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

import os

import pytest

from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.openai.speech2text.speech2text import OpenAISpeech2TextModel
from tests.integration_tests.model_runtime.__mock.openai import setup_openai_mock


@pytest.mark.parametrize('setup_openai_mock', [['speech2text']], indirect=True)
def test_validate_credentials(setup_openai_mock):
    model = OpenAISpeech2TextModel()

    with pytest.raises(CredentialsValidateFailedError):
        model.validate_credentials(
            model='whisper-1',
            credentials={
                'openai_api_key': 'invalid_key'
            }
        )

    model.validate_credentials(
        model='whisper-1',
        credentials={
            'openai_api_key': os.environ.get('OPENAI_API_KEY')
        }
    )

@pytest.mark.parametrize('setup_openai_mock', [['speech2text']], indirect=True)
def test_invoke_model(setup_openai_mock):
    model = OpenAISpeech2TextModel()

    # 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={
                'openai_api_key': os.environ.get('OPENAI_API_KEY')
            },
            file=file,
            user="abc-123"
        )

        assert isinstance(result, str)
        assert result == '1, 2, 3, 4, 5, 6, 7, 8, 9, 10'