chore: import upstream snapshot with attribution
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// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Extensions.VectorData;
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using VectorData.ConformanceTests.Support;
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using VectorData.ConformanceTests.Xunit;
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using Xunit;
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namespace VectorData.ConformanceTests.ModelTests;
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/// <summary>
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/// Tests using a model without data fields, only a key and an embedding.
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/// </summary>
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public class NoDataModelTests<TKey>(NoDataModelTests<TKey>.Fixture fixture) : IAsyncLifetime
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where TKey : notnull
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{
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[ConditionalTheory, MemberData(nameof(IncludeVectorsData))]
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public virtual async Task GetAsync_single_record(bool includeVectors)
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{
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var expectedRecord = fixture.TestData[0];
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var received = await this.Collection.GetAsync(expectedRecord.Key, new() { IncludeVectors = includeVectors });
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expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable);
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}
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[ConditionalFact]
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public virtual async Task Insert_single_record()
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{
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TKey expectedKey = fixture.GenerateNextKey<TKey>();
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NoDataRecord inserted = new()
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{
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Key = expectedKey,
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Floats = new([10, 0, 0])
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};
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Assert.Null(await this.Collection.GetAsync(expectedKey));
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await this.Collection.UpsertAsync(inserted);
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var received = await this.Collection.GetAsync(expectedKey, new() { IncludeVectors = true });
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inserted.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable);
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}
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[ConditionalFact]
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public virtual async Task Delete_single_record()
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{
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var keyToRemove = fixture.TestData[0].Key;
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await this.Collection.DeleteAsync(keyToRemove);
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Assert.Null(await this.Collection.GetAsync(keyToRemove));
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}
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protected VectorStoreCollection<TKey, NoDataRecord> Collection => fixture.Collection;
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public abstract class Fixture : VectorStoreCollectionFixture<TKey, NoDataRecord>
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{
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protected override string CollectionNameBase => nameof(NoDataModelTests<int>);
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protected override List<NoDataRecord> BuildTestData() =>
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[
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new()
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{
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Key = this.GenerateNextKey<TKey>(),
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Floats = new([1, 2, 3])
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},
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new()
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{
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Key = this.GenerateNextKey<TKey>(),
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Floats = new([1, 2, 4])
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}
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];
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public override VectorStoreCollectionDefinition CreateRecordDefinition()
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=> new()
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{
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Properties =
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[
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new VectorStoreKeyProperty(nameof(NoDataRecord.Key), typeof(TKey)),
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new VectorStoreVectorProperty(nameof(NoDataRecord.Floats), typeof(ReadOnlyMemory<float>), 3)
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{
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IndexKind = this.IndexKind
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}
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]
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};
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}
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public sealed class NoDataRecord : TestRecord<TKey>
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{
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[VectorStoreVector(Dimensions: 3, StorageName = "embedding")]
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public ReadOnlyMemory<float> Floats { get; set; }
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public void AssertEqual(NoDataRecord? other, bool includeVectors, bool compareVectors)
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{
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Assert.NotNull(other);
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Assert.Equal(this.Key, other.Key);
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if (includeVectors)
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{
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Assert.Equal(this.Floats.Span.Length, other.Floats.Span.Length);
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if (compareVectors)
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{
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Assert.True(this.Floats.Span.SequenceEqual(other.Floats.Span));
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}
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}
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}
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}
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public Task InitializeAsync()
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=> fixture.ReseedAsync();
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public Task DisposeAsync()
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=> Task.CompletedTask;
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public static readonly TheoryData<bool> IncludeVectorsData = [false, true];
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}
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