chore: import upstream snapshot with attribution
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// Copyright (c) Microsoft. All rights reserved.
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using System;
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using System.Text.Json;
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using System.Text.Json.Serialization;
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using Microsoft.Extensions.VectorData;
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using Microsoft.Extensions.VectorData.ProviderServices;
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using Microsoft.SemanticKernel.Connectors.Weaviate;
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using Xunit;
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namespace SemanticKernel.Connectors.Weaviate.UnitTests;
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/// <summary>
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/// Unit tests for <see cref="WeaviateQueryBuilder"/> class.
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/// </summary>
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public sealed class WeaviateQueryBuilderTests
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{
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private const string CollectionName = "Collection";
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private const string VectorPropertyName = "descriptionEmbedding";
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private static readonly JsonSerializerOptions s_jsonSerializerOptions = new()
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{
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PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
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DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull,
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Converters =
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{
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new WeaviateDateTimeOffsetConverter(),
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new WeaviateNullableDateTimeOffsetConverter()
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}
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};
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private readonly CollectionModel _model = new WeaviateModelBuilder(hasNamedVectors: true)
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.BuildDynamic(
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new()
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{
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Properties =
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[
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new VectorStoreKeyProperty("HotelId", typeof(Guid)) { StorageName = "hotelId" },
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new VectorStoreDataProperty("HotelName", typeof(string)) { StorageName = "hotelName" },
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new VectorStoreDataProperty("HotelCode", typeof(string)) { StorageName = "hotelCode" },
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new VectorStoreDataProperty("Tags", typeof(string[])) { StorageName = "tags" },
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new VectorStoreVectorProperty("DescriptionEmbedding", typeof(ReadOnlyMemory<float>), 10) { StorageName = "descriptionEmbeddding" },
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]
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},
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defaultEmbeddingGenerator: null);
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private readonly ReadOnlyMemory<float> _vector = new([31f, 32f, 33f, 34f]);
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public void BuildSearchQueryByDefaultReturnsValidQuery(bool hasNamedVectors)
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{
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// Arrange
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var expectedQuery = $$"""
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{
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Get {
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Collection (
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limit: 3
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offset: 2
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{{string.Empty}}
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nearVector: {
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{{(hasNamedVectors ? "targetVectors: [\"descriptionEmbedding\"]" : string.Empty)}}
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vector: [31,32,33,34]
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{{string.Empty}}
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}
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) {
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HotelName HotelCode Tags
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_additional {
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id
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distance
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{{string.Empty}}
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}
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}
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}
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}
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""";
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var searchOptions = new VectorSearchOptions<DummyType>
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{
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Skip = 2,
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};
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// Act
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var query = WeaviateQueryBuilder.BuildSearchQuery(
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this._vector,
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CollectionName,
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VectorPropertyName,
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s_jsonSerializerOptions,
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top: 3,
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searchOptions,
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this._model,
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hasNamedVectors);
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// Assert
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Assert.Equal(expectedQuery, query);
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Assert.DoesNotContain("vectors", query);
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Assert.DoesNotContain("where", query);
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}
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public void BuildSearchQueryWithIncludedVectorsReturnsValidQuery(bool hasNamedVectors)
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{
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// Arrange
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var searchOptions = new VectorSearchOptions<DummyType>
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{
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Skip = 2,
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IncludeVectors = true
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};
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// Act
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var query = WeaviateQueryBuilder.BuildSearchQuery(
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this._vector,
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CollectionName,
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VectorPropertyName,
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s_jsonSerializerOptions,
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top: 3,
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searchOptions,
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this._model,
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hasNamedVectors);
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// Assert
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var vectorQuery = hasNamedVectors ? "vectors { DescriptionEmbedding }" : "vector";
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Assert.Contains(vectorQuery, query);
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}
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[Fact]
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public void BuildHybridSearchQueryEscapesDoubleQuotesInKeywords()
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{
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// Arrange
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var searchOptions = new HybridSearchOptions<DummyType> { Skip = 0 };
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var vectorProperty = this._model.VectorProperties[0];
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var textProperty = this._model.DataProperties[0];
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// Act
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var query = WeaviateQueryBuilder.BuildHybridSearchQuery(
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this._vector,
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top: 3,
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keywords: "test \"injection\"",
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CollectionName,
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this._model,
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vectorProperty,
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textProperty,
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s_jsonSerializerOptions,
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searchOptions,
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hasNamedVectors: true);
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// Assert - the double quote must be escaped in the GraphQL string
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Assert.Contains("query: \"test \\\"injection\\\"\"", query);
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}
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[Fact]
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public void BuildHybridSearchQueryEscapesBackslashInKeywords()
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{
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// Arrange
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var searchOptions = new HybridSearchOptions<DummyType> { Skip = 0 };
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var vectorProperty = this._model.VectorProperties[0];
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var textProperty = this._model.DataProperties[0];
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// Act
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var query = WeaviateQueryBuilder.BuildHybridSearchQuery(
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this._vector,
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top: 3,
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keywords: @"test\path",
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CollectionName,
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this._model,
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vectorProperty,
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textProperty,
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s_jsonSerializerOptions,
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searchOptions,
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hasNamedVectors: true);
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// Assert - backslash must be escaped
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Assert.Contains(@"query: ""test\\path""", query);
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}
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[Fact]
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public void BuildHybridSearchQueryWithPlainKeywordsWorks()
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{
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// Arrange
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var searchOptions = new HybridSearchOptions<DummyType> { Skip = 0 };
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var vectorProperty = this._model.VectorProperties[0];
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var textProperty = this._model.DataProperties[0];
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// Act
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var query = WeaviateQueryBuilder.BuildHybridSearchQuery(
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this._vector,
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top: 3,
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keywords: "hello world",
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CollectionName,
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this._model,
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vectorProperty,
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textProperty,
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s_jsonSerializerOptions,
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searchOptions,
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hasNamedVectors: true);
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// Assert
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Assert.Contains("query: \"hello world\"", query);
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}
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#region private
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#pragma warning disable CA1812 // An internal class that is apparently never instantiated. If so, remove the code from the assembly.
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private sealed class DummyType;
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#pragma warning restore CA1812
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#endregion
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}
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