From 28ea2f4df872e8fd03ef0792ebc9e1989b4be0ee Mon Sep 17 00:00:00 2001 From: Evan Mattson <35585003+moonbox3@users.noreply.github.com> Date: Wed, 17 Sep 2025 13:40:38 +0900 Subject: [PATCH 01/35] Python: Fix AzureAIAgent readme links (#13138) ### Motivation and Context Current getting started with agents README links for AzureAIAgent are broken. ### Description - Fixes #13129 ### Contribution Checklist - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone :smile: --- .../getting_started_with_agents/README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/python/samples/getting_started_with_agents/README.md b/python/samples/getting_started_with_agents/README.md index 16091f64b026..f36b7be26cb4 100644 --- a/python/samples/getting_started_with_agents/README.md +++ b/python/samples/getting_started_with_agents/README.md @@ -38,14 +38,14 @@ Example|Description Example|Description ---|--- -[step1_azure_ai_agent](../getting_started_with_agents/azure_ai_agent/step1_azure_ai_agent.py)|How to create an Azure AI Agent and invoke a Semantic Kernel plugin. -[step2_azure_ai_agent_plugin](../getting_started_with_agents/azure_ai_agent/step2_azure_ai_agent_plugin.py)|How to create an Azure AI Agent with plugins. -[step3_azure_ai_agent_group_chat](../getting_started_with_agents/azure_ai_agent/step3_azure_ai_agent_group_chat.py)|How to create an agent group chat with Azure AI Agents. -[step4_azure_ai_agent_code_interpreter](../getting_started_with_agents/azure_ai_agent/step4_azure_ai_agent_code_interpreter.py)|How to use the code-interpreter tool for an Azure AI agent. -[step5_azure_ai_agent_file_search](../getting_started_with_agents/azure_ai_agent/step5_azure_ai_agent_file_search.py)|How to use the file-search tool for an Azure AI agent. -[step6_azure_ai_agent_openapi](../getting_started_with_agents/azure_ai_agent/step6_azure_ai_agent_openapi.py)|How to use the Open API tool for an Azure AI agent. -[step7_azure_ai_agent_retrieval](../getting_started_with_agents/azure_ai_agent/step7_azure_ai_agent_retrieval.py)|How to reference an existing Azure AI Agent. -[step8_azure_ai_agent_declarative](../getting_started_with_agents/azure_ai_agent/step8_azure_ai_agent_declarative.py)|How to create an Azure AI Agent from a declarative spec. +[step1_azure_ai_agent](../getting_started_with_agents/azure_ai_agent/step01_azure_ai_agent.py)|How to create an Azure AI Agent and invoke a Semantic Kernel plugin. +[step2_azure_ai_agent_plugin](../getting_started_with_agents/azure_ai_agent/step02_azure_ai_agent_plugin.py)|How to create an Azure AI Agent with plugins. +[step3_azure_ai_agent_group_chat](../getting_started_with_agents/azure_ai_agent/step03_azure_ai_agent_group_chat.py)|How to create an agent group chat with Azure AI Agents. +[step4_azure_ai_agent_code_interpreter](../getting_started_with_agents/azure_ai_agent/step04_azure_ai_agent_code_interpreter.py)|How to use the code-interpreter tool for an Azure AI agent. +[step5_azure_ai_agent_file_search](../getting_started_with_agents/azure_ai_agent/step05_azure_ai_agent_file_search.py)|How to use the file-search tool for an Azure AI agent. +[step6_azure_ai_agent_openapi](../getting_started_with_agents/azure_ai_agent/step06_azure_ai_agent_openapi.py)|How to use the Open API tool for an Azure AI agent. +[step7_azure_ai_agent_retrieval](../getting_started_with_agents/azure_ai_agent/step07_azure_ai_agent_retrieval.py)|How to reference an existing Azure AI Agent. +[step8_azure_ai_agent_declarative](../getting_started_with_agents/azure_ai_agent/step08_azure_ai_agent_declarative.py)|How to create an Azure AI Agent from a declarative spec. _Note: For details on configuring an Azure AI Agent, please see [here](../getting_started_with_agents/azure_ai_agent/README.md)._ From