116 lines
4.3 KiB
C#
116 lines
4.3 KiB
C#
// 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;
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public abstract class CollectionManagementTests<TKey>(VectorStoreFixture fixture) : IAsyncLifetime
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where TKey : notnull
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{
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public Task InitializeAsync()
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=> fixture.VectorStore.EnsureCollectionDeletedAsync(this.CollectionName);
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[ConditionalFact]
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public async Task Collection_Ensure_Exists_Delete()
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{
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var collection = this.GetCollection();
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Assert.False(await collection.CollectionExistsAsync());
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await collection.EnsureCollectionExistsAsync();
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Assert.True(await collection.CollectionExistsAsync());
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await collection.EnsureCollectionDeletedAsync();
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Assert.False(await collection.CollectionExistsAsync());
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// Deleting a non-existing collection does not throw
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await fixture.TestStore.DefaultVectorStore.EnsureCollectionDeletedAsync(collection.Name);
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}
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[ConditionalFact]
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public async Task EnsureCollectionExists_twice_does_not_throw()
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{
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var collection = this.GetCollection();
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await collection.EnsureCollectionExistsAsync();
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await collection.EnsureCollectionExistsAsync();
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Assert.True(await collection.CollectionExistsAsync());
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}
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[ConditionalFact]
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public async Task Store_CollectionExists()
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{
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var store = fixture.VectorStore;
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var collection = this.GetCollection();
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Assert.False(await store.CollectionExistsAsync(collection.Name));
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await collection.EnsureCollectionExistsAsync();
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Assert.True(await store.CollectionExistsAsync(collection.Name));
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}
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[ConditionalFact]
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public async Task Store_DeleteCollection()
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{
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var store = fixture.VectorStore;
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var collection = this.GetCollection();
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await collection.EnsureCollectionExistsAsync();
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await fixture.TestStore.DefaultVectorStore.EnsureCollectionDeletedAsync(collection.Name);
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Assert.False(await collection.CollectionExistsAsync());
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}
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[ConditionalFact]
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public async Task Store_ListCollections()
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{
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var store = fixture.VectorStore;
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var collection = this.GetCollection();
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Assert.Empty(await store.ListCollectionNamesAsync().Where(n => n == collection.Name).ToListAsync());
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await collection.EnsureCollectionExistsAsync();
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var name = Assert.Single(await store.ListCollectionNamesAsync().Where(n => n == collection.Name).ToListAsync());
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Assert.Equal(collection.Name, name);
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}
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[ConditionalFact]
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public void Collection_metadata()
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{
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var collection = this.GetCollection();
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var collectionMetadata = (VectorStoreCollectionMetadata?)collection.GetService(typeof(VectorStoreCollectionMetadata));
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Assert.NotNull(collectionMetadata);
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Assert.NotNull(collectionMetadata.VectorStoreSystemName);
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Assert.NotNull(collectionMetadata.CollectionName);
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}
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protected virtual string CollectionNameBase => nameof(CollectionManagementTests<object>);
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public virtual string CollectionName => fixture.TestStore.AdjustCollectionName(this.CollectionNameBase);
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public sealed class Record : TestRecord<TKey>
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{
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public string? Text { get; set; }
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public int Number { get; set; }
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public ReadOnlyMemory<float> Floats { get; set; }
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}
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public virtual VectorStoreCollection<TKey, Record> GetCollection()
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=> fixture.TestStore.CreateCollection<TKey, Record>(this.CollectionName, this.CreateRecordDefinition());
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public virtual 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(Record.Key), typeof(TKey)) { StorageName = "key" },
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new VectorStoreDataProperty(nameof(Record.Text), typeof(string)) { StorageName = "text" },
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new VectorStoreDataProperty(nameof(Record.Number), typeof(int)) { StorageName = "number" },
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new VectorStoreVectorProperty(nameof(Record.Floats), typeof(ReadOnlyMemory<float>), 10) { IndexKind = fixture.TestStore.DefaultIndexKind }
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]
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};
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public Task DisposeAsync() => Task.CompletedTask;
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}
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