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"