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"