dify/api/tests/unit_tests/model_providers/test_tongyi_provider.py
2023-08-16 22:29:18 +08:00

91 lines
3.5 KiB
Python

import pytest
from unittest.mock import patch
import json
from langchain.schema import LLMResult, Generation
from core.model_providers.providers.base import CredentialsValidateFailedError
from core.model_providers.providers.minimax_provider import MinimaxProvider
from core.model_providers.providers.tongyi_provider import TongyiProvider
from models.provider import ProviderType, Provider
PROVIDER_NAME = 'tongyi'
MODEL_PROVIDER_CLASS = TongyiProvider
VALIDATE_CREDENTIAL = {
'dashscope_api_key': 'valid_key'
}
def encrypt_side_effect(tenant_id, encrypt_key):
return f'encrypted_{encrypt_key}'
def decrypt_side_effect(tenant_id, encrypted_key):
return encrypted_key.replace('encrypted_', '')
def test_is_provider_credentials_valid_or_raise_valid(mocker):
mocker.patch('core.third_party.langchain.llms.tongyi_llm.EnhanceTongyi._generate', return_value=LLMResult(generations=[[Generation(text="abc")]]))
MODEL_PROVIDER_CLASS.is_provider_credentials_valid_or_raise(VALIDATE_CREDENTIAL)
def test_is_provider_credentials_valid_or_raise_invalid():
# raise CredentialsValidateFailedError if api_key is not in credentials
with pytest.raises(CredentialsValidateFailedError):
MODEL_PROVIDER_CLASS.is_provider_credentials_valid_or_raise({})
credential = VALIDATE_CREDENTIAL.copy()
credential['dashscope_api_key'] = 'invalid_key'
# raise CredentialsValidateFailedError if api_key is invalid
with pytest.raises(CredentialsValidateFailedError):
MODEL_PROVIDER_CLASS.is_provider_credentials_valid_or_raise(credential)
@patch('core.helper.encrypter.encrypt_token', side_effect=encrypt_side_effect)
def test_encrypt_credentials(mock_encrypt):
api_key = 'valid_key'
result = MODEL_PROVIDER_CLASS.encrypt_provider_credentials('tenant_id', VALIDATE_CREDENTIAL.copy())
mock_encrypt.assert_called_with('tenant_id', api_key)
assert result['dashscope_api_key'] == f'encrypted_{api_key}'
@patch('core.helper.encrypter.decrypt_token', side_effect=decrypt_side_effect)
def test_get_credentials_custom(mock_decrypt):
encrypted_credential = VALIDATE_CREDENTIAL.copy()
encrypted_credential['dashscope_api_key'] = 'encrypted_' + encrypted_credential['dashscope_api_key']
provider = Provider(
id='provider_id',
tenant_id='tenant_id',
provider_name=PROVIDER_NAME,
provider_type=ProviderType.CUSTOM.value,
encrypted_config=json.dumps(encrypted_credential),
is_valid=True,
)
model_provider = MODEL_PROVIDER_CLASS(provider=provider)
result = model_provider.get_provider_credentials()
assert result['dashscope_api_key'] == 'valid_key'
@patch('core.helper.encrypter.decrypt_token', side_effect=decrypt_side_effect)
def test_get_credentials_obfuscated(mock_decrypt):
encrypted_credential = VALIDATE_CREDENTIAL.copy()
encrypted_credential['dashscope_api_key'] = 'encrypted_' + encrypted_credential['dashscope_api_key']
provider = Provider(
id='provider_id',
tenant_id='tenant_id',
provider_name=PROVIDER_NAME,
provider_type=ProviderType.CUSTOM.value,
encrypted_config=json.dumps(encrypted_credential),
is_valid=True,
)
model_provider = MODEL_PROVIDER_CLASS(provider=provider)
result = model_provider.get_provider_credentials(obfuscated=True)
middle_token = result['dashscope_api_key'][6:-2]
assert len(middle_token) == max(len(VALIDATE_CREDENTIAL['dashscope_api_key']) - 8, 0)
assert all(char == '*' for char in middle_token)