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| 1 | +"""Deterministic Mock Tests for ModelOutputThunk.astream() incremental return behavior. |
| 2 | +
|
| 3 | +Tests that astream() returns only new content added since the beginning of |
| 4 | +each astream() call, not the entire accumulated value. Uses manual queue |
| 5 | +injection to bypass LLM calls and network operations, guaranteeing determinism. |
| 6 | +""" |
| 7 | + |
| 8 | +import asyncio |
| 9 | +from typing import Any |
| 10 | + |
| 11 | +import pytest |
| 12 | + |
| 13 | +from mellea.core.base import CBlock, GenerateType, ModelOutputThunk |
| 14 | + |
| 15 | + |
| 16 | +async def mock_process(mot: ModelOutputThunk, chunk: Any) -> None: |
| 17 | + """Mock process function that simply appends the chunk to the underlying value.""" |
| 18 | + if mot._underlying_value is None: |
| 19 | + mot._underlying_value = "" |
| 20 | + if chunk is not None: |
| 21 | + mot._underlying_value += chunk |
| 22 | + |
| 23 | + |
| 24 | +async def mock_post_process(mot: ModelOutputThunk) -> None: |
| 25 | + """Mock post-process function (does nothing).""" |
| 26 | + |
| 27 | + |
| 28 | +def create_manual_mock_thunk() -> ModelOutputThunk: |
| 29 | + """Helper to create a mock ModelOutputThunk where we manually populate the queue.""" |
| 30 | + mot = ModelOutputThunk(value=None) |
| 31 | + mot._action = CBlock("mock_action") |
| 32 | + mot._generate_type = GenerateType.ASYNC |
| 33 | + mot._process = mock_process |
| 34 | + mot._post_process = mock_post_process |
| 35 | + mot._chunk_size = 0 # Read exactly what is available |
| 36 | + return mot |
| 37 | + |
| 38 | + |
| 39 | +@pytest.mark.asyncio |
| 40 | +async def test_astream_returns_incremental_chunks(): |
| 41 | + """Test that astream() returns only new content, not accumulated content.""" |
| 42 | + mot = create_manual_mock_thunk() |
| 43 | + |
| 44 | + # Drop the first chunk and pull it |
| 45 | + mot._async_queue.put_nowait("chunk1 ") |
| 46 | + chunk1 = await mot.astream() |
| 47 | + assert chunk1 == "chunk1 " |
| 48 | + |
| 49 | + # Drop the second chunk and pull it |
| 50 | + mot._async_queue.put_nowait("chunk2 ") |
| 51 | + chunk2 = await mot.astream() |
| 52 | + assert chunk2 == "chunk2 " |
| 53 | + |
| 54 | + # Drop the third chunk and pull it |
| 55 | + mot._async_queue.put_nowait("chunk3 ") |
| 56 | + chunk3 = await mot.astream() |
| 57 | + assert chunk3 == "chunk3 " |
| 58 | + |
| 59 | + # Send completion sentinel |
| 60 | + mot._async_queue.put_nowait(None) |
| 61 | + |
| 62 | + # Wait until fully consumed |
| 63 | + while not mot.is_computed(): |
| 64 | + await mot.astream() |
| 65 | + |
| 66 | + final_val = await mot.avalue() |
| 67 | + assert final_val == "chunk1 chunk2 chunk3 " |
| 68 | + |
| 69 | + |
| 70 | +@pytest.mark.asyncio |
| 71 | +async def test_astream_multiple_calls_accumulate_correctly(): |
| 72 | + """Test that multiple astream() calls accumulate to the final value.""" |
| 73 | + # Simulating a scenario where queue chunks outpace the reading loop |
| 74 | + mot = create_manual_mock_thunk() |
| 75 | + |
| 76 | + # Drop multiple items at once to simulate fast network |
| 77 | + mot._async_queue.put_nowait("c") |
| 78 | + mot._async_queue.put_nowait("h") |
| 79 | + mot._async_queue.put_nowait("u") |
| 80 | + |
| 81 | + # Calling astream should drain all currently queued items ("chu") |