d455a2003343742e9a25f778db9c73bb47d44a25 Mon Sep 17 00:00:00 2001 From: Tao Chen Date: Mon, 22 Sep 2025 10:09:44 -0700 Subject: [PATCH 02/35] .Net & Python: Add tool definitions to agent invoke span (#13153) ### Motivation and Context The current GenAI Semantic Conventions have changed since the last time we modified the `agent_invoke` span. Previous PRs: #12940, #12928, #12834 ### Description The following changes were made: 1. `gen_ai.agent.invocation_input` -> `gen_ai.input.messages` 2. `gen_ai.agent.invocation_output` -> `gen_ai.output.messages` 3. Add `gen_ai.tool.definitions` .Net: image Python: image ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- dotnet/src/Agents/AzureAI/AzureAIAgent.cs | 4 +- dotnet/src/Agents/AzureAI/AzureAIChannel.cs | 4 +- dotnet/src/Agents/Bedrock/BedrockAgent.cs | 8 +-- dotnet/src/Agents/Core/ChatCompletionAgent.cs | 4 +- .../src/Agents/OpenAI/OpenAIAssistantAgent.cs | 4 +- .../Agents/OpenAI/OpenAIAssistantChannel.cs | 4 +- .../src/Diagnostics/ModelDiagnostics.cs | 55 ++++++++++++++++++- .../telemetry/agent_diagnostics/decorators.py | 13 +++++ .../agent_diagnostics/gen_ai_attributes.py | 5 +- 9 files changed, 83 insertions(+), 18 deletions(-) diff --git a/dotnet/src/Agents/AzureAI/AzureAIAgent.cs b/dotnet/src/Agents/AzureAI/AzureAIAgent.cs index 21b3f4e18536..bd9c9cdb412d 100644 --- a/dotnet/src/Agents/AzureAI/AzureAIAgent.cs +++ b/dotnet/src/Agents/AzureAI/AzureAIAgent.cs @@ -161,7 +161,7 @@ public async IAsyncEnumerable> InvokeAsync new AzureAIAgentInvokeOptions() { AdditionalInstructions = mergedAdditionalInstructions } : new AzureAIAgentInvokeOptions(options) { AdditionalInstructions = mergedAdditionalInstructions }; - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, messages); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, kernel, messages); List? chatMessageContents = activity is not null ? [] : null; await foreach (var result in InternalInvokeAsync().ConfigureAwait(false)) @@ -264,7 +264,7 @@ public async IAsyncEnumerable> In new AzureAIAgentInvokeOptions() { AdditionalInstructions = mergedAdditionalInstructions } : new AzureAIAgentInvokeOptions(options) { AdditionalInstructions = mergedAdditionalInstructions }; - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, messages); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, kernel, messages); List? streamedContents = activity is not null ? [] : null; // Invoke the Agent with the thread that we already added our message to, and with diff --git a/dotnet/src/Agents/AzureAI/AzureAIChannel.cs b/dotnet/src/Agents/AzureAI/AzureAIChannel.cs index e1ad020eb65d..092de7719831 100644 --- a/dotnet/src/Agents/AzureAI/AzureAIChannel.cs +++ b/dotnet/src/Agents/AzureAI/AzureAIChannel.cs @@ -45,7 +45,7 @@ protected override async Task ReceiveAsync(IEnumerable histo CancellationToken cancellationToken) { return ActivityExtensions.RunWithActivityAsync( - () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, []), + () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, agent.Kernel, []), () => AgentThreadActions.InvokeAsync(agent, client, threadId, invocationOptions: null, this.Logger, agent.Kernel, agent.Arguments, cancellationToken), cancellationToken); } @@ -54,7 +54,7 @@ protected override async Task ReceiveAsync(IEnumerable histo protected override IAsyncEnumerable InvokeStreamingAsync(AzureAIAgent agent, IList messages, CancellationToken cancellationToken = default) { return ActivityExtensions.RunWithActivityAsync( - () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, messages), + () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, agent.Kernel, messages), () => AgentThreadActions.InvokeStreamingAsync(agent, client, threadId, messages, invocationOptions: null, this.Logger, agent.Kernel, agent.Arguments, cancellationToken), cancellationToken); } diff --git a/dotnet/src/Agents/Bedrock/BedrockAgent.cs b/dotnet/src/Agents/Bedrock/BedrockAgent.cs index f06b3f70e318..9d2fc656d258 100644 --- a/dotnet/src/Agents/Bedrock/BedrockAgent.cs +++ b/dotnet/src/Agents/Bedrock/BedrockAgent.cs @@ -144,7 +144,7 @@ public override async IAsyncEnumerable> In }; }); - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, messages); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, this.Kernel, messages); // Invoke the agent var invokeResults = this.InvokeInternalAsync(invokeAgentRequest, options?.KernelArguments, cancellationToken); @@ -211,7 +211,7 @@ public async IAsyncEnumerable> InvokeAsync invokeAgentRequest.SessionId = bedrockThread.Id; invokeAgentRequest = this.ConfigureAgentRequest(options, () => invokeAgentRequest); - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, []); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, this.Kernel, []); List? chatMessageContents = activity is not null ? [] : null; // Invoke the agent @@ -297,7 +297,7 @@ public override async IAsyncEnumerable? streamedContents = activity is not null ? [] : null; // Invoke the agent @@ -365,7 +365,7 @@ public async IAsyncEnumerable> In invokeAgentRequest.SessionId = bedrockThread.Id; invokeAgentRequest = this.ConfigureAgentRequest(options, () => invokeAgentRequest); - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, []); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, this.Kernel, []); List? streamedContents = activity is not null ? [] : null; var invokeResults = this.InvokeStreamingInternalAsync(invokeAgentRequest, bedrockThread, options?.KernelArguments, cancellationToken); diff --git a/dotnet/src/Agents/Core/ChatCompletionAgent.cs b/dotnet/src/Agents/Core/ChatCompletionAgent.cs index 233fb62bedc2..012e7eabf7fc 100644 --- a/dotnet/src/Agents/Core/ChatCompletionAgent.cs +++ b/dotnet/src/Agents/Core/ChatCompletionAgent.cs @@ -349,7 +349,7 @@ private async IAsyncEnumerable InternalInvokeAsync( this.Logger.LogAgentChatServiceInvokingAgent(nameof(InvokeAsync), this.Id, agentName, serviceType); - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, agentName, this.Description, chat); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, agentName, this.Description, kernel, chat); IReadOnlyList messages = await chatCompletionService.GetChatMessageContentsAsync( @@ -402,7 +402,7 @@ private async IAsyncEnumerable InternalInvokeStream this.Logger.LogAgentChatServiceInvokingAgent(nameof(InvokeAsync), this.Id, agentName, serviceType); - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, agentName, this.Description, chat); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, agentName, this.Description, kernel, chat); IAsyncEnumerable messages = chatCompletionService.GetStreamingChatMessageContentsAsync( diff --git a/dotnet/src/Agents/OpenAI/OpenAIAssistantAgent.cs b/dotnet/src/Agents/OpenAI/OpenAIAssistantAgent.cs index 8034efcc9644..e0ab3dfe5d32 100644 --- a/dotnet/src/Agents/OpenAI/OpenAIAssistantAgent.cs +++ b/dotnet/src/Agents/OpenAI/OpenAIAssistantAgent.cs @@ -158,7 +158,7 @@ public async IAsyncEnumerable> InvokeAsync kernel.Plugins.AddFromAIContext(providersContext, "Tools"); #pragma warning restore SKEXP0110, SKEXP0130 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, messages); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, kernel, messages); List? chatMessageContents = activity is not null ? [] : null; // Notify the thread of new messages and return them to the caller. @@ -267,7 +267,7 @@ public async IAsyncEnumerable> In }); #pragma warning disable SKEXP0001 // ModelDiagnostics is marked experimental. - using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, messages); + using