpenAIClientManager()
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with pytest.raises(ValueError, match="Invalid OpenAI API key format."):
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await manager.initialize_client("")
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| 36 |
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assert manager._client is None
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| 37 |
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| 38 |
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@pytest.mark.anyio
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async def test_initialize_client_openai_error(mocker):
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manager = OpenAIClientManager()
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mocker.patch(
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"ankigen.llm_interface.AsyncOpenAI", side_effect=OpenAIError("API Error")
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| 44 |
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)
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| 45 |
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| 46 |
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with pytest.raises(OpenAIError):
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| 47 |
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await manager.initialize_client("sk-error")
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| 48 |
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| 49 |
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assert manager._client is None
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| 50 |
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| 51 |
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| 52 |
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@pytest.mark.anyio
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async def test_initialize_client_unexpected_error(mocker):
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manager = OpenAIClientManager()
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| 55 |
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mocker.patch(
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"ankigen.llm_interface.AsyncOpenAI", side_effect=Exception("Unexpected")
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| 57 |
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)
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| 58 |
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| 59 |
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with pytest.raises(
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| 60 |
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RuntimeError, match="Unexpected error initializing AsyncOpenAI client."
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| 61 |
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):
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| 62 |
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await manager.initialize_client("sk-unexpected")
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| 63 |
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| 64 |
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assert manager._client is None
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| 65 |
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| 66 |
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| 67 |
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def test_get_client_not_initialized():
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| 68 |
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manager = OpenAIClientManager()
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| 69 |
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with pytest.raises(RuntimeError, match="AsyncOpenAI client is not initialized"):
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manager.get_client()
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| 71 |
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| 72 |
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| 73 |
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@pytest.mark.anyio
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async def test_get_client_initialized(mocker):
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| 75 |
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manager = OpenAIClientManager()
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| 76 |
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mocker.patch("ankigen.llm_interface.AsyncOpenAI")
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| 77 |
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await manager.initialize_client("sk-valid")
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| 78 |
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| 79 |
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client = manager.get_client()
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| 80 |
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assert client is not None
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| 81 |
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| 82 |
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| 83 |
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def test_context_manager_sync(mocker):
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| 84 |
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manager = OpenAIClientManager()
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| 85 |
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mock_close = mocker.patch.object(manager, "close")
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| 86 |
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| 87 |
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with manager as m:
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| 88 |
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assert m is manager
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| 89 |
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| 90 |
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mock_close.assert_called_once()
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| 91 |
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| 92 |
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| 93 |
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@pytest.mark.anyio
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| 94 |
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async def test_context_manager_async(mocker):
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| 95 |
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manager = OpenAIClientManager()
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| 96 |
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mock_aclose = mocker.patch.object(manager, "aclose", new_callable=AsyncMock)
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| 97 |
+
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| 98 |
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async with manager as m:
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| 99 |
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assert m is manager
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| 100 |
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| 101 |
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mock_aclose.assert_called_once()
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| 102 |
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| 103 |
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| 104 |
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def test_close_method(mocker):
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| 105 |
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manager = OpenAIClientManager()
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mock_client = MagicMock()
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| 107 |
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# Ensure it has 'close' method
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mock_client.close = MagicMock()
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manager._client = mock_client
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| 110 |
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| 111 |
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manager.close()
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| 112 |
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| 113 |
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mock_client.close.assert_called_once()
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| 114 |
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assert manager._client is None
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| 115 |
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| 116 |
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| 117 |
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@pytest.mark.anyio
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| 118 |
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async def test_aclose_method(mocker):
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| 119 |
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manager = OpenAIClientManager()
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| 120 |
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mock_client = AsyncMock()
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| 121 |
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# Ensure it has 'aclose' method
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| 122 |
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mock_client.aclose = AsyncMock()
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| 123 |
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manager._client = mock_client
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| 124 |
+
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| 125 |
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await manager.aclose()
