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

import os

import pytest

from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.openai.moderation.moderation import OpenAIModerationModel
from tests.integration_tests.model_runtime.__mock.openai import setup_openai_mock


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

    with pytest.raises(CredentialsValidateFailedError):
        model.validate_credentials(
            model='text-moderation-stable',
            credentials={
                'openai_api_key': 'invalid_key'
            }
        )

    model.validate_credentials(
        model='text-moderation-stable',
        credentials={
            'openai_api_key': os.environ.get('OPENAI_API_KEY')
        }
    )

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

    result = model.invoke(
        model='text-moderation-stable',
        credentials={
            'openai_api_key': os.environ.get('OPENAI_API_KEY')
        },
        text="hello",
        user="abc-123"
    )

    assert isinstance(result, bool)
    assert result is False

    result = model.invoke(
        model='text-moderation-stable',
        credentials={
            'openai_api_key': os.environ.get('OPENAI_API_KEY')
        },
        text="i will kill you",
        user="abc-123"
    )

    assert isinstance(result, bool)
    assert result is True