var activity = ModelDiagnostics.StartAgentInvocationActivity(this.Id, this.GetDisplayName(), this.Description, kernel, messages); List? streamedContents = activity is not null ? [] : null; ChatHistory newMessagesReceiver = []; diff --git a/dotnet/src/Agents/OpenAI/OpenAIAssistantChannel.cs b/dotnet/src/Agents/OpenAI/OpenAIAssistantChannel.cs index 30b61b3b82ed..3767986a25d9 100644 --- a/dotnet/src/Agents/OpenAI/OpenAIAssistantChannel.cs +++ b/dotnet/src/Agents/OpenAI/OpenAIAssistantChannel.cs @@ -50,7 +50,7 @@ protected override async Task ReceiveAsync(IEnumerable histo CancellationToken cancellationToken) { return ActivityExtensions.RunWithActivityAsync( - () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, []), + () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, agent.Kernel, []), () => AssistantThreadActions.InvokeAsync(agent, this._client, this._threadId, invocationOptions: null, providersAdditionalInstructions: null, this.Logger, agent.Kernel, agent.Arguments, cancellationToken), cancellationToken); } @@ -59,7 +59,7 @@ protected override async Task ReceiveAsync(IEnumerable histo protected override IAsyncEnumerable InvokeStreamingAsync(OpenAIAssistantAgent agent, IList messages, CancellationToken cancellationToken = default) { return ActivityExtensions.RunWithActivityAsync( - () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, messages), + () => ModelDiagnostics.StartAgentInvocationActivity(agent.Id, agent.GetDisplayName(), agent.Description, agent.Kernel, messages), () => AssistantThreadActions.InvokeStreamingAsync(agent, this._client, this._threadId, messages, invocationOptions: null, providersAdditionalInstructions: null, this.Logger, agent.Kernel, agent.Arguments, cancellationToken), cancellationToken); } diff --git a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs index 0ca0698f714e..b6cdd27ec16b 100644 --- a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs +++ b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs @@ -146,6 +146,7 @@ internal static class ModelDiagnostics string agentId, string agentName, string? agentDescription, + Kernel? kernel, ICollection messages) { if (!IsModelDiagnosticsEnabled()) @@ -169,6 +170,12 @@ internal static class ModelDiagnostics activity?.SetTag(ModelDiagnosticsTags.AgentDescription, agentDescription); } + if (kernel is not null && kernel.Plugins.Count > 0) + { + var toolDefinitions = kernel.Plugins.GetFunctionsMetadata().Select(m => ToGenAIconventionsFormat(m)); + activity?.SetTag(ModelDiagnosticsTags.AgentToolDefinitions, JsonSerializer.Serialize(toolDefinitions)); + } + if (IsSensitiveEventsEnabled()) { activity?.SetTag( @@ -391,6 +398,49 @@ private static void ToGenAIConventionsFormat(ChatMessageContentItemCollection ch sb.Append(']'); } + private static string ToGenAIconventionsFormat(KernelFunctionMetadata metadata) + { + var sb = new StringBuilder(); + + sb.Append("{\"type\": \"function\", \"name\": \""); + sb.Append(metadata.Name); + sb.Append("\", \"description\": \""); + sb.Append(metadata.Description); + sb.Append("\", \"parameters\": "); + ToGenAIconventionsFormat(metadata.Parameters, sb); + sb.Append('}'); + + return sb.ToString(); + } + + private static void ToGenAIconventionsFormat(IEnumerable parameters, StringBuilder? sb = null) + { + var properties = new Dictionary(); + var required = new List(); + + foreach (var param in parameters) + { + if (param.Schema is not null) + { + properties[param.Name] = param.Schema; + } + if (param.IsRequired) + { + required.Add(param.Name); + } + } + + var parametersJson = JsonSerializer.Serialize(new + { + type = "object", + properties, + required, + }); + + sb ??