diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 81f5c2725b1d..b72bb4325196 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -155,6 +155,7 @@ + diff --git a/dotnet/SK-dotnet.slnx b/dotnet/SK-dotnet.slnx index 835c32f258a1..ea1e02fd7de6 100644 --- a/dotnet/SK-dotnet.slnx +++ b/dotnet/SK-dotnet.slnx @@ -27,7 +27,9 @@ - + + + @@ -37,6 +39,7 @@ + diff --git a/dotnet/nuget/nuget-package.props b/dotnet/nuget/nuget-package.props index 274124a1e50c..0c39ae0bf742 100644 --- a/dotnet/nuget/nuget-package.props +++ b/dotnet/nuget/nuget-package.props @@ -1,7 +1,7 @@ - 1.66.0 + 1.67.1 $(VersionPrefix)-$(VersionSuffix) $(VersionPrefix) @@ -9,7 +9,7 @@ true - 1.65.0 + 1.67.0 $(NoWarn);CP0003 diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/AzureOpenAI_Step04_ToolCall_WithOpenAPI.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/AzureOpenAI_Step04_ToolCall_WithOpenAPI.csproj new file mode 100644 index 000000000000..a500b427e031 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/AzureOpenAI_Step04_ToolCall_WithOpenAPI.csproj @@ -0,0 +1,30 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + + + PreserveNewest + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/OpenAPISpec.json b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/OpenAPISpec.json new file mode 100644 index 000000000000..84715914da63 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/OpenAPISpec.json @@ -0,0 +1,354 @@ +{ + "openapi": "3.0.1", + "info": { + "title": "Github Versions API", + "version": "1.0.0" + }, + "servers": [ + { + "url": "https://api.github.com" + } + ], + "components": { + "schemas": { + "basic-error": { + "title": "Basic Error", + "description": "Basic Error", + "type": "object", + "properties": { + "message": { + "type": "string" + }, + "documentation_url": { + "type": "string" + }, + "url": { + "type": "string" + }, + "status": { + "type": "string" + } + } + }, + "label": { + "title": "Label", + "description": "Color-coded labels help you categorize and filter your issues (just like labels in Gmail).", + "type": "object", + "properties": { + "id": { + "description": "Unique identifier for the label.", + "type": "integer", + "format": "int64", + "example": 208045946 + }, + "node_id": { + "type": "string", + "example": "MDU6TGFiZWwyMDgwNDU5NDY=" + }, + "url": { + "description": "URL for the label", + "example": "https://api.github.com/repositories/42/labels/bug", + "type": "string", + "format": "uri" + }, + "name": { + "description": "The name of the label.", + "example": "bug", + "type": "string" + }, + "description": { + "description": "Optional description of the label, such as its purpose.", + "type": "string", + "example": "Something isn't working", + "nullable": true + }, + "color": { + "description": "6-character hex code, without the leading #, identifying the color", + "example": "FFFFFF", + "type": "string" + }, + "default": { + "description": "Whether this label comes by default in a new repository.", + "type": "boolean", + "example": true + } + }, + "required": [ + "id", + "node_id", + "url", + "name", + "description", + "color", + "default" + ] + }, + "tag": { + "title": "Tag", + "description": "Tag", + "type": "object", + "properties": { + "name": { + "type": "string", + "example": "v0.1" + }, + "commit": { + "type": "object", + "properties": { + "sha": { + "type": "string" + }, + "url": { + "type": "string", + "format": "uri" + } + }, + "required": [ + "sha", + "url" + ] + }, + "zipball_url": { + "type": "string", + "format": "uri", + "example": "https://github.com/octocat/Hello-World/zipball/v0.1" + }, + "tarball_url": { + "type": "string", + "format": "uri", + "example": "https://github.com/octocat/Hello-World/tarball/v0.1" + }, + "node_id": { + "type": "string" + } + }, + "required": [ + "name", + "node_id", + "commit", + "zipball_url", + "tarball_url" + ] + } + }, + "examples": { + "label-items": { + "value": [ + { + "id": 208045946, + "node_id": "MDU6TGFiZWwyMDgwNDU5NDY=", + "url": "https://api.github.com/repos/octocat/Hello-World/labels/bug", + "name": "bug", + "description": "Something isn't working", + "color": "f29513", + "default": true + }, + { + "id": 208045947, + "node_id": "MDU6TGFiZWwyMDgwNDU5NDc=", + "url": "https://api.github.com/repos/octocat/Hello-World/labels/enhancement", + "name": "enhancement", + "description": "New feature or request", + "color": "a2eeef", + "default": false + } + ] + }, + "tag-items": { + "value": [ + { + "name": "v0.1", + "commit": { + "sha": "c5b97d5ae6c19d5c5df71a34c7fbeeda2479ccbc", + "url": "https://api.github.com/repos/octocat/Hello-World/commits/c5b97d5ae6c19d5c5df71a34c7fbeeda2479ccbc" + }, + "zipball_url": "https://github.com/octocat/Hello-World/zipball/v0.1", + "tarball_url": "https://github.com/octocat/Hello-World/tarball/v0.1", + "node_id": "MDQ6VXNlcjE=" + } + ] + } + }, + "parameters": { + "owner": { + "name": "owner", + "description": "The account owner of the repository. The name is not case sensitive.", + "in": "path", + "required": true, + "schema": { + "type": "string" + } + }, + "repo": { + "name": "repo", + "description": "The name of the repository without the `.git` extension. The name is not case sensitive.", + "in": "path", + "required": true, + "schema": { + "type": "string" + } + }, + "per-page": { + "name": "per_page", + "description": "The number of results per page (max 100). For more information, see \"[Using pagination in the REST API](https://docs.github.com/rest/using-the-rest-api/using-pagination-in-the-rest-api).\"", + "in": "query", + "schema": { + "type": "integer", + "default": 30 + } + }, + "page": { + "name": "page", + "description": "The page number of the results to fetch. For more information, see \"[Using pagination in the REST API](https://docs.github.com/rest/using-the-rest-api/using-pagination-in-the-rest-api).\"", + "in": "query", + "schema": { + "type": "integer", + "default": 1 + } + } + }, + "responses": { + "not_found": { + "description": "Resource not found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/basic-error" + } + } + } + } + }, + "headers": { + "link": { + "example": "; rel=\"next\", ; rel=\"last\"", + "schema": { + "type": "string" + } + } + } + }, + "paths": { + "/repos/{owner}/{repo}/tags": { + "get": { + "summary": "List repository tags", + "description": "", + "tags": [ + "repos" + ], + "operationId": "repos/list-tags", + "externalDocs": { + "description": "API method documentation", + "url": "https://docs.github.com/rest/repos/repos#list-repository-tags" + }, + "parameters": [ + { + "$ref": "#/components/parameters/owner" + }, + { + "$ref": "#/components/parameters/repo" + }, + { + "$ref": "#/components/parameters/per-page" + }, + { + "$ref": "#/components/parameters/page" + } + ], + "responses": { + "200": { + "description": "Response", + "content": { + "application/json": { + "schema": { + "type": "array", + "items": { + "$ref": "#/components/schemas/tag" + } + }, + "examples": { + "default": { + "$ref": "#/components/examples/tag-items" + } + } + } + }, + "headers": { + "Link": { + "$ref": "#/components/headers/link" + } + } + } + }, + "x-github": { + "githubCloudOnly": false, + "enabledForGitHubApps": true, + "category": "repos", + "subcategory": "repos" + } + } + }, + "/repos/{owner}/{repo}/labels": { + "get": { + "summary": "List labels for a repository", + "description": "Lists all labels for a repository.", + "tags": [ + "issues" + ], + "operationId": "issues/list-labels-for-repo", + "externalDocs": { + "description": "API method documentation", + "url": "https://docs.github.com/rest/issues/labels#list-labels-for-a-repository" + }, + "parameters": [ + { + "$ref": "#/components/parameters/owner" + }, + { + "$ref": "#/components/parameters/repo" + }, + { + "$ref": "#/components/parameters/per-page" + }, + { + "$ref": "#/components/parameters/page" + } + ], + "responses": { + "200": { + "description": "Response", + "content": { + "application/json": { + "schema": { + "type": "array", + "items": { + "$ref": "#/components/schemas/label" + } + }, + "examples": { + "default": { + "$ref": "#/components/examples/label-items" + } + } + } + }, + "headers": { + "Link": { + "$ref": "#/components/headers/link" + } + } + }, + "404": { + "$ref": "#/components/responses/not_found" + } + }, + "x-github": { + "githubCloudOnly": false, + "enabledForGitHubApps": true, + "category": "issues", + "subcategory": "labels" + } + } + } + } +} \ No newline at end of file diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/Program.cs new file mode 100644 index 000000000000..5898050f5d7a --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/Program.cs @@ -0,0 +1,66 @@ +// Copyright (c) Microsoft. All rights reserved. + +// This sample demonstrates how to use an Agent with function tools provided via an OpenAPI spec with both Semantic Kernel and Agent Framework. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Plugins.OpenApi; +using OpenAI; + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini"; + +await SKAgent(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + // Create a kernel with an Azure OpenAI chat client. + var kernel = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()).Build(); + + // Load the OpenAPI Spec from a file. + var plugin = await kernel.ImportPluginFromOpenApiAsync("github", "OpenAPISpec.json"); + + // Create the agent, and provide the kernel with the OpenAPI function tools to the agent. + var agent = new ChatCompletionAgent() + { + Kernel = kernel, + Instructions = "You are a helpful assistant", + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Run the agent with the OpenAPI function tools. + await foreach (var result in agent.InvokeAsync("Please list the names, colors and descriptions of all the labels available in the microsoft/agent-framework repository on github.")) + { + Console.WriteLine(result.Message); + } +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + // Load the OpenAPI Spec from a file. + KernelPlugin plugin = await OpenApiKernelPluginFactory.CreateFromOpenApiAsync("github", "OpenAPISpec.json"); + + // Convert the Semantic Kernel plugin to Agent Framework function tools. + // This requires a dummy Kernel instance, since KernelFunctions cannot execute without one. + Kernel kernel = new(); + List tools = plugin.Select(x => x.WithKernel(kernel)).Cast().ToList(); + + // Create the chat client and agent, and provide the OpenAPI function tools to the agent. + AIAgent agent = new AzureOpenAIClient( + new Uri(endpoint), + new AzureCliCredential()) + .GetChatClient(deploymentName) + .CreateAIAgent(instructions: "You are a helpful assistant", tools: tools); + + // Run the agent with the OpenAPI function tools. + Console.WriteLine(await agent.RunAsync("Please list the names, colors and descriptions of all the labels available in the microsoft/agent-framework repository on github.")); +} diff --git a/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionWithFile.cs b/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionWithFile.cs new file mode 100644 index 000000000000..b62006558376 --- /dev/null +++ b/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionWithFile.cs @@ -0,0 +1,145 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.ChatCompletion; +using Resources; + +namespace ChatCompletion; + +/// +/// This sample shows how to use binary file and inline Base64 inputs, like PDFs, with Google Gemini's chat completion. +/// +public class Google_GeminiChatCompletionWithFile(ITestOutputHelper output) : BaseTest(output) +{ + [Fact] + public async Task GoogleAIChatCompletionWithLocalFile() + { + Console.WriteLine("============= Google AI - Gemini Chat Completion With Local File ============="); + + Assert.NotNull(TestConfiguration.GoogleAI.ApiKey); + Assert.NotNull(TestConfiguration.GoogleAI.Gemini.ModelId); + + Kernel kernel = Kernel.CreateBuilder() + .AddGoogleAIGeminiChatCompletion(TestConfiguration.GoogleAI.Gemini.ModelId, TestConfiguration.GoogleAI.ApiKey) + .Build(); + + var fileBytes = await EmbeddedResource.ReadAllAsync("employees.pdf"); + + var chatHistory = new ChatHistory("You are a friendly assistant."); + chatHistory.AddUserMessage( + [ + new TextContent("What's in this file?"), + new BinaryContent(fileBytes, "application/pdf") + ]); + + var chatCompletionService = kernel.GetRequiredService(); + + var reply = await chatCompletionService.GetChatMessageContentAsync(chatHistory); + + Console.WriteLine(reply.Content); + } + + [Fact] + public async Task VertexAIChatCompletionWithLocalFile() + { + Console.WriteLine("============= Vertex AI - Gemini Chat Completion With Local File ============="); + + Assert.NotNull(TestConfiguration.VertexAI.BearerKey); + Assert.NotNull(TestConfiguration.VertexAI.Location); + Assert.NotNull(TestConfiguration.VertexAI.ProjectId); + Assert.NotNull(TestConfiguration.VertexAI.Gemini.ModelId); + + Kernel kernel = Kernel.CreateBuilder() + .AddVertexAIGeminiChatCompletion( + modelId: TestConfiguration.VertexAI.Gemini.ModelId, + bearerKey: TestConfiguration.VertexAI.BearerKey, + location: TestConfiguration.VertexAI.Location, + projectId: TestConfiguration.VertexAI.ProjectId) + .Build(); + + var fileBytes = await EmbeddedResource.ReadAllAsync("employees.pdf"); + + var chatHistory = new ChatHistory("You are a friendly assistant."); + chatHistory.AddUserMessage( + [ + new TextContent("What's in this file?"), + new BinaryContent(fileBytes, "application/pdf"), + ]); + + var chatCompletionService = kernel.GetRequiredService(); + + var reply = await chatCompletionService.GetChatMessageContentAsync(chatHistory); + + Console.WriteLine(reply.Content); + } + + [Fact] + public async Task GoogleAIChatCompletionWithBase64DataUri() + { + Console.WriteLine("============= Google AI - Gemini Chat Completion With Base64 Data Uri ============="); + + Assert.NotNull(TestConfiguration.GoogleAI.ApiKey); + Assert.NotNull(TestConfiguration.GoogleAI.Gemini.ModelId); + + Kernel kernel = Kernel.CreateBuilder() + .AddGoogleAIGeminiChatCompletion(TestConfiguration.GoogleAI.Gemini.ModelId, TestConfiguration.GoogleAI.ApiKey) + .Build(); + + var fileBytes = await EmbeddedResource.ReadAllAsync("employees.pdf"); + var fileBase64 = Convert.ToBase64String(fileBytes.ToArray()); + var dataUri = $"data:application/pdf;base64,{fileBase64}"; + + var chatHistory = new ChatHistory("You are a friendly assistant."); + chatHistory.AddUserMessage( + [ + new TextContent("What's in this file?"), + new BinaryContent(dataUri) + // Google AI Gemini AI does not support arbitrary URIs but we can convert a Base64 URI into InlineData with the correct mimeType. + ]); + + var chatCompletionService = kernel.GetRequiredService(); + + var reply = await chatCompletionService.GetChatMessageContentAsync(chatHistory); + + Console.WriteLine(reply.Content); + } + + [Fact] + public async Task VertexAIChatCompletionWithBase64DataUri() + { + Console.WriteLine("============= Vertex AI - Gemini Chat Completion With Base64 Data Uri ============="); + + Assert.NotNull(TestConfiguration.VertexAI.BearerKey); + Assert.NotNull(TestConfiguration.VertexAI.Location); + Assert.NotNull(TestConfiguration.VertexAI.ProjectId); + Assert.NotNull(TestConfiguration.VertexAI.Gemini.ModelId); + + Kernel kernel = Kernel.CreateBuilder() + .AddVertexAIGeminiChatCompletion( + modelId: TestConfiguration.VertexAI.Gemini.ModelId, + bearerKey: TestConfiguration.VertexAI.BearerKey, + location: TestConfiguration.VertexAI.Location, + projectId: TestConfiguration.VertexAI.ProjectId) + .Build(); + + var fileBytes = await EmbeddedResource.ReadAllAsync("employees.pdf"); + var fileBase64 = Convert.ToBase64String(fileBytes.ToArray()); + var dataUri = $"data:application/pdf;base64,{fileBase64}"; + + var chatHistory = new ChatHistory("You are a friendly assistant."); + chatHistory.AddUserMessage( + [ + new TextContent("What's in this file?"), + new BinaryContent(dataUri) + // Vertex AI API does not support URIs outside of inline Base64 or GCS buckets within the same project. The bucket that stores the file must be in the same Google Cloud project that's sending the request. You must always provide the mimeType via the metadata property. + // var content = new BinaryContent(gs://generativeai-downloads/files/employees.pdf); + // content.Metadata = new Dictionary { { "mimeType", "application/pdf" } }; + ]); + + var chatCompletionService = kernel.GetRequiredService(); + + var reply = await chatCompletionService.GetChatMessageContentAsync(chatHistory); + + Console.WriteLine(reply.Content); + } +} diff --git a/dotnet/samples/Concepts/README.md b/dotnet/samples/Concepts/README.md index 0facc49d7196..77fe10e7a8ab 100644 --- a/dotnet/samples/Concepts/README.md +++ b/dotnet/samples/Concepts/README.md @@ -64,6 +64,7 @@ dotnet test -l "console;verbosity=detailed" --filter "FullyQualifiedName=ChatCom - [Google_GeminiChatCompletion](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletion.cs) - [Google_GeminiChatCompletionStreaming](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionStreaming.cs) - [Google_GeminiChatCompletionWithThinkingBudget](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionWithThinkingBudget.cs) +- [Google_GeminiChatCompletionWithFile.cs](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiChatCompletionWithFile.cs) - [Google_GeminiGetModelResult](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiGetModelResult.cs) - [Google_GeminiStructuredOutputs](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiStructuredOutputs.cs) - [Google_GeminiVision](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/Concepts/ChatCompletion/Google_GeminiVision.cs) diff --git a/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package-lock.json b/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package-lock.json index d116ddee57fe..8c3670dc3cf8 100644 --- a/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package-lock.json +++ b/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package-lock.json @@ -5,7 +5,7 @@ "packages": { "": { "dependencies": { - "axios": "^1.9.0" + "axios": "^1.12.0" } }, "node_modules/asynckit": { @@ -15,13 +15,13 @@ "license": "MIT" }, "node_modules/axios": { - "version": "1.9.0", - "resolved": "https://registry.npmjs.org/axios/-/axios-1.9.0.tgz", - "integrity": "sha512-re4CqKTJaURpzbLHtIi6XpDv20/CnpXOtjRY5/CU32L8gU8ek9UIivcfvSWvmKEngmVbrUtPpdDwWDWL7DNHvg==", + "version": "1.12.0", + "resolved": "https://registry.npmjs.org/axios/-/axios-1.12.0.tgz", + "integrity": "sha512-oXTDccv8PcfjZmPGlWsPSwtOJCZ/b6W5jAMCNcfwJbCzDckwG0jrYJFaWH1yvivfCXjVzV/SPDEhMB3Q+DSurg==", "license": "MIT", "dependencies": { "follow-redirects": "^1.15.6", - "form-data": "^4.0.0", + "form-data": "^4.0.4", "proxy-from-env": "^1.1.0" } }, @@ -139,14 +139,15 @@ } }, "node_modules/form-data": { - "version": "4.0.2", - "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.2.tgz", - "integrity": "sha512-hGfm/slu0ZabnNt4oaRZ6uREyfCj6P4fT/n6A1rGV+Z0VdGXjfOhVUpkn6qVQONHGIFwmveGXyDs75+nr6FM8w==", + "version": "4.0.4", + "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.4.tgz", + "integrity": "sha512-KrGhL9Q4zjj0kiUt5OO4Mr/A/jlI2jDYs5eHBpYHPcBEVSiipAvn2Ko2HnPe20rmcuuvMHNdZFp+4IlGTMF0Ow==", "license": "MIT", "dependencies": { "asynckit": "^0.4.0", "combined-stream": "^1.0.8", "es-set-tostringtag": "^2.1.0", + "hasown": "^2.0.2", "mime-types": "^2.1.12" }, "engines": { diff --git a/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package.json b/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package.json index 9467b64db4d6..b541fde4f83e 100644 --- a/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package.json +++ b/dotnet/samples/Demos/ProcessFrameworkWithSignalR/package.json @@ -1,5 +1,5 @@ { "dependencies": { - "axios": "^1.9.0" + "axios": "^1.12.0" } } diff --git a/dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/package.json b/dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/package.json index efba0d8337bb..5685498af825 100644 --- a/dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/package.json +++ b/dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/package.json @@ -32,6 +32,6 @@ "globals": "^15.15.0", "typescript": "~5.7.2", "typescript-eslint": "^8.24.1", - "vite": "^6.2.7" + "vite": "^6.4.1" } } diff --git a/dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/yarn.lock 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sha512-w28IoSUCJpidD/TGviZwwMJckNESJZXFu7NBZ5YJ4mEUnNraUn9Pm8HSZm/jDF1pDWYKspWE7oVphigUPRakIQ== +"@types/estree@1.0.8": + version "1.0.8" + resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.8.tgz#958b91c991b1867ced318bedea0e215ee050726e" + integrity sha512-dWHzHa2WqEXI/O1E9OjrocMTKJl2mSrEolh1Iomrv6U+JuNwaHXsXx9bLu5gG7BUWFIN0skIQJQ/L1rIex4X6w== + "@types/hast@^3.0.0": version "3.0.4" resolved "https://registry.yarnpkg.com/@types/hast/-/hast-3.0.4.tgz#1d6b39993b82cea6ad783945b0508c25903e15aa" @@ -2273,6 +2288,11 @@ fastq@^1.6.0: dependencies: reusify "^1.0.4" +fdir@^6.4.4, fdir@^6.5.0: + version "6.5.0" + resolved "https://registry.yarnpkg.com/fdir/-/fdir-6.5.0.tgz#ed2ab967a331ade62f18d077dae192684d50d350" + integrity sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg== + file-entry-cache@^8.0.0: version "8.0.0" resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-8.0.0.tgz#7787bddcf1131bffb92636c69457bbc0edd6d81f" @@ -2968,6 +2988,11 @@ picomatch@^2.3.1: resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.3.1.tgz#3ba3833733646d9d3e4995946c1365a67fb07a42" integrity sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA== +picomatch@^4.0.2, picomatch@^4.0.3: + version "4.0.3" + resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-4.0.3.tgz#796c76136d1eead715db1e7bad785dedd695a042" + integrity sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q== + postcss@^8.5.3: version "8.5.3" resolved "https://registry.yarnpkg.com/postcss/-/postcss-8.5.3.tgz#1463b6f1c7fb16fe258736cba29a2de35237eafb" @@ -3096,33 +3121,35 @@ reusify@^1.0.4: resolved "https://registry.yarnpkg.com/reusify/-/reusify-1.1.0.tgz#0fe13b9522e1473f51b558ee796e08f11f9b489f" integrity sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw== -rollup@^4.30.1: - version "4.39.0" - resolved "https://registry.yarnpkg.com/rollup/-/rollup-4.39.0.tgz#9dc1013b70c0e2cb70ef28350142e9b81b3f640c" - integrity sha512-thI8kNc02yNvnmJp8dr3fNWJ9tCONDhp6TV35X6HkKGGs9E6q7YWCHbe5vKiTa7TAiNcFEmXKj3X/pG2b3ci0g== +rollup@^4.34.9: + version "4.52.5" + resolved "https://registry.yarnpkg.com/rollup/-/rollup-4.52.5.tgz#96982cdcaedcdd51b12359981f240f94304ec235" + integrity sha512-3GuObel8h7Kqdjt0gxkEzaifHTqLVW56Y/bjN7PSQtkKr0w3V/QYSdt6QWYtd7A1xUtYQigtdUfgj1RvWVtorw== dependencies: - "@types/estree" "1.0.7" + "@types/estree" "1.0.8" optionalDependencies: - "@rollup/rollup-android-arm-eabi" "4.39.0" - "@rollup/rollup-android-arm64" "4.39.0" - "@rollup/rollup-darwin-arm64" "4.39.0" - "@rollup/rollup-darwin-x64" "4.39.0" - "@rollup/rollup-freebsd-arm64" "4.39.0" - "@rollup/rollup-freebsd-x64" "4.39.0" - "@rollup/rollup-linux-arm-gnueabihf" "4.39.0" - "@rollup/rollup-linux-arm-musleabihf" "4.39.0" - "@rollup/rollup-linux-arm64-gnu" "4.39.0" - "@rollup/rollup-linux-arm64-musl" "4.39.0" - "@rollup/rollup-linux-loongarch64-gnu" "4.39.0" - "@rollup/rollup-linux-powerpc64le-gnu" "4.39.0" - "@rollup/rollup-linux-riscv64-gnu" "4.39.0" - "@rollup/rollup-linux-riscv64-musl" "4.39.0" - "@rollup/rollup-linux-s390x-gnu" "4.39.0" - "@rollup/rollup-linux-x64-gnu" "4.39.0" - "@rollup/rollup-linux-x64-musl" "4.39.0" - "@rollup/rollup-win32-arm64-msvc" "4.39.0" - "@rollup/rollup-win32-ia32-msvc" "4.39.0" - "@rollup/rollup-win32-x64-msvc" "4.39.0" + "@rollup/rollup-android-arm-eabi" "4.52.5" + "@rollup/rollup-android-arm64" "4.52.5" + "@rollup/rollup-darwin-arm64" "4.52.5" + "@rollup/rollup-darwin-x64" "4.52.5" + "@rollup/rollup-freebsd-arm64" "4.52.5" + "@rollup/rollup-freebsd-x64" "4.52.5" + "@rollup/rollup-linux-arm-gnueabihf" "4.52.5" + "@rollup/rollup-linux-arm-musleabihf" "4.52.5" + "@rollup/rollup-linux-arm64-gnu" "4.52.5" + "@rollup/rollup-linux-arm64-musl" "4.52.5" + "@rollup/rollup-linux-loong64-gnu" "4.52.5" + "@rollup/rollup-linux-ppc64-gnu" "4.52.5" + "@rollup/rollup-linux-riscv64-gnu" "4.52.5" + "@rollup/rollup-linux-riscv64-musl" "4.52.5" + "@rollup/rollup-linux-s390x-gnu" "4.52.5" + "@rollup/rollup-linux-x64-gnu" "4.52.5" + "@rollup/rollup-linux-x64-musl" "4.52.5" + "@rollup/rollup-openharmony-arm64" "4.52.5" + "@rollup/rollup-win32-arm64-msvc" "4.52.5" + "@rollup/rollup-win32-ia32-msvc" "4.52.5" + "@rollup/rollup-win32-x64-gnu" "4.52.5" + "@rollup/rollup-win32-x64-msvc" "4.52.5" fsevents "~2.3.2" rtl-css-js@^1.16.1: @@ -3223,6 +3250,14 @@ tabster@^8.5.0: keyborg "2.6.0" tslib "^2.3.1" +tinyglobby@^0.2.13: + version "0.2.15" + resolved "https://registry.yarnpkg.com/tinyglobby/-/tinyglobby-0.2.15.tgz#e228dd1e638cea993d2fdb4fcd2d4602a79951c2" + integrity sha512-j2Zq4NyQYG5XMST4cbs02Ak8iJUdxRM0XI5QyxXuZOzKOINmWurp3smXu3y5wDcJrptwpSjgXHzIQxR0omXljQ== + dependencies: + fdir "^6.5.0" + picomatch "^4.0.3" + to-regex-range@^5.0.1: version "5.0.1" resolved "https://registry.yarnpkg.com/to-regex-range/-/to-regex-range-5.0.1.tgz#1648c44aae7c8d988a326018ed72f5b4dd0392e4" @@ -3373,14 +3408,17 @@ vfile@^6.0.0: "@types/unist" "^3.0.0" vfile-message "^4.0.0" -vite@^6.2.7: - version "6.2.7" - resolved "https://registry.yarnpkg.com/vite/-/vite-6.2.7.tgz#699fb6e4b3e65d749480e0087cdbe3f3f0de00fa" - integrity sha512-qg3LkeuinTrZoJHHF94coSaTfIPyBYoywp+ys4qu20oSJFbKMYoIJo0FWJT9q6Vp49l6z9IsJRbHdcGtiKbGoQ== +vite@^6.4.1: + version "6.4.1" + resolved "https://registry.yarnpkg.com/vite/-/vite-6.4.1.tgz#afbe14518cdd6887e240a4b0221ab6d0ce733f96" + integrity sha512-+Oxm7q9hDoLMyJOYfUYBuHQo+dkAloi33apOPP56pzj+vsdJDzr+j1NISE5pyaAuKL4A3UD34qd0lx5+kfKp2g== dependencies: esbuild "^0.25.0" + fdir "^6.4.4" + picomatch "^4.0.2" postcss "^8.5.3" - rollup "^4.30.1" + rollup "^4.34.9" + tinyglobby "^0.2.13" optionalDependencies: fsevents "~2.3.3" diff --git a/dotnet/src/Agents/Orchestration/OrchestrationResult.cs b/dotnet/src/Agents/Orchestration/OrchestrationResult.cs index 978e7bcca74b..755e164c963b 100644 --- a/dotnet/src/Agents/Orchestration/OrchestrationResult.cs +++ b/dotnet/src/Agents/Orchestration/OrchestrationResult.cs @@ -73,12 +73,24 @@ public async ValueTask GetValueAsync(TimeSpan? timeout = null, Cancellat if (timeout.HasValue) { - Task[] tasks = { this._completion.Task }; - if (!Task.WaitAll(tasks, timeout.Value)) +#if NET + try + { + await this._completion.Task.WaitAsync(timeout.Value, cancellationToken).ConfigureAwait(false); + } + catch (TimeoutException) + { + this._logger.LogOrchestrationResultTimeout(this.Orchestration, this.Topic); + throw; + } +#else + Task completedTask = await Task.WhenAny(this._completion.Task, Task.Delay(timeout.Value, cancellationToken)).ConfigureAwait(false); + if (completedTask != this._completion.Task) { this._logger.LogOrchestrationResultTimeout(this.Orchestration, this.Topic); throw new TimeoutException($"Orchestration did not complete within the allowed duration ({timeout})."); } +#endif } this._logger.LogOrchestrationResultComplete(this.Orchestration, this.Topic); diff --git a/dotnet/src/Agents/UnitTests/Orchestration/OrchestrationResultTests.cs b/dotnet/src/Agents/UnitTests/Orchestration/OrchestrationResultTests.cs index 69471949847c..d65a2c5e8b8c 100644 --- a/dotnet/src/Agents/UnitTests/Orchestration/OrchestrationResultTests.cs +++ b/dotnet/src/Agents/UnitTests/Orchestration/OrchestrationResultTests.cs @@ -77,7 +77,6 @@ public async Task GetValueAsync_WithTimeout_ThrowsTimeoutException_WhenTaskDoesN // Act & Assert TimeoutException exception = await Assert.ThrowsAsync(() => result.GetValueAsync(timeout).AsTask()); - Assert.Contains("Orchestration did not complete within the allowed duration", exception.Message); } [Fact] diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationTests.cs index 2c19b210b2c8..82d804d500b3 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationTests.cs @@ -164,6 +164,8 @@ public async Task ShouldReturnValidGeminiMetadataAsync() } Assert.Equal(testDataResponse.UsageMetadata!.PromptTokenCount, metadata.PromptTokenCount); + Assert.Equal(testDataResponse.UsageMetadata!.CachedContentTokenCount, metadata.CachedContentTokenCount); + Assert.Equal(testDataResponse.UsageMetadata!.ThoughtsTokenCount, metadata.ThoughtsTokenCount); Assert.Equal(testDataCandidate.TokenCount, metadata.CurrentCandidateTokenCount); Assert.Equal(testDataResponse.UsageMetadata.CandidatesTokenCount, metadata.CandidatesTokenCount); Assert.Equal(testDataResponse.UsageMetadata.TotalTokenCount, metadata.TotalTokenCount); @@ -207,6 +209,8 @@ public async Task ShouldReturnValidDictionaryMetadataAsync() } Assert.Equal(testDataResponse.UsageMetadata!.PromptTokenCount, metadata[nameof(GeminiMetadata.PromptTokenCount)]); + Assert.Equal(testDataResponse.UsageMetadata!.CachedContentTokenCount, metadata[nameof(GeminiMetadata.CachedContentTokenCount)]); + Assert.Equal(testDataResponse.UsageMetadata!.ThoughtsTokenCount, metadata[nameof(GeminiMetadata.ThoughtsTokenCount)]); Assert.Equal(testDataCandidate.TokenCount, metadata[nameof(GeminiMetadata.CurrentCandidateTokenCount)]); Assert.Equal(testDataResponse.UsageMetadata.CandidatesTokenCount, metadata[nameof(GeminiMetadata.CandidatesTokenCount)]); Assert.Equal(testDataResponse.UsageMetadata.TotalTokenCount, metadata[nameof(GeminiMetadata.TotalTokenCount)]); diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatStreamingTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatStreamingTests.cs index 692da9146b04..808ce2eb6fc4 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatStreamingTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatStreamingTests.cs @@ -174,6 +174,8 @@ public async Task ShouldReturnValidGeminiMetadataAsync() } Assert.Equal(testDataResponse.UsageMetadata!.PromptTokenCount, metadata.PromptTokenCount); + Assert.Equal(testDataResponse.UsageMetadata!.CachedContentTokenCount, metadata.CachedContentTokenCount); + Assert.Equal(testDataResponse.UsageMetadata!.ThoughtsTokenCount, metadata.ThoughtsTokenCount); Assert.Equal(testDataCandidate.TokenCount, metadata.CurrentCandidateTokenCount); Assert.Equal(testDataResponse.UsageMetadata.CandidatesTokenCount, metadata.CandidatesTokenCount); Assert.Equal(testDataResponse.UsageMetadata.TotalTokenCount, metadata.TotalTokenCount); @@ -218,6 +220,8 @@ public async Task ShouldReturnValidDictionaryMetadataAsync() } Assert.Equal(testDataResponse.UsageMetadata!.PromptTokenCount, metadata[nameof(GeminiMetadata.PromptTokenCount)]); + Assert.Equal(testDataResponse.UsageMetadata!.CachedContentTokenCount, metadata[nameof(GeminiMetadata.CachedContentTokenCount)]); + Assert.Equal(testDataResponse.UsageMetadata!.ThoughtsTokenCount, metadata[nameof(GeminiMetadata.ThoughtsTokenCount)]); Assert.Equal(testDataCandidate.TokenCount, metadata[nameof(GeminiMetadata.CurrentCandidateTokenCount)]); Assert.Equal(testDataResponse.UsageMetadata.CandidatesTokenCount, metadata[nameof(GeminiMetadata.CandidatesTokenCount)]); Assert.Equal(testDataResponse.UsageMetadata.TotalTokenCount, metadata[nameof(GeminiMetadata.TotalTokenCount)]); diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs index 31ce6e9946fd..ac50bed9efa9 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs @@ -371,6 +371,33 @@ public void FromChatHistoryAudioAsAudioContentItReturnsWithChatHistory() .SequenceEqual(Convert.FromBase64String(c.Parts![0].InlineData!.InlineData)))); } + [Fact] + public void FromChatHistoryPdfAsBinaryContentItReturnsWithChatHistory() + { + // Arrange + ReadOnlyMemory pdfAsBytes = new byte[] { 0x00, 0x01, 0x02, 0x03 }; + ChatHistory chatHistory = []; + chatHistory.AddUserMessage("user-message"); + chatHistory.AddAssistantMessage("assist-message"); + chatHistory.AddUserMessage(contentItems: + [new BinaryContent(new Uri("https://example-file.com/file.pdf")) { MimeType = "application/pdf" }]); + chatHistory.AddUserMessage(contentItems: + [new BinaryContent(pdfAsBytes, "application/pdf")]); + var executionSettings = new GeminiPromptExecutionSettings(); + + // Act + var request = GeminiRequest.FromChatHistoryAndExecutionSettings(chatHistory, executionSettings); + + // Assert + Assert.Collection(request.Contents, + c => Assert.Equal(chatHistory[0].Content, c.Parts![0].Text), + c => Assert.Equal(chatHistory[1].Content, c.Parts![0].Text), + c => Assert.Equal(chatHistory[2].Items.Cast().Single().Uri, + c.Parts![0].FileData!.FileUri), + c => Assert.True(pdfAsBytes.ToArray() + .SequenceEqual(Convert.FromBase64String(c.Parts![0].InlineData!.InlineData)))); + } + [Fact] public void FromChatHistoryUnsupportedContentItThrowsNotSupportedException() { diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/GoogleAIGeminiChatCompletionServiceTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/GoogleAIGeminiChatCompletionServiceTests.cs index 06e5361de75e..8b1ee874314b 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/GoogleAIGeminiChatCompletionServiceTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/GoogleAIGeminiChatCompletionServiceTests.cs @@ -5,7 +5,9 @@ using System.IO; using System.Net.Http; using System.Text; +using System.Text.Json; using System.Threading.Tasks; +using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.ChatCompletion; using Microsoft.SemanticKernel.Connectors.Google; using Microsoft.SemanticKernel.Services; @@ -144,6 +146,78 @@ public async Task RequestBodyIncludesThinkingConfigWhenSetAsync(int? thinkingBud } } + [Fact] + public async Task GetChatMessageContentsAsyncThrowsExceptionWithEmptyBinaryContentAsync() + { + // Arrange + var sut = new GoogleAIGeminiChatCompletionService("gemini-2.5-pro", "key"); + + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([new BinaryContent()]); + + // Act & Assert + await Assert.ThrowsAsync(() => sut.GetChatMessageContentsAsync(chatHistory)); + } + + [Fact] + public async Task GetChatMessageContentsThrowsExceptionUriOnlyReferenceBinaryContentAsync() + { + // Arrange + var sut = new GoogleAIGeminiChatCompletionService("gemini-2.5-pro", "key"); + + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([new BinaryContent(new Uri("file://testfile.pdf"))]); + + // Act & Assert + await Assert.ThrowsAsync(() => sut.GetChatMessageContentsAsync(chatHistory)); + } + + [Theory] + [InlineData(true)] + [InlineData(false)] + public async Task ItSendsBinaryContentCorrectlyAsync(bool useUriData) + { + // Arrange + var sut = new GoogleAIGeminiChatCompletionService("gemini-2.5-pro", "key", httpClient: this._httpClient); + + var mimeType = "application/pdf"; + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([ + new TextContent("What's in this file?"), + useUriData + ? new BinaryContent($"data:{mimeType};base64,{PdfBase64Data}") + : new BinaryContent(Convert.FromBase64String(PdfBase64Data), mimeType) + ]); + + // Act + await sut.GetChatMessageContentsAsync(chatHistory); + + // Assert + var actualRequestContent = Encoding.UTF8.GetString(this._messageHandlerStub.RequestContent!); + Assert.NotNull(actualRequestContent); + var optionsJson = JsonSerializer.Deserialize(actualRequestContent); + + var contents = optionsJson.GetProperty("contents"); + Assert.Equal(1, contents.GetArrayLength()); + + var parts = contents[0].GetProperty("parts"); + Assert.Equal(2, parts.GetArrayLength()); + + Assert.True(parts[0].TryGetProperty("text", out var prompt)); + Assert.Equal("What's in this file?", prompt.ToString()); + + // Check for the file data + Assert.True(parts[1].TryGetProperty("inlineData", out var inlineData)); + Assert.Equal(JsonValueKind.Object, inlineData.ValueKind); + Assert.Equal(mimeType, inlineData.GetProperty("mimeType").GetString()); + Assert.Equal(PdfBase64Data, inlineData.GetProperty("data").ToString()); + } + + /// + /// Sample PDF data URI for testing. + /// + private const string PdfBase64Data = "JVBERi0xLjQKMSAwIG9iago8PC9UeXBlIC9DYXRhbG9nCi9QYWdlcyAyIDAgUgo+PgplbmRvYmoKMiAwIG9iago8PC9UeXBlIC9QYWdlcwovS2lkcyBbMyAwIFJdCi9Db3VudCAxCj4+CmVuZG9iagozIDAgb2JqCjw8L1R5cGUgL1BhZ2UKL1BhcmVudCAyIDAgUgovTWVkaWFCb3ggWzAgMCA1OTUgODQyXQovQ29udGVudHMgNSAwIFIKL1Jlc291cmNlcyA8PC9Qcm9jU2V0IFsvUERGIC9UZXh0XQovRm9udCA8PC9GMSA0IDAgUj4+Cj4+Cj4+CmVuZG9iago0IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUxCi9OYW1lIC9GMQovQmFzZUZvbnQgL0hlbHZldGljYQovRW5jb2RpbmcgL01hY1JvbWFuRW5jb2RpbmcKPj4KZW5kb2JqCjUgMCBvYmoKPDwvTGVuZ3RoIDUzCj4+CnN0cmVhbQpCVAovRjEgMjAgVGYKMjIwIDQwMCBUZAooRHVtbXkgUERGKSBUagpFVAplbmRzdHJlYW0KZW5kb2JqCnhyZWYKMCA2CjAwMDAwMDAwMDAgNjU1MzUgZgowMDAwMDAwMDA5IDAwMDAwIG4KMDAwMDAwMDA2MyAwMDAwMCBuCjAwMDAwMDAxMjQgMDAwMDAgbgowMDAwMDAwMjc3IDAwMDAwIG4KMDAwMDAwMDM5MiAwMDAwMCBuCnRyYWlsZXIKPDwvU2l6ZSA2Ci9Sb290IDEgMCBSCj4+CnN0YXJ0eHJlZgo0OTUKJSVFT0YK"; + public void Dispose() { this._httpClient.Dispose(); diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/VertexAIGeminiChatCompletionServiceTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/VertexAIGeminiChatCompletionServiceTests.cs index 179705981186..b36bc32f88ac 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/VertexAIGeminiChatCompletionServiceTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Services/VertexAIGeminiChatCompletionServiceTests.cs @@ -5,7 +5,9 @@ using System.IO; using System.Net.Http; using System.Text; +using System.Text.Json; using System.Threading.Tasks; +using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.ChatCompletion; using Microsoft.SemanticKernel.Connectors.Google; using Microsoft.SemanticKernel.Services; @@ -156,6 +158,78 @@ public async Task RequestBodyIncludesThinkingConfigWhenSetAsync(int? thinkingBud } } + [Fact] + public async Task GetChatMessageContentsAsyncThrowsExceptionWithEmptyBinaryContentAsync() + { + // Arrange + var sut = new VertexAIGeminiChatCompletionService("gemini-2.5-pro", "key", "location", "project"); + + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([new BinaryContent()]); + + // Act & Assert + await Assert.ThrowsAsync(() => sut.GetChatMessageContentsAsync(chatHistory)); + } + + [Fact] + public async Task GetChatMessageContentsThrowsExceptionUriOnlyReferenceBinaryContentAsync() + { + // Arrange + var sut = new VertexAIGeminiChatCompletionService("gemini-2.5-pro", "key", "location", "project"); + + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([new BinaryContent(new Uri("file://testfile.pdf"))]); + + // Act & Assert + await Assert.ThrowsAsync(() => sut.GetChatMessageContentsAsync(chatHistory)); + } + + [Theory] + [InlineData(true)] + [InlineData(false)] + public async Task ItSendsBinaryContentCorrectlyAsync(bool useUriData) + { + // Arrange + var sut = new VertexAIGeminiChatCompletionService("gemini-2.5-pro", "key", "location", "project", httpClient: this._httpClient); + + var mimeType = "application/pdf"; + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage([ + new TextContent("What's in this file?"), + useUriData + ? new BinaryContent($"data:{mimeType};base64,{PdfBase64Data}") + : new BinaryContent(Convert.FromBase64String(PdfBase64Data), mimeType) + ]); + + // Act + await sut.GetChatMessageContentsAsync(chatHistory); + + // Assert + var actualRequestContent = Encoding.UTF8.GetString(this._messageHandlerStub.RequestContent!); + Assert.NotNull(actualRequestContent); + var optionsJson = JsonSerializer.Deserialize(actualRequestContent); + + var contents = optionsJson.GetProperty("contents"); + Assert.Equal(1, contents.GetArrayLength()); + + var parts = contents[0].GetProperty("parts"); + Assert.Equal(2, parts.GetArrayLength()); + + Assert.True(parts[0].TryGetProperty("text", out var prompt)); + Assert.Equal("What's in this file?", prompt.ToString()); + + // Check for the file data + Assert.True(parts[1].TryGetProperty("inlineData", out var inlineData)); + Assert.Equal(JsonValueKind.Object, inlineData.ValueKind); + Assert.Equal(mimeType, inlineData.GetProperty("mimeType").GetString()); + Assert.Equal(PdfBase64Data, inlineData.GetProperty("data").ToString()); + } + + /// + /// Sample PDF data URI for testing. + /// + private const string PdfBase64Data = "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"; + public void Dispose() { this._httpClient.Dispose(); diff --git a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs index fbd5b86ee863..ea5d3103029a 100644 --- a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs +++ b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs @@ -791,6 +791,8 @@ private static GeminiMetadata GetResponseMetadata( FinishReason = candidate.FinishReason, Index = candidate.Index, PromptTokenCount = geminiResponse.UsageMetadata?.PromptTokenCount ?? 0, + CachedContentTokenCount = geminiResponse.UsageMetadata?.CachedContentTokenCount ?? 0, + ThoughtsTokenCount = geminiResponse.UsageMetadata?.ThoughtsTokenCount ?? 0, CurrentCandidateTokenCount = candidate.TokenCount, CandidatesTokenCount = geminiResponse.UsageMetadata?.CandidatesTokenCount ?? 0, TotalTokenCount = geminiResponse.UsageMetadata?.TotalTokenCount ?? 0, diff --git a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs index b70ad9a0fbab..29ac3c53f63c 100644 --- a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs +++ b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs @@ -224,6 +224,7 @@ private static List CreateGeminiParts(ChatMessageContent content) TextContent textContent => new GeminiPart { Text = textContent.Text }, ImageContent imageContent => CreateGeminiPartFromImage(imageContent), AudioContent audioContent => CreateGeminiPartFromAudio(audioContent), + BinaryContent binaryContent => CreateGeminiPartFromBinary(binaryContent), _ => throw new NotSupportedException($"Unsupported content type. {item.GetType().Name} is not supported by Gemini.") }; @@ -299,6 +300,42 @@ private static string GetMimeTypeFromAudioContent(AudioContent audioContent) ?? throw new InvalidOperationException("Audio content MimeType is empty."); } + private static GeminiPart CreateGeminiPartFromBinary(BinaryContent binaryContent) + { + // Binary data takes precedence over URI. + if (binaryContent.Data is { IsEmpty: false }) + { + return new GeminiPart + { + InlineData = new GeminiPart.InlineDataPart + { + MimeType = GetMimeTypeFromBinaryContent(binaryContent), + InlineData = Convert.ToBase64String(binaryContent.Data.Value.ToArray()) + } + }; + } + + if (binaryContent.Uri is not null) + { + return new GeminiPart + { + FileData = new GeminiPart.FileDataPart + { + MimeType = GetMimeTypeFromBinaryContent(binaryContent), + FileUri = binaryContent.Uri ?? throw new InvalidOperationException("Binary content URI is empty.") + } + }; + } + + throw new InvalidOperationException("Binary content does not contain any data or uri."); + } + + private static string GetMimeTypeFromBinaryContent(BinaryContent binaryContent) + { + return binaryContent.MimeType + ?? throw new InvalidOperationException("Binary content MimeType is empty."); + } + private static void AddConfiguration(GeminiPromptExecutionSettings executionSettings, GeminiRequest request) { request.Configuration = new ConfigurationElement diff --git a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiResponse.cs b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiResponse.cs index 5a028c459a14..04802e3dfd15 100644 --- a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiResponse.cs +++ b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiResponse.cs @@ -39,6 +39,18 @@ internal sealed class UsageMetadataElement [JsonPropertyName("promptTokenCount")] public int PromptTokenCount { get; set; } + /// + /// Gets the number of cached content tokens used. + /// + [JsonPropertyName("cachedContentTokenCount")] + public int CachedContentTokenCount { get; set; } + + /// + /// Gets the number of thoughts tokens used. + /// + [JsonPropertyName("thoughtsTokenCount")] + public int ThoughtsTokenCount { get; set; } + /// /// Gets the count of used tokens for all candidates. /// diff --git a/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiMetadata.cs b/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiMetadata.cs index bd03d4cba9ea..1765cebb6ce5 100644 --- a/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiMetadata.cs +++ b/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiMetadata.cs @@ -44,12 +44,21 @@ public int PromptTokenCount } /// - /// The count of token in the current candidate. + /// The count of cached content tokens. /// - public int CurrentCandidateTokenCount + public int CachedContentTokenCount { - get => (this.GetValueFromDictionary(nameof(this.CurrentCandidateTokenCount)) as int?) ?? 