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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