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| 126 |
+
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| 127 |
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mock_client.aclose.assert_called_once()
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| 128 |
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assert manager._client is None
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| 129 |
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| 130 |
+
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| 131 |
+
@pytest.mark.anyio
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| 132 |
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async def test_aclose_method_fallback_to_sync(mocker):
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| 133 |
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manager = OpenAIClientManager()
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| 134 |
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# Create a client mock that only exposes 'close', so 'aclose' is truly absent
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| 135 |
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mock_client = MagicMock(spec_set=["close"])
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| 136 |
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mock_client.close = MagicMock()
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| 137 |
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manager._client = mock_client
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| 138 |
+
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| 139 |
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await manager.aclose()
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| 140 |
+
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| 141 |
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mock_client.close.assert_called_once()
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| 142 |
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assert manager._client is None
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| 143 |
+
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| 144 |
+
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| 145 |
+
# --- OpenAIRateLimiter Tests ---
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| 146 |
+
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| 147 |
+
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| 148 |
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@pytest.mark.anyio
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| 149 |
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async def test_rate_limiter_within_limits():
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| 150 |
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limiter = OpenAIRateLimiter(tokens_per_minute=100)
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| 151 |
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# Should not wait
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| 152 |
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await limiter.wait_if_needed(50)
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| 153 |
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assert limiter.tokens_used_current_window == 50
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| 154 |
+
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| 155 |
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await limiter.wait_if_needed(40)
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| 156 |
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assert limiter.tokens_used_current_window == 90
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| 157 |
+
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| 158 |
+
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| 159 |
+
@pytest.mark.anyio
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| 160 |
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async def test_rate_limiter_window_reset(mocker):
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| 161 |
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# Mock monotonic to simulate time passing
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| 162 |
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mock_monotonic = mocker.patch("time.monotonic")
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| 163 |
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mock_monotonic.return_value = 0.0
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| 164 |
+
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| 165 |
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limiter = OpenAIRateLimiter(tokens_per_minute=100)
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| 166 |
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await limiter.wait_if_needed(80)
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| 167 |
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assert limiter.tokens_used_current_window == 80
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| 168 |
+
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| 169 |
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# Advance time by 61 seconds
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| 170 |
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mock_monotonic.return_value = 61.0
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| 171 |
+
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| 172 |
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await limiter.wait_if_needed(10)
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| 173 |
+
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| 174 |
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# Should have reset
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| 175 |
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assert limiter.tokens_used_current_window == 10
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| 176 |
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assert limiter.current_window_start_time == 61.0
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| 177 |
+
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| 178 |
+
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| 179 |
+
@pytest.mark.anyio
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| 180 |
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async def test_rate_limiter_wait_needed(mocker):
|
| 181 |
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mock_sleep = mocker.patch("asyncio.sleep", new_callable=AsyncMock)
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| 182 |
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mock_monotonic = mocker.patch("time.monotonic")
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| 183 |
+
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| 184 |
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# Start at time 0
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| 185 |
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mock_monotonic.return_value = 0.0
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| 186 |
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limiter = OpenAIRateLimiter(tokens_per_minute=100)
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| 187 |
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| 188 |
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# Use 90 tokens
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| 189 |
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await limiter.wait_if_needed(90)
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| 190 |
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assert limiter.tokens_used_current_window == 90
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| 191 |
+
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| 192 |
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# Next token request of 20 would exceed 100 (90 + 20 = 110)
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| 193 |
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# Current time is 0.0. window_start is 0.0.
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| 194 |
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# time_to_wait = (0.0 + 60.0) - 0.0 = 60.0
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| 195 |
+
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| 196 |
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# Instead of side_effect list, we use a more robust approach
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| 197 |
+
# asyncio loop also calls time.monotonic(), so return_value is safer
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| 198 |
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# we update it when sleep is called.
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| 199 |
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async def side_effect_sleep(delay):
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| 200 |
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mock_monotonic.return_value = 60.0 # Fast forward time
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| 201 |
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| 202 |
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mock_sleep.side_effect = side_effect_sleep
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| 203 |
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| 204 |
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await limiter.wait_if_needed(20)
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| 205 |
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| 206 |
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mock_sleep.assert_called_once_with(60.0)
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| 207 |
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assert limiter.tokens_used_current_window == 20
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| 208 |
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assert limiter.current_window_start_time == 60.0
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