.Net: [MEVD] Conformance tests for multi-vector records

dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchMultiVectorModelTests.cs

@@ -0,0 +1,19 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using AzureAISearch.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace AzureAISearch.ConformanceTests.ModelTests;
+
+public class AzureAISearchMultiVectorModelTests(AzureAISearchMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<AzureAISearchMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override string CollectionName => "multi-vector-" + AzureAISearchTestEnvironment.TestIndexPostfix;
+
+        public override TestStore TestStore => AzureAISearchTestStore.Instance;
+    }
+}

dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestStore.cs

@@ -48,10 +48,11 @@ public override async Task WaitForDataAsync<TKey, TRecord>(
         VectorStoreCollection<TKey, TRecord> collection,
         int recordCount,
         Expression<Func<TRecord, bool>>? filter = null,
+        Expression<Func<TRecord, object?>>? vectorProperty = null,
         int? vectorSize = null,
         object? dummyVector = null)
     {
-        await base.WaitForDataAsync(collection, recordCount, filter, vectorSize, dummyVector);
+        await base.WaitForDataAsync(collection, recordCount, filter, vectorProperty, vectorSize, dummyVector);
 
         // There seems to be some asynchronicity/race condition specific to Azure AI Search which isn't taken care
         // of by the generic retry loop in the base implementation.

dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using CosmosMongoDB.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace CosmosMongoDB.ConformanceTests.ModelTests;
+
+public class CosmosMongoMultiVectorModelTests(CosmosMongoMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<CosmosMongoMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => CosmosMongoTestStore.Instance;
+    }
+}

dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using CosmosNoSql.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace CosmosNoSql.ConformanceTests.ModelTests;
+
+public class CosmosNoSqlMultiVectorModelTests(CosmosNoSqlMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<CosmosNoSqlMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => CosmosNoSqlTestStore.Instance;
+    }
+}

dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using InMemory.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace InMemory.ConformanceTests.ModelTests;
+
+public class InMemoryMultiVectorModelTests(InMemoryMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<InMemoryMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => InMemoryTestStore.Instance;
+    }
+}

dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using MongoDB.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace MongoDB.ConformanceTests.ModelTests;
+
+public class MongoMultiVectorModelTests(MongoMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<MongoMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => MongoTestStore.Instance;
+    }
+}

dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using PgVector.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace PgVector.ConformanceTests.ModelTests;
+
+public class PostgresMultiVectorModelTests(PostgresMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<PostgresMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => PostgresTestStore.Instance;
+    }
+}

dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeTestSuiteImplementationTests.cs

@@ -2,6 +2,7 @@
 
 using VectorData.ConformanceTests;
 using VectorData.ConformanceTests.HybridSearch;
+using VectorData.ConformanceTests.ModelTests;
 using VectorData.ConformanceTests.VectorSearch;
 
 namespace Pinecone.ConformanceTests;
@@ -12,6 +13,9 @@ public class PineconeTestSuiteImplementationTests : TestSuiteImplementationTests
     [
         typeof(VectorSearchWithFilterConformanceTests<>),
 
+        // Pinecone does not support multiple vectors
+        typeof(MultiVectorModelTests<>),
+
         // Hybrid search not supported
         typeof(KeywordVectorizedHybridSearchComplianceTests<>)
     ];

dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Qdrant.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace Qdrant.ConformanceTests.ModelTests;
+
+public class QdrantMultiVectorModelTests(QdrantMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<ulong>(fixture), IClassFixture<QdrantMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<ulong>.Fixture
+    {
+        public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance;
+    }
+}

dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Redis.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace Redis.ConformanceTests.ModelTests;
+
+public class RedisHashSetMultiVectorModelTests(RedisHashSetMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<RedisHashSetMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => RedisTestStore.HashSetInstance;
+    }
+}

dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using Redis.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace Redis.ConformanceTests.ModelTests;
+
+public class RedisJsonMultiVectorModelTests(RedisJsonMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<RedisJsonMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => RedisTestStore.JsonInstance;
+    }
+}

dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using SqlServer.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace SqlServer.ConformanceTests.ModelTests;
+
+public class SqlServerMultiVectorModelTests(SqlServerMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<SqlServerMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => SqlServerTestStore.Instance;
+    }
+}

dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteMultiVectorModelTests.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using SqliteVec.ConformanceTests.Support;
+using VectorData.ConformanceTests.ModelTests;
+using VectorData.ConformanceTests.Support;
+using Xunit;
+
+namespace SqliteVec.ConformanceTests.ModelTests;
+
+public class SqliteMultiVectorModelTests(SqliteMultiVectorModelTests.Fixture fixture)
+    : MultiVectorModelTests<string>(fixture), IClassFixture<SqliteMultiVectorModelTests.Fixture>
+{
+    public new class Fixture : MultiVectorModelTests<string>.Fixture
+    {
+        public override TestStore TestStore => SqliteTestStore.Instance;
+    }
+}