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72 lines
2.0 KiB
Python
72 lines
2.0 KiB
Python
from unittest.mock import MagicMock, patch
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import pytest
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from core.rag.datasource.vdb.oceanbase.oceanbase_vector import (
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OceanBaseVector,
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OceanBaseVectorConfig,
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)
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from tests.integration_tests.vdb.__mock.tcvectordb import setup_tcvectordb_mock
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from tests.integration_tests.vdb.test_vector_store import (
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AbstractVectorTest,
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get_example_text,
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setup_mock_redis,
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)
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@pytest.fixture
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def oceanbase_vector():
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return OceanBaseVector(
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"dify_test_collection",
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config=OceanBaseVectorConfig(
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host="127.0.0.1",
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port="2881",
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user="root@test",
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database="test",
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password="test",
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),
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)
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class OceanBaseVectorTest(AbstractVectorTest):
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def __init__(self, vector: OceanBaseVector):
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super().__init__()
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self.vector = vector
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def search_by_vector(self):
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hits_by_vector = self.vector.search_by_vector(query_vector=self.example_embedding)
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assert len(hits_by_vector) == 0
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def search_by_full_text(self):
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hits_by_full_text = self.vector.search_by_full_text(query=get_example_text())
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assert len(hits_by_full_text) == 0
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def text_exists(self):
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exist = self.vector.text_exists(self.example_doc_id)
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assert exist == True
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def get_ids_by_metadata_field(self):
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ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
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assert len(ids) == 0
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@pytest.fixture
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def setup_mock_oceanbase_client():
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with patch("core.rag.datasource.vdb.oceanbase.oceanbase_vector.ObVecClient", new_callable=MagicMock) as mock_client:
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yield mock_client
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@pytest.fixture
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def setup_mock_oceanbase_vector(oceanbase_vector):
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with patch.object(oceanbase_vector, "_client"):
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yield oceanbase_vector
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def test_oceanbase_vector(
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setup_mock_redis,
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setup_mock_oceanbase_client,
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setup_mock_oceanbase_vector,
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oceanbase_vector,
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):
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OceanBaseVectorTest(oceanbase_vector).run_all_tests()
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