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QdrantKernelBuilderExtensionsTests.cs
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QdrantKernelBuilderExtensionsTests.cs
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// Copyright (c) Microsoft. All rights reserved.
using System;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.VectorData;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Connectors.Qdrant;
using Qdrant.Client;
using Xunit;
namespace SemanticKernel.Connectors.Qdrant.UnitTests;
/// <summary>
/// Tests for the <see cref="QdrantKernelBuilderExtensions"/> class.
/// </summary>
public class QdrantKernelBuilderExtensionsTests
{
private readonly IKernelBuilder _kernelBuilder;
public QdrantKernelBuilderExtensionsTests()
{
this._kernelBuilder = Kernel.CreateBuilder();
}
[Fact]
public void AddVectorStoreRegistersClass()
{
// Arrange.
using var qdrantClient = new QdrantClient("localhost");
this._kernelBuilder.Services.AddSingleton<QdrantClient>(qdrantClient);
// Act.
this._kernelBuilder.AddQdrantVectorStore();
// Assert.
this.AssertVectorStoreCreated();
}
[Fact]
public void AddVectorStoreWithHostAndPortAndCredsRegistersClass()
{
// Act.
this._kernelBuilder.AddQdrantVectorStore("localhost", 8080, true, "apikey");
// Assert.
this.AssertVectorStoreCreated();
}
[Fact]
public void AddVectorStoreWithHostRegistersClass()
{
// Act.
this._kernelBuilder.AddQdrantVectorStore("localhost");
// Assert.
this.AssertVectorStoreCreated();
}
private void AssertVectorStoreCreated()
{
var kernel = this._kernelBuilder.Build();
var vectorStore = kernel.Services.GetRequiredService<IVectorStore>();
Assert.NotNull(vectorStore);
Assert.IsType<QdrantVectorStore>(vectorStore);
}
[Fact]
public void AddVectorStoreRecordCollectionRegistersClass()
{
// Arrange.
using var qdrantClient = new QdrantClient("localhost");
this._kernelBuilder.Services.AddSingleton<QdrantClient>(qdrantClient);
// Act.
this._kernelBuilder.AddQdrantVectorStoreRecordCollection<ulong, TestRecord>("testcollection");
// Assert.
this.AssertVectorStoreRecordCollectionCreated();
}
[Fact]
public void AddVectorStoreRecordCollectionWithHostAndPortAndCredsRegistersClass()
{
// Act.
this._kernelBuilder.AddQdrantVectorStoreRecordCollection<ulong, TestRecord>("testcollection", "localhost", 8080, true, "apikey");
// Assert.
this.AssertVectorStoreRecordCollectionCreated();
}
[Fact]
public void AddVectorStoreRecordCollectionWithHostRegistersClass()
{
// Act.
this._kernelBuilder.AddQdrantVectorStoreRecordCollection<ulong, TestRecord>("testcollection", "localhost");
// Assert.
this.AssertVectorStoreRecordCollectionCreated();
}
private void AssertVectorStoreRecordCollectionCreated()
{
var kernel = this._kernelBuilder.Build();
var collection = kernel.Services.GetRequiredService<IVectorStoreRecordCollection<ulong, TestRecord>>();
Assert.NotNull(collection);
Assert.IsType<QdrantVectorStoreRecordCollection<TestRecord>>(collection);
var vectorizedSearch = kernel.Services.GetRequiredService<IVectorizedSearch<TestRecord>>();
Assert.NotNull(vectorizedSearch);
Assert.IsType<QdrantVectorStoreRecordCollection<TestRecord>>(vectorizedSearch);
}
#pragma warning disable CA1812 // Avoid uninstantiated internal classes
private sealed class TestRecord
#pragma warning restore CA1812 // Avoid uninstantiated internal classes
{
[VectorStoreRecordKey]
public ulong Id { get; set; }
[VectorStoreRecordVector(4)]
public ReadOnlyMemory<float> Vector { get; set; }
}
}