// Copyright (c) Microsoft. All rights reserved.
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading;
using System.Threading.Tasks;
using Azure;
using Azure.Search.Documents;
using Azure.Search.Documents.Indexes;
using Microsoft.Extensions.VectorData;
using Microsoft.SemanticKernel.Connectors.AzureAISearch;
using Moq;
using Xunit;
namespace SemanticKernel.Connectors.AzureAISearch.UnitTests;
///
/// Contains tests for the class.
///
public class AzureAISearchVectorStoreTests
{
private const string TestCollectionName = "testcollection";
private readonly Mock _searchIndexClientMock;
private readonly Mock _searchClientMock;
private readonly CancellationToken _testCancellationToken = new(false);
public AzureAISearchVectorStoreTests()
{
this._searchClientMock = new Mock(MockBehavior.Strict);
this._searchIndexClientMock = new Mock(MockBehavior.Strict);
this._searchIndexClientMock.Setup(x => x.GetSearchClient(TestCollectionName)).Returns(this._searchClientMock.Object);
this._searchIndexClientMock.Setup(x => x.ServiceName).Returns("TestService");
}
[Fact]
public void GetCollectionReturnsCollection()
{
// Arrange.
using var sut = new AzureAISearchVectorStore(this._searchIndexClientMock.Object);
// Act.
var actual = sut.GetCollection(TestCollectionName);
// Assert.
Assert.NotNull(actual);
Assert.IsType>(actual);
}
[Fact]
public void GetCollectionThrowsForInvalidKeyType()
{
// Arrange.
using var sut = new AzureAISearchVectorStore(this._searchIndexClientMock.Object);
// Act & Assert.
Assert.Throws(() => sut.GetCollection(TestCollectionName));
}
[Fact]
public async Task ListCollectionNamesCallsSDKAsync()
{
// Arrange async enumerator mock.
var iterationCounter = 0;
var asyncEnumeratorMock = new Mock>(MockBehavior.Strict);
asyncEnumeratorMock.Setup(x => x.MoveNextAsync()).Returns(() => ValueTask.FromResult(iterationCounter++ <= 4));
asyncEnumeratorMock.Setup(x => x.Current).Returns(() => $"testcollection{iterationCounter}");
// Arrange pageable mock.
var pageableMock = new Mock>(MockBehavior.Strict);
pageableMock.Setup(x => x.GetAsyncEnumerator(this._testCancellationToken)).Returns(asyncEnumeratorMock.Object);
// Arrange search index client mock and sut.
this._searchIndexClientMock
.Setup(x => x.GetIndexNamesAsync(this._testCancellationToken))
.Returns(pageableMock.Object);
using var sut = new AzureAISearchVectorStore(this._searchIndexClientMock.Object);
// Act.
var actual = sut.ListCollectionNamesAsync(this._testCancellationToken);
// Assert.
Assert.NotNull(actual);
var actualList = await actual.ToListAsync();
Assert.Equal(5, actualList.Count);
Assert.All(actualList, (value, index) => Assert.Equal($"testcollection{index + 1}", value));
}
public sealed class SinglePropsModel
{
[VectorStoreKey]
public string Key { get; set; } = string.Empty;
[VectorStoreData]
public string Data { get; set; } = string.Empty;
[VectorStoreVector(4)]
public ReadOnlyMemory? Vector { get; set; }
public string? NotAnnotated { get; set; }
}
}