| File: ModelTests\NoDataModelTests.cs | |
| Project: ..\..\..\src\Libraries\Microsoft.Extensions.VectorData.ConformanceTests\Microsoft.Extensions.VectorData.ConformanceTests.csproj (Microsoft.Extensions.VectorData.ConformanceTests) |
// Licensed to the .NET Foundation under one or more agreements. // The .NET Foundation licenses this file to you under the MIT license. using Microsoft.Extensions.VectorData; using VectorData.ConformanceTests.Support; using Xunit; namespace VectorData.ConformanceTests.ModelTests; /// <summary> /// Tests using a model without data fields, only a key and an embedding. /// </summary> public abstract class NoDataModelTests<TKey>(NoDataModelTests<TKey>.Fixture fixture) : IAsyncLifetime where TKey : notnull { [Theory] [MemberData(nameof(IncludeVectorsData))] public virtual async Task GetAsync_single_record(bool includeVectors) { var expectedRecord = fixture.TestData[0]; var received = await Collection.GetAsync(expectedRecord.Key, new() { IncludeVectors = includeVectors }); expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); } [Fact] public virtual async Task Insert_single_record() { TKey expectedKey = fixture.GenerateNextKey<TKey>(); NoDataRecord inserted = new() { Key = expectedKey, Floats = new([10, 0, 0]) }; Assert.Null(await Collection.GetAsync(expectedKey)); await Collection.UpsertAsync(inserted); var received = await Collection.GetAsync(expectedKey, new() { IncludeVectors = true }); inserted.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); } [Fact] public virtual async Task Delete_single_record() { var keyToRemove = fixture.TestData[0].Key; await Collection.DeleteAsync(keyToRemove); Assert.Null(await Collection.GetAsync(keyToRemove)); } protected VectorStoreCollection<TKey, NoDataRecord> Collection => fixture.Collection; public abstract class Fixture : VectorStoreCollectionFixture<TKey, NoDataRecord> { protected override string CollectionNameBase => nameof(NoDataModelTests<int>); protected override List<NoDataRecord> BuildTestData() => [ new() { Key = GenerateNextKey<TKey>(), Floats = new([1, 2, 3]) }, new() { Key = GenerateNextKey<TKey>(), Floats = new([1, 2, 4]) } ]; public override VectorStoreCollectionDefinition CreateRecordDefinition() => new() { Properties = [ new VectorStoreKeyProperty(nameof(NoDataRecord.Key), typeof(TKey)), new VectorStoreVectorProperty(nameof(NoDataRecord.Floats), typeof(ReadOnlyMemory<float>), 3) { IndexKind = IndexKind } ] }; } public sealed class NoDataRecord : TestRecord<TKey> { [VectorStoreVector(dimensions: 3, StorageName = "embedding")] public ReadOnlyMemory<float> Floats { get; set; } public void AssertEqual(NoDataRecord? other, bool includeVectors, bool compareVectors) { Assert.NotNull(other); Assert.Equal(Key, other.Key); if (includeVectors) { Assert.Equal(Floats.Span.Length, other.Floats.Span.Length); if (compareVectors) { Assert.True(Floats.Span.SequenceEqual(other.Floats.Span)); } } } } public ValueTask InitializeAsync() => new(fixture.ReseedAsync()); public ValueTask DisposeAsync() { GC.SuppressFinalize(this); return default; } public static readonly TheoryData<bool> IncludeVectorsData = [false, true]; }