= new StringBuilder(); + sb.Append(parametersJson); + } + /// /// Convert a chat model response to a string aligned with the OTel GenAI Semantic Conventions format /// @@ -614,8 +664,9 @@ private static class ModelDiagnosticsTags public const string AgentId = "gen_ai.agent.id"; public const string AgentName = "gen_ai.agent.name"; public const string AgentDescription = "gen_ai.agent.description"; - public const string AgentInvocationInput = "gen_ai.agent.invocation_input"; - public const string AgentInvocationOutput = "gen_ai.agent.invocation_output"; + public const string AgentInvocationInput = "gen_ai.input.messages"; + public const string AgentInvocationOutput = "gen_ai.output.messages"; + public const string AgentToolDefinitions = "gen_ai.tool.definitions"; // Activity events public const string EventName = "gen_ai.event.content"; diff --git a/python/semantic_kernel/utils/telemetry/agent_diagnostics/decorators.py b/python/semantic_kernel/utils/telemetry/agent_diagnostics/decorators.py index 3c15a66cd2e3..302781b11a14 100644 --- a/python/semantic_kernel/utils/telemetry/agent_diagnostics/decorators.py +++ b/python/semantic_kernel/utils/telemetry/agent_diagnostics/decorators.py @@ -189,6 +189,19 @@ def _start_as_current_span(agent: Agent): if agent.description: attributes[gen_ai_attributes.AGENT_DESCRIPTION] = agent.description + if agent.kernel.plugins: + # This will only capture the tools that are available in the kernel at the time of agent creation. + # If the agent is invoked with another kernel instance, the tools in that kernel will not be captured. + from semantic_kernel.connectors.ai.function_calling_utils import ( + kernel_function_metadata_to_function_call_format, + ) + + tool_definitions = [ + kernel_function_metadata_to_function_call_format(metadata) + for metadata in agent.kernel.get_full_list_of_function_metadata() + ] + attributes[gen_ai_attributes.AGENT_TOOL_DEFINITIONS] = json.dumps(tool_definitions) + return tracer.start_as_current_span(f"{OPERATION_NAME} {agent.name}", attributes=attributes) diff --git a/python/semantic_kernel/utils/telemetry/agent_diagnostics/gen_ai_attributes.py b/python/semantic_kernel/utils/telemetry/agent_diagnostics/gen_ai_attributes.py index 184866084470..33b25082e882 100644 --- a/python/semantic_kernel/utils/telemetry/agent_diagnostics/gen_ai_attributes.py +++ b/python/semantic_kernel/utils/telemetry/agent_diagnostics/gen_ai_attributes.py @@ -10,6 +10,7 @@ AGENT_ID = "gen_ai.agent.id" AGENT_NAME = "gen_ai.agent.name" AGENT_DESCRIPTION = "gen_ai.agent.description" -AGENT_INVOCATION_INPUT = "gen_ai.agent.invocation_input" -AGENT_INVOCATION_OUTPUT = "gen_ai.agent.invocation_output" +AGENT_INVOCATION_INPUT = "gen_ai.input.messages" +AGENT_INVOCATION_OUTPUT = "gen_ai.output.messages" +AGENT_TOOL_DEFINITIONS = "gen_ai.tool.definitions" ERROR_TYPE = "error.type" From e73446e86e318f4c437aa7f49ece8c6ba3afba43 Mon Sep 17 00:00:00 2001 From: Taylor Rockey Date: Mon, 22 Sep 2025 18:01:51 -0700 Subject: [PATCH 03/35] Python: [Python] Updated Agents SDK version to latest for CopilotStudio connector (#13144) ### Motivation and Context ### Description - Updated pyproject.toml to use the released packages for the Agents SDK. - Updated imports in the `copilot_studio_agent` related files to use the new `microsoft_agents` namespace ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [] I didn't break anyone :smile: --- python/pyproject.toml | 4 ++ .../copilot_studio/README.md | 4 +- ..._copilot_studio_agent_thread_management.py | 2 +- .../copilot_studio/copilot_studio_agent.py | 4 +- .../copilot_studio_agent_settings.py | 2 +- .../test_copilot_studio_agent.py | 2 +- python/uv.lock | 48 ++++++++++++++++++- 7 files changed, 57 insertions(+), 9 deletions(-) diff --git a/python/pyproject.toml b/python/pyproject.toml index ea73dffb2d93..d1b22c85541a 