|
| 1 | +import importlib |
| 2 | +import os |
| 3 | +import sys |
| 4 | +import types |
| 5 | +import unittest |
| 6 | + |
| 7 | + |
| 8 | +class _Reply: |
| 9 | + def __init__(self, message=b""): |
| 10 | + self.message = message |
| 11 | + |
| 12 | + |
| 13 | +class _Result: |
| 14 | + def __init__(self, message="", success=False): |
| 15 | + self.message = message |
| 16 | + self.success = success |
| 17 | + |
| 18 | + |
| 19 | +class _TranscriptSegment: |
| 20 | + def __init__(self, id=0, start=0, end=0, text=""): |
| 21 | + self.id = id |
| 22 | + self.start = start |
| 23 | + self.end = end |
| 24 | + self.text = text |
| 25 | + |
| 26 | + |
| 27 | +class _TranscriptResult: |
| 28 | + def __init__(self, segments=None, text=""): |
| 29 | + self.segments = segments or [] |
| 30 | + self.text = text |
| 31 | + |
| 32 | + |
| 33 | +class _FakeBackendServicer: |
| 34 | + pass |
| 35 | + |
| 36 | + |
| 37 | +class _FakeTorch: |
| 38 | + cuda = types.SimpleNamespace(is_available=lambda: False) |
| 39 | + backends = types.SimpleNamespace(mps=types.SimpleNamespace(is_available=lambda: False)) |
| 40 | + |
| 41 | + |
| 42 | +class _FakeAutoModel: |
| 43 | + instances = [] |
| 44 | + |
| 45 | + def __init__(self, **kwargs): |
| 46 | + self.kwargs = kwargs |
| 47 | + self.generate_calls = [] |
| 48 | + _FakeAutoModel.instances.append(self) |
| 49 | + |
| 50 | + def generate(self, **kwargs): |
| 51 | + self.generate_calls.append(kwargs) |
| 52 | + return [{"text": "hello"}, {"text": " world"}] |
| 53 | + |
| 54 | + |
| 55 | +def _install_stubs(): |
| 56 | + sys.modules["backend_pb2"] = types.SimpleNamespace( |
| 57 | + Reply=_Reply, |
| 58 | + Result=_Result, |
| 59 | + TranscriptSegment=_TranscriptSegment, |
| 60 | + TranscriptResult=_TranscriptResult, |
| 61 | + ) |
| 62 | + sys.modules["backend_pb2_grpc"] = types.SimpleNamespace( |
| 63 | + BackendServicer=_FakeBackendServicer, |
| 64 | + add_BackendServicer_to_server=lambda *args, **kwargs: None, |
| 65 | + ) |
| 66 | + sys.modules["grpc"] = types.SimpleNamespace( |
| 67 | + RpcMethodHandler=object, |
| 68 | + ServerInterceptor=object, |
| 69 | + StatusCode=types.SimpleNamespace(UNAUTHENTICATED="UNAUTHENTICATED"), |
| 70 | + aio=types.SimpleNamespace(ServerInterceptor=object), |
| 71 | + server=lambda *args, **kwargs: None, |
| 72 | + ) |
| 73 | + sys.modules["torch"] = _FakeTorch |
| 74 | + sys.modules["funasr"] = types.SimpleNamespace(AutoModel=_FakeAutoModel) |
| 75 | + |
| 76 | + |
| 77 | +def _load_backend(): |
| 78 | + _install_stubs() |
| 79 | + sys.modules.pop("backend", None) |
| 80 | + _FakeAutoModel.instances.clear() |
| 81 | + return importlib.import_module("backend") |
| 82 | + |
| 83 | + |
| 84 | +class TestFunASRBackend(unittest.TestCase): |
| 85 | + def test_health_returns_ok(self): |
| 86 | + backend = _load_backend() |
| 87 | + servicer = backend.BackendServicer() |
| 88 | + |
| 89 | + reply = servicer.Health(types.SimpleNamespace(), None) |
| 90 | + |
| 91 | + self.assertEqual(reply.message, b"OK") |
| 92 | + |
| 93 | + def test_load_model_uses_default_sensevoice_model_on_cpu(self): |
| 94 | + backend = _load_backend() |
| 95 | + servicer = backend.BackendServicer() |
| 96 | + |
| 97 | + result = servicer.LoadModel(types.SimpleNamespace(Model="", CUDA=False), None) |
| 98 | + |
| 99 | + self.assertTrue(result.success, result.message) |
| 100 | + self.assertEqual(result.message, "Model loaded successfully") |
| 101 | + self.assertEqual(_FakeAutoModel.instances[0].kwargs["model"], "iic/SenseVoiceSmall") |
| 102 | + self.assertEqual(_FakeAutoModel.instances[0].kwargs["vad_model"], "fsmn-vad") |
| 103 | + self.assertEqual(_FakeAutoModel.instances[0].kwargs["device"], "cpu") |
| 104 | + self.assertTrue(_FakeAutoModel.instances[0].kwargs["disable_update"]) |
| 105 | + |
| 106 | + def test_audio_transcription_passes_language_and_builds_segments(self): |
| 107 | + backend = _load_backend() |
| 108 | + servicer = backend.BackendServicer() |
| 109 | + servicer.model = _FakeAutoModel() |
| 110 | + audio_path = os.path.abspath(__file__) |
| 111 | + request = types.SimpleNamespace(dst=audio_path, language=" zh ") |
| 112 | + |
| 113 | + result = servicer.AudioTranscription(request, None) |
| 114 | + |
| 115 | + self.assertEqual(result.text, "hello world") |
| 116 | + self.assertEqual([segment.text for segment in result.segments], ["hello", " world"]) |
| 117 | + self.assertEqual(servicer.model.generate_calls, [{"input": audio_path, "language": "zh"}]) |
| 118 | + |
| 119 | + def test_audio_transcription_missing_file_returns_empty_result(self): |
| 120 | + backend = _load_backend() |
| 121 | + servicer = backend.BackendServicer() |
| 122 | + servicer.model = _FakeAutoModel() |
| 123 | + |
| 124 | + result = servicer.AudioTranscription( |
| 125 | + types.SimpleNamespace(dst="/tmp/localai-funasr-missing.wav", language=""), |
| 126 | + None, |
| 127 | + ) |
| 128 | + |
| 129 | + self.assertEqual(result.text, "") |
| 130 | + self.assertEqual(result.segments, []) |
| 131 | + self.assertEqual(servicer.model.generate_calls, []) |
| 132 | + |
| 133 | + |
| 134 | +if __name__ == "__main__": |
| 135 | + unittest.main() |
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