0; - internal init => this.SetValueInDictionary(value, nameof(this.CurrentCandidateTokenCount)); + get => (this.GetValueFromDictionary(nameof(this.CachedContentTokenCount)) as int?) ?? 0; + internal init => this.SetValueInDictionary(value, nameof(this.CachedContentTokenCount)); + } + + /// + /// The count of thoughts tokens. + /// + public int ThoughtsTokenCount + { + get => (this.GetValueFromDictionary(nameof(this.ThoughtsTokenCount)) as int?) ?? 0; + internal init => this.SetValueInDictionary(value, nameof(this.ThoughtsTokenCount)); } /// @@ -61,6 +70,15 @@ public int CandidatesTokenCount internal init => this.SetValueInDictionary(value, nameof(this.CandidatesTokenCount)); } + /// + /// The count of token in the current candidate. + /// + public int CurrentCandidateTokenCount + { + get => (this.GetValueFromDictionary(nameof(this.CurrentCandidateTokenCount)) as int?) ?? 0; + internal init => this.SetValueInDictionary(value, nameof(this.CurrentCandidateTokenCount)); + } + /// /// The total count of tokens (prompt + total candidates token count). /// diff --git a/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Core/ClientCoreTests.cs b/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Core/ClientCoreTests.cs index 954dc539d609..5986b89564bc 100644 --- a/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Core/ClientCoreTests.cs +++ b/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Core/ClientCoreTests.cs @@ -399,4 +399,78 @@ private void AddMessagesWithFunctionCallsWithValidFunctionName() }), false); } } + + [Fact] + public void NonInvocableToolHasValidParametersSchema() + { + // Arrange & Act + // Access the NonInvocableTool through reflection since it's protected + var clientCoreType = typeof(ClientCore); + var nonInvocableToolField = clientCoreType.GetField("s_nonInvocableFunctionTool", + System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Static); + + Assert.NotNull(nonInvocableToolField); + + var nonInvocableTool = (ChatTool)nonInvocableToolField.GetValue(null)!; + + // Assert + Assert.NotNull(nonInvocableTool); + Assert.Equal("NonInvocableTool", nonInvocableTool.FunctionName); + Assert.Equal("A placeholder tool used when no real tools are available", nonInvocableTool.FunctionDescription); + + // Verify that parameters are not null (this is the key fix for Mistral compatibility) + Assert.NotNull(nonInvocableTool.FunctionParameters); + + // Verify the parameters contain a valid JSON schema + var parametersJson = nonInvocableTool.FunctionParameters.ToString(); + Assert.Contains("\"type\":\"object\"", parametersJson); + Assert.Contains("\"required\":[]", parametersJson); + Assert.Contains("\"properties\":{}", parametersJson); + + // Verify it's valid JSON + var parsedJson = JsonSerializer.Deserialize(parametersJson); + Assert.Equal(JsonValueKind.Object, parsedJson.ValueKind); + Assert.True(parsedJson.TryGetProperty("type", out var typeProperty)); + Assert.Equal("object", typeProperty.GetString()); + Assert.True(parsedJson.TryGetProperty("required", out var requiredProperty)); + Assert.Equal(JsonValueKind.Array, requiredProperty.ValueKind); + Assert.Equal(0, requiredProperty.GetArrayLength()); + Assert.True(parsedJson.TryGetProperty("properties", out var propertiesProperty)); + Assert.Equal(JsonValueKind.Object, propertiesProperty.ValueKind); + } + + [Fact] + public void NonInvocableToolSchemaIsCompatibleWithMistral() + { + // Arrange & Act + var clientCoreType = typeof(ClientCore); + var nonInvocableToolField = clientCoreType.GetField("s_nonInvocableFunctionTool", + System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Static); + + var nonInvocableTool = (ChatTool)nonInvocableToolField!.GetValue(null)!; + + // Assert + // This test verifies that the tool schema meets Mistral's requirements: + // 1. Has a parameters field (not null) + // 2. Parameters field contains valid JSON schema + // 3. Schema has required type, properties, and required fields + + Assert.NotNull(nonInvocableTool.FunctionParameters); + + var parametersJson = nonInvocableTool.FunctionParameters.ToString(); + var schema = JsonSerializer.Deserialize(parametersJson); + + // Verify all required fields for Mistral compatibility + Assert.True(schema.TryGetProperty("type", out _), "Schema must have 'type' field"); + Assert.True(schema.TryGetProperty("properties", out _), "Schema must have 'properties' field"); + Assert.True(schema.TryGetProperty("required", out _), "Schema must have 'required' field"); + + // Verify the schema structure matches what Mistral expects + Assert.Equal("object", schema.GetProperty("type").GetString()); + Assert.Equal(JsonValueKind.Object, schema.GetProperty("properties").ValueKind); + Assert.Equal(JsonValueKind.Array, schema.GetProperty("required").ValueKind); + + // This ensures the tool won't cause 422 errors with Mistral APIs + // as described in GitHub issue #13232 + } } diff --git a/dotnet/src/Connectors/Connectors.OpenAI/Core/ClientCore.ChatCompletion.cs b/dotnet/src/Connectors/Connectors.OpenAI/Core/ClientCore.ChatCompletion.cs index 2dce2194b57e..604bd25170ca 100644 --- a/dotnet/src/Connectors/Connectors.OpenAI/Core/ClientCore.ChatCompletion.cs +++ b/dotnet/src/Connectors/Connectors.OpenAI/Core/ClientCore.ChatCompletion.cs @@ -58,7 +58,10 @@ protected record ToolCallingConfig(IList? Tools, ChatToolChoice? Choic protected const int MaxInflightAutoInvokes = 128; /// Singleton tool used when tool call count drops to 0 but we need to supply tools to keep the service happy. - protected static readonly ChatTool s_nonInvocableFunctionTool = ChatTool.CreateFunctionTool("NonInvocableTool"); + protected static readonly ChatTool s_nonInvocableFunctionTool = ChatTool.CreateFunctionTool( + functionName: "NonInvocableTool", + functionDescription: "A placeholder tool used when no real tools are available", + functionParameters: BinaryData.FromString("""{"type":"object","required":[],"properties":{}}""")); /// /// Instance of for metrics. diff --git a/dotnet/src/Experimental/Process.LocalRuntime/LocalAgentStep.cs b/dotnet/src/Experimental/Process.LocalRuntime/LocalAgentStep.cs index 6ce3fc248b06..990afc54113a 100644 --- a/dotnet/src/Experimental/Process.LocalRuntime/LocalAgentStep.cs +++ b/dotnet/src/Experimental/Process.LocalRuntime/LocalAgentStep.cs @@ -45,7 +45,16 @@ internal override async Task HandleMessageAsync(ProcessMessage message) await this._initializeTask.Value.ConfigureAwait(false); string targetFunction = "Invoke"; - KernelArguments arguments = new() { { "message", message.TargetEventData }, { "writtenToThread", message.writtenToThread == this._agentThread.ThreadId } }; + KernelArguments arguments = new() + { + { "message", message.TargetEventData switch + { + KernelProcessEventData proxyData => proxyData.ToObject(), + _ => message.TargetEventData + } + }, + { "writtenToThread", message.writtenToThread == this._agentThread.ThreadId } + }; if (!this._functions.TryGetValue(targetFunction, out KernelFunction? function) || function == null) { throw new ArgumentException($"Function Invoke not found in plugin {this.Name}"); diff --git a/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiChatCompletionTests.cs b/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiChatCompletionTests.cs index 7645d9cf107e..80aa7aeb5853 100644 --- a/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiChatCompletionTests.cs +++ b/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiChatCompletionTests.cs @@ -381,6 +381,32 @@ public async Task ChatGenerationAudioUriAsync(ServiceType serviceType) Assert.Contains("brooklyn bridge", response.Content, StringComparison.OrdinalIgnoreCase); } + [RetryTheory] + [InlineData(ServiceType.GoogleAI, Skip = "This test is for manual verification.")] + [InlineData(ServiceType.VertexAI, Skip = "This test is for manual verification.")] + public async Task ChatGenerationWithBinaryFileDataAsync(ServiceType serviceType) + { + // Arrange + Memory file = await File.ReadAllBytesAsync(Path.Combine("TestData", "employees.pdf")); + var chatHistory = new ChatHistory(); + var messageContent = new ChatMessageContent(AuthorRole.User, items: + [ + new TextContent("What positions do the employees have?"), + new BinaryContent(file, "application/pdf") + ]); + chatHistory.Add(messageContent); + + var sut = this.GetChatService(serviceType); + + // Act + var response = await sut.GetChatMessageContentAsync(chatHistory); + + // Assert + Assert.NotNull(response.Content); + this.Output.WriteLine(response.Content); + Assert.Contains("accountant", response.Content, StringComparison.OrdinalIgnoreCase); + } + [RetryTheory] [InlineData(ServiceType.GoogleAI, Skip = "Currently GoogleAI always returns zero tokens.")] [InlineData(ServiceType.VertexAI, Skip = "This test is for manual verification.")] @@ -409,6 +435,8 @@ public async Task ChatGenerationReturnsUsedTokensAsync(ServiceType serviceType) Assert.True(geminiMetadata.CandidatesTokenCount > 0); Assert.True(geminiMetadata.PromptTokenCount > 0); Assert.True(geminiMetadata.CurrentCandidateTokenCount > 0); + Assert.True(geminiMetadata.CachedContentTokenCount > 0); + Assert.True(geminiMetadata.ThoughtsTokenCount > 0); } [RetryTheory] @@ -433,10 +461,14 @@ public async Task ChatStreamingReturnsUsedTokensAsync(ServiceType serviceType) this.Output.WriteLine($"TotalTokenCount: {geminiMetadata.TotalTokenCount}"); this.Output.WriteLine($"CandidatesTokenCount: {geminiMetadata.CandidatesTokenCount}"); this.Output.WriteLine($"PromptTokenCount: {geminiMetadata.PromptTokenCount}"); + this.Output.WriteLine($"CachedContentTokenCount: {geminiMetadata.CachedContentTokenCount}"); + this.Output.WriteLine($"ThoughtsTokenCount: {geminiMetadata.ThoughtsTokenCount}"); this.Output.WriteLine($"CurrentCandidateTokenCount: {geminiMetadata.CurrentCandidateTokenCount}"); Assert.True(geminiMetadata.TotalTokenCount > 0); Assert.True(geminiMetadata.CandidatesTokenCount > 0); Assert.True(geminiMetadata.PromptTokenCount > 0); + Assert.True(geminiMetadata.CachedContentTokenCount > 0); + Assert.True(geminiMetadata.ThoughtsTokenCount > 0); Assert.True(geminiMetadata.CurrentCandidateTokenCount > 0); } diff --git a/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoDynamicMapper.cs b/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoDynamicMapper.cs index 91f732856047..71931f75ed1d 100644 --- a/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoDynamicMapper.cs +++ b/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoDynamicMapper.cs @@ -30,13 +30,15 @@ public BsonDocument MapFromDataToStorageModel(Dictionary dataMo : keyValue switch { string s => s, + Guid g => BsonValue.Create(g), + ObjectId o => o, + long i => i, + int i => i, + null => throw new InvalidOperationException($"Key property '{model.KeyProperty.ModelName}' is null."), _ => throw new InvalidCastException($"Key property '{model.KeyProperty.ModelName}' must be a string.") }; - document[MongoConstants.MongoReservedKeyPropertyName] = (string)(dataModel[model.KeyProperty.ModelName] - ?? throw new InvalidOperationException($"Key property '{model.KeyProperty.ModelName}' is null.")); - foreach (var property in model.DataProperties) { if (dataModel.TryGetValue(property.ModelName, out var dataValue)) @@ -88,9 +90,22 @@ Embedding e switch (property) { case KeyPropertyModel keyProperty: - result[keyProperty.ModelName] = storageModel.TryGetValue(MongoConstants.MongoReservedKeyPropertyName, out var keyValue) - ? keyValue.AsString - : throw new InvalidOperationException("No key property was found in the record retrieved from storage."); + if (!storageModel.TryGetValue(MongoConstants.MongoReservedKeyPropertyName, out var keyValue)) + { + throw new InvalidOperationException("No key property was found in the record retrieved from storage."); + } + + result[keyProperty.ModelName] = keyProperty.Type switch + { + var t when t == typeof(string) => keyValue.AsString, + var t when t == typeof(Guid) => keyValue.AsGuid, + var t when t == typeof(ObjectId) => keyValue.AsObjectId, + var t when t == typeof(long) => keyValue.AsInt64, + var t when t == typeof(int) => keyValue.AsInt32, + + _ => throw new UnreachableException() + }; + continue; case DataPropertyModel dataProperty: diff --git a/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoModelBuilder.cs b/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoModelBuilder.cs index 43ca3cfdb1d8..bb6d9e2daa2d 100644 --- a/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoModelBuilder.cs +++ b/dotnet/src/InternalUtilities/connectors/Memory/MongoDB/MongoModelBuilder.cs @@ -44,9 +44,9 @@ protected override void ProcessTypeProperties(Type type, VectorStoreCollectionDe protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string, Guid, ObjectId"; + supportedTypes = "string, int, long, Guid, ObjectId"; - return type == typeof(string) || type == typeof(Guid) || type == typeof(ObjectId); + return type == typeof(string) || type == typeof(int) || type == typeof(long) || type == typeof(Guid) || type == typeof(ObjectId); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs index 433ee30703b4..02f531dbe9b5 100644 --- a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs +++ b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs @@ -53,7 +53,7 @@ internal static class ModelDiagnostics return null; } - const string OperationName = "text.completions"; + const string OperationName = "text_completion"; var activity = s_activitySource.StartActivityWithTags( $"{OperationName} {modelName}", [ @@ -105,7 +105,7 @@ internal static class ModelDiagnostics return null; } - const string OperationName = "chat.completions"; + const string OperationName = "chat"; var activity = s_activitySource.StartActivityWithTags( $"{OperationName} {modelName}", [ @@ -651,13 +651,15 @@ private static class ModelDiagnosticsTags public const string UserMessage = "gen_ai.user.message"; public const string AssistantMessage = "gen_ai.assistant.message"; public const string ToolMessage = "gen_ai.tool.message"; + public const string DeveloperMessage = "gen_ai.tool.developer"; public const string Choice = "gen_ai.choice"; public static readonly Dictionary RoleToEventMap = new() { { AuthorRole.System, SystemMessage }, { AuthorRole.User, UserMessage }, { AuthorRole.Assistant, AssistantMessage }, - { AuthorRole.Tool, ToolMessage } + { AuthorRole.Tool, ToolMessage }, + { AuthorRole.Developer, DeveloperMessage } }; } # endregion diff --git a/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollection.cs b/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollection.cs index 9792adfdfffc..2a718a006f8e 100644 --- a/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollection.cs +++ b/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollection.cs @@ -83,9 +83,9 @@ internal AzureAISearchCollection(SearchIndexClient searchIndexClient, string nam Verify.NotNull(searchIndexClient); Verify.NotNullOrWhiteSpace(name); - if (typeof(TKey) != typeof(string) && typeof(TKey) != typeof(object)) + if (typeof(TKey) != typeof(string) && typeof(TKey) != typeof(Guid) && typeof(TKey) != typeof(object)) { - throw new NotSupportedException("Only string keys are supported."); + throw new NotSupportedException("Only string and Guid keys are supported."); } options ??= AzureAISearchCollectionOptions.Default; @@ -400,8 +400,8 @@ public override async IAsyncEnumerable> SearchAsync< options, top, floatVector is null - ? new VectorizableTextQuery((string)(object)searchValue) { KNearestNeighborsCount = top, Fields = { vectorProperty.StorageName } } - : new VectorizedQuery(floatVector.Value) { KNearestNeighborsCount = top, Fields = { vectorProperty.StorageName } }); + ? new VectorizableTextQuery((string)(object)searchValue) { KNearestNeighborsCount = top + options.Skip, Fields = { vectorProperty.StorageName } } + : new VectorizedQuery(floatVector.Value) { KNearestNeighborsCount = top + options.Skip, Fields = { vectorProperty.StorageName } }); await foreach (var record in this.SearchAndMapToDataModelAsync(null, searchOptions, options.IncludeVectors, cancellationToken).ConfigureAwait(false)) { @@ -442,8 +442,8 @@ public async IAsyncEnumerable> HybridSearchAsync s, + Guid g => g.ToString(), + + _ => throw new UnreachableException("string key should have been validated during model building") + }; Verify.NotNullOrWhiteSpace(stringKey, nameof(key)); diff --git a/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollectionCreateMapping.cs b/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollectionCreateMapping.cs index f56042479fe1..d39019a729ad 100644 --- a/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollectionCreateMapping.cs +++ b/dotnet/src/VectorData/AzureAISearch/AzureAISearchCollectionCreateMapping.cs @@ -76,8 +76,10 @@ public static (VectorSearchField vectorSearchField, VectorSearchAlgorithmConfigu { IndexKind.Hnsw => new HnswAlgorithmConfiguration(algorithmConfigName) { Parameters = new HnswParameters { Metric = algorithmMetric } }, IndexKind.Flat => new ExhaustiveKnnAlgorithmConfiguration(algorithmConfigName) { Parameters = new ExhaustiveKnnParameters { Metric = algorithmMetric } }, - _ => throw new InvalidOperationException($"Index kind '{indexKind}' on {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Azure AI Search VectorStore.") + + _ => throw new NotSupportedException($"Index kind '{indexKind}' on {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Azure AI Search VectorStore.") }; + var vectorSearchProfile = new VectorSearchProfile(vectorSearchProfileName, algorithmConfigName); return (new VectorSearchField(vectorProperty.StorageName, vectorProperty.Dimensions, vectorSearchProfileName), algorithmConfiguration, vectorSearchProfile); @@ -105,7 +107,8 @@ public static VectorSearchAlgorithmMetric GetSDKDistanceAlgorithm(VectorProperty DistanceFunction.CosineSimilarity or null => VectorSearchAlgorithmMetric.Cosine, DistanceFunction.DotProductSimilarity => VectorSearchAlgorithmMetric.DotProduct, DistanceFunction.EuclideanDistance => VectorSearchAlgorithmMetric.Euclidean, - _ => throw new InvalidOperationException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Azure AI Search VectorStore.") + + _ => throw new NotSupportedException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Azure AI Search VectorStore.") }; /// @@ -142,6 +145,6 @@ public static SearchFieldDataType GetSDKFieldDataType(Type propertyType) Type t when t == typeof(DateTimeOffset[]) => SearchFieldDataType.Collection(SearchFieldDataType.DateTimeOffset), Type t when t == typeof(List) => SearchFieldDataType.Collection(SearchFieldDataType.DateTimeOffset), - _ => throw new InvalidOperationException($"Data type '{propertyType}' for {nameof(VectorStoreDataProperty)} is not supported by the Azure AI Search VectorStore.") + _ => throw new NotSupportedException($"Data type '{propertyType}' for {nameof(VectorStoreDataProperty)} is not supported by the Azure AI Search VectorStore.") }; } diff --git a/dotnet/src/VectorData/AzureAISearch/AzureAISearchDynamicMapper.cs b/dotnet/src/VectorData/AzureAISearch/AzureAISearchDynamicMapper.cs index ddf1366a2fe7..bf7ec744f269 100644 --- a/dotnet/src/VectorData/AzureAISearch/AzureAISearchDynamicMapper.cs +++ b/dotnet/src/VectorData/AzureAISearch/AzureAISearchDynamicMapper.cs @@ -29,8 +29,10 @@ public JsonObject MapFromDataToStorageModel(Dictionary dataMode : keyValue switch { string s => s, + Guid g => g.ToString(), + null => throw new InvalidOperationException($"Key property '{model.KeyProperty.ModelName}' is null."), - _ => throw new InvalidCastException($"Key property '{model.KeyProperty.ModelName}' must be a string.") + _ => throw new InvalidCastException($"Key property '{model.KeyProperty.ModelName}' must be a string or Guid.") }; foreach (var dataProperty in model.DataProperties) @@ -97,9 +99,16 @@ public JsonObject MapFromDataToStorageModel(Dictionary dataMode switch (property) { case KeyPropertyModel keyProperty: - result[keyProperty.ModelName] = (string?)storageModel[keyProperty.StorageName] + var key = (string?)storageModel[keyProperty.StorageName] ?? throw new InvalidOperationException($"The key property '{keyProperty.StorageName}' is missing from the record retrieved from storage."); + result[keyProperty.ModelName] = keyProperty.Type switch + { + var t when t == typeof(string) => key, + var t when t == typeof(Guid) => Guid.Parse(key), + _ => throw new UnreachableException() + }; + continue; case DataPropertyModel dataProperty: diff --git a/dotnet/src/VectorData/AzureAISearch/AzureAISearchModelBuilder.cs b/dotnet/src/VectorData/AzureAISearch/AzureAISearchModelBuilder.cs index f5101e741ec2..b281a79cbfc6 100644 --- a/dotnet/src/VectorData/AzureAISearch/AzureAISearchModelBuilder.cs +++ b/dotnet/src/VectorData/AzureAISearch/AzureAISearchModelBuilder.cs @@ -31,9 +31,9 @@ protected override bool IsVectorPropertyTypeValid(Type type, [NotNullWhen(false) internal static bool IsKeyPropertyTypeValidCore(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } internal static bool IsDataPropertyTypeValidCore(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoCollection.cs b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoCollection.cs index 02883f452c5c..16dba308f78f 100644 --- a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoCollection.cs +++ b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoCollection.cs @@ -67,6 +67,8 @@ public class CosmosMongoCollection : VectorStoreCollectionThe size of the dynamic candidate list for search. private readonly int _efSearch; + private static readonly Type[] s_validKeyTypes = [typeof(string), typeof(Guid), typeof(ObjectId), typeof(int), typeof(long)]; + /// /// Initializes a new instance of the class. /// @@ -95,9 +97,9 @@ internal CosmosMongoCollection(IMongoDatabase mongoDatabase, string name, Func. /// private static DistanceFunction GetDistanceFunction(string? distanceFunction, string vectorPropertyName) - { - if (string.IsNullOrWhiteSpace(distanceFunction)) - { - // Use default distance function. - return DistanceFunction.Cosine; - } - - return distanceFunction switch + => distanceFunction switch { - SKDistanceFunction.CosineSimilarity => DistanceFunction.Cosine, + SKDistanceFunction.CosineSimilarity or null => DistanceFunction.Cosine, SKDistanceFunction.DotProductSimilarity => DistanceFunction.DotProduct, SKDistanceFunction.EuclideanDistance => DistanceFunction.Euclidean, - _ => throw new InvalidOperationException($"Distance function '{distanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorPropertyName}' is not supported by the Azure CosmosDB NoSQL VectorStore.") + + _ => throw new NotSupportedException($"Distance function '{distanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorPropertyName}' is not supported by the Azure CosmosDB NoSQL VectorStore.") }; - } /// /// Returns based on vector property type. @@ -852,13 +848,24 @@ private static IEnumerable GetCompositeKeys(IEnumerable => keys switch { IEnumerable k => k, + IEnumerable k => k.Select(key => new CosmosNoSqlCompositeKey(recordKey: key, partitionKey: key)), + + IEnumerable k => k.Select(key => + { + var guidString = key.ToString(); + return new CosmosNoSqlCompositeKey(recordKey: guidString, partitionKey: guidString); + }), + IEnumerable k => k.Select(key => key switch { string s => new CosmosNoSqlCompositeKey(recordKey: s, partitionKey: s), + Guid g when g.ToString() is var guidString => new CosmosNoSqlCompositeKey(recordKey: guidString, partitionKey: guidString), CosmosNoSqlCompositeKey ck => ck, + _ => throw new ArgumentException($"Invalid key type '{key.GetType().Name}'.") }), + _ => throw new UnreachableException() }; diff --git a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlDynamicMapper.cs b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlDynamicMapper.cs index f76b3f651c7f..8f84593a5a6b 100644 --- a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlDynamicMapper.cs +++ b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlDynamicMapper.cs @@ -29,6 +29,8 @@ public JsonObject MapFromDataToStorageModel(Dictionary dataMode : keyValue switch { string s => s, + Guid g => g.ToString(), + null => throw new InvalidOperationException($"Key property '{model.KeyProperty.ModelName}' is null."), _ => throw new InvalidCastException($"Key property '{model.KeyProperty.ModelName}' must be a string.") }; @@ -121,9 +123,16 @@ static bool TryGetReadOnlyMemory(object value, [NotNullWhen(true)] out ReadOn switch (property) { case KeyPropertyModel keyProperty: - result[keyProperty.ModelName] = storageModel.TryGetPropertyValue(CosmosNoSqlConstants.ReservedKeyPropertyName, out var keyValue) - ? keyValue?.GetValue() - : throw new InvalidOperationException("No key property was found in the record retrieved from storage."); + var key = (string?)storageModel[CosmosNoSqlConstants.ReservedKeyPropertyName] + ?? throw new InvalidOperationException($"The key property '{keyProperty.StorageName}' is missing from the record retrieved from storage."); + + result[keyProperty.ModelName] = keyProperty.Type switch + { + var t when t == typeof(string) => key, + var t when t == typeof(Guid) => Guid.Parse(key), + _ => throw new UnreachableException() + }; + continue; case DataPropertyModel dataProperty: diff --git a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlModelBuilder.cs b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlModelBuilder.cs index 74781065891b..6690a0ca150c 100644 --- a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlModelBuilder.cs +++ b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlModelBuilder.cs @@ -23,10 +23,9 @@ internal class CosmosNoSqlModelBuilder() : CollectionJsonModelBuilder(s_modelBui protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - // TODO: Cosmos supports other key types (int, Guid...) - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/MongoDB/MongoCollection.cs b/dotnet/src/VectorData/MongoDB/MongoCollection.cs index bb9716ecbba5..565667bda0e3 100644 --- a/dotnet/src/VectorData/MongoDB/MongoCollection.cs +++ b/dotnet/src/VectorData/MongoDB/MongoCollection.cs @@ -76,7 +76,7 @@ public class MongoCollection : VectorStoreCollectionTypes of keys permitted. - private readonly Type[] _validKeyTypes = [typeof(string), typeof(Guid), typeof(ObjectId)]; + private static readonly Type[] s_validKeyTypes = [typeof(string), typeof(Guid), typeof(ObjectId), typeof(int), typeof(long)]; /// /// Initializes a new instance of the class. @@ -106,9 +106,9 @@ internal MongoCollection(IMongoDatabase mongoDatabase, string name, Func "cosine", DistanceFunction.DotProductSimilarity => "dotProduct", DistanceFunction.EuclideanDistance => "euclidean", - _ => throw new InvalidOperationException($"Distance function '{distanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorPropertyName}' is not supported by the MongoDB VectorStore.") + + _ => throw new NotSupportedException($"Distance function '{distanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorPropertyName}' is not supported by the MongoDB VectorStore.") }; } diff --git a/dotnet/src/VectorData/PgVector/PostgresCollection.cs b/dotnet/src/VectorData/PgVector/PostgresCollection.cs index 7cfcfc74ac5b..da650d150828 100644 --- a/dotnet/src/VectorData/PgVector/PostgresCollection.cs +++ b/dotnet/src/VectorData/PgVector/PostgresCollection.cs @@ -199,6 +199,11 @@ public override async Task UpsertAsync(TRecord record, CancellationToken cancell generatedEmbeddings[vectorProperty] = [await halfTask.ConfigureAwait(false)]; } #endif + else if (vectorProperty.TryGenerateEmbedding(record, cancellationToken, out var binaryTask)) + { + generatedEmbeddings ??= new Dictionary>(vectorPropertyCount); + generatedEmbeddings[vectorProperty] = [await binaryTask.ConfigureAwait(false)]; + } else { throw new InvalidOperationException( @@ -420,10 +425,9 @@ _ when vectorProperty.EmbeddingGenerator is IEmbeddingGenerator b, - // TODO: Uncomment once we sync to the latest MEAI - // BinaryEmbedding e => e.Vector, - // _ when vectorProperty.EmbeddingGenerator is IEmbeddingGenerator generator - // => (await generator.GenerateEmbeddingAsync(value, cancellationToken: cancellationToken).ConfigureAwait(false)).Vector, + BinaryEmbedding e => e.Vector, + _ when vectorProperty.EmbeddingGenerator is IEmbeddingGenerator generator + => await generator.GenerateAsync(searchValue, cancellationToken: cancellationToken).ConfigureAwait(false), // Sparse SparseVector sv => sv, diff --git a/dotnet/src/VectorData/PgVector/PostgresMapper.cs b/dotnet/src/VectorData/PgVector/PostgresMapper.cs index 70aafb7e2ebb..f824f4f5894b 100644 --- a/dotnet/src/VectorData/PgVector/PostgresMapper.cs +++ b/dotnet/src/VectorData/PgVector/PostgresMapper.cs @@ -77,6 +77,10 @@ public TRecord MapFromStorageToDataModel(NpgsqlDataReader reader, bool includeVe } #endif + case BitArray bitArray when vectorProperty.Type == typeof(BinaryEmbedding): + vectorProperty.SetValueAsObject(record, new BinaryEmbedding(bitArray)); + continue; + case BitArray bitArray: vectorProperty.SetValueAsObject(record, bitArray); continue; diff --git a/dotnet/src/VectorData/PgVector/PostgresModelBuilder.cs b/dotnet/src/VectorData/PgVector/PostgresModelBuilder.cs index 4cadfd765bdb..5e3b18509e5f 100644 --- a/dotnet/src/VectorData/PgVector/PostgresModelBuilder.cs +++ b/dotnet/src/VectorData/PgVector/PostgresModelBuilder.cs @@ -12,7 +12,7 @@ namespace Microsoft.SemanticKernel.Connectors.PgVector; internal class PostgresModelBuilder() : CollectionModelBuilder(PostgresModelBuilder.ModelBuildingOptions) { - internal const string SupportedVectorTypes = "ReadOnlyMemory, Embedding, float[], ReadOnlyMemory, Embedding, Half[], BitArray, or SparseVector"; + internal const string SupportedVectorTypes = "ReadOnlyMemory, Embedding, float[], ReadOnlyMemory, Embedding, Half[], BinaryEmbedding, BitArray, or SparseVector"; public static readonly CollectionModelBuildingOptions ModelBuildingOptions = new() { @@ -80,6 +80,7 @@ internal static bool IsVectorPropertyTypeValidCore(Type type, [NotNullWhen(false type == typeof(Embedding) || type == typeof(Half[]) || #endif + type == typeof(BinaryEmbedding) || type == typeof(BitArray) || type == typeof(SparseVector); } @@ -93,5 +94,5 @@ internal static bool IsVectorPropertyTypeValidCore(Type type, [NotNullWhen(false #if NET8_0_OR_GREATER ?? vectorProperty.ResolveEmbeddingType>(embeddingGenerator, userRequestedEmbeddingType) #endif - ; + ?? vectorProperty.ResolveEmbeddingType(embeddingGenerator, userRequestedEmbeddingType); } diff --git a/dotnet/src/VectorData/PgVector/PostgresPropertyMapping.cs b/dotnet/src/VectorData/PgVector/PostgresPropertyMapping.cs index 1160cf543986..5130cbdfcce7 100644 --- a/dotnet/src/VectorData/PgVector/PostgresPropertyMapping.cs +++ b/dotnet/src/VectorData/PgVector/PostgresPropertyMapping.cs @@ -30,6 +30,7 @@ internal static class PostgresPropertyMapping #endif BitArray bitArray => bitArray, + BinaryEmbedding binaryEmbedding => binaryEmbedding.Vector, SparseVector sparseVector => sparseVector, null => null, @@ -136,6 +137,7 @@ public static (string PgType, bool IsNullable) GetPgVectorTypeName(VectorPropert Type t when t == typeof(SparseVector) => "SPARSEVEC", Type t when t == typeof(BitArray) => "BIT", + Type t when t == typeof(BinaryEmbedding) => "BIT", _ => throw new NotSupportedException($"Type {vectorProperty.EmbeddingType.Name} is not supported by this store.") }; diff --git a/dotnet/src/VectorData/PgVector/PostgresSqlBuilder.cs b/dotnet/src/VectorData/PgVector/PostgresSqlBuilder.cs index acfa930a67ec..322820f6d9af 100644 --- a/dotnet/src/VectorData/PgVector/PostgresSqlBuilder.cs +++ b/dotnet/src/VectorData/PgVector/PostgresSqlBuilder.cs @@ -269,7 +269,7 @@ internal static void BuildGetCommand(NpgsqlCommand command, string schema, internal static void BuildGetBatchCommand(NpgsqlCommand command, string schema, string tableName, CollectionModel model, List keys, bool includeVectors = false) where TKey : notnull { - NpgsqlDbType? keyType = PostgresPropertyMapping.GetNpgsqlDbType(typeof(TKey)) ?? throw new ArgumentException($"Unsupported key type {typeof(TKey).Name}"); + NpgsqlDbType? keyType = PostgresPropertyMapping.GetNpgsqlDbType(model.KeyProperty.Type) ?? throw new UnreachableException($"Unsupported key type {model.KeyProperty.Type.Name}"); // Generate the column names var columns = model.Properties diff --git a/dotnet/src/VectorData/Pinecone/PineconeCollection.cs b/dotnet/src/VectorData/Pinecone/PineconeCollection.cs index 183c22d07b6a..5195ff29f00a 100644 --- a/dotnet/src/VectorData/Pinecone/PineconeCollection.cs +++ b/dotnet/src/VectorData/Pinecone/PineconeCollection.cs @@ -76,9 +76,9 @@ internal PineconeCollection(PineconeClient pineconeClient, string name, Func s, + Guid g => g.ToString(), + + _ => throw new UnreachableException() + }; Verify.NotNullOrWhiteSpace(stringKey, nameof(key)); diff --git a/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs b/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs index bfe02e9b013a..33516d2c5418 100644 --- a/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs +++ b/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs @@ -23,13 +23,21 @@ internal class PineconeFilterTranslator private Extensions.VectorData.ProviderServices.CollectionModel _model = null!; private ParameterExpression _recordParameter = null!; - internal Metadata Translate(LambdaExpression lambdaExpression, Extensions.VectorData.ProviderServices.CollectionModel model) + internal Metadata? Translate(LambdaExpression lambdaExpression, Extensions.VectorData.ProviderServices.CollectionModel model) { this._model = model; Debug.Assert(lambdaExpression.Parameters.Count == 1); this._recordParameter = lambdaExpression.Parameters[0]; + // Pinecone doesn't seem to have a native way of expressing "always true" filters; since this scenario is important for fetching + // all records (via GetAsync with filter), we special-case and support it here. Note that false isn't supported (useless), + // nor is 'x && true'. + if (lambdaExpression.Body is ConstantExpression { Value: true }) + { + return null; + } + var preprocessor = new FilterTranslationPreprocessor { SupportsParameterization = false }; var preprocessedExpression = preprocessor.Preprocess(lambdaExpression.Body); diff --git a/dotnet/src/VectorData/Pinecone/PineconeMapper.cs b/dotnet/src/VectorData/Pinecone/PineconeMapper.cs index 3e0ce4b78ab9..5c43ab1b7191 100644 --- a/dotnet/src/VectorData/Pinecone/PineconeMapper.cs +++ b/dotnet/src/VectorData/Pinecone/PineconeMapper.cs @@ -44,7 +44,12 @@ public Vector MapFromDataToStorageModel(TRecord dataModel, Embedding? gen // TODO: what about sparse values? var result = new Vector { - Id = (string)keyObject, + Id = keyObject switch + { + string s => s, + Guid g => g.ToString(), + _ => throw new UnreachableException() + }, Values = values, Metadata = metadata, SparseValues = null @@ -58,7 +63,13 @@ public TRecord MapFromStorageToDataModel(Vector storageModel, bool includeVector { var outputRecord = model.CreateRecord()!; - model.KeyProperty.SetValueAsObject(outputRecord, storageModel.Id); + model.KeyProperty.SetValueAsObject(outputRecord, model.KeyProperty.Type switch + { + var t when t == typeof(string) => storageModel.Id, + var t when t == typeof(Guid) => Guid.Parse(storageModel.Id), + + _ => throw new UnreachableException() + }); if (includeVectors is true) { diff --git a/dotnet/src/VectorData/Pinecone/PineconeModelBuilder.cs b/dotnet/src/VectorData/Pinecone/PineconeModelBuilder.cs index 60e8bbb1de1d..cdba6c103e92 100644 --- a/dotnet/src/VectorData/Pinecone/PineconeModelBuilder.cs +++ b/dotnet/src/VectorData/Pinecone/PineconeModelBuilder.cs @@ -21,9 +21,9 @@ internal class PineconeModelBuilder() : CollectionModelBuilder(s_validationOptio protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/Qdrant/QdrantCollectionCreateMapping.cs b/dotnet/src/VectorData/Qdrant/QdrantCollectionCreateMapping.cs index 6a53847215ba..0928685c1702 100644 --- a/dotnet/src/VectorData/Qdrant/QdrantCollectionCreateMapping.cs +++ b/dotnet/src/VectorData/Qdrant/QdrantCollectionCreateMapping.cs @@ -58,7 +58,7 @@ public static VectorParams MapSingleVector(VectorPropertyModel vectorProperty) { if (vectorProperty!.IndexKind is not null && vectorProperty!.IndexKind != IndexKind.Hnsw) { - throw new InvalidOperationException($"Index kind '{vectorProperty!.IndexKind}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Qdrant VectorStore."); + throw new NotSupportedException($"Index kind '{vectorProperty!.IndexKind}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Qdrant VectorStore."); } return new VectorParams { Size = (ulong)vectorProperty.Dimensions, Distance = QdrantCollectionCreateMapping.GetSDKDistanceAlgorithm(vectorProperty) }; @@ -98,6 +98,6 @@ public static Distance GetSDKDistanceAlgorithm(VectorPropertyModel vectorPropert DistanceFunction.EuclideanDistance => Distance.Euclid, DistanceFunction.ManhattanDistance => Distance.Manhattan, - _ => throw new InvalidOperationException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Qdrant VectorStore.") + _ => throw new NotSupportedException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Qdrant VectorStore.") }; } diff --git a/dotnet/src/VectorData/Redis/RedisCollectionCreateMapping.cs b/dotnet/src/VectorData/Redis/RedisCollectionCreateMapping.cs index a0b4691a13ef..f276e8a3a429 100644 --- a/dotnet/src/VectorData/Redis/RedisCollectionCreateMapping.cs +++ b/dotnet/src/VectorData/Redis/RedisCollectionCreateMapping.cs @@ -161,7 +161,8 @@ public static string GetSDKDistanceAlgorithm(VectorPropertyModel vectorProperty) DistanceFunction.CosineDistance => "COSINE", DistanceFunction.DotProductSimilarity => "IP", DistanceFunction.EuclideanSquaredDistance => "L2", - _ => throw new InvalidOperationException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Redis VectorStore.") + + _ => throw new NotSupportedException($"Distance function '{vectorProperty.DistanceFunction}' for {nameof(VectorStoreVectorProperty)} '{vectorProperty.ModelName}' is not supported by the Redis VectorStore.") }; /// diff --git a/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs b/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs index 672bfba900b4..34dd631df5f8 100644 --- a/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs +++ b/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs @@ -88,9 +88,9 @@ internal RedisHashSetCollection(IDatabase database, string name, Func s, + Guid g => g.ToString(), + + _ => throw new UnreachableException("string key should have been validated during model building") + }; Verify.NotNullOrWhiteSpace(stringKey, nameof(key)); diff --git a/dotnet/src/VectorData/Redis/RedisHashSetMapper.cs b/dotnet/src/VectorData/Redis/RedisHashSetMapper.cs index 90b9fa3d7be9..b19b9e9ad96a 100644 --- a/dotnet/src/VectorData/Redis/RedisHashSetMapper.cs +++ b/dotnet/src/VectorData/Redis/RedisHashSetMapper.cs @@ -2,6 +2,7 @@ using System; using System.Collections.Generic; +using System.Diagnostics; using System.Linq; using System.Runtime.InteropServices; using Microsoft.Extensions.AI; @@ -19,8 +20,13 @@ internal sealed class RedisHashSetMapper(CollectionModel mod /// public (string Key, HashEntry[] HashEntries) MapFromDataToStorageModel(TConsumerDataModel dataModel, int recordIndex, IReadOnlyList?[]? generatedEmbeddings) { - var keyValue = model.KeyProperty.GetValueAsObject(dataModel!) as string ?? - throw new InvalidOperationException($"Missing key property {model.KeyProperty.ModelName} on provided record of type '{typeof(TConsumerDataModel).Name}'."); + var keyValue = model.KeyProperty.GetValueAsObject(dataModel!) switch + { + string s => s, + Guid g => g.ToString(), + + _ => throw new InvalidOperationException($"Missing key property {model.KeyProperty.ModelName} on provided record of type '{typeof(TConsumerDataModel).Name}'.") + }; var hashEntries = new List(); foreach (var property in model.DataProperties) @@ -67,7 +73,15 @@ public TConsumerDataModel MapFromStorageToDataModel((string Key, HashEntry[] Has var outputRecord = model.CreateRecord()!; // Set Key. - model.KeyProperty.SetValueAsObject(outputRecord, storageModel.Key); + model.KeyProperty.SetValueAsObject(outputRecord, model.KeyProperty.Type switch + { + Type t when t == typeof(string) + => storageModel.Key, + Type t when t == typeof(Guid) + => Guid.Parse(storageModel.Key), + + _ => throw new UnreachableException() + }); // Set each vector property if embeddings should be returned. if (includeVectors) diff --git a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs index 6db5dbf92e9e..625ffe64ad33 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs @@ -97,9 +97,9 @@ internal RedisJsonCollection(IDatabase database, string name, Func); @@ -596,7 +596,13 @@ private string GetStringKey(TKey key) { Verify.NotNull(key); - var stringKey = key as string ?? throw new UnreachableException("string key should have been validated during model building"); + var stringKey = key switch + { + string s => s, + Guid g => g.ToString(), + + _ => throw new UnreachableException("string key should have been validated during model building") + }; Verify.NotNullOrWhiteSpace(stringKey, nameof(key)); diff --git a/dotnet/src/VectorData/Redis/RedisJsonDynamicMapper.cs b/dotnet/src/VectorData/Redis/RedisJsonDynamicMapper.cs index 58673ef03078..6f6a38bac619 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonDynamicMapper.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonDynamicMapper.cs @@ -86,7 +86,15 @@ internal class RedisJsonDynamicMapper(CollectionModel model, JsonSerializerOptio } } - return ((string)dataModel[model.KeyProperty.ModelName]!, jsonObject); + var storageKey = dataModel[model.KeyProperty.ModelName] switch + { + string s => s, + Guid g => g.ToString(), + + _ => throw new UnreachableException() + }; + + return (storageKey, jsonObject); } /// @@ -94,14 +102,23 @@ internal class RedisJsonDynamicMapper(CollectionModel model, JsonSerializerOptio { var dataModel = new Dictionary { - [model.KeyProperty.ModelName] = storageModel.Key, + [model.KeyProperty.ModelName] = model.KeyProperty.Type switch + { + Type t when t == typeof(string) => storageModel.Key, + Type t when t == typeof(Guid) => Guid.Parse(storageModel.Key), + + _ => throw new UnreachableException() + }, }; // The redis result can be either a single object or an array with a single object in the case where we are doing an MGET. + // If there's a single data property, we get a simple value (no object wrapper). var jsonObject = storageModel.Node switch { - JsonObject topLevelJsonObject => topLevelJsonObject, - JsonArray jsonArray and [JsonObject arrayEntryJsonObject] => arrayEntryJsonObject, + JsonValue v when model.DataProperties is [var singleDataProperty] => new JsonObject([new(singleDataProperty.StorageName, v)]), + JsonObject o => o, + JsonArray a and [JsonObject arrayEntryJsonObject] => arrayEntryJsonObject, + _ => throw new InvalidOperationException($"Invalid data format for document with key '{storageModel.Key}'"), }; diff --git a/dotnet/src/VectorData/Redis/RedisJsonDynamicModelBuilder.cs b/dotnet/src/VectorData/Redis/RedisJsonDynamicModelBuilder.cs index b27cc1f570fd..5edc3e68d1ce 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonDynamicModelBuilder.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonDynamicModelBuilder.cs @@ -19,9 +19,9 @@ internal class RedisJsonDynamicModelBuilder(CollectionModelBuildingOptions optio protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/Redis/RedisJsonModelBuilder.cs b/dotnet/src/VectorData/Redis/RedisJsonModelBuilder.cs index 82115b0f6f60..2e831563fe85 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonModelBuilder.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonModelBuilder.cs @@ -19,9 +19,9 @@ internal class RedisJsonModelBuilder(CollectionModelBuildingOptions options) : C protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/Redis/RedisModelBuilder.cs b/dotnet/src/VectorData/Redis/RedisModelBuilder.cs index c8ddf3c0c34c..5ae92c695ca7 100644 --- a/dotnet/src/VectorData/Redis/RedisModelBuilder.cs +++ b/dotnet/src/VectorData/Redis/RedisModelBuilder.cs @@ -21,9 +21,9 @@ internal class RedisModelBuilder(CollectionModelBuildingOptions options) : Colle protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string"; + supportedTypes = "string, Guid"; - return type == typeof(string); + return type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs index 688861f72928..70e444e88544 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs @@ -22,14 +22,12 @@ internal class SqlServerModelBuilder() : CollectionModelBuilder(s_modelBuildingO protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "int, long, string, Guid, DateTime, or byte[]"; + supportedTypes = "int, long, string, Guid"; return type == typeof(int) // INT || type == typeof(long) // BIGINT || type == typeof(string) // VARCHAR - || type == typeof(Guid) // UNIQUEIDENTIFIER - || type == typeof(DateTime) // DATETIME2 - || type == typeof(byte[]); // VARBINARY + || type == typeof(Guid); // UNIQUEIDENTIFIER } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/SqliteVec/SqliteCollection.cs b/dotnet/src/VectorData/SqliteVec/SqliteCollection.cs index 570865cc2acb..169ec78f8061 100644 --- a/dotnet/src/VectorData/SqliteVec/SqliteCollection.cs +++ b/dotnet/src/VectorData/SqliteVec/SqliteCollection.cs @@ -85,9 +85,13 @@ internal SqliteCollection(string connectionString, string name, Func Parameters => this._parameters; + protected override void TranslateConstant(object? value, bool isSearchCondition) + { + switch (value) + { + case Guid g: + // Microsoft.Data.Sqlite writes GUIDs as upper-case strings, align our constant formatting with that. + this._sql.Append('\'').Append(g.ToString().ToUpperInvariant()).Append('\''); + break; + default: + base.TranslateConstant(value, isSearchCondition); + break; + } + } + // TODO: support Contains over array fields (#10343) protected override void TranslateContainsOverArrayColumn(Expression source, Expression item) => throw new NotSupportedException("Unsupported Contains expression"); diff --git a/dotnet/src/VectorData/SqliteVec/SqliteMapper.cs b/dotnet/src/VectorData/SqliteVec/SqliteMapper.cs index b5aa0e2c6ed8..e06dacdf0179 100644 --- a/dotnet/src/VectorData/SqliteVec/SqliteMapper.cs +++ b/dotnet/src/VectorData/SqliteVec/SqliteMapper.cs @@ -96,6 +96,7 @@ public TRecord MapFromStorageToDataModel(DbDataReader reader, bool includeVector Type t when t == typeof(float) => reader.GetFloat(ordinal), Type t when t == typeof(double) => reader.GetDouble(ordinal), Type t when t == typeof(string) => reader.GetString(ordinal), + Type t when t == typeof(Guid) => reader.GetGuid(ordinal), Type t when t == typeof(byte[]) => (byte[])reader[ordinal], Type t when t == typeof(ReadOnlyMemory) => (byte[])reader[ordinal], Type t when t == typeof(Embedding) => (byte[])reader[ordinal], diff --git a/dotnet/src/VectorData/SqliteVec/SqliteModelBuilder.cs b/dotnet/src/VectorData/SqliteVec/SqliteModelBuilder.cs index ef74a1a2b7e1..d771bc016f9b 100644 --- a/dotnet/src/VectorData/SqliteVec/SqliteModelBuilder.cs +++ b/dotnet/src/VectorData/SqliteVec/SqliteModelBuilder.cs @@ -20,14 +20,14 @@ internal class SqliteModelBuilder() : CollectionModelBuilder(s_modelBuildingOpti protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "int, long, string"; + supportedTypes = "int, long, string, Guid"; - return type == typeof(int) || type == typeof(long) || type == typeof(string); + return type == typeof(int) || type == typeof(long) || type == typeof(string) || type == typeof(Guid); } protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "int, long, short, string, bool, float, double, byte[]"; + supportedTypes = "int, long, short, string, bool, float, double, byte[], Guid"; if (Nullable.GetUnderlyingType(type) is Type underlyingType) { @@ -41,7 +41,8 @@ protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] || type == typeof(bool) || type == typeof(float) || type == typeof(double) - || type == typeof(byte[]); + || type == typeof(byte[]) + || type == typeof(Guid); } protected override bool IsVectorPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/src/VectorData/SqliteVec/SqlitePropertyMapping.cs b/dotnet/src/VectorData/SqliteVec/SqlitePropertyMapping.cs index ae369bad9b39..20f745e1799f 100644 --- a/dotnet/src/VectorData/SqliteVec/SqlitePropertyMapping.cs +++ b/dotnet/src/VectorData/SqliteVec/SqlitePropertyMapping.cs @@ -107,9 +107,12 @@ private static string GetStorageDataPropertyType(PropertyModel property) // String type Type t when t == typeof(string) => "TEXT", - // Boolean types - SQLite doesn't have a boolean type, represent it as 0/1 + // Boolean type - represent it as INTEGER (0/1 (this is standard SQLite) Type t when t == typeof(bool) || t == typeof(bool?) => "INTEGER", + // Guid type - represent as TEXT + Type t when t == typeof(Guid) || t == typeof(Guid?) => "TEXT", + // Byte array (BLOB) Type t when t == typeof(byte[]) => "BLOB", diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearch.ConformanceTests.csproj b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearch.ConformanceTests.csproj index cf64171e6123..74bb15fb42e6 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearch.ConformanceTests.csproj +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearch.ConformanceTests.csproj @@ -23,6 +23,7 @@ + diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs index b2b6fb7605eb..dfa4a2de373c 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs @@ -7,8 +7,4 @@ namespace AzureAISearch.ConformanceTests; public class AzureAISearchCollectionManagementTests(AzureAISearchFixture fixture) - : CollectionManagementTests(fixture), IClassFixture -{ - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "collection-tests"; -} + : CollectionManagementTests(fixture), IClassFixture; diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDependencyInjectionTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDependencyInjectionTests.cs index ba683b71d478..bffb8a6a08fb 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDependencyInjectionTests.cs @@ -6,13 +6,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.AzureAISearch; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace AzureAISearch.ConformanceTests; public class AzureAISearchDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { private static readonly Uri s_endpoint = new("https://localhost"); private static readonly AzureKeyCredential s_keyCredential = new("fakeKey"); @@ -36,24 +35,24 @@ private static AzureKeyCredential KeyProvider(IServiceProvider sp, object? servi { yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services - .AddAzureAISearchCollection>(name, + .AddAzureAISearchCollection(name, sp => new SearchIndexClient(EndpointProvider(sp), KeyProvider(sp)), lifetime: lifetime) : services - .AddKeyedAzureAISearchCollection>(serviceKey, name, + .AddKeyedAzureAISearchCollection(serviceKey, name, sp => new SearchIndexClient(EndpointProvider(sp, serviceKey), KeyProvider(sp, serviceKey)), lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(sp => new SearchIndexClient(s_endpoint, s_keyCredential)) - .AddAzureAISearchCollection>(name, lifetime: lifetime) + .AddAzureAISearchCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new SearchIndexClient(s_endpoint, s_keyCredential)) - .AddKeyedAzureAISearchCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedAzureAISearchCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddAzureAISearchCollection>( + ? services.AddAzureAISearchCollection( name, s_endpoint, s_keyCredential, lifetime: lifetime) - : services.AddKeyedAzureAISearchCollection>( + : services.AddKeyedAzureAISearchCollection( serviceKey, name, s_endpoint, s_keyCredential, lifetime: lifetime); } } @@ -89,9 +88,9 @@ public void EndpointCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddAzureAISearchCollection>( + Assert.Throws(() => services.AddAzureAISearchCollection( name: "notNull", endpoint: null!, s_keyCredential)); - Assert.Throws(() => services.AddKeyedAzureAISearchCollection>( + Assert.Throws(() => services.AddKeyedAzureAISearchCollection( serviceKey: "notNull", name: "notNull", endpoint: null!, s_keyCredential)); } @@ -100,9 +99,9 @@ public void KeyCredentialCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddAzureAISearchCollection>( + Assert.Throws(() => services.AddAzureAISearchCollection( name: "notNull", s_endpoint, keyCredential: null!)); - Assert.Throws(() => services.AddKeyedAzureAISearchCollection>( + Assert.Throws(() => services.AddKeyedAzureAISearchCollection( serviceKey: "notNull", name: "notNull", s_endpoint, keyCredential: null!)); } @@ -111,9 +110,9 @@ public void TokenCredentialCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddAzureAISearchCollection>( + Assert.Throws(() => services.AddAzureAISearchCollection( name: "notNull", s_endpoint, tokenCredential: null!)); - Assert.Throws(() => services.AddKeyedAzureAISearchCollection>( + Assert.Throws(() => services.AddKeyedAzureAISearchCollection( serviceKey: "notNull", name: "notNull", s_endpoint, tokenCredential: null!)); } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDistanceFunctionTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDistanceFunctionTests.cs new file mode 100644 index 000000000000..0e3c3ff7dc19 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDistanceFunctionTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace AzureAISearch.ConformanceTests; + +public class AzureAISearchDistanceFunctionTests(AzureAISearchDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => AzureAISearchTestStore.Instance; + + // AzureAISearch does not return the expected standard mathematical result for each distance function + public override bool AssertScores => false; + } +} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingGenerationTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingGenerationTests.cs index b0ccd06b1798..b3fa6e1e6ed6 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingGenerationTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingGenerationTests.cs @@ -21,9 +21,6 @@ public override Task SearchAsync_string_without_generator_throws() { public override TestStore TestStore => AzureAISearchTestStore.Instance; - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "embedding-gen-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGenerator) => AzureAISearchTestStore.Instance.GetVectorStore(new() { EmbeddingGenerator = embeddingGenerator }); @@ -46,9 +43,6 @@ public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGene { public override TestStore TestStore => AzureAISearchTestStore.Instance; - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "search-only-embedding-gen-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGenerator) => AzureAISearchTestStore.Instance.GetVectorStore(new() { EmbeddingGenerator = embeddingGenerator }); diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs index 206bb7cb41bb..ca9b4f3a54ad 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs @@ -17,8 +17,5 @@ public override Task Contains_over_inline_int_array() public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => AzureAISearchTestStore.Instance; - - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "filter-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchHybridSearchTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchHybridSearchTests.cs new file mode 100644 index 000000000000..475a773cd1d1 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchHybridSearchTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace AzureAISearch.ConformanceTests; + +public class AzureAISearchHybridSearchTests( + AzureAISearchHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, + AzureAISearchHybridSearchTests.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => AzureAISearchTestStore.Instance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => AzureAISearchTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchIndexKindTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchIndexKindTests.cs new file mode 100644 index 000000000000..844e905999f3 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchIndexKindTests.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace AzureAISearch.ConformanceTests; + +public class AzureAISearchIndexKindTests(AzureAISearchIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Hnsw() + => this.Test(IndexKind.Hnsw); + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => AzureAISearchTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchTestSuiteImplementationTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchTestSuiteImplementationTests.cs index e4be1b2ab7e1..c6d31ec313f1 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchTestSuiteImplementationTests.cs @@ -1,15 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.VectorSearch; namespace AzureAISearch.ConformanceTests; -public class AzureAISearchTestSuiteImplementationTests : TestSuiteImplementationTests -{ - protected override ICollection IgnoredTestBases { get; } = - [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), - ]; -} +public class AzureAISearchTestSuiteImplementationTests : TestSuiteImplementationTests; diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/HybridSearch/AzureAISearchKeywordVectorizedHybridSearchTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/HybridSearch/AzureAISearchKeywordVectorizedHybridSearchTests.cs deleted file mode 100644 index 652278fc7b7c..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/HybridSearch/AzureAISearchKeywordVectorizedHybridSearchTests.cs +++ /dev/null @@ -1,36 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace AzureAISearch.ConformanceTests.HybridSearch; - -/// -/// Inherits common integration tests that should pass for any . -/// -public class AzureAISearchKeywordVectorizedHybridSearchTests( - AzureAISearchKeywordVectorizedHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, - AzureAISearchKeywordVectorizedHybridSearchTests.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => AzureAISearchTestStore.Instance; - - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "vecstring-hybrid-search-" + AzureAISearchTestEnvironment.TestIndexPostfix; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => AzureAISearchTestStore.Instance; - - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "multitext-hybrid-search-" + AzureAISearchTestEnvironment.TestIndexPostfix; - } -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchAllSupportedTypesTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchAllSupportedTypesTests.cs deleted file mode 100644 index 001506c722c7..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchAllSupportedTypesTests.cs +++ /dev/null @@ -1,106 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchAllSupportedTypesTests(AzureAISearchFixture fixture) : IClassFixture -{ - [ConditionalFact] - public async Task AllTypesBatchGetAsync() - { - var collection = fixture.TestStore.DefaultVectorStore.GetCollection("all-types", AzureAISearchAllTypes.GetRecordDefinition()); - await collection.EnsureCollectionExistsAsync(); - - List records = - [ - new() - { - Id = "all-types-1", - BoolProperty = true, - NullableBoolProperty = false, - StringProperty = "string prop 1", - NullableStringProperty = "nullable prop 1", - IntProperty = 1, - NullableIntProperty = 10, - LongProperty = 100L, - NullableLongProperty = 1000L, - FloatProperty = 10.5f, - NullableFloatProperty = 100.5f, - DoubleProperty = 23.75d, - NullableDoubleProperty = 233.75d, - DateTimeOffsetProperty = DateTimeOffset.UtcNow, - NullableDateTimeOffsetProperty = DateTimeOffset.UtcNow, - StringArray = ["one", "two"], - StringList = ["eleven", "twelve"], - BoolArray = [true, false], - BoolList = [true, false], - IntArray = [1, 2], - IntList = [11, 12], - LongArray = [100L, 200L], - LongList = [1100L, 1200L], - FloatArray = [1.5f, 2.5f], - FloatList = [11.5f, 12.5f], - DoubleArray = [1.5d, 2.5d], - DoubleList = [11.5d, 12.5d], - DateTimeOffsetArray = [DateTimeOffset.UtcNow, DateTimeOffset.UtcNow], - DateTimeOffsetList = [DateTimeOffset.UtcNow, DateTimeOffset.UtcNow], - Embedding = new ReadOnlyMemory([1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5f, 7.5f, 8.5f]) - }, - new() - { - Id = "all-types-2", - BoolProperty = false, - NullableBoolProperty = null, - StringProperty = "string prop 2", - NullableStringProperty = null, - IntProperty = 2, - NullableIntProperty = null, - LongProperty = 200L, - NullableLongProperty = null, - FloatProperty = 20.5f, - NullableFloatProperty = null, - DoubleProperty = 43.75, - NullableDoubleProperty = null, - Embedding = ReadOnlyMemory.Empty, - // From https://learn.microsoft.com/en-us/rest/api/searchservice/supported-data-types: - // "All of the above types are nullable, except for collections of primitive and complex types, for example, Collection(Edm.String)" - // So for collections, we can't use nulls. - StringArray = [], - StringList = [], - BoolArray = [], - BoolList = [], - IntArray = [], - IntList = [], - LongArray = [], - LongList = [], - FloatArray = [], - FloatList = [], - DoubleArray = [], - DoubleList = [], - DateTimeOffsetArray = [], - DateTimeOffsetList = [], - } - ]; - - try - { - await collection.UpsertAsync(records); - - var allTypes = await collection.GetAsync(records.Select(r => r.Id), new RecordRetrievalOptions { IncludeVectors = true }).ToListAsync(); - - var allTypes1 = allTypes.Single(x => x.Id == records[0].Id); - var allTypes2 = allTypes.Single(x => x.Id == records[1].Id); - - records[0].AssertEqual(allTypes1); - records[1].AssertEqual(allTypes2); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs index 772d2cb40047..a54b8fb1688f 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs @@ -12,8 +12,6 @@ public class AzureAISearchBasicModelTests(AzureAISearchBasicModelTests.Fixture f { public new class Fixture : BasicModelTests.Fixture { - public override string CollectionName => "basic-" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override TestStore TestStore => AzureAISearchTestStore.Instance; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.cs index e89ab37442d6..12f70fe06769 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.cs @@ -12,8 +12,6 @@ public class AzureAISearchDynamicModelTests(AzureAISearchDynamicModelTests.Fixtu { public new class Fixture : DynamicModelTests.Fixture { - public override string CollectionName => "dynamic-" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override TestStore TestStore => AzureAISearchTestStore.Instance; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchMultiVectorModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchMultiVectorModelTests.cs new file mode 100644 index 000000000000..a7ef05da6134 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override string CollectionName => "multi-vector-" + AzureAISearchTestEnvironment.TestIndexPostfix; + + public override TestStore TestStore => AzureAISearchTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs index 87b0acac8939..483dc997e76b 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs @@ -12,8 +12,6 @@ public class AzureAISearchNoDataModelTests(AzureAISearchNoDataModelTests.Fixture { public new class Fixture : NoDataModelTests.Fixture { - public override string CollectionName => "nodata-" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override TestStore TestStore => AzureAISearchTestStore.Instance; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.cs index d61c2ddfac37..ec78ad4963c8 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.cs @@ -12,8 +12,6 @@ public class AzureAISearchNoVectorModelTests(AzureAISearchNoVectorModelTests.Fix { public new class Fixture : NoVectorModelTests.Fixture { - public override string CollectionName => "novector-" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override TestStore TestStore => AzureAISearchTestStore.Instance; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestEnvironment.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestEnvironment.cs index 8c19e77ab15c..dc63ea196fae 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestEnvironment.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestEnvironment.cs @@ -10,7 +10,7 @@ namespace AzureAISearch.ConformanceTests.Support; internal static class AzureAISearchTestEnvironment { #pragma warning disable CA1308 // Normalize strings to uppercase - public static readonly string TestIndexPostfix = new Regex("[^a-zA-Z0-9]").Replace(Environment.MachineName.ToLowerInvariant(), ""); + public static readonly string TestIndexPostfix = '-' + new Regex("[^a-zA-Z0-9]").Replace(Environment.MachineName.ToLowerInvariant(), ""); #pragma warning restore CA1308 // Normalize strings to uppercase public static readonly string? ServiceUrl, ApiKey; diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestStore.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestStore.cs index 9664377ac897..ae0c48034b20 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestStore.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchTestStore.cs @@ -4,6 +4,7 @@ using Azure; using Azure.Identity; using Azure.Search.Documents.Indexes; +using Humanizer; using Microsoft.Extensions.VectorData; using Microsoft.SemanticKernel.Connectors.AzureAISearch; using VectorData.ConformanceTests.Support; @@ -44,14 +45,20 @@ protected override Task StartAsync() return Task.CompletedTask; } + // Azure AI search only supports lowercase letters, digits or dashes. + // Also, add a suffix containing machine name to allow multiple developers to work against the same cloud instance. + public override string AdjustCollectionName(string baseName) + => baseName.Kebaberize() + AzureAISearchTestEnvironment.TestIndexPostfix; + public override async Task WaitForDataAsync( VectorStoreCollection collection, int recordCount, Expression>? filter = null, + Expression>? 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. diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDataTypeTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchDataTypeTests.cs similarity index 91% rename from dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDataTypeTests.cs rename to dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchDataTypeTests.cs index be9fe82afc9f..64845e939638 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchDataTypeTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchDataTypeTests.cs @@ -2,12 +2,12 @@ using AzureAISearch.ConformanceTests.Support; using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; -namespace AzureAISearch.ConformanceTests; +namespace AzureAISearch.ConformanceTests.TypeTests; public class AzureAISearchDataTypeTests(AzureAISearchDataTypeTests.Fixture fixture) : DataTypeTests(fixture), @@ -49,9 +49,6 @@ public class AzureAISearchDataTypeTests(AzureAISearchDataTypeTests.Fixture fixtu { public override TestStore TestStore => AzureAISearchTestStore.Instance; - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "data-type-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; - public override IList GetDataProperties() => base.GetDataProperties().Where(p => p.Type != typeof(byte) diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingTypeTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchEmbeddingTypeTests.cs similarity index 67% rename from dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingTypeTests.cs rename to dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchEmbeddingTypeTests.cs index 795dd8869df4..1e94b4d182b7 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace AzureAISearch.ConformanceTests; +namespace AzureAISearch.ConformanceTests.TypeTests; public class AzureAISearchEmbeddingTypeTests(AzureAISearchEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture @@ -15,8 +15,5 @@ public class AzureAISearchEmbeddingTypeTests(AzureAISearchEmbeddingTypeTests.Fix public new class Fixture : EmbeddingTypeTests.Fixture { public override TestStore TestStore => AzureAISearchTestStore.Instance; - - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "embedding-type-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; } } diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchKeyTypeTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchKeyTypeTests.cs new file mode 100644 index 000000000000..1d7fa4c356c1 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/TypeTests/AzureAISearchKeyTypeTests.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace AzureAISearch.ConformanceTests.TypeTests; + +public class AzureAISearchKeyTypeTests(AzureAISearchKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => AzureAISearchTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/AzureAISearch.UnitTests/AzureAISearchCollectionCreateMappingTests.cs b/dotnet/test/VectorData/AzureAISearch.UnitTests/AzureAISearchCollectionCreateMappingTests.cs index 26992f38d761..e361fa66f139 100644 --- a/dotnet/test/VectorData/AzureAISearch.UnitTests/AzureAISearchCollectionCreateMappingTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.UnitTests/AzureAISearchCollectionCreateMappingTests.cs @@ -195,7 +195,7 @@ public void MapVectorFieldThrowsForUnsupportedDistanceFunction() }; // Act & Assert - Assert.Throws(() => AzureAISearchCollectionCreateMapping.MapVectorField(vectorProperty)); + Assert.Throws(() => AzureAISearchCollectionCreateMapping.MapVectorField(vectorProperty)); } [Theory] diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDependencyInjectionTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDependencyInjectionTests.cs index ccbc48e3e931..8b7c1ab8df0d 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDependencyInjectionTests.cs @@ -5,13 +5,12 @@ using Microsoft.SemanticKernel.Connectors.CosmosMongoDB; using MongoDB.Driver; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace CosmosMongoDB.ConformanceTests; public class CosmosMongoDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "mongodb://localhost:27017"; protected const string DatabaseName = "dbName"; @@ -43,22 +42,22 @@ private static string DatabaseNameProvider(IServiceProvider sp, object serviceKe ? services .AddSingleton(sp => new MongoClient(MongoClientSettings.FromConnectionString(ConnectionString))) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddCosmosMongoCollection>(name, lifetime: lifetime) + .AddCosmosMongoCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new MongoClient(MongoClientSettings.FromConnectionString(ConnectionString))) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddKeyedCosmosMongoCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedCosmosMongoCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddCosmosMongoCollection>( + ? services.AddCosmosMongoCollection( name, ConnectionString, DatabaseName, lifetime: lifetime) - : services.AddKeyedCosmosMongoCollection>( + : services.AddKeyedCosmosMongoCollection( serviceKey, name, ConnectionString, DatabaseName, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddCosmosMongoCollection>( + ? services.AddCosmosMongoCollection( name, ConnectionStringProvider, DatabaseNameProvider, lifetime: lifetime) - : services.AddKeyedCosmosMongoCollection>( + : services.AddKeyedCosmosMongoCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), sp => DatabaseNameProvider(sp, serviceKey), lifetime: lifetime); } } @@ -90,9 +89,9 @@ public void ConnectionStringProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); } @@ -101,9 +100,9 @@ public void DatabaseNameProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); } @@ -114,13 +113,13 @@ public void ConnectionStringCantBeNullOrEmpty() Assert.Throws(() => services.AddCosmosMongoVectorStore(connectionString: null!, DatabaseName)); Assert.Throws(() => services.AddKeyedCosmosMongoVectorStore(serviceKey: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", connectionString: "", DatabaseName)); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", connectionString: "", DatabaseName)); } @@ -131,13 +130,13 @@ public void DatabaseNameCantBeNullOrEmpty() Assert.Throws(() => services.AddCosmosMongoVectorStore(ConnectionString, databaseName: null!)); Assert.Throws(() => services.AddKeyedCosmosMongoVectorStore(serviceKey: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddCosmosMongoCollection>( + Assert.Throws(() => services.AddCosmosMongoCollection( name: "notNull", ConnectionString, databaseName: "")); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddKeyedCosmosMongoCollection>( + Assert.Throws(() => services.AddKeyedCosmosMongoCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: "")); } } diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDistanceFunctionTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDistanceFunctionTests.cs new file mode 100644 index 000000000000..7cf58f65da31 --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDistanceFunctionTests.cs @@ -0,0 +1,25 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosMongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosMongoDB.ConformanceTests; + +public class CosmosMongoDistanceFunctionTests(CosmosMongoDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + + public override bool AssertScores { get; } = false; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoIndexKindTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoIndexKindTests.cs new file mode 100644 index 000000000000..421005184060 --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosMongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosMongoDB.ConformanceTests; + +public class CosmosMongoIndexKindTests(CosmosMongoIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs index 086512e47bd2..f95db52f500e 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs @@ -1,9 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; using VectorData.ConformanceTests.ModelTests; -using VectorData.ConformanceTests.VectorSearch; namespace CosmosMongoDB.ConformanceTests; @@ -11,11 +9,9 @@ public class CosmosMongoTestSuiteImplementationTests : TestSuiteImplementationTe { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), typeof(DynamicModelTests<>), // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>), + typeof(HybridSearchTests<>), ]; } diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoMultiVectorModelTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoMultiVectorModelTests.cs new file mode 100644 index 000000000000..fccab93351aa --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDataTypeTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoDataTypeTests.cs similarity index 94% rename from dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDataTypeTests.cs rename to dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoDataTypeTests.cs index 789a54a76ba3..0ba4de3cecf5 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDataTypeTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace CosmosMongoDB.ConformanceTests; +namespace CosmosMongoDB.ConformanceTests.TypeTests; public class CosmosMongoDataTypeTests(CosmosMongoDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoEmbeddingTypeTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoEmbeddingTypeTests.cs similarity index 85% rename from dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoEmbeddingTypeTests.cs rename to dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoEmbeddingTypeTests.cs index 12e6241bd22f..708989399d28 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace CosmosMongoDB.ConformanceTests; +namespace CosmosMongoDB.ConformanceTests.TypeTests; public class CosmosMongoEmbeddingTypeTests(CosmosMongoEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoKeyTypeTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoKeyTypeTests.cs new file mode 100644 index 000000000000..9aa3c1a14a04 --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/TypeTests/CosmosMongoKeyTypeTests.cs @@ -0,0 +1,31 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosMongoDB.ConformanceTests.Support; +using MongoDB.Bson; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace CosmosMongoDB.ConformanceTests.TypeTests; + +public class CosmosMongoKeyTypeTests(CosmosMongoKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task ObjectId() => this.Test(new("652f8c3e8f9b2c1a4d3e6a7b")); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.UnitTests/CosmosMongoVectorStoreTests.cs b/dotnet/test/VectorData/CosmosMongoDB.UnitTests/CosmosMongoVectorStoreTests.cs index 9e7bbbf68fe6..684226062b12 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.UnitTests/CosmosMongoVectorStoreTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.UnitTests/CosmosMongoVectorStoreTests.cs @@ -26,7 +26,7 @@ public void GetCollectionWithNotSupportedKeyThrowsException() using var sut = new CosmosMongoVectorStore(this._mockMongoDatabase.Object); // Act & Assert - Assert.Throws(() => sut.GetCollection("collection")); + Assert.Throws(() => sut.GetCollection("collection")); } [Fact] diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDependencyInjectionTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDependencyInjectionTests.cs index e1f4605727c7..1c7811681655 100644 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDependencyInjectionTests.cs @@ -6,13 +6,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.CosmosNoSql; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace CosmosNoSql.ConformanceTests.DependencyInjection; public class CosmosNoSqlDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "AccountEndpoint=https://test.documents.azure.com:443/;AccountKey=mock;"; protected const string DatabaseName = "dbName"; @@ -49,22 +48,22 @@ private static string DatabaseNameProvider(IServiceProvider sp, object serviceKe ? services .AddSingleton(sp => new CosmosClient(ConnectionString, s_clientOptions)) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddCosmosNoSqlCollection>(name, lifetime: lifetime) + .AddCosmosNoSqlCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new CosmosClient(ConnectionString, s_clientOptions)) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddKeyedCosmosNoSqlCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedCosmosNoSqlCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddCosmosNoSqlCollection>( + ? services.AddCosmosNoSqlCollection( name, ConnectionString, DatabaseName, lifetime: lifetime) - : services.AddKeyedCosmosNoSqlCollection>( + : services.AddKeyedCosmosNoSqlCollection( serviceKey, name, ConnectionString, DatabaseName, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddCosmosNoSqlCollection>( + ? services.AddCosmosNoSqlCollection( name, ConnectionStringProvider, DatabaseNameProvider, lifetime: lifetime) - : services.AddKeyedCosmosNoSqlCollection>( + : services.AddKeyedCosmosNoSqlCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), sp => DatabaseNameProvider(sp, serviceKey), lifetime: lifetime); } } @@ -96,9 +95,9 @@ public void ConnectionStringProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); } @@ -107,9 +106,9 @@ public void DatabaseNameProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); } @@ -120,13 +119,13 @@ public void ConnectionStringCantBeNullOrEmpty() Assert.Throws(() => services.AddCosmosNoSqlVectorStore(connectionString: null!, DatabaseName)); Assert.Throws(() => services.AddKeyedCosmosNoSqlVectorStore(serviceKey: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", connectionString: "", DatabaseName)); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", connectionString: "", DatabaseName)); } @@ -137,13 +136,13 @@ public void DatabaseNameCantBeNullOrEmpty() Assert.Throws(() => services.AddCosmosNoSqlVectorStore(ConnectionString, databaseName: null!)); Assert.Throws(() => services.AddKeyedCosmosNoSqlVectorStore(serviceKey: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddCosmosNoSqlCollection>( + Assert.Throws(() => services.AddCosmosNoSqlCollection( name: "notNull", ConnectionString, databaseName: "")); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection>( + Assert.Throws(() => services.AddKeyedCosmosNoSqlCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: "")); } } diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDistanceFunctionTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDistanceFunctionTests.cs new file mode 100644 index 000000000000..4b8fd66e19cb --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDistanceFunctionTests.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosNoSql.ConformanceTests; + +public class CosmosNoSqlDistanceFunctionTests(CosmosNoSqlDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlHybridSearchTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlHybridSearchTests.cs new file mode 100644 index 000000000000..e9e67ebf1a5d --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlHybridSearchTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosNoSql.ConformanceTests; + +public class CosmosNoSqlHybridSearchTests( + CosmosNoSqlHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, + CosmosNoSqlHybridSearchTests.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlIndexKindTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlIndexKindTests.cs new file mode 100644 index 000000000000..e95cc67d1d54 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlIndexKindTests.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace CosmosNoSql.ConformanceTests; + +public class CosmosNoSqlIndexKindTests(CosmosNoSqlIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + [ConditionalFact(Skip = "DiskANN is supported by Cosmos NoSQL, but is not supported on the emulator and needs to be explicitly enabled")] + public virtual Task DiskANN() + => this.Test(IndexKind.DiskAnn); + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs index 94b2b8b65bb1..ebeb8117f29f 100644 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs @@ -1,15 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.VectorSearch; namespace CosmosNoSql.ConformanceTests; -public class CosmosNoSqlTestSuiteImplementationTests : TestSuiteImplementationTests -{ - protected override ICollection IgnoredTestBases { get; } = - [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>) - ]; -} +public class CosmosNoSqlTestSuiteImplementationTests : TestSuiteImplementationTests; diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/HybridSearch/CosmosNoSqlKeywordVectorizedHybridSearchTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/HybridSearch/CosmosNoSqlKeywordVectorizedHybridSearchTests.cs deleted file mode 100644 index a2f1d19ebc06..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/HybridSearch/CosmosNoSqlKeywordVectorizedHybridSearchTests.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.HybridSearch; - -public class CosmosNoSqlKeywordVectorizedHybridSearchTests( - CosmosNoSqlKeywordVectorizedHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, - CosmosNoSqlKeywordVectorizedHybridSearchTests.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlMultiVectorModelTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlMultiVectorModelTests.cs new file mode 100644 index 000000000000..a544d43829a6 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDataTypeTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlDataTypeTests.cs similarity index 94% rename from dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDataTypeTests.cs rename to dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlDataTypeTests.cs index e4b541c631f5..e1a81b36b714 100644 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlDataTypeTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlDataTypeTests.cs @@ -1,12 +1,12 @@ // Copyright (c) Microsoft. All rights reserved. using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; -namespace CosmosNoSql.ConformanceTests; +namespace CosmosNoSql.ConformanceTests.TypeTests; public class CosmosNoSqlDataTypeTests(CosmosNoSqlDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlEmbeddingTypeTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlEmbeddingTypeTests.cs similarity index 96% rename from dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlEmbeddingTypeTests.cs rename to dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlEmbeddingTypeTests.cs index 7ab3dd9318aa..2601cfbe6c7d 100644 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlEmbeddingTypeTests.cs @@ -2,14 +2,14 @@ using CosmosNoSql.ConformanceTests.Support; using Microsoft.Extensions.AI; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace CosmosNoSql.ConformanceTests; +namespace CosmosNoSql.ConformanceTests.TypeTests; public class CosmosNoSqlEmbeddingTypeTests(CosmosNoSqlEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlKeyTypeTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlKeyTypeTests.cs new file mode 100644 index 000000000000..88939622f757 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/TypeTests/CosmosNoSqlKeyTypeTests.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace CosmosNoSql.ConformanceTests.TypeTests; + +public class CosmosNoSqlKeyTypeTests(CosmosNoSqlKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.UnitTests/CosmosNoSqlVectorStoreTests.cs b/dotnet/test/VectorData/CosmosNoSql.UnitTests/CosmosNoSqlVectorStoreTests.cs index 2b6c50e3b2c9..5f8f20cf865c 100644 --- a/dotnet/test/VectorData/CosmosNoSql.UnitTests/CosmosNoSqlVectorStoreTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.UnitTests/CosmosNoSqlVectorStoreTests.cs @@ -38,7 +38,7 @@ public void GetCollectionWithNotSupportedKeyThrowsException() using var sut = new Microsoft.SemanticKernel.Connectors.CosmosNoSql.CosmosNoSqlVectorStore(this._mockDatabase.Object); // Act & Assert - Assert.Throws(() => sut.GetCollection("collection")); + Assert.Throws(() => sut.GetCollection("collection")); } [Fact] diff --git a/dotnet/test/VectorData/Directory.Build.props b/dotnet/test/VectorData/Directory.Build.props index 1553ed4cb332..eea41c8585e9 100644 --- a/dotnet/test/VectorData/Directory.Build.props +++ b/dotnet/test/VectorData/Directory.Build.props @@ -17,7 +17,10 @@ $(NoWarn);CA1863 $(NoWarn);CA2007;VSTHRD111 $(NoWarn);CS1591 - $(NoWarn);IDE1006 + $(NoWarn);IDE1006 + + + $(NoWarn);IDE0340 diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDistanceFunctionTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDistanceFunctionTests.cs new file mode 100644 index 000000000000..197b9f9b29e4 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDistanceFunctionTests.cs @@ -0,0 +1,22 @@ +// Copyright (c) Microsoft. All rights reserved. + +using InMemory.