From a8ae70a239f425d6f931c1b5ec43600c2e9f2067 Mon Sep 17 00:00:00 2001 From: huangjianwu Date: Tue, 25 Aug 2026 13:50:01 +0800 Subject: [PATCH] test(transcriber): cover persisted Whisper model selection --- ...st_transcriber_provider_model_selection.py | 76 +++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 backend/tests/test_transcriber_provider_model_selection.py diff --git a/backend/tests/test_transcriber_provider_model_selection.py b/backend/tests/test_transcriber_provider_model_selection.py new file mode 100644 index 0000000..04bb3d3 --- /dev/null +++ b/backend/tests/test_transcriber_provider_model_selection.py @@ -0,0 +1,76 @@ +"""Model-selection contract tests without loading the Whisper runtime.""" +import importlib.util +import pathlib +import sys +import types + + +ROOT = pathlib.Path(__file__).resolve().parents[1] +MODULE_PATH = ROOT / "app" / "transcriber" / "transcriber_provider.py" + + +class _Logger: + def info(self, *_args, **_kwargs): + pass + + def warning(self, *_args, **_kwargs): + pass + + def error(self, *_args, **_kwargs): + pass + + +class _Whisper: + def __init__(self, model_size, device): + self.model_size = model_size + self.device = device + + +def _stub(monkeypatch, name, **attrs): + module = types.ModuleType(name) + for key, value in attrs.items(): + setattr(module, key, value) + monkeypatch.setitem(sys.modules, name, module) + + +def _load_provider(monkeypatch): + _stub(monkeypatch, "app") + _stub(monkeypatch, "app.transcriber") + _stub(monkeypatch, "app.utils") + _stub(monkeypatch, "app.transcriber.groq", GroqTranscriber=object) + _stub(monkeypatch, "app.transcriber.whisper", WhisperTranscriber=_Whisper) + _stub(monkeypatch, "app.transcriber.bcut", BcutTranscriber=object) + _stub(monkeypatch, "app.transcriber.kuaishou", KuaishouTranscriber=object) + _stub(monkeypatch, "app.utils.logger", get_logger=lambda _name: _Logger()) + + spec = importlib.util.spec_from_file_location("transcriber_provider_under_test", MODULE_PATH) + module = importlib.util.module_from_spec(spec) + assert spec.loader is not None + spec.loader.exec_module(module) + return module + + +def test_explicit_whisper_model_overrides_docker_default(monkeypatch): + """A saved UI choice must not be replaced by WHISPER_MODEL_SIZE.""" + provider = _load_provider(monkeypatch) + monkeypatch.setenv("WHISPER_MODEL_SIZE", "tiny") + + transcriber = provider.get_transcriber( + transcriber_type="fast-whisper", + model_size="large-v3-turbo", + device="cpu", + ) + + assert transcriber.model_size == "large-v3-turbo" + + +def test_switching_whisper_models_rebuilds_the_cached_instance(monkeypatch): + """Caching only by transcriber type would keep returning the first model.""" + provider = _load_provider(monkeypatch) + monkeypatch.delenv("WHISPER_MODEL_SIZE", raising=False) + + base = provider.get_transcriber("fast-whisper", model_size="base", device="cpu") + turbo = provider.get_transcriber("fast-whisper", model_size="large-v3-turbo", device="cpu") + + assert turbo is not base + assert turbo.model_size == "large-v3-turbo"