| 82 | + chunk1 = await mot.astream() |
| 83 | + assert chunk1 == "chu" |
| 84 | + |
| 85 | + mot._async_queue.put_nowait("n") |
| 86 | + mot._async_queue.put_nowait("k") |
| 87 | + mot._async_queue.put_nowait(None) |
| 88 | + |
| 89 | + chunk2 = await mot.astream() |
| 90 | + assert chunk2 == "chunk" |
| 91 | + |
| 92 | + final_val = await mot.avalue() |
| 93 | + |
| 94 | + assert mot.is_computed() |
| 95 | + assert final_val == "chunk" |
| 96 | + |
| 97 | + |
| 98 | +@pytest.mark.asyncio |
| 99 | +async def test_astream_beginning_length_tracking(): |
| 100 | + """Test that beginning_length is correctly tracked across astream calls.""" |
| 101 | + mot = create_manual_mock_thunk() |
| 102 | + |
| 103 | + mot._async_queue.put_nowait("AAA") |
| 104 | + chunk1 = await mot.astream() |
| 105 | + assert chunk1 == "AAA" |
| 106 | + |
| 107 | + mot._async_queue.put_nowait("BBB") |
| 108 | + chunk2 = await mot.astream() |
| 109 | + # verify incremental length tracking works |
| 110 | + assert not chunk2.startswith(chunk1) |
| 111 | + assert chunk2 == "BBB" |
| 112 | + |
| 113 | + |
| 114 | +@pytest.mark.asyncio |
| 115 | +async def test_astream_empty_beginning(): |
| 116 | + """Test astream when _underlying_value starts as None.""" |
| 117 | + mot = create_manual_mock_thunk() |
| 118 | + |
| 119 | + mot._async_queue.put_nowait("First") |
| 120 | + # At the start, _underlying_value is None, beginning_length is 0 |
| 121 | + chunk = await mot.astream() |
| 122 | + |
| 123 | + # Because beginning length was 0, astream returns the full chunk |
| 124 | + assert chunk == "First" |
| 125 | + assert mot._underlying_value == "First" |
| 126 | + |
| 127 | + |
| 128 | +@pytest.mark.asyncio |
| 129 | +async def test_astream_computed_returns_full_value(): |
| 130 | + """Test that astream returns full value when already computed.""" |
| 131 | + # Precomputed thunk skips queue checking completely |
| 132 | + mot = ModelOutputThunk(value="Hello, world!") |
| 133 | + |
| 134 | + # For a precomputed thunk, astream directly returns value |
| 135 | + result = await mot.astream() |
| 136 | + assert result == "Hello, world!" |
| 137 | + |
| 138 | + |
| 139 | +@pytest.mark.asyncio |
| 140 | +async def test_astream_final_call_returns_full_value(): |
| 141 | + """Test that the final astream call returns the full value when computed.""" |
| 142 | + mot = create_manual_mock_thunk() |
| 143 | + |
| 144 | + mot._async_queue.put_nowait("part1") |
| 145 | + chunk1 = await mot.astream() |
| 146 | + assert chunk1 == "part1" |
| 147 | + |
| 148 | + mot._async_queue.put_nowait("part2") |
| 149 | + chunk2 = await mot.astream() |
| 150 | + assert chunk2 == "part2" |
| 151 | + |
| 152 | + mot._async_queue.put_nowait("part3") |
| 153 | + mot._async_queue.put_nowait(None) |
| 154 | + |
| 155 | + # Calling astream here processes "part3" and `None`, flagging it as done |
| 156 | + chunk3 = await mot.astream() |
| 157 | + |
| 158 | + final_val = await mot.avalue() |
| 159 | + |
| 160 | + # The last chunk received by an `astream` call that resolves the thunk |
| 161 | + # is actually designed in Mellea base.py (line 368) to return the FULL value, |
| 162 | + # bypassing incremental boundaries. This test verifies that somewhat awkward Mellea idiom. |
| 163 | + assert chunk3 == "part1part2part3" |
| 164 | + assert chunk3 == final_val |
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