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace InMemory.ConformanceTests; + +public class InMemoryDistanceFunctionTests(InMemoryDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryIndexKindTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryIndexKindTests.cs new file mode 100644 index 000000000000..c41867572726 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using InMemory.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace InMemory.ConformanceTests; + +public class InMemoryIndexKindTests(InMemoryIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryTestSuiteImplementationTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryTestSuiteImplementationTests.cs index 60643471ea09..f2935aecab45 100644 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryTestSuiteImplementationTests.cs @@ -1,8 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.VectorSearch; namespace InMemory.ConformanceTests; @@ -11,10 +9,9 @@ public class InMemoryTestSuiteImplementationTests : TestSuiteImplementationTests protected override ICollection IgnoredTestBases { get; } = [ typeof(DependencyInjectionTests<,,,>), - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), + typeof(DependencyInjectionTests<>), // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs index 7f2c7d073e22..af44548a5372 100644 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs @@ -21,12 +21,36 @@ public override async Task GetAsync_single_record(bool includeVectors) // InMemory always returns the vectors (IncludeVectors = false isn't respected) var expectedRecord = fixture.TestData[0]; var received = await fixture.Collection.GetAsync( - (int)expectedRecord[DynamicDataModelFixture.KeyPropertyName]!, + (int)expectedRecord[KeyPropertyName]!, new() { IncludeVectors = false }); AssertEquivalent(expectedRecord, received, includeVectors: true, fixture.TestStore.VectorsComparable); } + public override async Task GetAsync_multiple_records(bool includeVectors) + { + if (includeVectors) + { + await base.GetAsync_multiple_records(includeVectors); + return; + } + + // InMemory always returns the vectors (IncludeVectors = false isn't respected) + var expectedRecords = fixture.TestData.Take(2); + var ids = expectedRecords.Select(record => record[KeyPropertyName]!); + + var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = false }).ToArrayAsync(); + + foreach (var record in expectedRecords) + { + AssertEquivalent( + record, + received.Single(r => r[KeyPropertyName]!.Equals(record[KeyPropertyName])), + includeVectors: true, + fixture.TestStore.VectorsComparable); + } + } + public override async Task GetAsync_with_filter(bool includeVectors) { if (includeVectors) diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryMultiVectorModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryMultiVectorModelTests.cs new file mode 100644 index 000000000000..d215b332a87c --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemoryDynamicDataModelFixture.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemoryDynamicDataModelFixture.cs deleted file mode 100644 index e7482c000f95..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemoryDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace InMemory.ConformanceTests.Support; - -public class InMemoryDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => InMemoryTestStore.Instance; -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemorySimpleModelFixture.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemorySimpleModelFixture.cs deleted file mode 100644 index c745c06c1ec4..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/Support/InMemorySimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace InMemory.ConformanceTests.Support; - -public class InMemorySimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => InMemoryTestStore.Instance; -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDataTypeTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryDataTypeTests.cs similarity index 86% rename from dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDataTypeTests.cs rename to dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryDataTypeTests.cs index d0e47b840f93..3739bbdd4c52 100644 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryDataTypeTests.cs +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace InMemory.ConformanceTests; +namespace InMemory.ConformanceTests.TypeTests; public class InMemoryDataTypeTests(InMemoryDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryEmbeddingTypeTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryEmbeddingTypeTests.cs similarity index 88% rename from dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryEmbeddingTypeTests.cs rename to dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryEmbeddingTypeTests.cs index fcdd51f0c54d..fa839fffcc4f 100644 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace InMemory.ConformanceTests; +namespace InMemory.ConformanceTests.TypeTests; public class InMemoryEmbeddingTypeTests(InMemoryEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryKeyTypeTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryKeyTypeTests.cs new file mode 100644 index 000000000000..2739ddd93d0d --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/TypeTests/InMemoryKeyTypeTests.cs @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. + +using InMemory.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace InMemory.ConformanceTests.TypeTests; + +public class InMemoryKeyTypeTests(InMemoryKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + // The InMemory provider supports all .NET types as keys; below are just a few basic tests. + + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + protected override async Task Test(TKey keyValue) + { + await base.Test(keyValue); + + // For InMemory, delete the collection, otherwise the next test that runs will fail because the collection + // already exists but with the previous key type. + using var collection = fixture.CreateCollection(); + await collection.EnsureCollectionDeletedAsync(); + } + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/HybridSearch/MongoKeywordVectorizedHybridSearchTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/HybridSearch/MongoKeywordVectorizedHybridSearchTests.cs deleted file mode 100644 index c547b1bf212c..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/HybridSearch/MongoKeywordVectorizedHybridSearchTests.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace MongoDB.ConformanceTests.HybridSearch; - -public class MongoKeywordVectorizedHybridSearchTests( - MongoKeywordVectorizedHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, - MongoKeywordVectorizedHybridSearchTests.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoMultiVectorModelTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoMultiVectorModelTests.cs new file mode 100644 index 000000000000..9c04f2484434 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDependencyInjectionTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDependencyInjectionTests.cs index 2e96cf19ec4c..b9542accfc1f 100644 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDependencyInjectionTests.cs @@ -5,13 +5,12 @@ using Microsoft.SemanticKernel.Connectors.MongoDB; using MongoDB.Driver; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace MongoDB.ConformanceTests; public class MongoDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "mongodb://localhost:27017"; protected const string DatabaseName = "dbName"; @@ -43,22 +42,22 @@ private static string DatabaseNameProvider(IServiceProvider sp, object serviceKe ? services .AddSingleton(sp => new MongoClient(MongoClientSettings.FromConnectionString(ConnectionString))) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddMongoCollection>(name, lifetime: lifetime) + .AddMongoCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new MongoClient(MongoClientSettings.FromConnectionString(ConnectionString))) .AddSingleton(sp => sp.GetRequiredService().GetDatabase(DatabaseName)) - .AddKeyedMongoCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedMongoCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddMongoCollection>( + ? services.AddMongoCollection( name, ConnectionString, DatabaseName, lifetime: lifetime) - : services.AddKeyedMongoCollection>( + : services.AddKeyedMongoCollection( serviceKey, name, ConnectionString, DatabaseName, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddMongoCollection>( + ? services.AddMongoCollection( name, ConnectionStringProvider, DatabaseNameProvider, lifetime: lifetime) - : services.AddKeyedMongoCollection>( + : services.AddKeyedMongoCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), sp => DatabaseNameProvider(sp, serviceKey), lifetime: lifetime); } } @@ -90,9 +89,9 @@ public void ConnectionStringProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: null!, databaseNameProvider: DatabaseNameProvider)); } @@ -101,9 +100,9 @@ public void DatabaseNameProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", connectionStringProvider: ConnectionStringProvider, databaseNameProvider: null!)); } @@ -114,13 +113,13 @@ public void ConnectionStringCantBeNullOrEmpty() Assert.Throws(() => services.AddMongoVectorStore(connectionString: null!, DatabaseName)); Assert.Throws(() => services.AddKeyedMongoVectorStore(serviceKey: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", connectionString: "", DatabaseName)); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", connectionString: null!, DatabaseName)); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", connectionString: "", DatabaseName)); } @@ -131,13 +130,13 @@ public void DatabaseNameCantBeNullOrEmpty() Assert.Throws(() => services.AddMongoVectorStore(ConnectionString, databaseName: null!)); Assert.Throws(() => services.AddKeyedMongoVectorStore(serviceKey: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddMongoCollection>( + Assert.Throws(() => services.AddMongoCollection( name: "notNull", ConnectionString, databaseName: "")); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: null!)); - Assert.Throws(() => services.AddKeyedMongoCollection>( + Assert.Throws(() => services.AddKeyedMongoCollection( serviceKey: "notNull", name: "notNull", ConnectionString, databaseName: "")); } } diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDistanceFunctionTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDistanceFunctionTests.cs new file mode 100644 index 000000000000..5bb7d3d0f78d --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDistanceFunctionTests.cs @@ -0,0 +1,25 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace MongoDB.ConformanceTests; + +public class MongoDistanceFunctionTests(MongoDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + + public override bool AssertScores { get; } = false; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoHybridSearchTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoHybridSearchTests.cs new file mode 100644 index 000000000000..908a535316fd --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoHybridSearchTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace MongoDB.ConformanceTests; + +public class MongoHybridSearchTests( + MongoHybridSearchTests.VectorAndStringFixture vectorAndStringFixture, + MongoHybridSearchTests.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoIndexKindTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoIndexKindTests.cs new file mode 100644 index 000000000000..c7778402e69b --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace MongoDB.ConformanceTests; + +public class MongoIndexKindTests(MongoIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs index a5e577d88e0e..e432e4466100 100644 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs @@ -1,15 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.VectorSearch; namespace MongoDB.ConformanceTests; -public class MongoTestSuiteImplementationTests : TestSuiteImplementationTests -{ - protected override ICollection IgnoredTestBases { get; } = - [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>) - ]; -} +public class MongoTestSuiteImplementationTests : TestSuiteImplementationTests; diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/Support/MongoSimpleModelFixture.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/Support/MongoSimpleModelFixture.cs deleted file mode 100644 index ec264726f40c..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/Support/MongoSimpleModelFixture.cs +++ /dev/null @@ -1,11 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace MongoDB.ConformanceTests.Support; - -public class MongoSimpleModelFixture : SimpleModelFixture - where TKey : notnull -{ - public override TestStore TestStore => MongoTestStore.Instance; -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDataTypeTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoDataTypeTests.cs similarity index 95% rename from dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDataTypeTests.cs rename to dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoDataTypeTests.cs index 6a9361bbff28..8305e4a557c6 100644 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDataTypeTests.cs +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace MongoDB.ConformanceTests; +namespace MongoDB.ConformanceTests.TypeTests; public class MongoDataTypeTests(MongoDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoEmbeddingTypeTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoEmbeddingTypeTests.cs similarity index 85% rename from dotnet/test/VectorData/MongoDB.ConformanceTests/MongoEmbeddingTypeTests.cs rename to dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoEmbeddingTypeTests.cs index 4500ed138490..224c16a9889c 100644 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace MongoDB.ConformanceTests; +namespace MongoDB.ConformanceTests.TypeTests; public class MongoEmbeddingTypeTests(MongoEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoKeyTypeTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoKeyTypeTests.cs new file mode 100644 index 000000000000..aab5bb71196e --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/TypeTests/MongoKeyTypeTests.cs @@ -0,0 +1,31 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.Bson; +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace MongoDB.ConformanceTests.TypeTests; + +public class MongoKeyTypeTests(MongoKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task ObjectId() => this.Test(new("652f8c3e8f9b2c1a4d3e6a7b")); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.UnitTests/MongoVectorStoreTests.cs b/dotnet/test/VectorData/MongoDB.UnitTests/MongoVectorStoreTests.cs index ee2754342390..5a3e4238a020 100644 --- a/dotnet/test/VectorData/MongoDB.UnitTests/MongoVectorStoreTests.cs +++ b/dotnet/test/VectorData/MongoDB.UnitTests/MongoVectorStoreTests.cs @@ -26,7 +26,7 @@ public void GetCollectionWithNotSupportedKeyThrowsException() using var sut = new MongoVectorStore(this._mockMongoDatabase.Object); // Act & Assert - Assert.Throws(() => sut.GetCollection("collection")); + Assert.Throws(() => sut.GetCollection("collection")); } [Fact] diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresMultiVectorModelTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresMultiVectorModelTests.cs new file mode 100644 index 000000000000..e44e7b05fff1 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PgVectorTestSuiteImplementationTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PgVectorTestSuiteImplementationTests.cs index 4e70b8d50101..e3fd1d252cf2 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/PgVectorTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PgVectorTestSuiteImplementationTests.cs @@ -1,8 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.VectorSearch; namespace PgVector.ConformanceTests; @@ -10,9 +8,7 @@ public class PostgresTestSuiteImplementationTests : TestSuiteImplementationTests { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchWithFilterConformanceTests<>), - // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs index e573e309c396..c3790501ea7b 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs @@ -2,11 +2,16 @@ using PgVector.ConformanceTests.Support; using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; using Xunit; namespace PgVector.ConformanceTests; -public class PostgresCollectionManagementTests(PostgresFixture fixture) - : CollectionManagementTests(fixture), IClassFixture +public class PostgresCollectionManagementTests(PostgresCollectionManagementTests.Fixture fixture) + : CollectionManagementTests(fixture), IClassFixture { + public class Fixture : VectorStoreFixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDependencyInjectionTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDependencyInjectionTests.cs index 1ec9964e03eb..c30e98d58deb 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDependencyInjectionTests.cs @@ -4,13 +4,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.PgVector; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace PgVector.ConformanceTests; public class PostgresDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "Host=localhost;Database=test;"; @@ -31,15 +30,15 @@ private static string ConnectionStringProvider(IServiceProvider sp, object servi get { yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddPostgresCollection>( + ? services.AddPostgresCollection( name, connectionString: ConnectionString, lifetime: lifetime) - : services.AddKeyedPostgresCollection>( + : services.AddKeyedPostgresCollection( serviceKey, name, connectionString: ConnectionString, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddPostgresCollection>( + ? services.AddPostgresCollection( name, ConnectionStringProvider, lifetime: lifetime) - : services.AddKeyedPostgresCollection>( + : services.AddKeyedPostgresCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), lifetime: lifetime); } } @@ -67,8 +66,8 @@ public void ConnectionStringProviderCantBeNull() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddPostgresCollection>(name: "notNull", connectionStringProvider: null!)); - Assert.Throws(() => services.AddKeyedPostgresCollection>(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddPostgresCollection(name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddKeyedPostgresCollection(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); } [Fact] @@ -78,13 +77,13 @@ public void ConnectionStringCantBeNullOrEmpty() Assert.Throws(() => services.AddPostgresVectorStore(connectionString: null!)); Assert.Throws(() => services.AddKeyedPostgresVectorStore(serviceKey: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddPostgresCollection>( + Assert.Throws(() => services.AddPostgresCollection( name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddPostgresCollection>( + Assert.Throws(() => services.AddPostgresCollection( name: "notNull", connectionString: "")); - Assert.Throws(() => services.AddKeyedPostgresCollection>( + Assert.Throws(() => services.AddKeyedPostgresCollection( serviceKey: "notNull", name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddKeyedPostgresCollection>( + Assert.Throws(() => services.AddKeyedPostgresCollection( serviceKey: "notNull", name: "notNull", connectionString: "")); } } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDistanceFunctionTests.cs similarity index 57% rename from dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests.cs rename to dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDistanceFunctionTests.cs index f6b89ceed56a..39f4a7143a05 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDistanceFunctionTests.cs @@ -2,21 +2,27 @@ using Microsoft.Extensions.VectorData; using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.VectorSearch; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; using Xunit; -namespace PgVector.ConformanceTests.VectorSearch; +namespace PgVector.ConformanceTests; -public class PostgresVectorSearchDistanceFunctionComplianceTests(PostgresFixture fixture) : VectorSearchDistanceFunctionComplianceTests(fixture), IClassFixture +public class PostgresDistanceFunctionTests(PostgresDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture { public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); public override async Task HammingDistance() { - // Hamming distance is supported by pgvector, but only on binaray vectors (bit(x)), and the test uses float32 vectors (vector(x)). + // Hamming distance is supported by pgvector, but only on binary vectors (bit(x)), and the test uses float32 vectors (vector(x)). var exception = await Assert.ThrowsAsync(base.HammingDistance); Assert.IsType(exception.InnerException); } - public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresIndexKindTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresIndexKindTests.cs new file mode 100644 index 000000000000..021cd96a911f --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresIndexKindTests.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using PgVector.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace PgVector.ConformanceTests; + +public class PostgresIndexKindTests(PostgresIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Hnsw() + => this.Test(IndexKind.Hnsw); + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresFixture.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresFixture.cs deleted file mode 100644 index 6897e63cfe23..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace PgVector.ConformanceTests.Support; - -public class PostgresFixture : VectorStoreFixture -{ - public override TestStore TestStore => PostgresTestStore.Instance; -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDataTypeTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresDataTypeTests.cs similarity index 92% rename from dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDataTypeTests.cs rename to dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresDataTypeTests.cs index 53245b2e089e..faec9f0323a5 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresDataTypeTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace PgVector.ConformanceTests; +namespace PgVector.ConformanceTests.TypeTests; public class PostgresDataTypeTests(PostgresDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresEmbeddingTypeTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresEmbeddingTypeTests.cs similarity index 71% rename from dotnet/test/VectorData/PgVector.ConformanceTests/PostgresEmbeddingTypeTests.cs rename to dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresEmbeddingTypeTests.cs index 2e7b19692dfe..42c35efc2515 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresEmbeddingTypeTests.cs @@ -1,20 +1,18 @@ // Copyright (c) Microsoft. All rights reserved. using System.Collections; -#if NET8_0_OR_GREATER using Microsoft.Extensions.AI; -#endif using Microsoft.Extensions.VectorData; using Pgvector; using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace PgVector.ConformanceTests; +namespace PgVector.ConformanceTests.TypeTests; public class PostgresEmbeddingTypeTests(PostgresEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture @@ -41,16 +39,27 @@ public virtual Task Array_of_Half() new ReadOnlyMemoryEmbeddingGenerator([(byte)1, (byte)2, (byte)3])); #endif - // TODO: Figure out the embedding generation story for binaryvec/sparsevec - need an Embedding wrapper - [ConditionalFact] public virtual Task BitArray() - => this.Test(new BitArray(new bool[] { true, false, true }), distanceFunction: DistanceFunction.HammingDistance, embeddingGenerator: null); + => this.Test( + new BitArray([true, false, true]), + new BinaryEmbeddingGenerator(new BitArray([true, false, true])), + distanceFunction: DistanceFunction.HammingDistance); + + [ConditionalFact] + public virtual Task BinaryEmbedding() + => this.Test( + new BinaryEmbedding(new([true, false, true])), + new BinaryEmbeddingGenerator(new BitArray([true, false, true])), + distanceFunction: DistanceFunction.HammingDistance, + vectorEqualityAsserter: (e, a) => Assert.Equal(e.Vector, a.Vector)); [ConditionalFact] public virtual Task SparseVector() => this.Test(new SparseVector(new ReadOnlyMemory([1, 2, 3])), embeddingGenerator: null); + // TODO: Figure out the embedding generation story for sparsevec - need an Embedding wrapper + public new class Fixture : EmbeddingTypeTests.Fixture { public override TestStore TestStore => PostgresTestStore.Instance; diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresKeyTypeTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresKeyTypeTests.cs new file mode 100644 index 000000000000..7a76eb38615f --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/TypeTests/PostgresKeyTypeTests.cs @@ -0,0 +1,27 @@ +// Copyright (c) Microsoft. All rights reserved. + +using PgVector.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace PgVector.ConformanceTests.TypeTests; + +public class PostgresKeyTypeTests(PostgresKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests_Hnsw.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests_Hnsw.cs deleted file mode 100644 index b621a80405b3..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/VectorSearch/PostgresVectorSearchDistanceFunctionComplianceTests_Hnsw.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; - -namespace PgVector.ConformanceTests.VectorSearch; - -public class PostgresVectorSearchDistanceFunctionComplianceTests_Hnsw(PostgresFixture fixture) : PostgresVectorSearchDistanceFunctionComplianceTests(fixture) -{ - protected override string IndexKind => Microsoft.Extensions.VectorData.IndexKind.Hnsw; -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeBasicModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeBasicModelTests.cs new file mode 100644 index 000000000000..28f02b082aa7 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeBasicModelTests.cs @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Pinecone.ConformanceTests.Support; +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Pinecone.ConformanceTests.ModelTests; + +public class PineconeBasicModelTests(PineconeBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_OrderBy() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_OrderBy); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public override async Task GetAsync_with_filter_and_OrderBy_and_Skip() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_OrderBy_and_Skip); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeDynamicModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeDynamicModelTests.cs new file mode 100644 index 000000000000..773ce63ea7d0 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeDynamicModelTests.cs @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Pinecone.ConformanceTests.Support; +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Pinecone.ConformanceTests.ModelTests; + +public class PineconeDynamicModelTests(PineconeDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_OrderBy() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_OrderBy); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public override async Task GetAsync_with_filter_and_OrderBy_and_Skip() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_OrderBy_and_Skip); + Assert.Equal("Pinecone does not support ordering.", exception.Message); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeNoDataModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeNoDataModelTests.cs similarity index 100% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeNoDataModelTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/ModelTests/PineconeNoDataModelTests.cs diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Pinecone.ConformanceTests.csproj b/dotnet/test/VectorData/Pinecone.ConformanceTests/Pinecone.ConformanceTests.csproj index eadf74cc2d71..25123c509c5a 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Pinecone.ConformanceTests.csproj +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/Pinecone.ConformanceTests.csproj @@ -33,6 +33,7 @@ + diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs index d54068198d56..849425659895 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs @@ -5,7 +5,7 @@ using VectorData.ConformanceTests.Xunit; using Xunit; -namespace Pinecone.ConformanceTests.CRUD; +namespace Pinecone.ConformanceTests; public class PineconeAllSupportedTypesTests(PineconeFixture fixture) : IClassFixture { diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs index 6bedfb6acc21..8fd939a3b31c 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs @@ -7,8 +7,4 @@ namespace Pinecone.ConformanceTests; public class PineconeCollectionManagementTests(PineconeFixture fixture) - : CollectionManagementTests(fixture), IClassFixture -{ - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "collection-tests"; -} + : CollectionManagementTests(fixture), IClassFixture; diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDependencyInjectionTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDependencyInjectionTests.cs index 68c430638678..7e564a8c64b2 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDependencyInjectionTests.cs @@ -4,13 +4,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.Pinecone; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace Pinecone.ConformanceTests; public class PineconeDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { private const string ApiKey = "Fake API Key"; private static readonly ClientOptions s_clientOptions = new() { MaxRetries = 1 }; @@ -35,21 +34,21 @@ private static string ApiKeyProvider(IServiceProvider sp, object? serviceKey = n yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(sp => new PineconeClient(ApiKey)) - .AddPineconeCollection>(name, lifetime: lifetime) + .AddPineconeCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new PineconeClient(ApiKey)) - .AddKeyedPineconeCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedPineconeCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddPineconeCollection>( + ? services.AddPineconeCollection( name, ApiKey, lifetime: lifetime) - : services.AddKeyedPineconeCollection>( + : services.AddKeyedPineconeCollection( serviceKey, name, ApiKey, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddPineconeCollection>( + ? services.AddPineconeCollection( name, sp => new PineconeClient(ApiKeyProvider(sp), ClientOptionsProvider(sp)), lifetime: lifetime) - : services.AddKeyedPineconeCollection>( + : services.AddKeyedPineconeCollection( serviceKey, name, sp => new PineconeClient(ApiKeyProvider(sp, serviceKey), ClientOptionsProvider(sp, serviceKey)), lifetime: lifetime); } } @@ -81,13 +80,13 @@ public void ApiKeyCantBeNullOrEmpty() Assert.Throws(() => services.AddPineconeVectorStore(apiKey: null!)); Assert.Throws(() => services.AddKeyedPineconeVectorStore(serviceKey: "notNull", apiKey: null!)); - Assert.Throws(() => services.AddPineconeCollection>( + Assert.Throws(() => services.AddPineconeCollection( name: "notNull", apiKey: null!)); - Assert.Throws(() => services.AddPineconeCollection>( + Assert.Throws(() => services.AddPineconeCollection( name: "notNull", apiKey: "")); - Assert.Throws(() => services.AddKeyedPineconeCollection>( + Assert.Throws(() => services.AddKeyedPineconeCollection( serviceKey: "notNull", name: "notNull", apiKey: null!)); - Assert.Throws(() => services.AddKeyedPineconeCollection>( + Assert.Throws(() => services.AddKeyedPineconeCollection( serviceKey: "notNull", name: "notNull", apiKey: "")); } } diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDistanceFunctionTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDistanceFunctionTests.cs new file mode 100644 index 000000000000..b8cfa72c310b --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDistanceFunctionTests.cs @@ -0,0 +1,42 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Pinecone.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Pinecone.ConformanceTests; + +public class PineconeDistanceFunctionTests(PineconeDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + + protected override async Task Test( + string distanceFunction, + double expectedExactMatchScore, + double expectedOppositeScore, + double expectedOrthogonalScore, + int[] resultOrder) + { + await base.Test( + distanceFunction, + expectedExactMatchScore, + expectedOppositeScore, + expectedOrthogonalScore, + resultOrder); + + // The Pinecone emulator needs some extra time to spawn a new index service + // that uses a different distance function. + await Task.Delay(TimeSpan.FromSeconds(5)); + } + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingGenerationTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingGenerationTests.cs index ac0024b3584e..8d9a19bf87b5 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingGenerationTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingGenerationTests.cs @@ -31,9 +31,6 @@ public override async Task SearchAsync_string_without_generator_throws() { public override TestStore TestStore => PineconeTestStore.Instance; - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "embedding-generation-tests"; - public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGenerator) => PineconeTestStore.Instance.GetVectorStore(new() { EmbeddingGenerator = embeddingGenerator }); @@ -62,9 +59,6 @@ public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGene { public override TestStore TestStore => PineconeTestStore.Instance; - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "search-only-embedding-generation-tests"; - public override VectorStore CreateVectorStore(IEmbeddingGenerator? embeddingGenerator) => PineconeTestStore.Instance.GetVectorStore(new() { EmbeddingGenerator = embeddingGenerator }); diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs index 0342d871af29..35e30becd5ef 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs @@ -24,19 +24,19 @@ public virtual Task Not_over_Contains() // Pinecone currently doesn't support null checking ({ "Foo" : null }) in vector search pre-filters public override Task Equal_with_null_reference_type() - => Assert.ThrowsAsync(() => base.Equal_with_null_reference_type()); + => Assert.ThrowsAsync(base.Equal_with_null_reference_type); public override Task Equal_with_null_captured() - => Assert.ThrowsAsync(() => base.Equal_with_null_captured()); + => Assert.ThrowsAsync(base.Equal_with_null_captured); public override Task NotEqual_with_null_reference_type() - => Assert.ThrowsAsync(() => base.NotEqual_with_null_reference_type()); + => Assert.ThrowsAsync(base.NotEqual_with_null_reference_type); public override Task NotEqual_with_null_captured() - => Assert.ThrowsAsync(() => base.NotEqual_with_null_captured()); + => Assert.ThrowsAsync(base.NotEqual_with_null_captured); public override Task Equal_int_property_with_null_nullable_int() - => Assert.ThrowsAsync(() => base.Equal_int_property_with_null_nullable_int()); + => Assert.ThrowsAsync(base.Equal_int_property_with_null_nullable_int); #endregion @@ -45,33 +45,45 @@ public override Task Equal_int_property_with_null_nullable_int() // Pinecone currently doesn't support NOT in vector search pre-filters // (https://www.mongodb.com/docs/atlas/atlas-vector-search/vector-search-stage/#atlas-vector-search-pre-filter) public override Task Not_over_And() - => Assert.ThrowsAsync(() => base.Not_over_And()); + => Assert.ThrowsAsync(base.Not_over_And); public override Task Not_over_Or() - => Assert.ThrowsAsync(() => base.Not_over_Or()); + => Assert.ThrowsAsync(base.Not_over_Or); #endregion public override Task Contains_over_field_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_field_string_array()); + => Assert.ThrowsAsync(base.Contains_over_field_string_array); public override Task Contains_over_field_string_List() - => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + => Assert.ThrowsAsync(base.Contains_over_field_string_List); + + // List fields not (currently) supported on SQLite (see #10343) + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(base.Contains_with_Enumerable_Contains); + +#if !NETFRAMEWORK + // List fields not (currently) supported on SQLite (see #10343) + public override Task Contains_with_MemoryExtensions_Contains() + => Assert.ThrowsAsync(base.Contains_with_MemoryExtensions_Contains); +#endif + +#if NET10_0_OR_GREATER + public override Task Contains_with_MemoryExtensions_Contains_with_null_comparer() + => Assert.ThrowsAsync(base.Contains_with_MemoryExtensions_Contains_with_null_comparer); +#endif // AnyTagEqualTo not (currently) supported on Pinecone [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_array() - => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_array()); + => Assert.ThrowsAsync(base.Legacy_AnyTagEqualTo_array); [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_List() - => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); + => Assert.ThrowsAsync(base.Legacy_AnyTagEqualTo_List); public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => PineconeTestStore.Instance; - - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "filter-tests"; } } diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeIndexKindTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeIndexKindTests.cs new file mode 100644 index 000000000000..7bc83979b511 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeIndexKindTests.cs @@ -0,0 +1,34 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Pinecone.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Pinecone.ConformanceTests; + +public class PineconeIndexKindTests(PineconeIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + // Pinecone does not support index-less searching + public override Task Flat() => Assert.ThrowsAsync(base.Flat); + + [ConditionalFact] + public virtual Task PGA() + => this.Test("PGA"); + + protected override async Task Test(string indexKind) + { + await base.Test(indexKind); + + // The Pinecone emulator needs some extra time to spawn a new index service + // that uses a different distance function. + await Task.Delay(TimeSpan.FromSeconds(5)); + } + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeTestSuiteImplementationTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeTestSuiteImplementationTests.cs index d5548b043106..599d9bc5734f 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeTestSuiteImplementationTests.cs @@ -1,8 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.VectorSearch; +using VectorData.ConformanceTests.ModelTests; namespace Pinecone.ConformanceTests; @@ -10,9 +9,10 @@ public class PineconeTestSuiteImplementationTests : TestSuiteImplementationTests { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchWithFilterConformanceTests<>), + // Pinecone does not support multiple vectors + typeof(MultiVectorModelTests<>), // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeTestStore.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeTestStore.cs index 7e295ee28b00..fbe4bde93715 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeTestStore.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeTestStore.cs @@ -4,6 +4,7 @@ #pragma warning restore IDE0005 // Using directive is unnecessary. using DotNet.Testcontainers.Builders; using DotNet.Testcontainers.Containers; +using Humanizer; using Microsoft.SemanticKernel.Connectors.Pinecone; using VectorData.ConformanceTests.Support; @@ -108,6 +109,11 @@ private async Task StartContainerAsync() return container; } + // Collection name must contain only ASCII lowercase letters, digits and dashes. + // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names + public override string AdjustCollectionName(string baseName) + => baseName.Kebaberize(); + private sealed class RedirectHandler : DelegatingHandler { private readonly Dictionary _containerToHostPort; diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs deleted file mode 100644 index 859542eead00..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.ModelTests; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Pinecone.ConformanceTests.ModelTests; - -public class PineconeBasicModelTests(PineconeBasicModelTests.Fixture fixture) - : BasicModelTests(fixture), IClassFixture -{ - public new class Fixture : BasicModelTests.Fixture - { - public override TestStore TestStore => PineconeTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeDynamicModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeDynamicModelTests.cs deleted file mode 100644 index c4aff04e3165..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeDynamicModelTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.ModelTests; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Pinecone.ConformanceTests.ModelTests; - -public class PineconeDynamicModelTests(PineconeDynamicModelTests.Fixture fixture) - : DynamicModelTests(fixture), IClassFixture -{ - public new class Fixture : DynamicModelTests.Fixture - { - public override TestStore TestStore => PineconeTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDataTypeTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeDataTypeTests.cs similarity index 83% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDataTypeTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeDataTypeTests.cs index ade59387ebf5..404502858ccc 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeDataTypeTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace Pinecone.ConformanceTests; +namespace Pinecone.ConformanceTests.TypeTests; public class PineconeDataTypeTests(PineconeDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture @@ -14,9 +14,6 @@ public class PineconeDataTypeTests(PineconeDataTypeTests.Fixture fixture) { public override TestStore TestStore => PineconeTestStore.Instance; - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "data-type-tests"; - // Pincone does not support null checks in vector search pre-filters public override bool IsNullFilteringSupported => false; diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingTypeTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeEmbeddingTypeTests.cs similarity index 71% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingTypeTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeEmbeddingTypeTests.cs index 87714284439d..b11008b7b535 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace Pinecone.ConformanceTests; +namespace Pinecone.ConformanceTests.TypeTests; public class PineconeEmbeddingTypeTests(PineconeEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture @@ -15,8 +15,5 @@ public class PineconeEmbeddingTypeTests(PineconeEmbeddingTypeTests.Fixture fixtu public new class Fixture : EmbeddingTypeTests.Fixture { public override TestStore TestStore => PineconeTestStore.Instance; - - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "embedding-type-tests"; } } diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeKeyTypeTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeKeyTypeTests.cs new file mode 100644 index 000000000000..ec856368d2f4 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TypeTests/PineconeKeyTypeTests.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Pinecone.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Pinecone.ConformanceTests.TypeTests; + +public class PineconeKeyTypeTests(PineconeKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/VectorSearch/PineconeVectorSearchDistanceFunctionComplianceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/VectorSearch/PineconeVectorSearchDistanceFunctionComplianceTests.cs deleted file mode 100644 index 050e387e31e8..