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from core.rag.datasource.vdb.milvus.milvus_vector import MilvusConfig, MilvusVector
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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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class MilvusVectorTest(AbstractVectorTest):
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def __init__(self):
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super().__init__()
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self.vector = MilvusVector(
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collection_name=self.collection_name,
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config=MilvusConfig(
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host='localhost',
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port=19530,
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user='root',
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password='Milvus',
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)
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)
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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 delete_by_document_id(self):
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self.vector.delete_by_document_id(document_id=self.example_doc_id)
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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) == 1
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def test_milvus_vector(setup_mock_redis):
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MilvusVectorTest().run_all_tests()
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