import os import pytest from core.model_runtime.errors.validate import CredentialsValidateFailedError from core.model_runtime.model_providers.localai.speech2text.speech2text import LocalAISpeech2text def test_validate_credentials(): model = LocalAISpeech2text() with pytest.raises(CredentialsValidateFailedError): model.validate_credentials( model='whisper-1', credentials={ 'server_url': 'invalid_url' } ) model.validate_credentials( model='whisper-1', credentials={ 'server_url': os.environ.get('LOCALAI_SERVER_URL') } ) def test_invoke_model(): model = LocalAISpeech2text() # Get the directory of the current file current_dir = os.path.dirname(os.path.abspath(__file__)) # Get assets directory assets_dir = os.path.join(os.path.dirname(current_dir), 'assets') # Construct the path to the audio file audio_file_path = os.path.join(assets_dir, 'audio.mp3') # Open the file and get the file object with open(audio_file_path, 'rb') as audio_file: file = audio_file result = model.invoke( model='whisper-1', credentials={ 'server_url': os.environ.get('LOCALAI_SERVER_URL') }, file=file, user="abc-123" ) assert isinstance(result, str) assert result == '1, 2, 3, 4, 5, 6, 7, 8, 9, 10'