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/VectorSearch/PineconeVectorSearchDistanceFunctionComplianceTests.cs +++ /dev/null @@ -1,49 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.VectorSearch; -using Xunit; - -namespace Pinecone.ConformanceTests.VectorSearch; - -public class PineconeVectorSearchDistanceFunctionComplianceTests(PineconeFixture fixture) - : VectorSearchDistanceFunctionComplianceTests(fixture), IClassFixture -{ - public override Task CosineDistance() - => Assert.ThrowsAsync(base.CosineDistance); - - public override async Task CosineSimilarity() - { - await base.CosineSimilarity(); - await ArtificialDelayToWorkaroundEmulatorLimitations(); - } - - public override async Task DotProductSimilarity() - { - await base.DotProductSimilarity(); - await ArtificialDelayToWorkaroundEmulatorLimitations(); - } - - public override Task EuclideanDistance() - => Assert.ThrowsAsync(base.EuclideanDistance); - - public override async Task EuclideanSquaredDistance() - { - await base.EuclideanSquaredDistance(); - await ArtificialDelayToWorkaroundEmulatorLimitations(); - } - - public override Task HammingDistance() - => Assert.ThrowsAsync(base.HammingDistance); - - public override Task ManhattanDistance() - => Assert.ThrowsAsync(base.ManhattanDistance); - - public override Task NegativeDotProductSimilarity() - => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); - - // The Pinecone emulator needs some extra time to spawn a new index service - // that uses a different distance function. - private static Task ArtificialDelayToWorkaroundEmulatorLimitations() - => Task.Delay(TimeSpan.FromSeconds(5)); -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_NamedVectors.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_NamedVectors.cs deleted file mode 100644 index a06c1c041713..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_NamedVectors.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Qdrant.ConformanceTests.HybridSearch; - -public class QdrantKeywordVectorizedHybridSearchTests_NamedVectors( - QdrantKeywordVectorizedHybridSearchTests_NamedVectors.VectorAndStringFixture vectorAndStringFixture, - QdrantKeywordVectorizedHybridSearchTests_NamedVectors.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; - } -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors.cs deleted file mode 100644 index ee7e61ec22af..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/HybridSearch/QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Qdrant.ConformanceTests.HybridSearch; - -public class QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors( - QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors.VectorAndStringFixture vectorAndStringFixture, - QdrantKeywordVectorizedHybridSearchTests_UnnamedVectors.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; - } -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantMultiVectorModelTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantMultiVectorModelTests.cs new file mode 100644 index 000000000000..aa753bf5a9d4 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDependencyInjectionTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDependencyInjectionTests.cs index 28f642552fbe..b33add29585f 100644 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDependencyInjectionTests.cs @@ -5,13 +5,12 @@ using Microsoft.SemanticKernel.Connectors.Qdrant; using Qdrant.Client; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace Qdrant.ConformanceTests; public class QdrantDependencyInjectionTests - : DependencyInjectionTests>, ulong, SimpleRecord> + : DependencyInjectionTests.Record>, ulong, DependencyInjectionTests.Record> { private const string Host = "localhost"; private const int Port = 8080; @@ -41,21 +40,21 @@ private static string ApiKeyProvider(IServiceProvider sp, object? serviceKey = n yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(sp => new QdrantClient(Host, Port, apiKey: ApiKey)) - .AddQdrantCollection>(name, lifetime: lifetime) + .AddQdrantCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new QdrantClient(Host, Port, apiKey: ApiKey)) - .AddKeyedQdrantCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedQdrantCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddQdrantCollection>( + ? services.AddQdrantCollection( name, Host, Port, apiKey: ApiKey, lifetime: lifetime) - : services.AddKeyedQdrantCollection>( + : services.AddKeyedQdrantCollection( serviceKey, name, Host, Port, apiKey: ApiKey, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddQdrantCollection>( + ? services.AddQdrantCollection( name, sp => new QdrantClient(HostProvider(sp), PortProvider(sp), apiKey: ApiKeyProvider(sp)), lifetime: lifetime) - : services.AddKeyedQdrantCollection>( + : services.AddKeyedQdrantCollection( serviceKey, name, sp => new QdrantClient(HostProvider(sp, serviceKey), PortProvider(sp, serviceKey), apiKey: ApiKeyProvider(sp, serviceKey)), lifetime: lifetime); } } @@ -87,13 +86,13 @@ public void HostCantBeNullOrEmpty() Assert.Throws(() => services.AddQdrantVectorStore(host: null!)); Assert.Throws(() => services.AddKeyedQdrantVectorStore(serviceKey: "notNull", host: null!)); - Assert.Throws(() => services.AddQdrantCollection>( + Assert.Throws(() => services.AddQdrantCollection( name: "notNull", host: null!)); - Assert.Throws(() => services.AddQdrantCollection>( + Assert.Throws(() => services.AddQdrantCollection( name: "notNull", host: "")); - Assert.Throws(() => services.AddKeyedQdrantCollection>( + Assert.Throws(() => services.AddKeyedQdrantCollection( serviceKey: "notNull", name: "notNull", host: null!)); - Assert.Throws(() => services.AddKeyedQdrantCollection>( + Assert.Throws(() => services.AddKeyedQdrantCollection( serviceKey: "notNull", name: "notNull", host: "")); } } diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDistanceFunctionTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDistanceFunctionTests.cs new file mode 100644 index 000000000000..9406648afa95 --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDistanceFunctionTests.cs @@ -0,0 +1,22 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Qdrant.ConformanceTests; + +public class QdrantDistanceFunctionTests(QdrantDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineDistance() => Assert.ThrowsAsync(base.CosineDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantHybridSearchTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantHybridSearchTests.cs new file mode 100644 index 000000000000..8c2c2e8d250b --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantHybridSearchTests.cs @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Qdrant.ConformanceTests; + +public class QdrantHybridSearchTests_NamedVectors( + QdrantHybridSearchTests_NamedVectors.VectorAndStringFixture vectorAndStringFixture, + QdrantHybridSearchTests_NamedVectors.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} + +public class QdrantHybridSearchTests_UnnamedVectors( + QdrantHybridSearchTests_UnnamedVectors.VectorAndStringFixture vectorAndStringFixture, + QdrantHybridSearchTests_UnnamedVectors.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantIndexKindTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantIndexKindTests.cs new file mode 100644 index 000000000000..398ceb69ec9c --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantIndexKindTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Qdrant.ConformanceTests; + +public class QdrantIndexKindTests(QdrantIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + // Qdrant does not support index-less searching + public override Task Flat() => Assert.ThrowsAsync(base.Flat); + + [ConditionalFact] + public virtual Task Hnsw() + => this.Test(IndexKind.Hnsw); + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantTestSuiteImplementationTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantTestSuiteImplementationTests.cs index 85ca65ce6caf..63e19ddbd40f 100644 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantTestSuiteImplementationTests.cs @@ -1,15 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.VectorSearch; namespace Qdrant.ConformanceTests; -public class QdrantTestSuiteImplementationTests : TestSuiteImplementationTests -{ - protected override ICollection IgnoredTestBases { get; } = - [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>) - ]; -} +public class QdrantTestSuiteImplementationTests : TestSuiteImplementationTests; diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDataTypeTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantDataTypeTests.cs similarity index 94% rename from dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDataTypeTests.cs rename to dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantDataTypeTests.cs index e5cdb008ee82..fcecc486b8de 100644 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantDataTypeTests.cs +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantDataTypeTests.cs @@ -1,12 +1,12 @@ // Copyright (c) Microsoft. All rights reserved. using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; -namespace Qdrant.ConformanceTests; +namespace Qdrant.ConformanceTests.TypeTests; public class QdrantDataTypeTests(QdrantDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantEmbeddingTypeTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantEmbeddingTypeTests.cs similarity index 86% rename from dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantEmbeddingTypeTests.cs rename to dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantEmbeddingTypeTests.cs index 83e75d5814d7..7229d04d8c52 100644 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace Qdrant.ConformanceTests; +namespace Qdrant.ConformanceTests.TypeTests; public class QdrantEmbeddingTypeTests(QdrantEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantKeyTypeTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantKeyTypeTests.cs new file mode 100644 index 000000000000..6594bddb3e35 --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/TypeTests/QdrantKeyTypeTests.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Qdrant.ConformanceTests.TypeTests; + +public class QdrantKeyTypeTests(QdrantKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task ULong() => this.Test(8UL); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.UnitTests/QdrantCollectionCreateMappingTests.cs b/dotnet/test/VectorData/Qdrant.UnitTests/QdrantCollectionCreateMappingTests.cs index 837689743507..ecb799ff0c59 100644 --- a/dotnet/test/VectorData/Qdrant.UnitTests/QdrantCollectionCreateMappingTests.cs +++ b/dotnet/test/VectorData/Qdrant.UnitTests/QdrantCollectionCreateMappingTests.cs @@ -48,7 +48,7 @@ public void MapSingleVectorThrowsForUnsupportedDistanceFunction() var vectorProperty = new VectorPropertyModel("testvector", typeof(ReadOnlyMemory)) { Dimensions = 4, DistanceFunction = DistanceFunction.CosineDistance }; // Act and assert. - Assert.Throws(() => QdrantCollectionCreateMapping.MapSingleVector(vectorProperty)); + Assert.Throws(() => QdrantCollectionCreateMapping.MapSingleVector(vectorProperty)); } [Fact] diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetMultiVectorModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetMultiVectorModelTests.cs new file mode 100644 index 000000000000..14ebf5a78d7f --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonMultiVectorModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonMultiVectorModelTests.cs new file mode 100644 index 000000000000..9e9cf147f9e3 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs index fd95cb072e26..376bdaa7a937 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs @@ -75,7 +75,7 @@ public class RedisJsonCollectionBasicFilterTests(RedisJsonCollectionBasicFilterT { public override TestStore TestStore => RedisTestStore.JsonInstance; - public override string CollectionName => "JsonCollectionFilterTests"; + protected override string CollectionNameBase => "JsonCollectionFilterTests"; public override string SpecialCharactersText #if NET8_0_OR_GREATER @@ -148,7 +148,7 @@ public override Task Legacy_AnyTagEqualTo_List() { public override TestStore TestStore => RedisTestStore.HashSetInstance; - public override string CollectionName => "HashSetCollectionFilterTests"; + protected override string CollectionNameBase => "HashSetCollectionFilterTests"; public override string SpecialCharactersText #if NET8_0_OR_GREATER diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDependencyInjectionTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDependencyInjectionTests.cs index c0dc12ec34af..d7dbab71441d 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDependencyInjectionTests.cs @@ -6,13 +6,12 @@ using Redis.ConformanceTests.Support; using StackExchange.Redis; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace Redis.ConformanceTests; public class RedisHashSetDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { private const string ConnectionConfiguration = "localhost:6379"; @@ -31,23 +30,23 @@ private static string Provider(IServiceProvider sp, object? serviceKey = null) { yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services - .AddRedisHashSetCollection>(name, + .AddRedisHashSetCollection(name, sp => new FakeDatabase(Provider(sp)), lifetime: lifetime) : services - .AddKeyedRedisHashSetCollection>(serviceKey, name, + .AddKeyedRedisHashSetCollection(serviceKey, name, sp => new FakeDatabase(Provider(sp, serviceKey)), lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(new FakeDatabase(ConnectionConfiguration)) - .AddRedisHashSetCollection>(name, lifetime: lifetime) + .AddRedisHashSetCollection(name, lifetime: lifetime) : services .AddSingleton(new FakeDatabase(ConnectionConfiguration)) - .AddKeyedRedisHashSetCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedRedisHashSetCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => services .AddKeyedSingleton(serviceKey, new FakeDatabase(ConnectionConfiguration)) - .AddKeyedRedisHashSetCollection>(serviceKey, name, + .AddKeyedRedisHashSetCollection(serviceKey, name, sp => sp.GetRequiredKeyedService(serviceKey), lifetime: lifetime); } } @@ -77,9 +76,9 @@ public void ConnectionConfigurationCantBeNullOrEmpty() Assert.Throws(() => services.AddKeyedRedisVectorStore("serviceKey", connectionConfiguration: null!)); Assert.Throws(() => services.AddKeyedRedisVectorStore("serviceKey", connectionConfiguration: "")); - Assert.Throws(() => services.AddRedisHashSetCollection>( + Assert.Throws(() => services.AddRedisHashSetCollection( name: "notNull", connectionConfiguration: null!)); - Assert.Throws(() => services.AddRedisHashSetCollection>( + Assert.Throws(() => services.AddRedisHashSetCollection( name: "notNull", connectionConfiguration: "")); } } diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDistanceFunctionTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDistanceFunctionTests.cs new file mode 100644 index 000000000000..ce42361e3962 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDistanceFunctionTests.cs @@ -0,0 +1,33 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; +using Xunit.Sdk; + +namespace Redis.ConformanceTests; + +public class RedisHashSetDistanceFunctionTests(RedisHashSetDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + // Excluding DotProductSimilarity from the test even though Redis supports it, because the values that redis returns + // are neither DotProductSimilarity nor NegativeDotProduct, but rather 1 - DotProductSimilarity. + public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); + + public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + private int _collectionCounter; + + public override TestStore TestStore => RedisTestStore.HashSetInstance; + + // Redis doesn't seem to reliably delete the collection: when running multiple tests that delete and recreate the collection with different key types, + // we seem to get key values from the previous collection despite having deleted and recreated it. So we uniquify the collection name instead. + public override string CollectionName => "DistanceFunctionTests" + (++this._collectionCounter); + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetIndexKindTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetIndexKindTests.cs new file mode 100644 index 000000000000..63c24d08f220 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Redis.ConformanceTests; + +public class RedisHashSetIndexKindTests(RedisHashSetIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDependencyInjectionTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDependencyInjectionTests.cs index 297eca89b3b3..ca614744d118 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDependencyInjectionTests.cs @@ -6,13 +6,12 @@ using Redis.ConformanceTests.Support; using StackExchange.Redis; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace Redis.ConformanceTests; public class RedisJsonDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { private const string ConnectionConfiguration = "localhost:6379"; @@ -31,23 +30,23 @@ private static string Provider(IServiceProvider sp, object? serviceKey = null) { yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services - .AddRedisJsonCollection>(name, + .AddRedisJsonCollection(name, sp => new FakeDatabase(Provider(sp)), lifetime: lifetime) : services - .AddKeyedRedisJsonCollection>(serviceKey, name, + .AddKeyedRedisJsonCollection(serviceKey, name, sp => new FakeDatabase(Provider(sp, serviceKey)), lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(new FakeDatabase(ConnectionConfiguration)) - .AddRedisJsonCollection>(name, lifetime: lifetime) + .AddRedisJsonCollection(name, lifetime: lifetime) : services .AddSingleton(new FakeDatabase(ConnectionConfiguration)) - .AddKeyedRedisJsonCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedRedisJsonCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => services .AddKeyedSingleton(serviceKey, new FakeDatabase(ConnectionConfiguration)) - .AddKeyedRedisJsonCollection>(serviceKey, name, + .AddKeyedRedisJsonCollection(serviceKey, name, sp => sp.GetRequiredKeyedService(serviceKey), lifetime: lifetime); } } @@ -77,9 +76,9 @@ public void ConnectionConfigurationCantBeNullOrEmpty() Assert.Throws(() => services.AddKeyedRedisVectorStore("serviceKey", connectionConfiguration: null!)); Assert.Throws(() => services.AddKeyedRedisVectorStore("serviceKey", connectionConfiguration: "")); - Assert.Throws(() => services.AddRedisJsonCollection>( + Assert.Throws(() => services.AddRedisJsonCollection( name: "notNull", connectionConfiguration: null!)); - Assert.Throws(() => services.AddRedisJsonCollection>( + Assert.Throws(() => services.AddRedisJsonCollection( name: "notNull", connectionConfiguration: "")); } } diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDistanceFunctionTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDistanceFunctionTests.cs new file mode 100644 index 000000000000..3d7a3a27fb5d --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDistanceFunctionTests.cs @@ -0,0 +1,33 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; +using Xunit.Sdk; + +namespace Redis.ConformanceTests; + +public class RedisJsonDistanceFunctionTests(RedisJsonDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + // Excluding DotProductSimilarity from the test even though Redis supports it, because the values that redis returns + // are neither DotProductSimilarity nor NegativeDotProduct, but rather 1 - DotProductSimilarity. + public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); + + public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + private int _collectionCounter; + + public override TestStore TestStore => RedisTestStore.JsonInstance; + + // Redis doesn't seem to reliably delete the collection: when running multiple tests that delete and recreate the collection with different key types, + // we seem to get key values from the previous collection despite having deleted and recreated it. So we uniquify the collection name instead. + public override string CollectionName => "DistanceFunctionTests" + (++this._collectionCounter); + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonIndexKindTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonIndexKindTests.cs new file mode 100644 index 000000000000..b0dab98b6a82 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Redis.ConformanceTests; + +public class RedisJsonIndexKindTests(RedisJsonIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs index 83006ecf8193..5913accd2a4d 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs @@ -1,8 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.VectorSearch; namespace Redis.ConformanceTests; @@ -10,10 +8,7 @@ public class RedisTestSuiteImplementationTests : TestSuiteImplementationTests { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), - // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDataTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetDataTypeTests.cs similarity index 87% rename from dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDataTypeTests.cs rename to dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetDataTypeTests.cs index 068e3c49a120..8d61a6a688a8 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetDataTypeTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetDataTypeTests.cs @@ -1,12 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace Redis.ConformanceTests; +namespace Redis.ConformanceTests.TypeTests; public class RedisHashSetDataTypeTests(RedisHashSetDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture @@ -18,9 +17,6 @@ public class RedisHashSetDataTypeTests(RedisHashSetDataTypeTests.Fixture fixture public override Task DateOnly() => Task.CompletedTask; public override Task TimeOnly() => Task.CompletedTask; - [ConditionalFact(Skip = "Guid not yet supported")] - public override Task Guid() => Task.CompletedTask; - public override Task String_array() => this.Test( "StringArray", diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetEmbeddingTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetEmbeddingTypeTests.cs similarity index 94% rename from dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetEmbeddingTypeTests.cs rename to dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetEmbeddingTypeTests.cs index 84ddb3ad2bdf..dfbc028c0dc9 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetEmbeddingTypeTests.cs @@ -2,14 +2,14 @@ using Microsoft.Extensions.AI; using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace Redis.ConformanceTests; +namespace Redis.ConformanceTests.TypeTests; public class RedisHashSetEmbeddingTypeTests(RedisHashSetEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetKeyTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetKeyTypeTests.cs new file mode 100644 index 000000000000..3bc84e2377e2 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisHashSetKeyTypeTests.cs @@ -0,0 +1,32 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Redis.ConformanceTests.TypeTests; + +public class RedisHashSetKeyTypeTests(RedisHashSetKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + private int _collectionCounter; + + public override TestStore TestStore => RedisTestStore.HashSetInstance; + + // Redis doesn't seem to reliably delete the collection: when running multiple tests that delete and recreate the collection with different key types, + // we seem to get key values from the previous collection despite having deleted and recreated it. So we uniquify the collection name instead. + public override VectorStoreCollection> CreateCollection() + => this.TestStore.DefaultVectorStore.GetCollection>(this.CollectionName + (++this._collectionCounter), this.CreateRecordDefinition()); + + public override VectorStoreCollection> CreateDynamicCollection() + => this.TestStore.DefaultVectorStore.GetDynamicCollection(this.CollectionName + (++this._collectionCounter), this.CreateRecordDefinition()); + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDataTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonDataTypeTests.cs similarity index 92% rename from dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDataTypeTests.cs rename to dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonDataTypeTests.cs index 426eebe2e478..4451ebbab4c8 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonDataTypeTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace Redis.ConformanceTests; +namespace Redis.ConformanceTests.TypeTests; public class RedisJsonDataTypeTests(RedisJsonDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonEmbeddingTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonEmbeddingTypeTests.cs similarity index 94% rename from dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonEmbeddingTypeTests.cs rename to dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonEmbeddingTypeTests.cs index 18bcfd24c36a..090b94c8e88c 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonEmbeddingTypeTests.cs @@ -2,14 +2,14 @@ using Microsoft.Extensions.AI; using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace Redis.ConformanceTests; +namespace Redis.ConformanceTests.TypeTests; public class RedisJsonEmbeddingTypeTests(RedisJsonEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonKeyTypeTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonKeyTypeTests.cs new file mode 100644 index 000000000000..8fc5f0b2c18a --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/TypeTests/RedisJsonKeyTypeTests.cs @@ -0,0 +1,32 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace Redis.ConformanceTests.TypeTests; + +public class RedisJsonKeyTypeTests(RedisJsonKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + private int _collectionCounter; + + public override TestStore TestStore => RedisTestStore.JsonInstance; + + // Redis doesn't seem to reliably delete the collection: when running multiple tests that delete and recreate the collection with different key types, + // we seem to get key values from the previous collection despite having deleted and recreated it. So we uniquify the collection name instead. + public override VectorStoreCollection> CreateCollection() + => this.TestStore.DefaultVectorStore.GetCollection>(this.CollectionName + (++this._collectionCounter), this.CreateRecordDefinition()); + + public override VectorStoreCollection> CreateDynamicCollection() + => this.TestStore.DefaultVectorStore.GetDynamicCollection(this.CollectionName + (++this._collectionCounter), this.CreateRecordDefinition()); + } +} diff --git a/dotnet/test/VectorData/Redis.UnitTests/RedisCollectionCreateMappingTests.cs b/dotnet/test/VectorData/Redis.UnitTests/RedisCollectionCreateMappingTests.cs index 3201efdc0d23..a7b0f5caa309 100644 --- a/dotnet/test/VectorData/Redis.UnitTests/RedisCollectionCreateMappingTests.cs +++ b/dotnet/test/VectorData/Redis.UnitTests/RedisCollectionCreateMappingTests.cs @@ -115,7 +115,7 @@ public void GetSDKDistanceAlgorithmThrowsOnUnsupportedDistanceFunction() var vectorProperty = new VectorPropertyModel("VectorProperty", typeof(ReadOnlyMemory)) { DistanceFunction = "Unsupported" }; // Act and assert. - Assert.Throws(() => RedisCollectionCreateMapping.GetSDKDistanceAlgorithm(vectorProperty)); + Assert.Throws(() => RedisCollectionCreateMapping.GetSDKDistanceAlgorithm(vectorProperty)); } private static void VerifyFieldName(FieldName fieldName, List expected) diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs index 2a4067defc01..4202035a649d 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs @@ -23,7 +23,7 @@ private async Task Split_batches_to_account_for_max_parameter_limit() Key = fixture.GenerateNextKey(), Number = 100 + i, Text = i.ToString(), - Floats = Enumerable.Range(0, 3).Select(j => (float)(i + j)).ToArray() + Vector = Enumerable.Range(0, 3).Select(j => (float)(i + j)).ToArray() }).ToArray(); var keys = inserted.Select(record => record.Key).ToArray(); @@ -53,7 +53,7 @@ public async Task Upsert_batch_is_atomic() Key = i < SqlServerMaxParameters ? fixture.GenerateNextKey() : null!, Number = 100 + i, Text = i.ToString(), - Floats = Enumerable.Range(0, 3).Select(j => (float)(i + j)).ToArray() + Vector = Enumerable.Range(0, 3).Select(j => (float)(i + j)).ToArray() }).ToArray(); var keys = inserted.Select(record => record.Key).Where(key => key is not null).ToArray(); diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerMultiVectorModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerMultiVectorModelTests.cs new file mode 100644 index 000000000000..10b5ad8b4737 --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs index 5f1b9eca11fd..b1fa01753bd3 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs @@ -2,11 +2,16 @@ using SqlServer.ConformanceTests.Support; using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; using Xunit; namespace SqlServer.ConformanceTests; -public class SqlServerCollectionManagementTests(SqlServerFixture fixture) - : CollectionManagementTests(fixture), IClassFixture +public class SqlServerCollectionManagementTests(SqlServerCollectionManagementTests.Fixture fixture) + : CollectionManagementTests(fixture), IClassFixture { + public class Fixture : VectorStoreFixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDependencyInjectionTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDependencyInjectionTests.cs index d2bfb892fbb3..0bdc2680fb6a 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDependencyInjectionTests.cs @@ -5,13 +5,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.SqlServer; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace SqlServer.ConformanceTests; public class SqlServerDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "Server=localhost;Database=master;Integrated Security=True;"; @@ -32,15 +31,15 @@ private static string ConnectionStringProvider(IServiceProvider sp, object servi get { yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddSqlServerCollection>( + ? services.AddSqlServerCollection( name, connectionString: ConnectionString, lifetime: lifetime) - : services.AddKeyedSqlServerCollection>( + : services.AddKeyedSqlServerCollection( serviceKey, name, connectionString: ConnectionString, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddSqlServerCollection>( + ? services.AddSqlServerCollection( name, ConnectionStringProvider, lifetime: lifetime) - : services.AddKeyedSqlServerCollection>( + : services.AddKeyedSqlServerCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), lifetime: lifetime); } } @@ -64,8 +63,8 @@ public void ConnectionStringProviderCantBeNull() Assert.Throws(() => services.AddSqlServerVectorStore(connectionStringProvider: null!)); Assert.Throws(() => services.AddKeyedSqlServerVectorStore(serviceKey: "notNull", connectionStringProvider: null!)); - Assert.Throws(() => services.AddSqlServerCollection>(name: "notNull", connectionStringProvider: null!)); - Assert.Throws(() => services.AddKeyedSqlServerCollection>(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddSqlServerCollection(name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddKeyedSqlServerCollection(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); } [Fact] @@ -73,13 +72,13 @@ public void ConnectionStringCantBeNullOrEmpty() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddSqlServerCollection>( + Assert.Throws(() => services.AddSqlServerCollection( name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddSqlServerCollection>( + Assert.Throws(() => services.AddSqlServerCollection( name: "notNull", connectionString: "")); - Assert.Throws(() => services.AddKeyedSqlServerCollection>( + Assert.Throws(() => services.AddKeyedSqlServerCollection( serviceKey: "notNull", name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddKeyedSqlServerCollection>( + Assert.Throws(() => services.AddKeyedSqlServerCollection( serviceKey: "notNull", name: "notNull", connectionString: "")); } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDistanceFunctionTests.cs similarity index 60% rename from dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests.cs rename to dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDistanceFunctionTests.cs index 47e2d12e615c..354906a341de 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDistanceFunctionTests.cs @@ -1,21 +1,23 @@ // Copyright (c) Microsoft. All rights reserved. using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.VectorSearch; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; using Xunit; -namespace SqlServer.ConformanceTests.VectorSearch; +namespace SqlServer.ConformanceTests; -public class SqlServerVectorSearchDistanceFunctionComplianceTests(SqlServerFixture fixture) - : VectorSearchDistanceFunctionComplianceTests(fixture), IClassFixture +public class SqlServerDistanceFunctionTests(SqlServerDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture { public override Task CosineSimilarity() => Assert.ThrowsAsync(base.CosineSimilarity); - public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); - public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); - public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); - public override Task ManhattanDistance() => Assert.ThrowsAsync(base.ManhattanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs index 5f1b079d88a6..19247198d7ab 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs @@ -57,6 +57,6 @@ await this.TestFilterAsync( public override TestStore TestStore => SqlServerTestStore.Instance; - public override string CollectionName => s_uniqueName; + protected override string CollectionNameBase => s_uniqueName; } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerIndexKindTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerIndexKindTests.cs new file mode 100644 index 000000000000..222a7df5c148 --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqlServer.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace SqlServer.ConformanceTests; + +public class SqlServerIndexKindTests(SqlServerIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerTestSuiteImplementationTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerTestSuiteImplementationTests.cs index 6ac6d82a730d..d51296ca811c 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerTestSuiteImplementationTests.cs @@ -1,8 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.VectorSearch; namespace SqlServer.ConformanceTests; @@ -10,9 +8,7 @@ public class SqlServerTestSuiteImplementationTests : TestSuiteImplementationTest { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchWithFilterConformanceTests<>), - // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerVectorStoreTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerVectorStoreTests.cs deleted file mode 100644 index 05d326e4d78e..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerVectorStoreTests.cs +++ /dev/null @@ -1,403 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Data.SqlClient; -using Microsoft.Extensions.VectorData; -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace SqlServer.ConformanceTests; - -public class SqlServerVectorStoreTests(SqlServerFixture fixture) : IClassFixture -{ - // this test may be once executed by multiple users against a shared db instance - private static string GetUniqueCollectionName() => Guid.NewGuid().ToString(); - - [ConditionalFact] - public async Task CollectionCRUD() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - var collection = testStore.DefaultVectorStore.GetCollection(collectionName); - - try - { - Assert.False(await collection.CollectionExistsAsync()); - - Assert.False(await testStore.DefaultVectorStore.ListCollectionNamesAsync().ContainsAsync(collectionName)); - - await collection.EnsureCollectionExistsAsync(); - - Assert.True(await collection.CollectionExistsAsync()); - Assert.True(await testStore.DefaultVectorStore.ListCollectionNamesAsync().ContainsAsync(collectionName)); - - await collection.EnsureCollectionExistsAsync(); - - Assert.True(await collection.CollectionExistsAsync()); - - await collection.EnsureCollectionDeletedAsync(); - - Assert.False(await collection.CollectionExistsAsync()); - Assert.False(await testStore.DefaultVectorStore.ListCollectionNamesAsync().ContainsAsync(collectionName)); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } - - [ConditionalFact] - public async Task RecordCRUD() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - var collection = testStore.DefaultVectorStore.GetCollection(collectionName); - - try - { - await collection.EnsureCollectionExistsAsync(); - - TestModel inserted = new() - { - Id = "MyId", - Number = 100, - Floats = Enumerable.Range(0, 10).Select(i => (float)i).ToArray() - }; - await collection.UpsertAsync(inserted); - - TestModel? received = await collection.GetAsync(inserted.Id, new() { IncludeVectors = true }); - AssertEquality(inserted, received); - - TestModel updated = new() - { - Id = inserted.Id, - Number = inserted.Number + 200, // change one property - Floats = inserted.Floats - }; - await collection.UpsertAsync(updated); - - received = await collection.GetAsync(updated.Id, new() { IncludeVectors = true }); - AssertEquality(updated, received); - - VectorSearchResult vectorSearchResult = await (collection.SearchAsync(inserted.Floats, top: 3, new() - { - VectorProperty = r => r.Floats, - IncludeVectors = true - })).SingleAsync(); - AssertEquality(updated, vectorSearchResult.Record); - - vectorSearchResult = await (collection.SearchAsync(inserted.Floats, top: 3, new() - { - VectorProperty = r => r.Floats, - IncludeVectors = false - })).SingleAsync(); - // Make sure the vectors are not included in the result. - Assert.Equal(0, vectorSearchResult.Record.Floats.Length); - - await collection.DeleteAsync(inserted.Id); - - Assert.Null(await collection.GetAsync(inserted.Id)); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } - - [ConditionalFact] - public async Task WrongModels() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - var collection = testStore.DefaultVectorStore.GetCollection(collectionName); - - try - { - await collection.EnsureCollectionExistsAsync(); - - TestModel inserted = new() - { - Id = "MyId", - Text = "NotAnInt", - Number = 100, - Floats = Enumerable.Range(0, 10).Select(i => (float)i).ToArray() - }; - await collection.UpsertAsync(inserted); - - // Let's use a model with different storage names to trigger an SQL exception - // which should be mapped to VectorStoreException. - var differentNamesCollection = testStore.DefaultVectorStore.GetCollection(collectionName); - VectorStoreException operationEx = await Assert.ThrowsAsync(() => differentNamesCollection.GetAsync(inserted.Id)); - Assert.IsType(operationEx.InnerException); - - // Let's use a model with the same storage names, but different types - // to trigger a mapping exception (casting a string to an int). - var sameNameDifferentModelCollection = testStore.DefaultVectorStore.GetCollection(collectionName); - InvalidOperationException mappingEx = await Assert.ThrowsAsync(() => sameNameDifferentModelCollection.GetAsync(inserted.Id)); - Assert.IsType(mappingEx.InnerException); - - // Let's use a model with the same storage names, but different types - // to trigger a mapping exception (deserializing a string to Memory). - var invalidJsonCollection = testStore.DefaultVectorStore.GetCollection(collectionName); - await Assert.ThrowsAsync(() => invalidJsonCollection.GetAsync(inserted.Id, new() { IncludeVectors = true })); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } - - [ConditionalFact] - public async Task BatchCRUD() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - var collection = testStore.DefaultVectorStore.GetCollection(collectionName); - - try - { - await collection.EnsureCollectionExistsAsync(); - - var keys = Enumerable.Range(0, 10).Select(i => $"MyId{i}").ToArray(); - TestModel[] inserted = Enumerable.Range(0, 10).Select(i => new TestModel() - { - Id = keys[i], - Number = 100 + i, - Floats = Enumerable.Range(0, 10).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - - await collection.UpsertAsync(inserted); - - TestModel[] received = await collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); - for (int i = 0; i < inserted.Length; i++) - { - AssertEquality(inserted[i], received[i]); - } - - TestModel[] updated = inserted.Select(i => new TestModel() - { - Id = i.Id, - Number = i.Number + 200, // change one property - Floats = i.Floats - }).ToArray(); - - await collection.UpsertAsync(updated); - - received = await collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); - for (int i = 0; i < updated.Length; i++) - { - AssertEquality(updated[i], received[i]); - } - - await collection.DeleteAsync(keys); - - Assert.False(await collection.GetAsync(keys).AnyAsync()); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } - - private static void AssertEquality(TestModel inserted, TestModel? received) - { - Assert.NotNull(received); - Assert.Equal(inserted.Number, received.Number); - Assert.Equal(inserted.Id, received.Id); - Assert.Equal(inserted.Floats.ToArray(), received.Floats.ToArray()); - Assert.Null(received.Text); // testing DBNull code path - } - - public sealed class TestModel - { - [VectorStoreKey(StorageName = "key")] - public string? Id { get; set; } - - [VectorStoreData(StorageName = "text")] - public string? Text { get; set; } - - [VectorStoreData(StorageName = "column")] - public int Number { get; set; } - - [VectorStoreVector(Dimensions: 10, StorageName = "embedding")] - public ReadOnlyMemory Floats { get; set; } - } - - public sealed class SameStorageNameButDifferentType - { - [VectorStoreKey(StorageName = "key")] - public string? Id { get; set; } - - [VectorStoreData(StorageName = "text")] - public int Number { get; set; } - } - - public sealed class SameStorageNameButInvalidVector - { - [VectorStoreKey(StorageName = "key")] - public string? Id { get; set; } - - [VectorStoreVector(Dimensions: 10, StorageName = "text")] - public ReadOnlyMemory Floats { get; set; } - } - - public sealed class DifferentStorageNames - { - [VectorStoreKey(StorageName = "key")] - public string? Id { get; set; } - - [VectorStoreData(StorageName = "text2")] - public string? Text { get; set; } - - [VectorStoreData(StorageName = "column2")] - public int Number { get; set; } - - [VectorStoreVector(Dimensions: 10, StorageName = "embedding2")] - public ReadOnlyMemory Floats { get; set; } - } - -#if NETFRAMEWORK - [ConditionalFact] - public void TimeSpanIsNotSupported() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - - Assert.Throws(() => testStore.DefaultVectorStore.GetCollection(collectionName)); - } -#else - [ConditionalFact] - public async Task TimeOnlyIsSupported() - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - - var collection = testStore.DefaultVectorStore.GetCollection(collectionName); - - try - { - await collection.EnsureCollectionExistsAsync(); - - TimeModel inserted = new() - { - Id = "MyId", - Time = new TimeOnly(12, 34, 56) - }; - await collection.UpsertAsync(inserted); - - TimeModel? received = await collection.GetAsync(inserted.Id, new() { IncludeVectors = true }); - Assert.NotNull(received); - Assert.Equal(inserted.Time, received.Time); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - } -#endif - - public sealed class TimeModel - { - [VectorStoreKey(StorageName = "key")] - public string? Id { get; set; } - - [VectorStoreData(StorageName = "time")] -#if NETFRAMEWORK - public TimeSpan Time { get; set; } -#else - public TimeOnly Time { get; set; } -#endif - } - - [ConditionalFact] - public Task CanUseFancyModels_Int() => this.CanUseFancyModels(); - - [ConditionalFact] - public Task CanUseFancyModels_Long() => this.CanUseFancyModels(); - - [ConditionalFact] - public Task CanUseFancyModels_Guid() => this.CanUseFancyModels(); - - private async Task CanUseFancyModels() where TKey : notnull - { - string collectionName = GetUniqueCollectionName(); - var testStore = fixture.TestStore; - var collection = testStore.DefaultVectorStore.GetCollection>(collectionName); - - try - { - await collection.EnsureCollectionExistsAsync(); - - var key = testStore.GenerateKey(1); - FancyTestModel inserted = new() - { - Id = key, - Number8 = byte.MaxValue, - Number16 = short.MaxValue, - Number32 = int.MaxValue, - Number64 = long.MaxValue, - Floats = Enumerable.Range(0, 10).Select(i => (float)i).ToArray(), - Bytes = [1, 2, 3], - }; - await collection.UpsertAsync(inserted); - - FancyTestModel? received = await collection.GetAsync(key, new() { IncludeVectors = true }); - AssertEquality(inserted, received, key); - - FancyTestModel updated = new() - { - Id = key, - Number16 = short.MinValue, // change one property - Floats = inserted.Floats - }; - await collection.UpsertAsync(updated); - - received = await collection.GetAsync(updated.Id, new() { IncludeVectors = true }); - AssertEquality(updated, received, key); - - await collection.DeleteAsync(key); - - Assert.Null(await collection.GetAsync(key)); - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - - void AssertEquality(FancyTestModel expected, FancyTestModel? received, TKey expectedKey) - { - Assert.NotNull(received); - Assert.Equal(expectedKey, received.Id); - Assert.Equal(expected.Number8, received.Number8); - Assert.Equal(expected.Number16, received.Number16); - Assert.Equal(expected.Number32, received.Number32); - Assert.Equal(expected.Number64, received.Number64); - Assert.Equal(expected.Floats.ToArray(), received.Floats.ToArray()); - Assert.Equal(expected.Bytes, received.Bytes); - } - } - - public sealed class FancyTestModel - { - [VectorStoreKey(StorageName = "key")] - public TKey? Id { get; set; } - - [VectorStoreData(StorageName = "byte")] - public byte Number8 { get; set; } - - [VectorStoreData(StorageName = "short")] - public short Number16 { get; set; } - - [VectorStoreData(StorageName = "int")] - public int Number32 { get; set; } - - [VectorStoreData(StorageName = "long")] - public long Number64 { get; set; } - - [VectorStoreData(StorageName = "bytes")] - public byte[]? Bytes { get; set; } - - [VectorStoreVector(Dimensions: 10, StorageName = "embedding")] - public ReadOnlyMemory Floats { get; set; } - } -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerFixture.