"""Handler regression tests; no model weights or endpoint required.""" import unittest from types import SimpleNamespace from unittest.mock import Mock from handler import EndpointHandler class LanguageTests(unittest.TestCase): def setUp(self): self.handler = EndpointHandler.__new__(EndpointHandler) self.handler.device = "cpu" self.handler.torch_dtype = None self.handler.model = Mock() self.handler.model.generation_config = SimpleNamespace(language=None) self.features = Mock() self.features.to.return_value = self.features self.handler.processor = Mock(return_value=SimpleNamespace(input_features=self.features)) self.handler.processor.batch_decode.return_value = [" test transcription "] self.handler._load_audio_from_base64 = Mock(return_value=[0.0] * 16000) self.handler._load_audio_from_bytes = Mock(return_value=[0.0] * 16000) def assert_success(self, request): self.assertEqual(self.handler(request), { "transcription": "test transcription", "audio_duration_seconds": 1.0, "model": "AImpower/StutteredSpeechASR", }) def test_languages_and_json_audio_formats(self): for language in ("en", "english", "<|en|>", "zh", " en "): for audio in ({"inputs": "audio"}, {"inputs": {"audio": "audio"}}, {"audio": "audio"}, {"inputs": b"audio"}): with self.subTest(language=language, audio=audio): self.assert_success({**audio, "parameters": {"language": language}}) args, kwargs = self.handler.model.generate.call_args self.assertEqual(args, (self.features,)) self.assertEqual(kwargs["language"], language.strip()) self.assertEqual(kwargs["task"], "transcribe") self.assertIsNot(kwargs["generation_config"], self.handler.model.generation_config) def test_default_requests_keep_existing_generation_call(self): for request in ({"inputs": "audio"}, {"inputs": "audio", "parameters": {}}, {"inputs": "audio", "parameters": {"language": None}}, b"audio", bytearray(b"audio")): with self.subTest(request=request): self.assert_success(request) self.handler.model.generate.assert_called_with(self.features) def test_language_does_not_leak_between_requests(self): def generate(features, **kwargs): if "generation_config" in kwargs: kwargs["generation_config"].language = kwargs["language"] return [[1]] self.handler.model.generate.side_effect = generate for language in ("en", "zh"): self.assert_success({"inputs": "audio", "parameters": {"language": language}}) self.assertIsNone(self.handler.model.generation_config.language) self.assert_success({"inputs": "audio"}) self.handler.model.generate.assert_called_with(self.features) def test_invalid_parameter_shapes_return_existing_error_format(self): for parameters in (None, [], "en", {"language": ""}, {"language": " "}, {"language": 123}, {"language": ["en"]}): with self.subTest(parameters=parameters): result = self.handler({"inputs": "audio", "parameters": parameters}) self.assertIsNone(result["transcription"]) self.assertIn("error", result) self.handler.model.generate.assert_not_called() def test_unsupported_language_error_is_returned(self): self.handler.model.generate.side_effect = ValueError("Unsupported language: invalid") result = self.handler({"inputs": "audio", "parameters": {"language": "invalid"}}) self.assertEqual(result, {"error": "Unsupported language: invalid", "transcription": None}) def test_unrelated_parameters_are_not_forwarded(self): self.assert_success({"inputs": "audio", "parameters": {"max_new_tokens": 1}}) self.handler.model.generate.assert_called_with(self.features) if __name__ == "__main__": unittest.main()