Method test_metadata_operations

tests/test_faiss.py:299–357

Test metadata operations.

(self)

                        "Search completed")
    
    async def test_metadata_operations(self):
        """Test metadata operations."""
        print("\n=== Testing Metadata Operations ===")
        
        # Test add documents with complex metadata
        texts = [
            "This document has complex metadata for testing.",
            "Another document with different metadata structure."
        ]
        metadatas = [
            {
                "category": "Test",
                "subcategory": "Complex",
                "tags": ["test", "metadata", "complex"],
                "numeric_value": 42,
                "boolean_value": True,
                "nested": {"level1": {"level2": "value"}}
            },
            {
                "category": "Test",
                "subcategory": "Simple",
                "tags": ["test", "simple"],
                "numeric_value": 24,
                "boolean_value": False
            }
        ]
        
        request = FaissAddRequest(texts=texts, metadatas=metadatas)
        result = await self.faiss_service.add_documents(request)
        
        self.assert_test(result.count == 2, 
                        "Add documents with complex metadata", 
                        f"Expected count=2, got count={result.count}")
        
        # Test search with metadata filter
        request = FaissSearchRequest(
            query="metadata",
            k=5,
            filter={"category": "Test"},
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(True, 
                        "Search with metadata filter", 
                        "Search completed")
        
        # Test search with nested metadata filter
        request = FaissSearchRequest(
            query="complex",
            k=5,
            filter={"nested.level1.level2": "value"},
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(True, 
                        "Search with nested metadata filter",