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerFixture.cs deleted file mode 100644 index 4b10674a5bea..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace SqlServer.ConformanceTests.Support; - -public class SqlServerFixture : VectorStoreFixture -{ - public override TestStore TestStore => SqlServerTestStore.Instance; -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerSimpleModelFixture.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerSimpleModelFixture.cs deleted file mode 100644 index 0a40af934f1b..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace SqlServer.ConformanceTests.Support; - -public class SqlServerSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => SqlServerTestStore.Instance; -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerTestEnvironment.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerTestEnvironment.cs index 6cf50a0d78cc..1f1c00701cb7 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerTestEnvironment.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerTestEnvironment.cs @@ -16,7 +16,7 @@ internal static class SqlServerTestEnvironment .AddJsonFile(path: "testsettings.json", optional: true) .AddJsonFile(path: "testsettings.development.json", optional: true) .AddEnvironmentVariables() - .AddUserSecrets() + .AddUserSecrets() .Build(); return configuration.GetSection("SqlServer")["ConnectionString"]; diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerDataTypeTests.cs similarity index 89% rename from dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs rename to dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerDataTypeTests.cs index 15e39e630ddf..db4f80ac976b 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace SqlServer.ConformanceTests; +namespace SqlServer.ConformanceTests.TypeTests; public class SqlServerDataTypeTests(SqlServerDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerEmbeddingTypeTests.cs similarity index 91% rename from dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs rename to dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerEmbeddingTypeTests.cs index 17b858aec8e7..4a939691da9d 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerEmbeddingTypeTests.cs @@ -2,14 +2,14 @@ using Microsoft.Data.SqlTypes; using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace SqlServer.ConformanceTests; +namespace SqlServer.ConformanceTests.TypeTests; public class SqlServerEmbeddingTypeTests(SqlServerEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerKeyTypeTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerKeyTypeTests.cs new file mode 100644 index 000000000000..8165c046fec5 --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/TypeTests/SqlServerKeyTypeTests.cs @@ -0,0 +1,27 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqlServer.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace SqlServer.ConformanceTests.TypeTests; + +public class SqlServerKeyTypeTests(SqlServerKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests_Hnsw.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests_Hnsw.cs deleted file mode 100644 index f557a77ef995..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/VectorSearch/SqlServerVectorSearchDistanceFunctionComplianceTests_Hnsw.cs +++ /dev/null @@ -1,31 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using Xunit; - -namespace SqlServer.ConformanceTests.VectorSearch; - -public class SqlServerVectorSearchDistanceFunctionComplianceTests_Hnsw(SqlServerFixture fixture) - : SqlServerVectorSearchDistanceFunctionComplianceTests(fixture) -{ - // Creating such a collection is not supported. - protected override string IndexKind => Microsoft.Extensions.VectorData.IndexKind.Hnsw; - - public override async Task CosineDistance() - { - NotSupportedException ex = await Assert.ThrowsAsync(() => base.CosineDistance()); - Assert.Equal($"Index kind {this.IndexKind} is not supported.", ex.Message); - } - - public override async Task EuclideanDistance() - { - NotSupportedException ex = await Assert.ThrowsAsync(() => base.EuclideanDistance()); - Assert.Equal($"Index kind {this.IndexKind} is not supported.", ex.Message); - } - - public override async Task NegativeDotProductSimilarity() - { - NotSupportedException ex = await Assert.ThrowsAsync(() => base.NegativeDotProductSimilarity()); - Assert.Equal($"Index kind {this.IndexKind} is not supported.", ex.Message); - } -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteMultiVectorModelTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteMultiVectorModelTests.cs new file mode 100644 index 000000000000..fbdeb8753b2b --- /dev/null +++ b/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(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDependencyInjectionTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDependencyInjectionTests.cs index 37eb2fe3bee1..95c5ffaff6f3 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDependencyInjectionTests.cs @@ -4,13 +4,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.SqliteVec; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace SqliteVec.ConformanceTests; public class SqliteDependencyInjectionTests - : DependencyInjectionTests>, string, SimpleRecord> + : DependencyInjectionTests.Record>, string, DependencyInjectionTests.Record> { protected const string ConnectionString = "Data Source=:memory:"; @@ -31,15 +30,15 @@ private static string ConnectionStringProvider(IServiceProvider sp, object servi get { yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddSqliteCollection>( + ? services.AddSqliteCollection( name, connectionString: ConnectionString, lifetime: lifetime) - : services.AddKeyedSqliteCollection>( + : services.AddKeyedSqliteCollection( serviceKey, name, connectionString: ConnectionString, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddSqliteCollection>( + ? services.AddSqliteCollection( name, ConnectionStringProvider, lifetime: lifetime) - : services.AddKeyedSqliteCollection>( + : services.AddKeyedSqliteCollection( serviceKey, name, sp => ConnectionStringProvider(sp, serviceKey), lifetime: lifetime); } } @@ -63,8 +62,8 @@ public void ConnectionStringProviderCantBeNull() Assert.Throws(() => services.AddSqliteVectorStore(connectionStringProvider: null!)); Assert.Throws(() => services.AddKeyedSqliteVectorStore(serviceKey: "notNull", connectionStringProvider: null!)); - Assert.Throws(() => services.AddSqliteCollection>(name: "notNull", connectionStringProvider: null!)); - Assert.Throws(() => services.AddKeyedSqliteCollection>(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddSqliteCollection(name: "notNull", connectionStringProvider: null!)); + Assert.Throws(() => services.AddKeyedSqliteCollection(serviceKey: "notNull", name: "notNull", connectionStringProvider: null!)); } [Fact] @@ -72,13 +71,13 @@ public void ConnectionStringCantBeNullOrEmpty() { IServiceCollection services = new ServiceCollection(); - Assert.Throws(() => services.AddSqliteCollection>( + Assert.Throws(() => services.AddSqliteCollection( name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddSqliteCollection>( + Assert.Throws(() => services.AddSqliteCollection( name: "notNull", connectionString: "")); - Assert.Throws(() => services.AddKeyedSqliteCollection>( + Assert.Throws(() => services.AddKeyedSqliteCollection( serviceKey: "notNull", name: "notNull", connectionString: null!)); - Assert.Throws(() => services.AddKeyedSqliteCollection>( + Assert.Throws(() => services.AddKeyedSqliteCollection( serviceKey: "notNull", name: "notNull", connectionString: "")); } } diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDistanceFunctionTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDistanceFunctionTests.cs new file mode 100644 index 000000000000..092fde43f649 --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDistanceFunctionTests.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqliteVec.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace SqliteVec.ConformanceTests; + +public class SqliteDistanceFunctionTests(SqliteDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineSimilarity() => Assert.ThrowsAsync(base.CosineSimilarity); + public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); + public override Task EuclideanSquaredDistance() => Assert.ThrowsAsync(base.EuclideanSquaredDistance); + public override Task HammingDistance() => Assert.ThrowsAsync(base.HammingDistance); + public override Task NegativeDotProductSimilarity() => Assert.ThrowsAsync(base.NegativeDotProductSimilarity); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs index d981a2a12998..139217580bca 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs @@ -18,7 +18,7 @@ public override async Task Not_over_Or() { // Test sends: WHERE (NOT (("Int" = 8) OR ("String" = 'foo'))) // There's a NULL string in the database, and relational null semantics in conjunction with negation makes the default implementation fail. - await Assert.ThrowsAsync(() => base.Not_over_Or()); + await Assert.ThrowsAsync(base.Not_over_Or); // Compensate by adding a null check: await this.TestFilterAsync( @@ -29,7 +29,7 @@ await this.TestFilterAsync( public override async Task NotEqual_with_string() { // As above, null semantics + negation - await Assert.ThrowsAsync(() => base.NotEqual_with_string()); + await Assert.ThrowsAsync(base.NotEqual_with_string); await this.TestFilterAsync( r => r.String != null && r.String != "foo", @@ -38,30 +38,35 @@ await this.TestFilterAsync( // Array fields not (currently) supported on SQLite (see #10343) public override Task Contains_over_field_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_field_string_array()); + => Assert.ThrowsAsync(base.Contains_over_field_string_array); // List fields not (currently) supported on SQLite (see #10343) public override Task Contains_over_field_string_List() - => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + => Assert.ThrowsAsync(base.Contains_over_field_string_List); // List fields not (currently) supported on SQLite (see #10343) public override Task Contains_with_Enumerable_Contains() - => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); + => Assert.ThrowsAsync(base.Contains_with_Enumerable_Contains); #if !NETFRAMEWORK // List fields not (currently) supported on SQLite (see #10343) public override Task Contains_with_MemoryExtensions_Contains() - => Assert.ThrowsAsync(() => base.Contains_with_MemoryExtensions_Contains()); + => Assert.ThrowsAsync(base.Contains_with_MemoryExtensions_Contains); +#endif + +#if NET10_0_OR_GREATER + public override Task Contains_with_MemoryExtensions_Contains_with_null_comparer() + => Assert.ThrowsAsync(base.Contains_with_MemoryExtensions_Contains_with_null_comparer); #endif // AnyTagEqualTo not (currently) supported on SQLite [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_array() - => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_array()); + => Assert.ThrowsAsync(base.Legacy_AnyTagEqualTo_array); [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_List() - => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); + => Assert.ThrowsAsync(base.Legacy_AnyTagEqualTo_List); public new class Fixture : FilterTests.Fixture { diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteIndexKindTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteIndexKindTests.cs new file mode 100644 index 000000000000..8959b7b17904 --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteIndexKindTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqliteVec.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace SqliteVec.ConformanceTests; + +public class SqliteIndexKindTests(SqliteIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs index d117ffded6a6..2fcc4aa6a8c4 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs @@ -1,9 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.HybridSearch; using VectorData.ConformanceTests.ModelTests; -using VectorData.ConformanceTests.VectorSearch; namespace SqliteVec.ConformanceTests; @@ -11,10 +9,9 @@ public class SqliteTestSuiteImplementationTests : TestSuiteImplementationTests { protected override ICollection IgnoredTestBases { get; } = [ - typeof(VectorSearchDistanceFunctionComplianceTests<>), typeof(DynamicModelTests<>), // Hybrid search not supported - typeof(KeywordVectorizedHybridSearchComplianceTests<>) + typeof(HybridSearchTests<>) ]; } diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDataTypeTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteDataTypeTests.cs similarity index 89% rename from dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDataTypeTests.cs rename to dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteDataTypeTests.cs index e4c73b7e509f..65223367d780 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteDataTypeTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; -namespace SqliteVec.ConformanceTests; +namespace SqliteVec.ConformanceTests.TypeTests; public class SqliteDataTypeTests(SqliteDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture @@ -18,7 +18,6 @@ public class SqliteDataTypeTests(SqliteDataTypeTests.Fixture fixture) [ typeof(byte), typeof(decimal), - typeof(Guid), typeof(DateTime), typeof(DateTimeOffset), typeof(string[]), diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteEmbeddingTypeTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteEmbeddingTypeTests.cs similarity index 92% rename from dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteEmbeddingTypeTests.cs rename to dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteEmbeddingTypeTests.cs index a06d57b320cc..0b783d312a3d 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteEmbeddingTypeTests.cs @@ -1,8 +1,8 @@ // Copyright (c) Microsoft. All rights reserved. using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteKeyTypeTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteKeyTypeTests.cs new file mode 100644 index 000000000000..0e5134a12d78 --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/TypeTests/SqliteKeyTypeTests.cs @@ -0,0 +1,27 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqliteVec.ConformanceTests.Support; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace SqliteVec.ConformanceTests.TypeTests; + +public class SqliteKeyTypeTests(SqliteKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Int() => this.Test(8); + + [ConditionalFact] + public virtual Task Long() => this.Test(8L); + + [ConditionalFact] + public virtual Task String() => this.Test("foo"); + + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/VectorSearch/SqliteVectorSearchWithFilterConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/VectorSearch/SqliteVectorSearchWithFilterConformanceTests.cs deleted file mode 100644 index 4ba2774c1826..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/VectorSearch/SqliteVectorSearchWithFilterConformanceTests.cs +++ /dev/null @@ -1,13 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.VectorSearch; -using Xunit; - -namespace SqliteVec.ConformanceTests.VectorSearch; - -public class SqliteVectorSearchWithFilterConformanceTests(SqliteFixture fixture) : - VectorSearchWithFilterConformanceTests(fixture), - IClassFixture -{ -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs index 56a53797a117..9d85578c5ba8 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Models; using VectorData.ConformanceTests.Support; using VectorData.ConformanceTests.Xunit; using Xunit; @@ -87,20 +86,28 @@ public void Collection_metadata() Assert.NotNull(collectionMetadata.CollectionName); } - public virtual string CollectionName => "CollectionTests"; + protected virtual string CollectionNameBase => nameof(CollectionManagementTests); + public virtual string CollectionName => fixture.TestStore.AdjustCollectionName(this.CollectionNameBase); - public virtual VectorStoreCollection> GetCollection() - => fixture.TestStore.DefaultVectorStore.GetCollection>(this.CollectionName, this.CreateRecordDefinition()); + public sealed class Record : TestRecord + { + public string? Text { get; set; } + public int Number { get; set; } + public ReadOnlyMemory Floats { get; set; } + } + + public virtual VectorStoreCollection GetCollection() + => fixture.TestStore.DefaultVectorStore.GetCollection(this.CollectionName, this.CreateRecordDefinition()); public virtual VectorStoreCollectionDefinition CreateRecordDefinition() => new() { Properties = [ - new VectorStoreKeyProperty(nameof(SimpleRecord.Key), typeof(TKey)) { StorageName = "key" }, - new VectorStoreDataProperty(nameof(SimpleRecord.Text), typeof(string)) { StorageName = "text" }, - new VectorStoreDataProperty(nameof(SimpleRecord.Number), typeof(int)) { StorageName = "number" }, - new VectorStoreVectorProperty(nameof(SimpleRecord.Floats), typeof(ReadOnlyMemory), 10) { IndexKind = fixture.TestStore.DefaultIndexKind } + new VectorStoreKeyProperty(nameof(Record.Key), typeof(TKey)) { StorageName = "key" }, + new VectorStoreDataProperty(nameof(Record.Text), typeof(string)) { StorageName = "text" }, + new VectorStoreDataProperty(nameof(Record.Number), typeof(int)) { StorageName = "number" }, + new VectorStoreVectorProperty(nameof(Record.Floats), typeof(ReadOnlyMemory), 10) { IndexKind = fixture.TestStore.DefaultIndexKind } ] }; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/DependencyInjectionTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/DependencyInjectionTests.cs index caa4d7131011..1a0bb1493785 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/DependencyInjectionTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/DependencyInjectionTests.cs @@ -5,11 +5,15 @@ using Microsoft.Extensions.Configuration; using Microsoft.Extensions.DependencyInjection; using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; using Xunit; namespace VectorData.ConformanceTests; -public abstract class DependencyInjectionTests +// The type argument object? might not be serializable, which may cause Test Explorer to not enumerate individual data rows. Consider using a type that is known to be serializable. +#pragma warning disable xUnit1045 + +public abstract class DependencyInjectionTests : DependencyInjectionTests where TVectorStore : VectorStore where TCollection : VectorStoreCollection where TKey : notnull @@ -55,20 +59,7 @@ public void CollectionNameCantBeNullOrEmpty() } } -#pragma warning disable CA1000 // Do not declare static members on generic types - public static IEnumerable LifetimesAndServiceKeys() -#pragma warning restore CA1000 // Do not declare static members on generic types - { - foreach (ServiceLifetime lifetime in new ServiceLifetime[] { ServiceLifetime.Scoped, ServiceLifetime.Singleton, ServiceLifetime.Transient }) - { - yield return new object?[] { lifetime, null }; - yield return new object?[] { lifetime, "key" }; - yield return new object?[] { lifetime, 8 }; - } - } - - [Theory] - [MemberData(nameof(LifetimesAndServiceKeys))] + [Theory, MemberData(nameof(LifetimesAndServiceKeys))] public virtual void CanRegisterVectorStore(ServiceLifetime lifetime, object? serviceKey) { foreach (var registrationDelegate in this.StoreDelegates) @@ -85,8 +76,7 @@ public virtual void CanRegisterVectorStore(ServiceLifetime lifetime, object? ser } } - [Theory] - [MemberData(nameof(LifetimesAndServiceKeys))] + [Theory, MemberData(nameof(LifetimesAndServiceKeys))] public void CanRegisterCollections(ServiceLifetime lifetime, object? serviceKey) { foreach (var registrationDelegate in this.CollectionDelegates) @@ -114,8 +104,7 @@ public void CanRegisterCollections(ServiceLifetime lifetime, object? serviceKey) } } - [Theory] - [MemberData(nameof(LifetimesAndServiceKeys))] + [Theory, MemberData(nameof(LifetimesAndServiceKeys))] public virtual void CanRegisterConcreteTypeVectorStoreAfterSomeAbstractionHasBeenRegistered(ServiceLifetime lifetime, object? serviceKey) { foreach (var registrationDelegate in this.StoreDelegates) @@ -133,8 +122,7 @@ public virtual void CanRegisterConcreteTypeVectorStoreAfterSomeAbstractionHasBee } } - [Theory] - [MemberData(nameof(LifetimesAndServiceKeys))] + [Theory, MemberData(nameof(LifetimesAndServiceKeys))] public void CanRegisterConcreteTypeCollectionsAfterSomeAbstractionHasBeenRegistered(ServiceLifetime lifetime, object? serviceKey) { foreach (var registrationDelegate in this.CollectionDelegates) @@ -152,8 +140,7 @@ public void CanRegisterConcreteTypeCollectionsAfterSomeAbstractionHasBeenRegiste } } - [Theory] - [MemberData(nameof(LifetimesAndServiceKeys))] + [Theory, MemberData(nameof(LifetimesAndServiceKeys))] public void EmbeddingGeneratorIsResolved(ServiceLifetime lifetime, object? serviceKey) { foreach (var registrationDelegate in this.CollectionDelegates) @@ -180,6 +167,24 @@ public void EmbeddingGeneratorIsResolved(ServiceLifetime lifetime, object? servi } } +#pragma warning disable CA1000 // Do not declare static members on generic types + public static TheoryData LifetimesAndServiceKeys { get; } = GetLifetimesAndServiceKeys(); +#pragma warning restore CA1000 // Do not declare static members on generic types + + private static TheoryData GetLifetimesAndServiceKeys() + { + TheoryData result = []; + + foreach (ServiceLifetime lifetime in new ServiceLifetime[] { ServiceLifetime.Scoped, ServiceLifetime.Singleton, ServiceLifetime.Transient }) + { + result.Add(lifetime, null); + result.Add(lifetime, "key"); + result.Add(lifetime, 8); + } + + return result; + } + protected IServiceCollection CreateServices(object? serviceKey = null) { IServiceCollection services = new ServiceCollection(); @@ -264,3 +269,15 @@ private sealed class FakeVectorStoreRecordCollection : VectorStoreCollection records, CancellationToken cancellationToken = default) => throw new NotImplementedException(); } } + +public abstract class DependencyInjectionTests +{ + public sealed class Record : TestRecord + { + [VectorStoreData(StorageName = "number")] + public int Number { get; set; } + + [VectorStoreVector(Dimensions: 3, StorageName = "embedding")] + public ReadOnlyMemory Floats { get; set; } + } +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/DistanceFunctionTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/DistanceFunctionTests.cs new file mode 100644 index 000000000000..ff755b62a130 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/DistanceFunctionTests.cs @@ -0,0 +1,149 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests; + +public abstract class DistanceFunctionTests(DistanceFunctionTests.Fixture fixture) + where TKey : notnull +{ + [ConditionalFact] + public virtual Task CosineDistance() + => this.Test(DistanceFunction.CosineDistance, 0, 2, 1, [0, 2, 1]); + + [ConditionalFact] + public virtual Task CosineSimilarity() + => this.Test(DistanceFunction.CosineSimilarity, 1, -1, 0, [0, 2, 1]); + + [ConditionalFact] + public virtual Task DotProductSimilarity() + => this.Test(DistanceFunction.DotProductSimilarity, 1, -1, 0, [0, 2, 1]); + + [ConditionalFact] + public virtual Task NegativeDotProductSimilarity() + => this.Test(DistanceFunction.NegativeDotProductSimilarity, -1, 1, 0, [0, 2, 1]); + + [ConditionalFact] + public virtual Task EuclideanDistance() + => this.Test(DistanceFunction.EuclideanDistance, 0, 2, 1.73, [0, 2, 1]); + + [ConditionalFact] + public virtual Task EuclideanSquaredDistance() + => this.Test(DistanceFunction.EuclideanSquaredDistance, 0, 4, 3, [0, 2, 1]); + + [ConditionalFact] + public virtual Task HammingDistance() + => this.Test(DistanceFunction.HammingDistance, 0, 1, 3, [0, 1, 2]); + + [ConditionalFact] + public virtual Task ManhattanDistance() + => this.Test(DistanceFunction.ManhattanDistance, 0, 2, 3, [0, 1, 2]); + + protected virtual async Task Test( + string distanceFunction, + double expectedExactMatchScore, + double expectedOppositeScore, + double expectedOrthogonalScore, + int[] resultOrder) + { + using var collection = fixture.CreateCollection(distanceFunction); + await collection.EnsureCollectionDeletedAsync(); + await collection.EnsureCollectionExistsAsync(); + + ReadOnlyMemory baseVector = new([1, 0, 0, 0]); + ReadOnlyMemory oppositeVector = new([-1, 0, 0, 0]); + ReadOnlyMemory orthogonalVector = new([0f, -1f, -1f, 0f]); + + double[] scoreDictionary = [expectedExactMatchScore, expectedOppositeScore, expectedOrthogonalScore]; + double[] expectedScores = + [ + scoreDictionary[resultOrder[0]], + scoreDictionary[resultOrder[1]], + scoreDictionary[resultOrder[2]] + ]; + + List insertedRecords = + [ + new() + { + Key = fixture.GenerateNextKey(), + Int = 1, + Vector = baseVector, + }, + new() + { + Key = fixture.GenerateNextKey(), + Int = 2, + Vector = oppositeVector, + }, + new() + { + Key = fixture.GenerateNextKey(), + Int = 3, + Vector = orthogonalVector, + } + ]; + SearchRecord[] expectedRecords = + [ + insertedRecords[resultOrder[0]], + insertedRecords[resultOrder[1]], + insertedRecords[resultOrder[2]] + ]; + + await collection.UpsertAsync(insertedRecords); + + await fixture.TestStore.WaitForDataAsync(collection, insertedRecords.Count, vectorSize: 4); + + var results = await collection.SearchAsync(baseVector, top: 3).ToListAsync(); + + Assert.Equal(expectedRecords.Length, results.Count); + for (int i = 0; i < results.Count; i++) + { + Assert.Equal(expectedRecords[i].Key, results[i].Record.Key); + Assert.Equal(expectedRecords[i].Int, results[i].Record.Int); + if (fixture.AssertScores) + { + Assert.Equal(Math.Round(expectedScores[i], 2), Math.Round(results[i].Score!.Value, 2)); + } + } + } + + public abstract class Fixture : VectorStoreFixture + { + protected virtual string CollectionNameBase => nameof(DistanceFunctionTests); + public virtual string CollectionName => this.TestStore.AdjustCollectionName(this.CollectionNameBase); + + protected virtual string? IndexKind => null; + + public virtual bool AssertScores { get; } = true; + + public virtual VectorStoreCollection CreateCollection(string distanceFunction) + { + VectorStoreCollectionDefinition definition = new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(SearchRecord.Key), typeof(TKey)), + new VectorStoreDataProperty(nameof(SearchRecord.Int), typeof(int)), + new VectorStoreVectorProperty(nameof(SearchRecord.Vector), typeof(ReadOnlyMemory), dimensions: 4) + { + DistanceFunction = distanceFunction, + IndexKind = this.IndexKind ?? this.DefaultIndexKind + } + ] + }; + + return this.TestStore.DefaultVectorStore.GetCollection(this.CollectionName, definition); + } + } + + public class SearchRecord + { + public TKey Key { get; set; } = default!; + public int Int { get; set; } + public ReadOnlyMemory Vector { get; set; } + } +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs index 276dcafe1eff..f46d388146bc 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs @@ -436,7 +436,7 @@ public abstract class StringVectorFixture : VectorStoreCollectionFixture "EmbeddingGenerationTests"; + protected override string CollectionNameBase => nameof(EmbeddingGenerationTests); public override VectorStoreCollectionDefinition CreateRecordDefinition() => new() @@ -507,7 +507,7 @@ public abstract class RomOfFloatVectorFixture : VectorStoreCollectionFixture "SearchOnlyEmbeddingGenerationTests"; + protected override string CollectionNameBase => "SearchOnlyEmbeddingGenerationTests"; public override VectorStoreCollectionDefinition CreateRecordDefinition() => new() diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs index 62de8da12ff3..2ebfeacdebc7 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs @@ -590,7 +590,7 @@ public class FilterRecord : TestRecord public abstract class Fixture : VectorStoreCollectionFixture { - public override string CollectionName => "FilterTests"; + protected override string CollectionNameBase => nameof(FilterTests); public virtual string SpecialCharactersText => """>with $om[ specia]"chara /// Base class for common integration tests that should pass for any . /// /// The type of key to use with the record collection. -public abstract class KeywordVectorizedHybridSearchComplianceTests( - KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture vectorAndStringFixture, - KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture multiTextFixture) +public abstract class HybridSearchTests( + HybridSearchTests.VectorAndStringFixture vectorAndStringFixture, + HybridSearchTests.MultiTextFixture multiTextFixture) where TKey : notnull { - protected virtual int DelayAfterIndexCreateInMilliseconds { get; } = 0; - [ConditionalFact] - public async Task SearchShouldReturnExpectedResultsAsync() + public async Task HybridSearchAsync() { // Arrange - var hybridSearch = vectorAndStringFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act // All records have the same vector, but the third contains Grapes, so searching for // Grapes should return the third record first. - var results = await hybridSearch!.HybridSearchAsync(vector, ["Grapes"], top: 3).ToListAsync(); + var results = await vectorAndStringFixture.HybridSearchable.HybridSearchAsync(vector, ["Grapes"], top: 3).ToListAsync(); + // Assert Assert.Equal(3, results.Count); - Assert.Equal(3, results[0].Record.Code); } [ConditionalFact] - public async Task SearchWithFilterShouldReturnExpectedResultsAsync() + public async Task HybridSearchAsync_with_filter() { // Arrange - var hybridSearch = vectorAndStringFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act // All records have the same vector, but the second contains Oranges, however // adding the filter should limit the results to only the first. -#pragma warning disable CS0618 // Type or member is obsolete - var options = new HybridSearchOptions> - { - OldFilter = new VectorSearchFilter().EqualTo("Code", 1) - }; -#pragma warning restore CS0618 // Type or member is obsolete - var results = await hybridSearch!.HybridSearchAsync(vector, ["Oranges"], top: 3, options).ToListAsync(); + var results = await vectorAndStringFixture.HybridSearchable + .HybridSearchAsync( + vector, + ["Oranges"], + top: 3, + new() { Filter = r => r.Code == 1 }) + .ToListAsync(); // Assert - Assert.Single(results); - - Assert.Equal(1, results[0].Record.Code); + Assert.Equal(1, Assert.Single(results).Record.Code); } [ConditionalFact] - public async Task SearchWithTopShouldReturnExpectedResultsAsync() + public async Task HybridSearchAsync_with_top() { // Arrange - var hybridSearch = vectorAndStringFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act // All records have the same vector, but the second contains Oranges, so the // second should be returned first. - var results = await hybridSearch!.HybridSearchAsync(vector, ["Oranges"], top: 1).ToListAsync(); + var results = await vectorAndStringFixture.HybridSearchable.HybridSearchAsync(vector, ["Oranges"], top: 1).ToListAsync(); // Assert Assert.Single(results); @@ -81,17 +71,15 @@ public async Task SearchWithTopShouldReturnExpectedResultsAsync() } [ConditionalFact] - public async Task SearchWithSkipShouldReturnExpectedResultsAsync() + public async Task HybridSearchAsync_with_Skip() { // Arrange - var hybridSearch = vectorAndStringFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act // All records have the same vector, but the first and third contain healthy, // so when skipping the first two results, we should get the second record. - var results = await hybridSearch!.HybridSearchAsync(vector, ["healthy"], top: 3, new() { Skip = 2 }).ToListAsync(); + var results = await vectorAndStringFixture.HybridSearchable.HybridSearchAsync(vector, ["healthy"], top: 3, new() { Skip = 2 }).ToListAsync(); // Assert Assert.Single(results); @@ -100,15 +88,13 @@ public async Task SearchWithSkipShouldReturnExpectedResultsAsync() } [ConditionalFact] - public async Task SearchWithMultipleKeywordsShouldRankMatchedKeywordsHigherAsync() + public async Task HybridSearchAsync_with_multiple_keywords_ranks_matched_keywords_higher() { // Arrange - var hybridSearch = vectorAndStringFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act - var results = await hybridSearch!.HybridSearchAsync(vector, ["tangy", "nourishing"], top: 3).ToListAsync(); + var results = await vectorAndStringFixture.HybridSearchable.HybridSearchAsync(vector, ["tangy", "nourishing"], top: 3).ToListAsync(); // Assert Assert.Equal(3, results.Count); @@ -119,16 +105,18 @@ public async Task SearchWithMultipleKeywordsShouldRankMatchedKeywordsHigherAsync } [ConditionalFact] - public async Task SearchWithMultiTextRecordSearchesRequestedFieldAsync() + public async Task HybridSearchAsync_with_multiple_text_properties() { // Arrange - var hybridSearch = multiTextFixture.Collection as IKeywordHybridSearchable>; - var vector = new ReadOnlyMemory([1, 0, 0, 0]); // Act - var results1 = await hybridSearch!.HybridSearchAsync(vector, ["Apples"], top: 3, new() { AdditionalProperty = r => r.Text2 }).ToListAsync(); - var results2 = await hybridSearch!.HybridSearchAsync(vector, ["Oranges"], top: 3, new() { AdditionalProperty = r => r.Text2 }).ToListAsync(); + var results1 = await multiTextFixture.HybridSearchable + .HybridSearchAsync(vector, ["Apples"], top: 4, new() { AdditionalProperty = r => r.Text2 }) + .ToListAsync(); + var results2 = await multiTextFixture.HybridSearchable + .HybridSearchAsync(vector, ["Oranges"], top: 4, new() { AdditionalProperty = r => r.Text2 }) + .ToListAsync(); // Assert Assert.Equal(2, results1.Count); @@ -142,40 +130,45 @@ public async Task SearchWithMultiTextRecordSearchesRequestedFieldAsync() Assert.Equal(2, results2[1].Record.Code); } + [ConditionalFact] + public Task HybridSearchAsync_without_explicitly_specified_property_fails() + => Assert.ThrowsAsync(async () => + await multiTextFixture.HybridSearchable + .HybridSearchAsync(new ReadOnlyMemory([1, 0, 0, 0]), ["Apples"], top: 3) + .ToListAsync()); + public sealed class VectorAndStringRecord : TestRecord { public string Text { get; set; } = string.Empty; - public int Code { get; set; } - public ReadOnlyMemory Vector { get; set; } } public sealed class MultiTextStringRecord : TestRecord { public string Text1 { get; set; } = string.Empty; - public string Text2 { get; set; } = string.Empty; - public int Code { get; set; } - public ReadOnlyMemory Vector { get; set; } } public abstract class VectorAndStringFixture : VectorStoreCollectionFixture> { - public override string CollectionName => "KeywordHybridSearch" + this.GetUniqueCollectionName(); + protected override string CollectionNameBase => "HybridSearchTests"; + + public IKeywordHybridSearchable> HybridSearchable + => (IKeywordHybridSearchable>)this.Collection; public override VectorStoreCollectionDefinition CreateRecordDefinition() => new() { - Properties = new List() - { + Properties = + [ new VectorStoreKeyProperty("Key", typeof(TKey)), new VectorStoreDataProperty("Text", typeof(string)) { IsFullTextIndexed = true }, new VectorStoreDataProperty("Code", typeof(int)) { IsIndexed = true }, new VectorStoreVectorProperty("Vector", typeof(ReadOnlyMemory), 4) { IndexKind = this.IndexKind }, - } + ] }; protected override List> BuildTestData() @@ -209,27 +202,28 @@ protected override List> BuildTestData() ]; } - // In some databases (Azure AI Search), the data shows up but the filtering index isn't yet updated, - // so filtered searches show empty results. Add a filter to the seed data check below. protected override Task WaitForDataAsync() => this.TestStore.WaitForDataAsync(this.Collection, recordCount: this.TestData.Count, vectorSize: 4); } public abstract class MultiTextFixture : VectorStoreCollectionFixture> { - public override string CollectionName => "KeywordHybridSearch" + this.GetUniqueCollectionName(); + protected override string CollectionNameBase => "MultiTextHybridSearchTests"; + + public IKeywordHybridSearchable> HybridSearchable + => (IKeywordHybridSearchable>)this.Collection; public override VectorStoreCollectionDefinition CreateRecordDefinition() => new() { - Properties = new List() - { + Properties = + [ new VectorStoreKeyProperty("Key", typeof(TKey)), new VectorStoreDataProperty("Text1", typeof(string)) { IsFullTextIndexed = true }, new VectorStoreDataProperty("Text2", typeof(string)) { IsFullTextIndexed = true }, new VectorStoreDataProperty("Code", typeof(int)) { IsIndexed = true }, new VectorStoreVectorProperty("Vector", typeof(ReadOnlyMemory), 4) { IndexKind = this.IndexKind }, - } + ] }; protected override List> BuildTestData() @@ -258,8 +252,6 @@ protected override List> BuildTestData() ]; } - // In some databases (Azure AI Search), the data shows up but the filtering index isn't yet updated, - // so filtered searches show empty results. Add a filter to the seed data check below. protected override Task WaitForDataAsync() => this.TestStore.WaitForDataAsync(this.Collection, recordCount: this.TestData.Count, vectorSize: 4); } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/IndexKindTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/IndexKindTests.cs new file mode 100644 index 000000000000..ac87366edb8e --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/IndexKindTests.cs @@ -0,0 +1,88 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests; + +public abstract class IndexKindTests(IndexKindTests.Fixture fixture) + where TKey : notnull +{ + [ConditionalFact] + public virtual Task Flat() + => this.Test(IndexKind.Flat); + + protected virtual async Task Test(string indexKind) + { + using var collection = fixture.CreateCollection(indexKind); + await collection.EnsureCollectionDeletedAsync(); + await collection.EnsureCollectionExistsAsync(); + + SearchRecord[] records = + [ + new() + { + Key = fixture.GenerateNextKey(), + Int = 1, + Vector = new([1, 2, 3]), + }, + new() + { + Key = fixture.GenerateNextKey(), + Int = 2, + Vector = new([10, 30, 50]), + }, + new() + { + Key = fixture.GenerateNextKey(), + Int = 3, + Vector = new([100, 40, 70]), + } + ]; + + await collection.UpsertAsync(records); + + await fixture.TestStore.WaitForDataAsync(collection, records.Length); + + var result = await collection.SearchAsync(new ReadOnlyMemory([10, 30, 50]), top: 1).SingleAsync(); + + Assert.NotNull(result); + Assert.Equal(2, result.Record.Int); + } + + public abstract class Fixture : VectorStoreFixture + { + protected virtual string CollectionNameBase => nameof(IndexKindTests); + public virtual string CollectionName => this.TestStore.AdjustCollectionName(this.CollectionNameBase); + + protected virtual string? DistanceFunction => null; + + public virtual VectorStoreCollection CreateCollection(string indexKind) + { + VectorStoreCollectionDefinition definition = new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(SearchRecord.Key), typeof(TKey)), + new VectorStoreDataProperty(nameof(SearchRecord.Int), typeof(int)), + new VectorStoreVectorProperty(nameof(SearchRecord.Vector), typeof(ReadOnlyMemory), dimensions: 3) + { + IndexKind = indexKind, + DistanceFunction = this.DistanceFunction ?? this.DefaultDistanceFunction + } + ] + }; + + return this.TestStore.DefaultVectorStore.GetCollection(this.CollectionName, definition); + } + } + + public class SearchRecord + { + public TKey Key { get; set; } = default!; + public int Int { get; set; } + public ReadOnlyMemory Vector { get; set; } + } +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs index 22a70438d16c..0b4b216f40a6 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs @@ -190,7 +190,7 @@ public virtual async Task Insert_single_record() Key = expectedKey, Text = "New record", Number = 123, - Floats = new([10, 0, 0]) + Vector = new([10, 0, 0]) }; Assert.Null(await this.Collection.GetAsync(expectedKey)); @@ -211,7 +211,7 @@ public virtual async Task Update_single_record() Key = existingRecord.Key, Text = "Updated record", Number = 456, - Floats = new([10, 0, 0]) + Vector = new([10, 0, 0]) }; Assert.NotNull(await this.Collection.GetAsync(existingRecord.Key)); @@ -231,14 +231,14 @@ public virtual async Task Insert_multiple_records() Key = fixture.GenerateNextKey(), Number = 100, Text = "New record 1", - Floats = new([10, 0, 1]) + Vector = new([10, 0, 1]) }, new() { Key = fixture.GenerateNextKey(), Number = 101, Text = "New record 2", - Floats = new([10, 0, 2]) + Vector = new([10, 0, 2]) }, ]; @@ -265,14 +265,14 @@ public virtual async Task Update_multiple_records() Key = fixture.TestData[0].Key, Number = 101, Text = "Updated record 1", - Floats = new([10, 0, 1]) + Vector = new([10, 0, 1]) }, new() { Key = fixture.TestData[1].Key, Number = 102, Text = "Updated record 2", - Floats = new([10, 0, 2]) + Vector = new([10, 0, 2]) } ]; @@ -297,14 +297,14 @@ public virtual async Task Insert_and_update_in_same_batch() Key = fixture.GenerateNextKey(), Number = 101, Text = "New record", - Floats = new([10, 0, 1]) + Vector = new([10, 0, 1]) }, new() { Key = fixture.TestData[0].Key, Number = 102, Text = "Updated record", - Floats = new([10, 0, 2]) + Vector = new([10, 0, 2]) }, ]; @@ -389,11 +389,56 @@ public virtual async Task DeleteAsync_throws_for_null_keys() #endregion Delete + #region Search + + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task SearchAsync(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var result = await this.Collection + .SearchAsync( + expectedRecord.Vector, + top: 1, + new() { IncludeVectors = includeVectors }) + .SingleAsync(); + + expectedRecord.AssertEqual(result.Record, includeVectors, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task SearchAsync_with_Skip() + { + var result = await this.Collection + .SearchAsync( + fixture.TestData[0].Vector, + top: 1, + new() { Skip = 1 }) + .SingleAsync(); + + fixture.TestData[1].AssertEqual(result.Record, includeVectors: false, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task SearchAsync_with_Filter() + { + var result = await this.Collection + .SearchAsync( + fixture.TestData[0].Vector, + top: 1, + new() { Filter = r => r.Number == 2 }) + .SingleAsync(); + + fixture.TestData[1].AssertEqual(result.Record, includeVectors: false, fixture.TestStore.VectorsComparable); + } + + #endregion Search + protected VectorStoreCollection Collection => fixture.Collection; public abstract class Fixture : VectorStoreCollectionFixture { - public override string CollectionName => "BasicModelTests"; + protected override string CollectionNameBase => nameof(BasicModelTests); protected override List BuildTestData() => [ @@ -402,21 +447,21 @@ protected override List BuildTestData() => Key = this.GenerateNextKey(), Number = 1, Text = "foo", - Floats = new([1, 2, 3]) + Vector = new([1, 2, 3]) }, new() { Key = this.GenerateNextKey(), Number = 2, Text = "bar", - Floats = new([1, 2, 4]) + Vector = new([1, 2, 4]) }, new() { Key = this.GenerateNextKey(), Number = 3, Text = "foo", // identical text as above - Floats = new([1, 2, 5]) + Vector = new([1, 2, 5]) } ]; @@ -426,7 +471,7 @@ public override VectorStoreCollectionDefinition CreateRecordDefinition() Properties = [ new VectorStoreKeyProperty(nameof(Record.Key), typeof(TKey)), - new VectorStoreVectorProperty(nameof(Record.Floats), typeof(ReadOnlyMemory), 3) + new VectorStoreVectorProperty(nameof(Record.Vector), typeof(ReadOnlyMemory), 3) { DistanceFunction = this.DistanceFunction, IndexKind = this.IndexKind @@ -446,8 +491,8 @@ public sealed class Record : TestRecord [VectorStoreData(StorageName = "number")] public int Number { get; set; } - [VectorStoreVector(Dimensions: 3, StorageName = "embedding")] - public ReadOnlyMemory Floats { get; set; } + [VectorStoreVector(Dimensions: 3, StorageName = "vector")] + public ReadOnlyMemory Vector { get; set; } public void AssertEqual(Record? other, bool includeVectors, bool compareVectors) { @@ -458,16 +503,16 @@ public void AssertEqual(Record? other, bool includeVectors, bool compareVectors) if (includeVectors) { - Assert.Equal(this.Floats.Span.Length, other.Floats.Span.Length); + Assert.Equal(this.Vector.Span.Length, other.Vector.Span.Length); if (compareVectors) { - Assert.Equal(this.Floats.ToArray(), other.Floats.ToArray()); + Assert.Equal(this.Vector.ToArray(), other.Vector.ToArray()); } } else { - Assert.Equal(0, other.Floats.Length); + Assert.Equal(0, other.Vector.Length); } } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs index e27fac2eefe8..b63dcbe29abb 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs @@ -18,30 +18,29 @@ public virtual async Task GetAsync_single_record(bool includeVectors) var expectedRecord = fixture.TestData[0]; var received = await fixture.Collection.GetAsync( - (TKey)expectedRecord[DynamicDataModelFixture.KeyPropertyName]!, + (TKey)expectedRecord[KeyPropertyName]!, new() { IncludeVectors = includeVectors }); AssertEquivalent(expectedRecord, received, includeVectors, fixture.TestStore.VectorsComparable); } - // TODO: https://github.com/microsoft/semantic-kernel/issues/13303 - // [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] - // public virtual Task GetAsync_multiple_records(bool includeVectors) - // { - // var expectedRecords = fixture.TestData.Take(2); - // var ids = expectedRecords.Select(record => record[KeyPropertyName]!); - - // var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = includeVectors }).ToArrayAsync(); - - // foreach (var record in expectedRecords) - // { - // AssertEquivalent( - // record, - // received.Single(r => r[KeyPropertyName]!.Equals(record[KeyPropertyName])), - // includeVectors, - // fixture.TestStore.VectorsComparable); - // } - // } + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task GetAsync_multiple_records(bool includeVectors) + { + var expectedRecords = fixture.TestData.Take(2); + var ids = expectedRecords.Select(record => record[KeyPropertyName]!); + + var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = includeVectors }).ToArrayAsync(); + + foreach (var record in expectedRecords) + { + AssertEquivalent( + record, + received.Single(r => r[KeyPropertyName]!.Equals(record[KeyPropertyName])), + includeVectors, + fixture.TestStore.VectorsComparable); + } + } [ConditionalFact] public virtual async Task GetAsync_throws_for_null_key() @@ -209,10 +208,10 @@ public virtual async Task Insert_single_record() TKey expectedKey = fixture.GenerateNextKey(); var inserted = new Dictionary { - [DynamicDataModelFixture.KeyPropertyName] = expectedKey, - [DynamicDataModelFixture.StringPropertyName] = "some", - [DynamicDataModelFixture.IntegerPropertyName] = 123, - [DynamicDataModelFixture.EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.1f, DynamicDataModelFixture.DimensionCount).ToArray()) + [KeyPropertyName] = expectedKey, + [StringPropertyName] = "some", + [IntegerPropertyName] = 123, + [VectorPropertyName] = new ReadOnlyMemory([10, 0, 0]) }; Assert.Null(await this.Collection.GetAsync(expectedKey)); @@ -231,7 +230,7 @@ public virtual async Task Update_single_record() [KeyPropertyName] = existingRecord[KeyPropertyName], [StringPropertyName] = "different", [IntegerPropertyName] = 456, - [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.7f, 3).ToArray()) + [VectorPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.7f, 3).ToArray()) }; Assert.NotNull(await this.Collection.GetAsync((TKey)existingRecord[KeyPropertyName]!)); @@ -241,42 +240,39 @@ public virtual async Task Update_single_record() AssertEquivalent(updated, received, includeVectors: true, fixture.TestStore.VectorsComparable); } - // TODO: https://github.com/microsoft/semantic-kernel/issues/13303 - // [ConditionalFact] - // public virtual async Task Insert_multiple_records() - // { - // Dictionary[] newRecords = - // [ - // new() - // { - // [KeyPropertyName] = fixture.GenerateNextKey(), - // [IntegerPropertyName] = 100, - // [StringPropertyName] = "New record 1", - // [EmbeddingPropertyName] = new ReadOnlyMemory([10, 0, 1]) - // }, - // new() - // { - // [KeyPropertyName] = fixture.GenerateNextKey(), - // [IntegerPropertyName] = 101, - // [StringPropertyName] = "New record 2", - // [EmbeddingPropertyName] = new ReadOnlyMemory([10, 0, 2]) - // }, - // ]; - - // var keys = newRecords.Select(record => record[KeyPropertyName]!).ToArray(); - // Assert.Empty(await this.Collection.GetAsync(keys).ToArrayAsync()); - - // await this.Collection.UpsertAsync(newRecords); - - // var received = await this.Collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); - - // Assert.Collection( - // received.OrderBy(r => r[IntegerPropertyName]), - // r => AssertEquivalent(newRecords[0], r, includeVectors: true, fixture.TestStore.VectorsComparable), - // r => AssertEquivalent(newRecords[1], r, includeVectors: true, fixture.TestStore.VectorsComparable)); - - // Assert.Equal(fixture.TestData.Count + 2, await this.GetRecordCount()); - // } + [ConditionalFact] + public virtual async Task Insert_multiple_records() + { + Dictionary[] newRecords = + [ + new() + { + [KeyPropertyName] = fixture.GenerateNextKey(), + [IntegerPropertyName] = 100, + [StringPropertyName] = "New record 1", + [VectorPropertyName] = new ReadOnlyMemory([10, 0, 1]) + }, + new() + { + [KeyPropertyName] = fixture.GenerateNextKey(), + [IntegerPropertyName] = 101, + [StringPropertyName] = "New record 2", + [VectorPropertyName] = new ReadOnlyMemory([10, 0, 2]) + }, + ]; + + var keys = newRecords.Select(record => record[KeyPropertyName]!).ToArray(); + Assert.Empty(await this.Collection.GetAsync(keys).ToArrayAsync()); + + await this.Collection.UpsertAsync(newRecords); + + var received = await this.Collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); + + Assert.Collection( + received.OrderBy(r => r[IntegerPropertyName]), + r => AssertEquivalent(newRecords[0], r, includeVectors: true, fixture.TestStore.VectorsComparable), + r => AssertEquivalent(newRecords[1], r, includeVectors: true, fixture.TestStore.VectorsComparable)); + } #endregion Upsert @@ -287,9 +283,9 @@ public async Task Delete_single_record() { var recordToRemove = fixture.TestData[2]; - Assert.NotNull(await fixture.Collection.GetAsync((TKey)recordToRemove[DynamicDataModelFixture.KeyPropertyName]!)); - await fixture.Collection.DeleteAsync((TKey)recordToRemove[DynamicDataModelFixture.KeyPropertyName]!); - Assert.Null(await fixture.Collection.GetAsync((TKey)recordToRemove[DynamicDataModelFixture.KeyPropertyName]!)); + Assert.NotNull(await fixture.Collection.GetAsync((TKey)recordToRemove[KeyPropertyName]!)); + await fixture.Collection.DeleteAsync((TKey)recordToRemove[KeyPropertyName]!); + Assert.Null(await fixture.Collection.GetAsync((TKey)recordToRemove[KeyPropertyName]!)); } // TODO: https://github.com/microsoft/semantic-kernel/issues/13303 @@ -314,6 +310,51 @@ public virtual async Task DeleteAsync_does_nothing_for_non_existing_key() #endregion Delete + #region Search + + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task SearchAsync(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var result = await this.Collection + .SearchAsync( + expectedRecord[VectorPropertyName]!, + top: 1, + new() { IncludeVectors = includeVectors }) + .SingleAsync(); + + AssertEquivalent(expectedRecord, result.Record, includeVectors, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task SearchAsync_with_Skip() + { + var result = await this.Collection + .SearchAsync( + fixture.TestData[0][VectorPropertyName]!, + top: 1, + new() { Skip = 1 }) + .SingleAsync(); + + AssertEquivalent(fixture.TestData[1], result.Record, includeVectors: false, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task SearchAsync_with_Filter() + { + var result = await this.Collection + .SearchAsync( + fixture.TestData[0][VectorPropertyName]!, + top: 1, + new() { Filter = r => (int)r[IntegerPropertyName]! == 2 }) + .SingleAsync(); + + AssertEquivalent(fixture.TestData[1], result.Record, includeVectors: false, fixture.TestStore.VectorsComparable); + } + + #endregion Search + protected static void AssertEquivalent(Dictionary expected, Dictionary? actual, bool includeVectors, bool compareVectors) { Assert.NotNull(actual); @@ -325,32 +366,33 @@ protected static void AssertEquivalent(Dictionary expected, Dic if (includeVectors) { Assert.Equal( - ((ReadOnlyMemory)expected[EmbeddingPropertyName]!).Length, - ((ReadOnlyMemory)actual[EmbeddingPropertyName]!).Length); + ((ReadOnlyMemory)expected[VectorPropertyName]!).Length, + ((ReadOnlyMemory)actual[VectorPropertyName]!).Length); if (compareVectors) { Assert.Equal( - ((ReadOnlyMemory)expected[EmbeddingPropertyName]!).ToArray(), - ((ReadOnlyMemory)actual[EmbeddingPropertyName]!).ToArray()); + ((ReadOnlyMemory)expected[VectorPropertyName]!).ToArray(), + ((ReadOnlyMemory)actual[VectorPropertyName]!).ToArray()); } } else { - Assert.False(actual.ContainsKey(EmbeddingPropertyName)); + Assert.False(actual.ContainsKey(VectorPropertyName)); } } public const string KeyPropertyName = "key"; public const string StringPropertyName = "text"; public const string IntegerPropertyName = "integer"; - public const string EmbeddingPropertyName = "embedding"; + public const string VectorPropertyName = "vector"; protected VectorStoreCollection> Collection => fixture.Collection; public abstract class Fixture : DynamicVectorStoreCollectionFixture { - public override string CollectionName => "DynamicModelTests"; + protected override string CollectionNameBase => nameof(DynamicModelTests); + protected override string KeyPropertyName => DynamicModelTests.KeyPropertyName; protected override VectorStoreCollection> GetCollection() @@ -364,7 +406,7 @@ public override VectorStoreCollectionDefinition CreateRecordDefinition() new VectorStoreKeyProperty(this.KeyPropertyName, typeof(TKey)), new VectorStoreDataProperty(StringPropertyName, typeof(string)) { IsIndexed = true}, new VectorStoreDataProperty(IntegerPropertyName, typeof(int)) { IsIndexed = true }, - new VectorStoreVectorProperty(EmbeddingPropertyName, typeof(ReadOnlyMemory), dimensions: 3) + new VectorStoreVectorProperty(VectorPropertyName, typeof(ReadOnlyMemory), dimensions: 3) { DistanceFunction = this.DistanceFunction, IndexKind = this.IndexKind @@ -379,21 +421,21 @@ public override VectorStoreCollectionDefinition CreateRecordDefinition() [this.KeyPropertyName] = this.GenerateNextKey(), [StringPropertyName] = "foo", [IntegerPropertyName] = 1, - [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 3]) + [VectorPropertyName] = new ReadOnlyMemory([1, 2, 3]) }, new() { [this.KeyPropertyName] = this.GenerateNextKey(), [StringPropertyName] = "bar", [IntegerPropertyName] = 2, - [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 4]) + [VectorPropertyName] = new ReadOnlyMemory([1, 2, 4]) }, new() { [this.KeyPropertyName] = this.GenerateNextKey(), [StringPropertyName] = "foo", // identical text as above [IntegerPropertyName] = 3, - [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 5]) + [VectorPropertyName] = new ReadOnlyMemory([1, 2, 5]) } ]; } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/MultiVectorConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/MultiVectorConformanceTests.cs new file mode 100644 index 000000000000..6061d432a123 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/MultiVectorConformanceTests.cs @@ -0,0 +1,162 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests.ModelTests; + +/// +/// Tests using a model with multiple vectors. +/// +public class MultiVectorModelTests(MultiVectorModelTests.Fixture fixture) : IAsyncLifetime + where TKey : notnull +{ + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task GetAsync_single_record(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var received = await this.Collection.GetAsync(expectedRecord.Key, new() { IncludeVectors = includeVectors }); + + expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task Insert_single_record() + { + TKey expectedKey = fixture.GenerateNextKey(); + MultiVectorRecord inserted = new() + { + Key = expectedKey, + Number = 10, + Vector1 = new([10, 0, 0]), + Vector2 = new([10, 0, 0]), + }; + + Assert.Null(await this.Collection.GetAsync(expectedKey)); + await this.Collection.UpsertAsync(inserted); + + var received = await this.Collection.GetAsync(expectedKey, new() { IncludeVectors = true }); + inserted.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task Delete_single_record() + { + var keyToRemove = fixture.TestData[0].Key; + + await this.Collection.DeleteAsync(keyToRemove); + Assert.Null(await this.Collection.GetAsync(keyToRemove)); + } + + [ConditionalFact] + public virtual async Task SearchAsync_with_multiple_vector_properties() + { + var result = await this.Collection + .SearchAsync(new ReadOnlyMemory([1, 2, 3]), top: 1, new() { VectorProperty = r => r.Vector1, IncludeVectors = true }) + .SingleAsync(); + fixture.TestData[0].AssertEqual(result.Record, includeVectors: true, fixture.TestStore.VectorsComparable); + + result = await this.Collection + .SearchAsync(new ReadOnlyMemory([10, 2, 6]), top: 1, new() { VectorProperty = r => r.Vector2, IncludeVectors = true }) + .SingleAsync(); + fixture.TestData[1].AssertEqual(result.Record, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task Search_without_explicitly_specified_vector_property_fails() + { + var exception = await Assert.ThrowsAsync(async () => + await this.Collection.SearchAsync(new ReadOnlyMemory([1, 2, 3]), top: 1).ToListAsync()); + + Assert.Equal($"The '{nameof(MultiVectorRecord)}' type has multiple vector properties, please specify your chosen property via options.", exception.Message); + } + + protected VectorStoreCollection Collection => fixture.Collection; + + public abstract class Fixture : VectorStoreCollectionFixture + { + protected override string CollectionNameBase => "MultiVectorModelTests"; + + protected override List BuildTestData() => + [ + new() + { + Key = this.GenerateNextKey(), + Number = 1, + Vector1 = new([1, 2, 3]), + Vector2 = new([10, 2, 4]) + }, + new() + { + Key = this.GenerateNextKey(), + Number = 2, + Vector1 = new([1, 2, 5]), + Vector2 = new([10, 2, 6]) + } + ]; + + public override VectorStoreCollectionDefinition CreateRecordDefinition() + => new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(MultiVectorRecord.Key), typeof(TKey)), + new VectorStoreDataProperty(nameof(MultiVectorRecord.Number), typeof(int)), + + new VectorStoreVectorProperty(nameof(MultiVectorRecord.Vector1), typeof(ReadOnlyMemory), 3) + { + DistanceFunction = this.DistanceFunction, + IndexKind = this.IndexKind + }, + + new VectorStoreVectorProperty(nameof(MultiVectorRecord.Vector2), typeof(ReadOnlyMemory), 3) + { + DistanceFunction = this.DistanceFunction, + IndexKind = this.IndexKind + } + ] + }; + + protected override Task WaitForDataAsync() + => this.TestStore.WaitForDataAsync(this.Collection, recordCount: this.TestData.Count, vectorProperty: r => r.Vector1); + } + + public sealed class MultiVectorRecord : TestRecord + { + public int Number { get; set; } + + public ReadOnlyMemory Vector1 { get; set; } + public ReadOnlyMemory Vector2 { get; set; } + + public void AssertEqual(MultiVectorRecord? other, bool includeVectors, bool compareVectors) + { + Assert.NotNull(other); + + Assert.Equal(this.Key, other.Key); + Assert.Equal(this.Number, other.Number); + + if (includeVectors) + { + Assert.Equal(this.Vector1.Span.Length, other.Vector1.Span.Length); + Assert.Equal(this.Vector2.Span.Length, other.Vector2.Span.Length); + + if (compareVectors) + { + Assert.True(this.Vector1.Span.SequenceEqual(other.Vector1.Span)); + Assert.True(this.Vector2.Span.SequenceEqual(other.Vector2.Span)); + } + } + } + } + + public Task InitializeAsync() + => fixture.ReseedAsync(); + + public Task DisposeAsync() + => Task.CompletedTask; + + public static readonly TheoryData IncludeVectorsData = [false, true]; +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs index 2cd30efb41dd..c3b0888724e4 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs @@ -53,7 +53,7 @@ public virtual async Task Delete_single_record() public abstract class Fixture : VectorStoreCollectionFixture { - public override string CollectionName => "NoDataModelTests"; + protected override string CollectionNameBase => nameof(NoDataModelTests); protected override List BuildTestData() => [ diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs index e6bdb6a8e652..91e0b4a88fd0 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs @@ -54,7 +54,7 @@ public virtual async Task Delete_single_record() public abstract class Fixture : VectorStoreCollectionFixture { - public override string CollectionName => "NoVectorModelTests"; + protected override string CollectionNameBase => nameof(NoVectorModelTests); protected override List BuildTestData() => [ diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs deleted file mode 100644 index 8bc629e512d2..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs +++ /dev/null @@ -1,51 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace VectorData.ConformanceTests.Models; - -/// -/// This class represents bare minimum that each connector should support: -/// a key, int, string and an embedding. -/// -/// TKey is a generic parameter because different connectors support different key types. -public sealed class SimpleRecord : TestRecord -{ - public const int DimensionCount = 3; - - [VectorStoreData(StorageName = "text")] - public string? Text { get; set; } - - [VectorStoreData(StorageName = "number")] - public int Number { get; set; } - - [VectorStoreVector(Dimensions: DimensionCount, StorageName = "embedding")] - public ReadOnlyMemory Floats { get; set; } - - public void AssertEqual(SimpleRecord? other, bool includeVectors, bool compareVectors) - { - Assert.NotNull(other); - Assert.Equal(this.Key, other.Key); - Assert.Equal(this.Text, other.Text); - Assert.Equal(this.Number, other.Number); - - if (includeVectors) - { - Assert.Equal(this.Floats.Span.Length, other.Floats.Span.Length); - - if (compareVectors) - { - Assert.Equal(this.Floats.ToArray(), other.Floats.ToArray()); - } - } - else - { - Assert.Equal(0, other.Floats.Length); - } - } - - public override string ToString() - => $"Key: {this.Key}, Text: {this.Text}"; -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicDataModelFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicDataModelFixture.cs deleted file mode 100644 index e86964474103..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicDataModelFixture.cs +++ /dev/null @@ -1,61 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; - -namespace VectorData.ConformanceTests.Support; - -public abstract class DynamicDataModelFixture : VectorStoreCollectionFixtureBase> -{ - public const string KeyPropertyName = "key"; - public const string StringPropertyName = "text"; - public const string IntegerPropertyName = "integer"; - public const string EmbeddingPropertyName = "embedding"; - public const int DimensionCount = 3; - - protected override VectorStoreCollection> GetCollection() - => this.TestStore.DefaultVectorStore.GetDynamicCollection(this.CollectionName, this.CreateRecordDefinition()); - - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = - [ - new VectorStoreKeyProperty(KeyPropertyName, typeof(TKey)), - new VectorStoreDataProperty(StringPropertyName, typeof(string)), - new VectorStoreDataProperty(IntegerPropertyName, typeof(int)), - new VectorStoreVectorProperty(EmbeddingPropertyName, typeof(ReadOnlyMemory), DimensionCount) - ] - }; - - protected override List> BuildTestData() => - [ - new() - { - [KeyPropertyName] = this.GenerateNextKey(), - [StringPropertyName] = "first", - [IntegerPropertyName] = 1, - [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.1f, DimensionCount).ToArray()) - }, - new() - { - [KeyPropertyName] = this.GenerateNextKey(), - [StringPropertyName] = "second", - [IntegerPropertyName] = 2, - [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.2f, DimensionCount).ToArray()) - }, - new() - { - [KeyPropertyName] = this.GenerateNextKey(), - [StringPropertyName] = "third", - [IntegerPropertyName] = 3, - [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.3f, DimensionCount).ToArray()) - }, - new() - { - [KeyPropertyName] = this.GenerateNextKey(), - [StringPropertyName] = "fourth", - [IntegerPropertyName] = 4, - [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.4f, DimensionCount).ToArray()) - } - ]; -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs deleted file mode 100644 index f8e99b0b9c23..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs +++ /dev/null @@ -1,59 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Models; - -namespace VectorData.ConformanceTests.Support; - -public abstract class SimpleModelFixture : VectorStoreCollectionFixture> - where TKey : notnull -{ - protected override List> BuildTestData() => - [ - new() - { - Key = this.GenerateNextKey(), - Number = 1, - Text = "foo", - Floats = Enumerable.Repeat(0.1f, SimpleRecord.DimensionCount).ToArray() - }, - new() - { - Key = this.GenerateNextKey(), - Number = 2, - Text = "bar", - Floats = Enumerable.Repeat(0.2f, SimpleRecord.DimensionCount).ToArray() - }, - new() - { - Key = this.GenerateNextKey(), - Number = 3, - Text = "baz", - Floats = Enumerable.Repeat(0.3f, SimpleRecord.DimensionCount).ToArray() - }, - new() - { - Key = this.GenerateNextKey(), - Number = 4, - Text = "foo", - Floats = Enumerable.Repeat(0.4f, SimpleRecord.DimensionCount).ToArray() - } - ]; - - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = - [ - new VectorStoreKeyProperty(nameof(SimpleRecord.Key), typeof(TKey)), - new VectorStoreVectorProperty(nameof(SimpleRecord.Floats), typeof(ReadOnlyMemory), SimpleRecord.DimensionCount) - { - DistanceFunction = this.DistanceFunction, - IndexKind = this.IndexKind - }, - - new VectorStoreDataProperty(nameof(SimpleRecord.Number), typeof(int)) { IsIndexed = true }, - new VectorStoreDataProperty(nameof(SimpleRecord.Text), typeof(string)) { IsIndexed = true }, - ] - }; -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs index da7c6205a1a1..e5d7aadfabca 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs @@ -78,12 +78,21 @@ _ when typeof(TKey) == typeof(Guid) => (TKey)(object)new Guid($"00000000-0000-00 _ => throw new NotSupportedException($"Unsupported key of type '{typeof(TKey).Name}', override {nameof(TestStore)}.{nameof(this.GenerateKey)}") }; + /// + /// Applies any provider-specific rules to collection names (e.g. all-lowercase). + /// + /// + /// + public virtual string AdjustCollectionName(string baseName) + => baseName; + /// Loops until the expected number of records is visible in the given collection. /// Some databases upsert asynchronously, meaning that our seed data may not be visible immediately to tests. public virtual async Task WaitForDataAsync( VectorStoreCollection collection, int recordCount, Expression>? filter = null, + Expression>? vectorProperty = null, int? vectorSize = null, object? dummyVector = null) where TKey : notnull @@ -103,7 +112,11 @@ public virtual async Task WaitForDataAsync( var results = collection.SearchAsync( vector, top: recordCount is 0 ? 1 : recordCount, - new() { Filter = filter }); + new() + { + Filter = filter, + VectorProperty = vectorProperty + }); var count = await results.CountAsync(); if (count == recordCount) { diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs index 38191885362b..81877ffa5655 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs @@ -19,7 +19,17 @@ public abstract class VectorStoreCollectionFixtureBase : VectorSt public abstract VectorStoreCollectionDefinition CreateRecordDefinition(); protected virtual List BuildTestData() => []; - public virtual string CollectionName => Guid.NewGuid().ToString(); + /// + /// The base name for the test collection used in tests, before any provider-specific collection naming rules have been applied. + /// + // TODO: Make protected + protected abstract string CollectionNameBase { get; } + + /// + /// The actual name of the test collection, after any provider-specific collection naming rules have been applied. + /// + public virtual string CollectionName => this.TestStore.AdjustCollectionName(this.CollectionNameBase); + protected virtual string DistanceFunction => this.TestStore.DefaultDistanceFunction; protected virtual string IndexKind => this.TestStore.DefaultIndexKind; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreFixture.cs index b84fa34299ce..e88ba33ee78f 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreFixture.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreFixture.cs @@ -15,8 +15,6 @@ public abstract class VectorStoreFixture : IAsyncLifetime public virtual string DefaultDistanceFunction => this.TestStore.DefaultDistanceFunction; public virtual string DefaultIndexKind => this.TestStore.DefaultIndexKind; - public virtual string GetUniqueCollectionName() => Guid.NewGuid().ToString(); - public virtual Task InitializeAsync() => this.TestStore.ReferenceCountingStartAsync(); diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/DataTypeTests.cs similarity index 98% rename from dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs rename to dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/DataTypeTests.cs index e693f492f137..a96b144148c2 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/DataTypeTests.cs @@ -7,11 +7,8 @@ using VectorData.ConformanceTests.Xunit; using Xunit; -namespace VectorData.ConformanceTests; +namespace VectorData.ConformanceTests.TypeTests; -/// -/// Tests that the various embedding types natively supported by the provider (ReadOnlyMemory<float>, ReadOnlyMemory<Half>...) work correctly. -/// public abstract class DataTypeTests(DataTypeTests.Fixture fixture) : DataTypeTests() where TKey : notnull where TRecord : DataTypeTests.RecordBase, new() @@ -403,7 +400,7 @@ private async Task TestDynamicFiltering( public abstract class Fixture : VectorStoreCollectionFixture { - public override string CollectionName => "DataTypeTests"; + protected override string CollectionNameBase => nameof(DataTypeTests); public virtual bool IsNullSupported => true; public virtual bool IsNullFilteringSupported => true; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/EmbeddingTypeTests.cs similarity index 90% rename from dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs rename to dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/EmbeddingTypeTests.cs index c73dc7737483..5bca4e5fd146 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/EmbeddingTypeTests.cs @@ -1,5 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. +using System.Collections; using Microsoft.Extensions.AI; using Microsoft.Extensions.VectorData; using VectorData.ConformanceTests.Support; @@ -9,7 +10,7 @@ #pragma warning disable CS8618 // Non-nullable field must contain a non-null value when exiting constructor. Consider adding the 'required' modifier or declaring as nullable. #pragma warning disable CA2000 // Dispose objects before losing scope -namespace VectorData.ConformanceTests; +namespace VectorData.ConformanceTests.TypeTests; /// /// Tests that the various embedding types natively supported by the provider (ReadOnlyMemory<float>, ReadOnlyMemory<Half>...) work correctly. @@ -178,13 +179,28 @@ protected virtual async Task Test( protected sealed class ReadOnlyMemoryEmbeddingGenerator(T[] data) : IEmbeddingGenerator> { - public Task>> GenerateAsync(IEnumerable values, EmbeddingGenerationOptions? options = null, CancellationToken cancellationToken = default) + public Task>> GenerateAsync( + IEnumerable values, + EmbeddingGenerationOptions? options = null, + CancellationToken cancellationToken = default) => Task.FromResult(new GeneratedEmbeddings>([new(data)])); public object? GetService(Type serviceType, object? serviceKey = null) => null; public void Dispose() { } } + protected sealed class BinaryEmbeddingGenerator(BitArray data) : IEmbeddingGenerator + { + public Task> GenerateAsync( + IEnumerable values, + EmbeddingGenerationOptions? options = null, + CancellationToken cancellationToken = default) + => Task.FromResult(new GeneratedEmbeddings([new(data)])); + + public object? GetService(Type serviceType, object? serviceKey = null) => null; + public void Dispose() { } + } + public class RecordWithString { public TKey Key { get; set; } @@ -201,7 +217,8 @@ public class Record public abstract class Fixture : VectorStoreFixture { - public virtual string CollectionName => "EmbeddingTypeTests"; + protected virtual string CollectionNameBase => nameof(EmbeddingTypeTests); + public virtual string CollectionName => this.TestStore.AdjustCollectionName(this.CollectionNameBase); public virtual VectorStoreCollectionDefinition CreateRecordDefinition(IEmbeddingGenerator? embeddingGenerator, string? distanceFunction, int dimensions) => new() diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/KeyTypeTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/KeyTypeTests.cs new file mode 100644 index 000000000000..5fca8934d188 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/TypeTests/KeyTypeTests.cs @@ -0,0 +1,104 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests.TypeTests; + +public abstract class KeyTypeTests(KeyTypeTests.Fixture fixture) +{ + // All MEVD providers are expected to support Guid keys (possibly by storing them as strings). + // This allows upper layers such as Microsoft.Extensions.DataIngestion to use Guid keys consistently. + [ConditionalFact] + public virtual Task Guid() => this.Test(new Guid("603840bf-cf91-4521-8b8e-8b6a2e75910a")); + + protected virtual async Task Test(TKey keyValue) + where TKey : notnull + { + using var collection = fixture.CreateCollection(); + + await collection.EnsureCollectionDeletedAsync(); + await collection.EnsureCollectionExistsAsync(); + + var record = new Record + { + Key = keyValue, + Int = 8, + Vector = new ReadOnlyMemory([1, 2, 3]) + }; + + await collection.UpsertAsync(record); + await fixture.TestStore.WaitForDataAsync(collection, recordCount: 1); + + var result = await collection.GetAsync(keyValue); + + Assert.NotNull(result); + Assert.Equal(keyValue, result.Key); + Assert.Equal(8, result.Int); + + /////////////////////// + // Test dynamic mapping + /////////////////////// + await collection.DeleteAsync(keyValue); + await fixture.TestStore.WaitForDataAsync(collection, recordCount: 0); + + using var dynamicCollection = fixture.CreateDynamicCollection(); + await dynamicCollection.EnsureCollectionExistsAsync(); + + var dynamicRecord = new Dictionary + { + [nameof(Record.Key)] = keyValue, + [nameof(Record.Int)] = 8, + [nameof(Record.Vector)] = new ReadOnlyMemory([1, 2, 3]) + }; + + await dynamicCollection.UpsertAsync(dynamicRecord); + await fixture.TestStore.WaitForDataAsync(dynamicCollection, recordCount: 1); + + var dynamicResult = await dynamicCollection.GetAsync(keyValue); + + Assert.NotNull(dynamicResult); + Assert.IsType(dynamicResult[nameof(Record.Key)]); + Assert.Equal(keyValue, (TKey)dynamicResult[nameof(Record.Key)]!); + Assert.Equal(8, dynamicResult[nameof(Record.Int)]); + } + + public abstract class Fixture : VectorStoreFixture + { + protected virtual string CollectionNameBase => nameof(KeyTypeTests); + public virtual string CollectionName => this.TestStore.AdjustCollectionName(this.CollectionNameBase); + + public virtual VectorStoreCollection> CreateCollection() + where TKey : notnull + => this.TestStore.DefaultVectorStore.GetCollection>(this.CollectionName, this.CreateRecordDefinition()); + + public virtual VectorStoreCollection> CreateDynamicCollection() + where TKey : notnull + => this.TestStore.DefaultVectorStore.GetDynamicCollection(this.CollectionName, this.CreateRecordDefinition()); + + public virtual VectorStoreCollectionDefinition CreateRecordDefinition() + where TKey : notnull + => new() + { + Properties = + [ + new VectorStoreKeyProperty("Key", typeof(TKey)), + new VectorStoreDataProperty("Int", typeof(int)), + new VectorStoreVectorProperty("Vector", typeof(ReadOnlyMemory), dimensions: 3) + { + DistanceFunction = this.DefaultDistanceFunction, + IndexKind = this.DefaultIndexKind + } + ] + }; + } + + public class Record + { + public TKey Key { get; set; } = default!; + public int Int { get; set; } + public ReadOnlyMemory Vector { get; set; } + } +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchDistanceFunctionComplianceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchDistanceFunctionComplianceTests.cs deleted file mode 100644 index cfad7e424152..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchDistanceFunctionComplianceTests.cs +++ /dev/null @@ -1,184 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace VectorData.ConformanceTests.VectorSearch; - -public abstract class VectorSearchDistanceFunctionComplianceTests(VectorStoreFixture fixture) - where TKey : notnull -{ - [ConditionalFact] - public virtual Task CosineDistance() - => this.SimpleSearch(DistanceFunction.CosineDistance, 0, 2, 1, [0, 2, 1]); - - [ConditionalFact] - public virtual Task CosineSimilarity() - => this.SimpleSearch(DistanceFunction.CosineSimilarity, 1, -1, 0, [0, 2, 1]); - - [ConditionalFact] - public virtual Task DotProductSimilarity() - => this.SimpleSearch(DistanceFunction.DotProductSimilarity, 1, -1, 0, [0, 2, 1]); - - [ConditionalFact] - public virtual Task NegativeDotProductSimilarity() - => this.SimpleSearch(DistanceFunction.NegativeDotProductSimilarity, -1, 1, 0, [0, 2, 1]); - - [ConditionalFact] - public virtual Task EuclideanDistance() - => this.SimpleSearch(DistanceFunction.EuclideanDistance, 0, 2, 1.73, [0, 2, 1]); - - [ConditionalFact] - public virtual Task EuclideanSquaredDistance() - => this.SimpleSearch(DistanceFunction.EuclideanSquaredDistance, 0, 4, 3, [0, 2, 1]); - - [ConditionalFact] - public virtual Task HammingDistance() - => this.SimpleSearch(DistanceFunction.HammingDistance, 0, 1, 3, [0, 1, 2]); - - [ConditionalFact] - public virtual Task ManhattanDistance() - => this.SimpleSearch(DistanceFunction.ManhattanDistance, 0, 2, 3, [0, 1, 2]); - - protected virtual string? IndexKind => null; - - protected async Task SimpleSearch(string distanceFunction, double expectedExactMatchScore, - double expectedOppositeScore, double expectedOrthogonalScore, int[] resultOrder) - { - ReadOnlyMemory baseVector = new([1, 0, 0, 0]); - ReadOnlyMemory oppositeVector = new([-1, 0, 0, 0]); - ReadOnlyMemory orthogonalVector = new([0f, -1f, -1f, 0f]); - - double[] scoreDictionary = [expectedExactMatchScore, expectedOppositeScore, expectedOrthogonalScore]; - double[] expectedScores = - [ - scoreDictionary[resultOrder[0]], - scoreDictionary[resultOrder[1]], - scoreDictionary[resultOrder[2]] - ]; - - List insertedRecords = - [ - new() - { - Key = fixture.GenerateNextKey(), - Int = 8, - Vector = baseVector, - }, - new() - { - Key = fixture.GenerateNextKey(), - Int = 9, - String = "bar", - Vector = oppositeVector, - }, - new() - { - Key = fixture.GenerateNextKey(), - Int = 9, - String = "foo", - Vector = orthogonalVector, - } - ]; - SearchRecord[] expectedRecords = - [ - insertedRecords[resultOrder[0]], - insertedRecords[resultOrder[1]], - insertedRecords[resultOrder[2]] - ]; - - // The record definition describes the distance function, - // so we need a dedicated collection per test. - string uniqueCollectionName = fixture.GetUniqueCollectionName(); - var collection = fixture.TestStore.DefaultVectorStore.GetCollection( - uniqueCollectionName, this.GetRecordDefinition(distanceFunction)); - - await collection.EnsureCollectionExistsAsync(); - - try - { - await collection.UpsertAsync(insertedRecords); - - var searchResult = collection.SearchAsync(baseVector, top: 3); - var results = await searchResult.ToListAsync(); - VerifySearchResults(expectedRecords, expectedScores, results, includeVectors: false); - - searchResult = collection.SearchAsync(baseVector, top: 3, new() { IncludeVectors = true }); - results = await searchResult.ToListAsync(); - VerifySearchResults(expectedRecords, expectedScores, results, includeVectors: true); - - for (int skip = 0; skip <= insertedRecords.Count; skip++) - { - for (int top = Math.Max(1, skip); top <= insertedRecords.Count; top++) - { - searchResult = collection.SearchAsync(baseVector, - top: top, - new() - { - Skip = skip, - IncludeVectors = true - }); - results = await searchResult.ToListAsync(); - - VerifySearchResults( - expectedRecords.Skip(skip).Take(top).ToArray(), - expectedScores.Skip(skip).Take(top).ToArray(), - results, includeVectors: true); - } - } - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - - static void VerifySearchResults(SearchRecord[] expectedRecords, double[] expectedScores, - List> results, bool includeVectors) - { - Assert.Equal(expectedRecords.Length, results.Count); - for (int i = 0; i < results.Count; i++) - { - Assert.Equal(expectedRecords[i].Key, results[i].Record.Key); - Assert.Equal(expectedRecords[i].Int, results[i].Record.Int); - Assert.Equal(expectedRecords[i].String, results[i].Record.String); - Assert.Equal(Math.Round(expectedScores[i], 2), Math.Round(results[i].Score!.Value, 2)); - - if (includeVectors) - { - Assert.Equal(expectedRecords[i].Vector.ToArray(), results[i].Record.Vector.ToArray()); - } - else - { - Assert.Equal(0, results[i].Record.Vector.Length); - } - } - } - } - - private VectorStoreCollectionDefinition GetRecordDefinition(string distanceFunction) - => new() - { - Properties = - [ - new VectorStoreKeyProperty(nameof(SearchRecord.Key), typeof(TKey)), - new VectorStoreVectorProperty(nameof(SearchRecord.Vector), typeof(ReadOnlyMemory), 4) - { - DistanceFunction = distanceFunction, - IndexKind = this.IndexKind - }, - new VectorStoreDataProperty(nameof(SearchRecord.Int), typeof(int)) { IsIndexed = true }, - new VectorStoreDataProperty(nameof(SearchRecord.String), typeof(string)) { IsIndexed = true }, - ] - }; - - public class SearchRecord - { - public TKey Key { get; set; } = default!; - public ReadOnlyMemory Vector { get; set; } - - public int Int { get; set; } - public string? String { get; set; } - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchWithFilterConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchWithFilterConformanceTests.cs deleted file mode 100644 index a9dece36e230..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/VectorSearch/VectorSearchWithFilterConformanceTests.cs +++ /dev/null @@ -1,74 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace VectorData.ConformanceTests.VectorSearch; - -public abstract class VectorSearchWithFilterConformanceTests(VectorStoreFixture fixture) where TKey : notnull -{ - [ConditionalFact] - public async Task SearchWithFilterShouldReturnExpectedResultsAsync() - { - // Arrange - var collectionName = fixture.GetUniqueCollectionName(); - var collection = fixture.TestStore.DefaultVectorStore.GetCollection(collectionName); - - List? results = null; - - // Act - try - { - await collection.EnsureCollectionExistsAsync(); - - List records = - [ - new VectorSearchWithFilterRecord - { - Key = fixture.GenerateNextKey(), - Text = "apples", - Vector = new ReadOnlyMemory([1f, 1f, 1f]) - }, - new VectorSearchWithFilterRecord - { - Key = fixture.GenerateNextKey(), - Text = "oranges", - Vector = new ReadOnlyMemory([10f, 20f, 35f]) - } - ]; - - await collection.UpsertAsync(records); - - await fixture.TestStore.WaitForDataAsync(collection, records.Count); - - var vectorSearchResults = await collection.SearchAsync(new ReadOnlyMemory([10f, 20f, 35f]), 1, new() - { - Filter = r => r.Text == "apples" - }).ToListAsync(); - - results = [.. vectorSearchResults.Select(l => l.Record)]; - } - finally - { - await collection.EnsureCollectionDeletedAsync(); - } - - // Assert - Assert.Single(results); - Assert.Equal("apples", results[0].Text); - } - - public class VectorSearchWithFilterRecord - { - [VectorStoreKey] - public TKey Key { get; set; } = default!; - - [VectorStoreData] - public string? Text { get; set; } - - [VectorStoreVector(Dimensions: 3)] - public ReadOnlyMemory Vector { get; set; } - } -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/HybridSearch/WeaviateKeywordVectorizedHybridSearchTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/HybridSearch/WeaviateKeywordVectorizedHybridSearchTests.cs deleted file mode 100644 index 21f9218ff077..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/HybridSearch/WeaviateKeywordVectorizedHybridSearchTests.cs +++ /dev/null @@ -1,52 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.HybridSearch; -using VectorData.ConformanceTests.Support; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.HybridSearch; - -public class WeaviateKeywordVectorizedHybridSearchTests_NamedVectors( - WeaviateKeywordVectorizedHybridSearchTests_NamedVectors.VectorAndStringFixture vectorAndStringFixture, - WeaviateKeywordVectorizedHybridSearchTests_NamedVectors.