api/tests/integration_tests/model_runtime/localai/test_speech2text.py

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'