|
| 1 | +# SPDX-FileCopyrightText: 2026 ModelCloud.ai |
| 2 | +# SPDX-FileCopyrightText: 2026 qubitium@modelcloud.ai |
| 3 | +# SPDX-License-Identifier: Apache-2.0 |
| 4 | +# Contact: qubitium@modelcloud.ai, x.com/qubitium |
| 5 | + |
| 6 | +import gc |
| 7 | +import weakref |
| 8 | + |
| 9 | +import pytest |
| 10 | +import torch |
| 11 | + |
| 12 | +from defuser.modeling.fused_moe.replace_modules import ( |
| 13 | + ModuleReplacementTracker, |
| 14 | + ReplacementModuleBase, |
| 15 | + release_original_module_, |
| 16 | +) |
| 17 | + |
| 18 | + |
| 19 | +class DummyOriginalForTrackerTests(torch.nn.Module): |
| 20 | + def __init__(self): |
| 21 | + super().__init__() |
| 22 | + self.linear = torch.nn.Linear(4, 4) |
| 23 | + |
| 24 | + |
| 25 | +class DummyReplacementForTrackerTests(ReplacementModuleBase): |
| 26 | + @classmethod |
| 27 | + def original_module_class(cls) -> str: |
| 28 | + return "DummyOriginalForTrackerTests" |
| 29 | + |
| 30 | + @classmethod |
| 31 | + def from_original(cls, original: torch.nn.Module, config) -> "DummyReplacementForTrackerTests": |
| 32 | + return cls(original) |
| 33 | + |
| 34 | + def _materialize_weights(self) -> None: |
| 35 | + pass |
| 36 | + |
| 37 | + |
| 38 | +class DummyContainerForTrackerTests(torch.nn.Module): |
| 39 | + def __init__(self, replacement: ReplacementModuleBase): |
| 40 | + super().__init__() |
| 41 | + self.replacement = replacement |
| 42 | + |
| 43 | + |
| 44 | +@pytest.fixture(autouse=True) |
| 45 | +def _cleanup_tracker(): |
| 46 | + tracker = ModuleReplacementTracker.get_instance() |
| 47 | + tracker.clear() |
| 48 | + yield |
| 49 | + tracker.clear() |
| 50 | + |
| 51 | + |
| 52 | +def test_replacement_owns_original_reference_until_release(): |
| 53 | + original = DummyOriginalForTrackerTests() |
| 54 | + replacement = DummyReplacementForTrackerTests(original) |
| 55 | + |
| 56 | + assert replacement._get_original_module() is original |
| 57 | + |
| 58 | + replacement.release_original_module() |
| 59 | + |
| 60 | + with pytest.raises(RuntimeError, match="already been released"): |
| 61 | + replacement._get_original_module() |
| 62 | + |
| 63 | + |
| 64 | +def test_tracker_metadata_does_not_keep_original_alive_after_release(): |
| 65 | + tracker = ModuleReplacementTracker.get_instance() |
| 66 | + original = DummyOriginalForTrackerTests() |
| 67 | + original_ref = weakref.ref(original) |
| 68 | + replacement = DummyReplacementForTrackerTests(original) |
| 69 | + tracker_name = str(id(replacement)) |
| 70 | + |
| 71 | + info = tracker.get_info_by_name(tracker_name) |
| 72 | + assert info is not None |
| 73 | + assert info.original_module_class == DummyOriginalForTrackerTests.__name__ |
| 74 | + assert info.replacement_module_class == DummyReplacementForTrackerTests.__name__ |
| 75 | + assert info.replacement_module_ref() is replacement |
| 76 | + |
| 77 | + replacement.release_original_module() |
| 78 | + del original |
| 79 | + gc.collect() |
| 80 | + |
| 81 | + assert original_ref() is None |
| 82 | + assert tracker.get_info_by_name(tracker_name) is None |
| 83 | + |
| 84 | + |
| 85 | +def test_release_all_originals_releases_replacement_owned_originals(): |
| 86 | + tracker = ModuleReplacementTracker.get_instance() |
| 87 | + replacement = DummyReplacementForTrackerTests(DummyOriginalForTrackerTests()) |
| 88 | + tracker_name = str(id(replacement)) |
| 89 | + |
| 90 | + tracker.release_all_originals() |
| 91 | + |
| 92 | + with pytest.raises(RuntimeError, match="already been released"): |
| 93 | + replacement._get_original_module() |
| 94 | + assert tracker.get_info_by_name(tracker_name) is None |
| 95 | + |
| 96 | + |
| 97 | +def test_release_original_module_helper_releases_all_replacements_in_model(): |
| 98 | + tracker = ModuleReplacementTracker.get_instance() |
| 99 | + replacement = DummyReplacementForTrackerTests(DummyOriginalForTrackerTests()) |
| 100 | + tracker_name = str(id(replacement)) |
| 101 | + model = DummyContainerForTrackerTests(replacement) |
| 102 | + |
| 103 | + release_original_module_(model) |
| 104 | + |
| 105 | + with pytest.raises(RuntimeError, match="already been released"): |
| 106 | + replacement._get_original_module() |
| 107 | + assert tracker.get_info_by_name(tracker_name) is None |
0 commit comments