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - - public override string CollectionName => "VectorAndStringHybridSearch"; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - - public override string CollectionName => "MultiTextHybridSearch"; - } -} - -public class WeaviateKeywordVectorizedHybridSearchTests_UnnamedVector( - WeaviateKeywordVectorizedHybridSearchTests_UnnamedVector.VectorAndStringFixture vectorAndStringFixture, - WeaviateKeywordVectorizedHybridSearchTests_UnnamedVector.MultiTextFixture multiTextFixture) - : KeywordVectorizedHybridSearchComplianceTests(vectorAndStringFixture, multiTextFixture), - IClassFixture, - IClassFixture -{ - public new class VectorAndStringFixture : KeywordVectorizedHybridSearchComplianceTests.VectorAndStringFixture - { - public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; - - public override string CollectionName => "VectorAndStringHybridSearch"; - } - - public new class MultiTextFixture : KeywordVectorizedHybridSearchComplianceTests.MultiTextFixture - { - public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; - - public override string CollectionName => "MultiTextHybridSearch"; - } -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateMultiVectorModelTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateMultiVectorModelTests.cs new file mode 100644 index 000000000000..d4136058005f --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateMultiVectorModelTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests.ModelTests; + +public class WeaviateMultiVectorModelTests(WeaviateMultiVectorModelTests.Fixture fixture) + : MultiVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : MultiVectorModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs index 9d4a73d4df27..225ba3d22cbe 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs @@ -17,7 +17,7 @@ public class WeaviateNoDataModelTests_NamedVectors(WeaviateNoDataModelTests_Name /// /// Weaviate collections must start with an uppercase letter. /// - public override string CollectionName => "NoDataNamedCollection"; + protected override string CollectionNameBase => "NoDataNamedCollection"; } } @@ -31,6 +31,6 @@ public class WeaviateNoDataModelTests_UnnamedVector(WeaviateNoDataModelTests_Unn /// /// Weaviate collections must start with an uppercase letter. /// - public override string CollectionName => "NoDataUnnamedCollection"; + protected override string CollectionNameBase => "NoDataUnnamedCollection"; } } diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateDynamicDataModelFixture.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateDynamicDataModelFixture.cs deleted file mode 100644 index 0032e5b6cb3b..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateDynamicDataModelFixture.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Weaviate.ConformanceTests.Support; - -public class WeaviateDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - - // Weaviate requires the name to start with a capital letter and not contain any chars other than a-Z and 0-9. - // Source: https://weaviate.io/developers/weaviate/starter-guides/managing-collections#collection--property-names - public override string CollectionName => this.GetUniqueCollectionName(); - - public override string GetUniqueCollectionName() => $"A{Guid.NewGuid():N}"; -} - -public class WeaviateDynamicDataModelNamedVectorsFixture : WeaviateDynamicDataModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; -} - -public class WeaviateDynamicDataModelUnnamedVectorFixture : WeaviateDynamicDataModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateSimpleModelFixture.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateSimpleModelFixture.cs deleted file mode 100644 index 62284c8df5a6..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Support/WeaviateSimpleModelFixture.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Weaviate.ConformanceTests.Support; - -public class WeaviateSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - - // Weaviate requires the name to start with a capital letter and not contain any chars other than a-Z and 0-9. - // Source: https://weaviate.io/developers/weaviate/starter-guides/managing-collections#collection--property-names - public override string CollectionName => this.GetUniqueCollectionName(); - - public override string GetUniqueCollectionName() => $"A{Guid.NewGuid():N}"; -} - -public class WeaviateSimpleModelNamedVectorsFixture : WeaviateSimpleModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; -} - -public class WeaviateSimpleModelUnnamedVectorFixture : WeaviateSimpleModelFixture -{ - public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDataTypeTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateDataTypeTests.cs similarity index 92% rename from dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDataTypeTests.cs rename to dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateDataTypeTests.cs index 9a258fa2d472..1306004e1461 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDataTypeTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateDataTypeTests.cs @@ -1,11 +1,11 @@ // Copyright (c) Microsoft. All rights reserved. -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Weaviate.ConformanceTests.Support; using Xunit; -namespace Weaviate.ConformanceTests; +namespace Weaviate.ConformanceTests.TypeTests; public class WeaviateDataTypeTests(WeaviateDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateEmbeddingTypeTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateEmbeddingTypeTests.cs similarity index 85% rename from dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateEmbeddingTypeTests.cs rename to dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateEmbeddingTypeTests.cs index 8cb41d47dadf..ac24a2e3ca63 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateEmbeddingTypeTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. -using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; using Weaviate.ConformanceTests.Support; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope -namespace Weaviate.ConformanceTests; +namespace Weaviate.ConformanceTests.TypeTests; public class WeaviateEmbeddingTypeTests(WeaviateEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateKeyTypeTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateKeyTypeTests.cs new file mode 100644 index 000000000000..dfbea528237d --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/TypeTests/WeaviateKeyTypeTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.TypeTests; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests.TypeTests; + +public class WeaviateKeyTypeTests(WeaviateKeyTypeTests.Fixture fixture) + : KeyTypeTests(fixture), IClassFixture +{ + public new class Fixture : KeyTypeTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/VectorSearch/WeaviateVectorSearchDistanceFunctionComplianceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/VectorSearch/WeaviateVectorSearchDistanceFunctionComplianceTests.cs deleted file mode 100644 index a00674bc7790..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/VectorSearch/WeaviateVectorSearchDistanceFunctionComplianceTests.cs +++ /dev/null @@ -1,27 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.VectorSearch; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.VectorSearch; - -public class WeaviateVectorSearchDistanceFunctionComplianceTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) - : VectorSearchDistanceFunctionComplianceTests(fixture), IClassFixture -{ - public override Task CosineSimilarity() => Assert.ThrowsAsync(base.CosineSimilarity); - - public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); - - public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); -} - -public class WeaviateVectorSearchDistanceFunctionComplianceTests_UnnamedVector(WeaviateDynamicDataModelNamedVectorsFixture fixture) - : VectorSearchDistanceFunctionComplianceTests(fixture), IClassFixture -{ - public override Task CosineSimilarity() => Assert.ThrowsAsync(base.CosineSimilarity); - - public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); - - public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs index 3c31cca719e7..09036556b6f2 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs @@ -1,17 +1,26 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; using Weaviate.ConformanceTests.Support; using Xunit; namespace Weaviate.ConformanceTests; -public class WeaviateCollectionManagementTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) - : CollectionManagementTests(fixture), IClassFixture +public class WeaviateCollectionManagementTests_NamedVectors(WeaviateCollectionManagementTests_NamedVectors.Fixture fixture) + : CollectionManagementTests(fixture), IClassFixture { + public class Fixture : VectorStoreFixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } } -public class WeaviateCollectionManagementTests_UnnamedVector(WeaviateSimpleModelUnnamedVectorFixture fixture) - : CollectionManagementTests(fixture), IClassFixture +public class WeaviateCollectionManagementTests_UnnamedVector(WeaviateCollectionManagementTests_UnnamedVector.Fixture fixture) + : CollectionManagementTests(fixture), IClassFixture { + public class Fixture : VectorStoreFixture + { + public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; + } } diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDependencyInjectionTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDependencyInjectionTests.cs index 7ff2ee2f51a9..492acc4a12f4 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDependencyInjectionTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDependencyInjectionTests.cs @@ -4,13 +4,12 @@ using Microsoft.Extensions.DependencyInjection; using Microsoft.SemanticKernel.Connectors.Weaviate; using VectorData.ConformanceTests; -using VectorData.ConformanceTests.Models; using Xunit; namespace Weaviate.ConformanceTests; public class WeaviateDependencyInjectionTests - : DependencyInjectionTests>, Guid, SimpleRecord> + : DependencyInjectionTests.Record>, Guid, DependencyInjectionTests.Record> { private static readonly Uri s_endpoint = new("http://localhost"); private const string ApiKey = "Fake API Key"; @@ -37,17 +36,17 @@ private static string ApiKeyProvider(IServiceProvider sp, object? serviceKey = n yield return (services, serviceKey, name, lifetime) => serviceKey is null ? services .AddSingleton(sp => new WeaviateCollectionOptions() { Endpoint = EndpointProvider(sp), ApiKey = ApiKeyProvider(sp) }) - .AddWeaviateCollection>(name, lifetime: lifetime) + .AddWeaviateCollection(name, lifetime: lifetime) : services .AddSingleton(sp => new WeaviateCollectionOptions() { Endpoint = EndpointProvider(sp, serviceKey), ApiKey = ApiKeyProvider(sp, serviceKey) }) - .AddKeyedWeaviateCollection>(serviceKey, name, lifetime: lifetime); + .AddKeyedWeaviateCollection(serviceKey, name, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => serviceKey is null - ? services.AddWeaviateCollection>(name, s_endpoint, ApiKey, lifetime: lifetime) - : services.AddKeyedWeaviateCollection>(serviceKey, name, s_endpoint, ApiKey, lifetime: lifetime); + ? services.AddWeaviateCollection(name, s_endpoint, ApiKey, lifetime: lifetime) + : services.AddKeyedWeaviateCollection(serviceKey, name, s_endpoint, ApiKey, lifetime: lifetime); yield return (services, serviceKey, name, lifetime) => - services.AddKeyedWeaviateCollection>(serviceKey, name, s_endpoint, ApiKey, lifetime: lifetime); + services.AddKeyedWeaviateCollection(serviceKey, name, s_endpoint, ApiKey, lifetime: lifetime); } } @@ -76,9 +75,9 @@ public void EndpointCantBeNull() Assert.Throws(() => services.AddWeaviateVectorStore(endpoint: null!, apiKey: ApiKey)); Assert.Throws(() => services.AddKeyedWeaviateVectorStore(serviceKey: "notNull", endpoint: null!, apiKey: ApiKey)); - Assert.Throws(() => services.AddWeaviateCollection>( + Assert.Throws(() => services.AddWeaviateCollection( name: "notNull", endpoint: null!, apiKey: ApiKey)); - Assert.Throws(() => services.AddKeyedWeaviateCollection>( + Assert.Throws(() => services.AddKeyedWeaviateCollection( serviceKey: "notNull", name: "notNull", endpoint: null!, apiKey: ApiKey)); } } diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDistanceFunctionTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDistanceFunctionTests.cs new file mode 100644 index 000000000000..e5ee5023c86a --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateDistanceFunctionTests.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests; + +public class WeaviateDistanceFunctionTests(WeaviateDistanceFunctionTests.Fixture fixture) + : DistanceFunctionTests(fixture), IClassFixture +{ + public override Task CosineSimilarity() => Assert.ThrowsAsync(base.CosineSimilarity); + public override Task DotProductSimilarity() => Assert.ThrowsAsync(base.DotProductSimilarity); + public override Task EuclideanDistance() => Assert.ThrowsAsync(base.EuclideanDistance); + + public new class Fixture() : DistanceFunctionTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateHybridSearchTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateHybridSearchTests.cs new file mode 100644 index 000000000000..560d45aeba90 --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateHybridSearchTests.cs @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. + +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests; + +public class WeaviateHybridSearchTests_NamedVectors( + WeaviateHybridSearchTests_NamedVectors.VectorAndStringFixture vectorAndStringFixture, + WeaviateHybridSearchTests_NamedVectors.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} + +public class WeaviateHybridSearchTests_UnnamedVector( + WeaviateHybridSearchTests_UnnamedVector.VectorAndStringFixture vectorAndStringFixture, + WeaviateHybridSearchTests_UnnamedVector.MultiTextFixture multiTextFixture) + : HybridSearchTests(vectorAndStringFixture, multiTextFixture), + IClassFixture, + IClassFixture +{ + public new class VectorAndStringFixture : HybridSearchTests.VectorAndStringFixture + { + public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; + } + + public new class MultiTextFixture : HybridSearchTests.MultiTextFixture + { + public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateIndexKindTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateIndexKindTests.cs new file mode 100644 index 000000000000..4fb39d5548bf --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateIndexKindTests.cs @@ -0,0 +1,27 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests; + +public class WeaviateIndexKindTests(WeaviateIndexKindTests.Fixture fixture) + : IndexKindTests(fixture), IClassFixture +{ + [ConditionalFact] + public virtual Task Hnsw() + => this.Test(IndexKind.Hnsw); + + [ConditionalFact] + public virtual Task Dynamic() + => this.Test(IndexKind.Dynamic); + + public new class Fixture() : IndexKindTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateTestSuiteImplementationTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateTestSuiteImplementationTests.cs index 2910c08d05fb..b42a1e40d9d7 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateTestSuiteImplementationTests.cs @@ -1,14 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.VectorSearch; namespace Weaviate.ConformanceTests; -public class WeaviateTestSuiteImplementationTests : TestSuiteImplementationTests -{ - protected override ICollection IgnoredTestBases { get; } = - [ - typeof(VectorSearchWithFilterConformanceTests<>) - ]; -} +public class WeaviateTestSuiteImplementationTests : TestSuiteImplementationTests; diff --git a/python/pyproject.toml b/python/pyproject.toml index 8ab32c6e87cc..d359882224c6 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -37,7 +37,7 @@ dependencies = [ "numpy >= 1.25.0; python_version < '3.12'", "numpy >= 1.26.0; python_version >= '3.12'", # openai connector - "openai >= 1.98.0, < 2.0.0", + "openai >= 1.98.0,<2", # openapi and swagger "openapi_core >= 0.18,<0.20", "websockets >= 13, < 16", diff --git a/python/samples/concepts/functions/agent_framework_tools.py b/python/samples/concepts/functions/agent_framework_tools.py new file mode 100644 index 000000000000..be0ea6586969 --- /dev/null +++ b/python/samples/concepts/functions/agent_framework_tools.py @@ -0,0 +1,72 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio + +from agent_framework.openai import OpenAIResponsesClient + +from semantic_kernel import Kernel +from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion, OpenAIChatPromptExecutionSettings +from semantic_kernel.core_plugins import TimePlugin +from semantic_kernel.functions import KernelFunctionFromPrompt +from semantic_kernel.prompt_template import KernelPromptTemplate, PromptTemplateConfig + +""" +This example demonstrates how to create an agent framework tool from a kernel function +that uses a prompt template with plugin functions. The tool is then used by an Agent +Framework Agent to answer a question about the current time and date. + + +This sample requires manually installing the `agent-framework-core` package. + +```bash +pip install agent-framework-core --pre +``` +or with uv: +```bash +uv pip install agent-framework-core --prerelease=allow +``` +""" + + +async def main(): + kernel = Kernel() + + service_id = "template_language" + kernel.add_service( + OpenAIChatCompletion(service_id=service_id), + ) + + kernel.add_plugin(TimePlugin(), "time") + + function_definition = """ + Today is: {{time.date}} + Current time is: {{time.time}} + + Answer to the following questions using JSON syntax, including the data used. + Is it morning, afternoon, evening, or night (morning/afternoon/evening/night)? + Is it weekend time (weekend/not weekend)? + """ + + print("--- Rendered Prompt ---") + prompt_template_config = PromptTemplateConfig(template=function_definition) + prompt_template = KernelPromptTemplate(prompt_template_config=prompt_template_config) + rendered_prompt = await prompt_template.render(kernel, arguments=None) + print(rendered_prompt) + + function = KernelFunctionFromPrompt( + description="Determine the kind of day based on the current time and date.", + plugin_name="TimePlugin", + prompt_execution_settings=OpenAIChatPromptExecutionSettings(service_id=service_id, max_tokens=100), + function_name="kind_of_day", + prompt_template=prompt_template, + ).as_agent_framework_tool(kernel=kernel) + + print("--- Prompt Function Result ---") + response = await ( + OpenAIResponsesClient(model_id="gpt-5-nano").create_agent(tools=function).run("What kind of day is it?") + ) + print(response.text) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/concepts/setup/chat_completion_services.py b/python/samples/concepts/setup/chat_completion_services.py index 918e61c536db..21f2ad1517e0 100644 --- a/python/samples/concepts/setup/chat_completion_services.py +++ b/python/samples/concepts/setup/chat_completion_services.py @@ -332,13 +332,9 @@ def get_onnx_chat_completion_service_and_request_settings() -> tuple[ Please refer to the Semantic Kernel Python documentation for more information: https://learn.microsoft.com/en-us/python/api/semantic-kernel/semantic_kernel?view=semantic-kernel """ - from semantic_kernel.connectors.ai.onnx import ( - OnnxGenAIChatCompletion, - OnnxGenAIPromptExecutionSettings, - ONNXTemplate, - ) + from semantic_kernel.connectors.ai.onnx import OnnxGenAIChatCompletion, OnnxGenAIPromptExecutionSettings - chat_service = OnnxGenAIChatCompletion(ONNXTemplate.PHI3, service_id=service_id) + chat_service = OnnxGenAIChatCompletion(template="phi4mm", service_id=service_id) request_settings = OnnxGenAIPromptExecutionSettings(service_id=service_id) return chat_service, request_settings diff --git a/python/semantic_kernel/__init__.py b/python/semantic_kernel/__init__.py index 4ce566382ed3..1e7ca0f301b5 100644 --- a/python/semantic_kernel/__init__.py +++ b/python/semantic_kernel/__init__.py @@ -2,7 +2,7 @@ from semantic_kernel.kernel import Kernel -__version__ = "1.37.1" +__version__ = "1.38.0" DEFAULT_RC_VERSION = f"{__version__}-rc9" diff --git a/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_chat_completion.py b/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_chat_completion.py index d9b27cfd3969..062147dfd195 100644 --- a/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_chat_completion.py +++ b/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_chat_completion.py @@ -1,5 +1,6 @@ # Copyright (c) Microsoft. All rights reserved. +import json import logging import sys from collections.abc import AsyncGenerator @@ -10,7 +11,6 @@ else: from typing_extensions import override # pragma: no cover - from pydantic import ValidationError from semantic_kernel.connectors.ai.chat_completion_client_base import ChatCompletionClientBase @@ -20,6 +20,7 @@ from semantic_kernel.connectors.ai.onnx.utils import ONNXTemplate, apply_template from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings from semantic_kernel.contents import ( + AudioContent, ChatHistory, ChatMessageContent, ImageContent, @@ -37,12 +38,12 @@ class OnnxGenAIChatCompletion(ChatCompletionClientBase, OnnxGenAICompletionBase): """OnnxGenAI text completion service.""" - template: ONNXTemplate + template: ONNXTemplate | None SUPPORTS_FUNCTION_CALLING: ClassVar[bool] = False def __init__( self, - template: ONNXTemplate, + template: ONNXTemplate | None = None, ai_model_path: str | None = None, ai_model_id: str | None = None, env_file_path: str | None = None, @@ -80,6 +81,12 @@ def __init__( super().__init__(ai_model_id=ai_model_id, ai_model_path=settings.chat_model_folder, template=template, **kwargs) + if self.enable_multi_modality and template is None: + raise ServiceInitializationError( + "When using a multi-modal model, a template must be specified." + " Please provide a ONNXTemplate in the constructor." + ) + @override async def _inner_get_chat_message_contents( self, @@ -101,7 +108,8 @@ async def _inner_get_chat_message_contents( assert isinstance(settings, OnnxGenAIPromptExecutionSettings) # nosec prompt = self._prepare_chat_history_for_request(chat_history) images = self._get_images_from_history(chat_history) - choices = await self._generate_next_token(prompt, settings, images) + audios = self._get_audios_from_history(chat_history) + choices = await self._generate_next_token(prompt, settings, images=images, audios=audios) return [self._create_chat_message_content(choice) for choice in choices] @override @@ -127,7 +135,8 @@ async def _inner_get_streaming_chat_message_contents( assert isinstance(settings, OnnxGenAIPromptExecutionSettings) # nosec prompt = self._prepare_chat_history_for_request(chat_history) images = self._get_images_from_history(chat_history) - async for chunk in self._generate_next_token_async(prompt, settings, images): + audios = self._get_audios_from_history(chat_history) + async for chunk in self._generate_next_token_async(prompt, settings, images=images, audios=audios): yield [ self._create_streaming_chat_message_content(choice_index, new_token, function_invoke_attempt) for choice_index, new_token in enumerate(chunk) @@ -159,9 +168,21 @@ def _create_streaming_chat_message_content( def _prepare_chat_history_for_request( self, chat_history: ChatHistory, role_key: str = "role", content_key: str = "content" ) -> Any: - return apply_template(chat_history, self.template) + if self.template: + return apply_template(chat_history, self.template) + return self.tokenizer.apply_chat_template( + json.dumps(self._chat_messages_to_dicts(chat_history)), + add_generation_prompt=True, + ) + + def _chat_messages_to_dicts(self, chat_history: "ChatHistory") -> list[dict[str, Any]]: + return [ + message.to_dict(role_key="role", content_key="content") + for message in chat_history.messages + if isinstance(message, ChatMessageContent) + ] - def _get_images_from_history(self, chat_history: "ChatHistory") -> ImageContent | None: + def _get_images_from_history(self, chat_history: "ChatHistory") -> list[ImageContent] | None: images = [] for message in chat_history.messages: for image in message.items: @@ -174,11 +195,22 @@ def _get_images_from_history(self, chat_history: "ChatHistory") -> ImageContent raise ServiceInvalidExecutionSettingsError( "Image Content URI needs to be set, because onnx can only work with file paths" ) - # Currently Onnx Runtime only supports one image - # Later we will add support for multiple images - if len(images) > 1: - raise ServiceInvalidExecutionSettingsError("The model does not support more than one image") - return images[-1] if images else None + return images if len(images) else None + + def _get_audios_from_history(self, chat_history: "ChatHistory") -> list[AudioContent] | None: + audios = [] + for message in chat_history.messages: + for audio in message.items: + if isinstance(audio, AudioContent): + if not self.enable_multi_modality: + raise ServiceInvalidExecutionSettingsError("The model does not support multi-modality") + if audio.uri: + audios.append(audio) + else: + raise ServiceInvalidExecutionSettingsError( + "Audio Content URI needs to be set, because onnx can only work with file paths" + ) + return audios if len(audios) else None @override def get_prompt_execution_settings_class(self) -> type["PromptExecutionSettings"]: diff --git a/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_completion_base.py b/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_completion_base.py index 79bb310bbc6d..9bafaa38b31f 100644 --- a/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_completion_base.py +++ b/python/semantic_kernel/connectors/ai/onnx/services/onnx_gen_ai_completion_base.py @@ -6,7 +6,7 @@ from typing import Any from semantic_kernel.connectors.ai.onnx.onnx_gen_ai_prompt_execution_settings import OnnxGenAIPromptExecutionSettings -from semantic_kernel.contents import ImageContent +from semantic_kernel.contents import AudioContent, ImageContent from semantic_kernel.exceptions import ServiceInitializationError, ServiceInvalidResponseError from semantic_kernel.kernel_pydantic import KernelBaseModel @@ -50,7 +50,7 @@ def __init__(self, ai_model_path: str, **kwargs) -> None: tokenizer = OnnxRuntimeGenAi.Tokenizer(model) tokenizer_stream = tokenizer.create_stream() except Exception as ex: - raise ServiceInitializationError("Failed to initialize OnnxTextCompletion service", ex) from ex + raise ServiceInitializationError("Failed to initialize OnnxCompletion service", ex) from ex super().__init__( model=model, @@ -64,25 +64,27 @@ async def _generate_next_token_async( self, prompt: str, settings: OnnxGenAIPromptExecutionSettings, - image: ImageContent | None = None, + images: list[ImageContent] | None = None, + audios: list[AudioContent] | None = None, ) -> AsyncGenerator[list[str], Any]: try: params = OnnxRuntimeGenAi.GeneratorParams(self.model) params.set_search_options(**settings.prepare_settings_dict()) + generator = OnnxRuntimeGenAi.Generator(self.model, params) if not self.enable_multi_modality: input_tokens = self.tokenizer.encode(prompt) - params.input_ids = input_tokens + generator.append_tokens(input_tokens) else: - if image is not None: - # With the use of Pybind there is currently no way to load images from bytes - # We can only open images from a file path currently - image = OnnxRuntimeGenAi.Images.open(str(image.uri)) - input_tokens = self.tokenizer(prompt, images=image) - params.set_inputs(input_tokens) - generator = OnnxRuntimeGenAi.Generator(self.model, params) + # With the use of Pybind in ONNX there is currently no way to load images from bytes + # We can only open images & audios from a file path currently + if images is not None: + images = OnnxRuntimeGenAi.Images.open(*[str(image.uri) for image in images]) + if audios is not None: + audios = OnnxRuntimeGenAi.Audios.open(*[str(audio.uri) for audio in audios]) + input_tokens = self.tokenizer(prompt, images=images, audios=audios) + generator.set_inputs(input_tokens) while not generator.is_done(): - generator.compute_logits() generator.generate_next_token() new_token_choices = [self.tokenizer_stream.decode(token) for token in generator.get_next_tokens()] yield new_token_choices @@ -94,10 +96,11 @@ async def _generate_next_token( self, prompt: str, settings: OnnxGenAIPromptExecutionSettings, - image: ImageContent | None = None, + images: list[ImageContent] | None = None, + audios: list[AudioContent] | None = None, ): token_choices: list[str] = [] - async for new_token_choice in self._generate_next_token_async(prompt, settings, image): + async for new_token_choice in self._generate_next_token_async(prompt, settings, images, audios=audios): # zip only works if the lists are the same length if len(token_choices) == 0: token_choices = new_token_choice diff --git a/python/semantic_kernel/connectors/ai/onnx/utils.py b/python/semantic_kernel/connectors/ai/onnx/utils.py index 80c93e0ebceb..e9bbe40ee074 100644 --- a/python/semantic_kernel/connectors/ai/onnx/utils.py +++ b/python/semantic_kernel/connectors/ai/onnx/utils.py @@ -2,6 +2,7 @@ from enum import Enum from semantic_kernel.contents import AuthorRole, ChatHistory, ImageContent, TextContent +from semantic_kernel.contents.audio_content import AudioContent from semantic_kernel.exceptions import ServiceException, ServiceInvalidRequestError @@ -19,6 +20,8 @@ class ONNXTemplate(str, Enum): PHI3 = "phi3" PHI3V = "phi3v" + PHI4 = "phi4" + PHI4MM = "phi4mm" GEMMA = "gemma" LLAMA = "llama" NONE = "none" @@ -39,9 +42,11 @@ def apply_template(history: ChatHistory, template: ONNXTemplate) -> str: """ template_functions = { ONNXTemplate.PHI3: phi3_template, + ONNXTemplate.PHI4: phi4_template, ONNXTemplate.GEMMA: gemma_template, ONNXTemplate.LLAMA: llama_template, ONNXTemplate.PHI3V: phi3v_template, + ONNXTemplate.PHI4MM: phi4mm_template, ONNXTemplate.NONE: lambda text: text, } @@ -67,6 +72,22 @@ def phi3_template(history: ChatHistory) -> str: return phi3_input +def phi4_template(history: ChatHistory) -> str: + """Generates a formatted string from the chat history for use with the phi4 model. + + Args: + history (ChatHistory): An object containing the chat history with a list of messages. + + Returns: + str: A formatted string where each message is prefixed with the role and suffixed with an end marker. + """ + phi4_input = "" + for message in history.messages: + phi4_input += f"<|{message.role.value}|>\n{message.content}<|end|>\n" + phi4_input += "<|assistant|>\n" + return phi4_input + + def phi3v_template(history: ChatHistory) -> str: """Generates a formatted string from a given chat history for use with the phi3v model. @@ -78,6 +99,7 @@ def phi3v_template(history: ChatHistory) -> str: the role of each message (system, user, assistant) and the type of content (text, image). """ phi3v_input = "" + image_count = 0 for message in history.messages: if message.role == AuthorRole.SYSTEM: phi3v_input += f"<|system|>\n{message.content}<|end|>\n" @@ -85,15 +107,48 @@ def phi3v_template(history: ChatHistory) -> str: for item in message.items: if isinstance(item, TextContent): phi3v_input += f"<|user|>\n{item.text}<|end|>\n" - # Currently only one image is supported in Onnx if isinstance(item, ImageContent): - phi3v_input += "<|image_1|>\n" + phi3v_input += f"<|image_{image_count + 1}|>\n" + image_count += 1 if message.role == AuthorRole.ASSISTANT: phi3v_input += f"<|assistant|>\n{message.content}<|end|>\n" phi3v_input += "<|assistant|>\n" return phi3v_input +def phi4mm_template(history: ChatHistory) -> str: + """Generates a formatted string from a given chat history for use with the phi4mm model. + + Args: + history (ChatHistory): An object containing the chat history with messages. + + Returns: + str: A formatted string representing the chat history, with special tokens indicating + the role of each message (system, user, assistant) and the type of content (text, image). + """ + phi4mm_input = "" + image_count = 0 + audio_count = 0 + for message in history.messages: + if message.role == AuthorRole.SYSTEM: + phi4mm_input += f"<|system|>\n{message.content}<|end|>\n" + if message.role == AuthorRole.USER: + for item in message.items: + if isinstance(item, TextContent): + phi4mm_input += f"<|user|>\n{item.text}<|end|>\n" + # Currently only one image is supported in Onnx + if isinstance(item, ImageContent): + phi4mm_input += f"<|image_{image_count + 1}|>\n" + image_count += 1 + if isinstance(item, AudioContent): + phi4mm_input += f"<|audio_{audio_count + 1}|>\n" + audio_count += 1 + if message.role == AuthorRole.ASSISTANT: + phi4mm_input += f"<|assistant|>\n{message.content}<|end|>\n" + phi4mm_input += "<|assistant|>\n" + return phi4mm_input + + def gemma_template(history: ChatHistory) -> str: """Generates a formatted string for the Gemma model based on the provided chat history. diff --git a/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_handler.py b/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_handler.py index a7e1ffc464a3..f34aaefe73f2 100644 --- a/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_handler.py +++ b/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_handler.py @@ -150,7 +150,7 @@ async def _send_image_edit_request( try: response: ImagesResponse = await self.client.images.edit( image=image, - mask=mask, + mask=mask, # type: ignore **settings.prepare_settings_dict(), ) self.store_usage(response) diff --git a/python/semantic_kernel/functions/kernel_function.py b/python/semantic_kernel/functions/kernel_function.py index ccc086582876..15f2ab34c6b7 100644 --- a/python/semantic_kernel/functions/kernel_function.py +++ b/python/semantic_kernel/functions/kernel_function.py @@ -11,7 +11,7 @@ from opentelemetry import metrics, trace from opentelemetry.semconv.attributes.error_attributes import ERROR_TYPE -from pydantic import Field +from pydantic import BaseModel, Field from semantic_kernel.filters.filter_types import FilterTypes from semantic_kernel.filters.functions.function_invocation_context import FunctionInvocationContext @@ -35,6 +35,9 @@ from semantic_kernel.utils.telemetry.model_diagnostics import function_tracer from semantic_kernel.utils.telemetry.model_diagnostics.gen_ai_attributes import TOOL_CALL_ARGUMENTS, TOOL_CALL_RESULT +from ..contents.chat_message_content import ChatMessageContent +from ..contents.text_content import TextContent + if TYPE_CHECKING: from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings from semantic_kernel.contents.streaming_content_mixin import StreamingContentMixin @@ -405,3 +408,76 @@ def _handle_exception(self, current_span: trace.Span, exception: Exception, attr current_span.set_status(trace.StatusCode.ERROR, description=str(exception)) KernelFunctionLogMessages.log_function_error(logger, exception) + + def as_agent_framework_tool( + self, + *, + name: str | None = None, + description: str | None = None, + kernel: "Kernel | None" = None, + ) -> Any: + """Convert the function to an agent framework tool. + + Args: + name: The name of the tool, if None, the function name is used. + description: The description of the tool, if None, the tool description is used. + kernel: The kernel to use, if None, a kernel is created. + + Returns: + AIFunction: The agent framework tool. + """ + import json + + from pydantic import Field, create_model + + from semantic_kernel.kernel import Kernel + + try: + from agent_framework import AIFunction + + except ImportError as e: + raise ImportError( + "agent_framework is not installed. Please install it with 'pip install agent-framework-core'" + ) from e + + if not kernel: + kernel = Kernel() + name = name or self.name + description = description or self.description + fields = {} + for param in self.parameters: + if param.include_in_function_choices: + if param.default_value is not None: + fields[param.name] = ( + param.type_, + Field(description=param.description, default=param.default_value), + ) + fields[param.name] = (param.type_, Field(description=param.description)) + input_model = create_model("InputModel", **fields) # type: ignore + + async def wrapper(*args: Any, **kwargs: Any) -> Any: + result = await self.invoke(kernel, *args, **kwargs) + if result and result.value is not None: + if isinstance(result.value, list): + results: list[Any] = [] + for value in result.value: + if isinstance(value, ChatMessageContent): + results.append(str(value)) + continue + if isinstance(value, TextContent): + results.append(value.text) + continue + if isinstance(value, BaseModel): + results.append(value.model_dump()) + continue + results.append(value) + return json.dumps(results) if len(results) > 1 else json.dumps(results[0]) + return json.dumps(result.value) + return "The function did not return a result." + + return AIFunction( + name=name, + description=description, + input_model=input_model, + func=wrapper, + ) diff --git a/python/semantic_kernel/utils/telemetry/model_diagnostics/decorators.py b/python/semantic_kernel/utils/telemetry/model_diagnostics/decorators.py index 27aa99831b27..3b4b32b97507 100644 --- a/python/semantic_kernel/utils/telemetry/model_diagnostics/decorators.py +++ b/python/semantic_kernel/utils/telemetry/model_diagnostics/decorators.py @@ -34,10 +34,8 @@ MODEL_DIAGNOSTICS_SETTINGS = ModelDiagnosticSettings() # Operation names -CHAT_COMPLETION_OPERATION = "chat.completions" -CHAT_STREAMING_COMPLETION_OPERATION = "chat.streaming_completions" -TEXT_COMPLETION_OPERATION = "text.completions" -TEXT_STREAMING_COMPLETION_OPERATION = "text.streaming_completions" +CHAT_COMPLETION_OPERATION = "chat" +TEXT_COMPLETION_OPERATION = "text_completions" # We're recording multiple events for the chat history, some of them are emitted within (hundreds of) @@ -174,7 +172,7 @@ async def wrapper_decorator( with use_span( _get_completion_span( - CHAT_STREAMING_COMPLETION_OPERATION, + CHAT_COMPLETION_OPERATION, completion_service.ai_model_id, model_provider, completion_service.service_url(), @@ -288,7 +286,7 @@ async def wrapper_decorator(*args: Any, **kwargs: Any) -> AsyncGenerator[list["S with use_span( _get_completion_span( - TEXT_STREAMING_COMPLETION_OPERATION, + TEXT_COMPLETION_OPERATION, completion_service.ai_model_id, model_provider, completion_service.service_url(), diff --git a/python/tests/integration/completions/test_text_completion.py b/python/tests/integration/completions/test_text_completion.py index 470df7bfa332..33f5a481a5bb 100644 --- a/python/tests/integration/completions/test_text_completion.py +++ b/python/tests/integration/completions/test_text_completion.py @@ -233,8 +233,8 @@ def services(self) -> dict[str, tuple[ServiceType | None, type[PromptExecutionSe ), "hf_summ": ( HuggingFaceTextCompletion( - service_id="jotamunz/billsum_tiny_summarization", - ai_model_id="jotamunz/billsum_tiny_summarization", + service_id="Falconsai/text_summarization", + ai_model_id="Falconsai/text_summarization", task="summarization", ) if hugging_face_setup diff --git a/python/tests/unit/connectors/ai/hugging_face/test_hf_text_completions.py b/python/tests/unit/connectors/ai/hugging_face/test_hf_text_completions.py index aa2a11ea0556..47d2a50fad88 100644 --- a/python/tests/unit/connectors/ai/hugging_face/test_hf_text_completions.py +++ b/python/tests/unit/connectors/ai/hugging_face/test_hf_text_completions.py @@ -23,7 +23,7 @@ "translate English to Dutch: Hello, how are you?", ), ( - "jotamunz/billsum_tiny_summarization", + "Falconsai/text_summarization", "summarization", """ Summarize: Whales are fully aquatic, open-ocean animals: diff --git a/python/tests/unit/connectors/ai/onnx/services/test_onnx_chat_completion.py b/python/tests/unit/connectors/ai/onnx/services/test_onnx_chat_completion.py index 30c9573fef6c..b7f064926a89 100644 --- a/python/tests/unit/connectors/ai/onnx/services/test_onnx_chat_completion.py +++ b/python/tests/unit/connectors/ai/onnx/services/test_onnx_chat_completion.py @@ -52,8 +52,9 @@ def test_onnx_chat_completion_with_invalid_model(): ) -def test_onnx_chat_completion_without_prompt_template(): - with pytest.raises(TypeError): +@patch("builtins.open", new_callable=mock_open, read_data=json.dumps(gen_ai_config_vision)) +def test_onnx_chat_completion_with_multimodality_without_prompt_template(gen_ai_config_vision): + with pytest.raises(ServiceInitializationError): OnnxGenAIChatCompletion() @@ -147,7 +148,7 @@ def patch_open(*args, **kwargs): ) last_image = chat_completion._get_images_from_history(history) - assert last_image == image_content + assert last_image == [image_content] @patch("onnxruntime_genai.Model") diff --git a/python/tests/unit/connectors/ai/onnx/services/test_onnx_utils.py b/python/tests/unit/connectors/ai/onnx/services/test_onnx_utils.py index 0204c417f752..04ccd085c538 100644 --- a/python/tests/unit/connectors/ai/onnx/services/test_onnx_utils.py +++ b/python/tests/unit/connectors/ai/onnx/services/test_onnx_utils.py @@ -1,7 +1,14 @@ # Copyright (c) Microsoft. All rights reserved. -from semantic_kernel.connectors.ai.onnx.utils import gemma_template, llama_template, phi3_template, phi3v_template -from semantic_kernel.contents import AuthorRole, ChatHistory, ImageContent, TextContent +from semantic_kernel.connectors.ai.onnx.utils import ( + gemma_template, + llama_template, + phi3_template, + phi3v_template, + phi4_template, + phi4mm_template, +) +from semantic_kernel.contents import AudioContent, AuthorRole, ChatHistory, ImageContent, TextContent def test_phi3v_template_with_text_and_image(): @@ -27,6 +34,34 @@ def test_phi3v_template_with_text_and_image(): assert phi3v_template(history) == expected_output +def test_phi4mm_template_with_text_and_image(): + history = ChatHistory( + messages=[ + {"role": AuthorRole.SYSTEM, "content": "System message"}, + { + "role": AuthorRole.USER, + "items": [ + TextContent(text="User text message"), + ImageContent(url="http://example.com/image.png"), + AudioContent(url="http://example.com/audio.mp3"), + ], + }, + {"role": AuthorRole.ASSISTANT, "content": "Assistant message"}, + ] + ) + + expected_output = ( + "<|system|>\nSystem message<|end|>\n" + "<|user|>\nUser text message<|end|>\n" + "<|image_1|>\n" + "<|audio_1|>\n" + "<|assistant|>\nAssistant message<|end|>\n" + "<|assistant|>\n" + ) + + assert phi4mm_template(history) == expected_output + + def test_phi3_template_with_only_text(): history = ChatHistory(messages=[{"role": AuthorRole.USER, "items": [TextContent(text="User text message")]}]) @@ -35,6 +70,14 @@ def test_phi3_template_with_only_text(): assert phi3_template(history) == expected_output +def test_phi4_template_with_only_text(): + history = ChatHistory(messages=[{"role": AuthorRole.USER, "items": [TextContent(text="User text message")]}]) + + expected_output = "<|user|>\nUser text message<|end|>\n<|assistant|>\n" + + assert phi4_template(history) == expected_output + + def test_gemma_template_with_user_and_assistant_messages(): history = ChatHistory( messages=[ diff --git a/python/tests/unit/utils/model_diagnostics/test_trace_streaming_chat_completion.py b/python/tests/unit/utils/model_diagnostics/test_trace_streaming_chat_completion.py index 2b5632ac5d6d..aee008a1cb47 100644 --- a/python/tests/unit/utils/model_diagnostics/test_trace_streaming_chat_completion.py +++ b/python/tests/unit/utils/model_diagnostics/test_trace_streaming_chat_completion.py @@ -16,7 +16,7 @@ from semantic_kernel.exceptions.service_exceptions import ServiceResponseException from semantic_kernel.utils.telemetry.model_diagnostics import gen_ai_attributes from semantic_kernel.utils.telemetry.model_diagnostics.decorators import ( - CHAT_STREAMING_COMPLETION_OPERATION, + CHAT_COMPLETION_OPERATION, ChatHistoryMessageTimestampFilter, trace_streaming_chat_completion, ) @@ -119,7 +119,7 @@ async def test_trace_streaming_chat_completion( # Before the call to the model mock_span.set_attributes.assert_called_with({ - gen_ai_attributes.OPERATION: CHAT_STREAMING_COMPLETION_OPERATION, + gen_ai_attributes.OPERATION: CHAT_COMPLETION_OPERATION, gen_ai_attributes.SYSTEM: MockChatCompletion.MODEL_PROVIDER_NAME, gen_ai_attributes.MODEL: chat_completion.ai_model_id, }) diff --git a/python/tests/unit/utils/model_diagnostics/test_trace_streaming_text_completion.py b/python/tests/unit/utils/model_diagnostics/test_trace_streaming_text_completion.py index 27c31376aa42..5c57efeac9c4 100644 --- a/python/tests/unit/utils/model_diagnostics/test_trace_streaming_text_completion.py +++ b/python/tests/unit/utils/model_diagnostics/test_trace_streaming_text_completion.py @@ -14,7 +14,7 @@ from semantic_kernel.exceptions.service_exceptions import ServiceResponseException from semantic_kernel.utils.telemetry.model_diagnostics import gen_ai_attributes from semantic_kernel.utils.telemetry.model_diagnostics.decorators import ( - TEXT_STREAMING_COMPLETION_OPERATION, + TEXT_COMPLETION_OPERATION, trace_streaming_text_completion, ) from tests.unit.utils.model_diagnostics.conftest import 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