dify/api/tests/unit_tests/model_providers/test_chatglm_provider.py
2023-11-25 16:04:36 +08:00

95 lines
3.5 KiB
Python

import pytest
from unittest.mock import patch
import json
import requests
from langchain.schema import LLMResult, Generation, AIMessage, ChatResult, ChatGeneration
from requests import Response
from core.model_providers.providers.base import CredentialsValidateFailedError
from core.model_providers.providers.chatglm_provider import ChatGLMProvider
from core.model_providers.providers.spark_provider import SparkProvider
from models.provider import ProviderType, Provider
PROVIDER_NAME = 'chatglm'
MODEL_PROVIDER_CLASS = ChatGLMProvider
VALIDATE_CREDENTIAL = {
'api_base': 'valid_api_base',
}
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):
mock_response = Response()
mock_response.status_code = 200
mock_response._content = json.dumps({'models': []}).encode('utf-8')
mocker.patch('requests.get',
return_value=mock_response)
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['api_base'] = 'invalid_api_base'
# 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):
result = MODEL_PROVIDER_CLASS.encrypt_provider_credentials('tenant_id', VALIDATE_CREDENTIAL.copy())
assert result['api_base'] == f'encrypted_{VALIDATE_CREDENTIAL["api_base"]}'
@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['api_base'] = 'encrypted_' + encrypted_credential['api_base']
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['api_base'] == 'valid_api_base'
@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['api_base'] = 'encrypted_' + encrypted_credential['api_base']
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['api_base'][6:-2]
assert len(middle_token) == max(len(VALIDATE_CREDENTIAL['api_base']) - 8, 0)
assert all(char == '*' for char in middle_token)