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51 lines
1.5 KiB
Python
51 lines
1.5 KiB
Python
import json
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import os
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from unittest.mock import patch
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from core.model_providers.models.embedding.zhipuai_embedding import ZhipuAIEmbedding
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from core.model_providers.providers.zhipuai_provider import ZhipuAIProvider
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from models.provider import Provider, ProviderType
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def get_mock_provider(valid_api_key):
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return Provider(
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id='provider_id',
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tenant_id='tenant_id',
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provider_name='zhipuai',
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provider_type=ProviderType.CUSTOM.value,
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encrypted_config=json.dumps({
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'api_key': valid_api_key
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}),
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is_valid=True,
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)
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def get_mock_embedding_model():
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model_name = 'text_embedding'
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valid_api_key = os.environ['ZHIPUAI_API_KEY']
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provider = ZhipuAIProvider(provider=get_mock_provider(valid_api_key))
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return ZhipuAIEmbedding(
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model_provider=provider,
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name=model_name
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)
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def decrypt_side_effect(tenant_id, encrypted_api_key):
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return encrypted_api_key
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@patch('core.helper.encrypter.decrypt_token', side_effect=decrypt_side_effect)
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def test_embedding(mock_decrypt):
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embedding_model = get_mock_embedding_model()
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rst = embedding_model.client.embed_query('test')
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assert isinstance(rst, list)
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assert len(rst) == 1024
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@patch('core.helper.encrypter.decrypt_token', side_effect=decrypt_side_effect)
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def test_doc_embedding(mock_decrypt):
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embedding_model = get_mock_embedding_model()
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rst = embedding_model.client.embed_documents(['test', 'test2'])
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assert isinstance(rst, list)
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assert len(rst[0]) == 1024
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