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -79,6 +79,10 @@ azure = [ chroma = [ "chromadb >= 0.5,< 1.1" ] +copilotstudio = [ + "microsoft-agents-copilotstudio-client >= 0.3.1", + "microsoft-agents-activity >= 0.3.1" +] dapr = [ "dapr>=1.14.0", "dapr-ext-fastapi>=1.14.0", diff --git a/python/samples/getting_started_with_agents/copilot_studio/README.md b/python/samples/getting_started_with_agents/copilot_studio/README.md index 467a6ef90188..28f12a16bfb4 100644 --- a/python/samples/getting_started_with_agents/copilot_studio/README.md +++ b/python/samples/getting_started_with_agents/copilot_studio/README.md @@ -11,11 +11,9 @@ This agent allows you to interact with Microsoft Copilot Studio agents through p 1. Python 3.10+ 2. Install Semantic Kernel with Copilot Studio dependencies: - - **Until the Copilot Studio packages are on public PyPI**: ```bash pip install semantic-kernel - pip install --extra-index-url https://test.pypi.org/simple \ - microsoft-agents-core microsoft-agents-copilotstudio-client + pip install microsoft-agents-core microsoft-agents-copilotstudio-client ``` 3. An agent created in **Microsoft Copilot Studio** 4. Ability to create an application identity in Azure for a **Public Client/Native App Registration**, diff --git a/python/samples/getting_started_with_agents/copilot_studio/step2_copilot_studio_agent_thread_management.py b/python/samples/getting_started_with_agents/copilot_studio/step2_copilot_studio_agent_thread_management.py index ab2a0a49f83b..ab615c36851c 100644 --- a/python/samples/getting_started_with_agents/copilot_studio/step2_copilot_studio_agent_thread_management.py +++ b/python/samples/getting_started_with_agents/copilot_studio/step2_copilot_studio_agent_thread_management.py @@ -2,7 +2,7 @@ import asyncio -from microsoft.agents.copilotstudio.client import ( +from microsoft_agents.copilotstudio.client import ( CopilotClient, ) diff --git a/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent.py b/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent.py index e524ecf5dbba..fe4f98c9dc99 100644 --- a/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent.py +++ b/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent.py @@ -7,8 +7,8 @@ from pathlib import Path from typing import TYPE_CHECKING, Any, ClassVar, Literal -from microsoft.agents.copilotstudio.client import AgentType, CopilotClient, PowerPlatformCloud -from microsoft.agents.core.models import ActivityTypes +from microsoft_agents.activity import ActivityTypes +from microsoft_agents.copilotstudio.client import AgentType, CopilotClient, PowerPlatformCloud from msal import ConfidentialClientApplication, PublicClientApplication from msal_extensions import FilePersistence, PersistedTokenCache, build_encrypted_persistence from pydantic import ValidationError diff --git a/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent_settings.py b/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent_settings.py index ae2a49e524dc..797363345ac6 100644 --- a/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent_settings.py +++ b/python/semantic_kernel/agents/copilot_studio/copilot_studio_agent_settings.py @@ -3,7 +3,7 @@ from enum import Enum from typing import ClassVar -from microsoft.agents.copilotstudio.client import ( +from microsoft_agents.copilotstudio.client import ( AgentType, PowerPlatformCloud, ) diff --git a/python/tests/unit/agents/copilot_studio/test_copilot_studio_agent.py b/python/tests/unit/agents/copilot_studio/test_copilot_studio_agent.py index 081153b0a11d..fa0ce044ef70 100644 --- a/python/tests/unit/agents/copilot_studio/test_copilot_studio_agent.py +++ b/python/tests/unit/agents/copilot_studio/test_copilot_studio_agent.py @@ -10,7 +10,7 @@ from pydantic import SecretStr, ValidationError try: - import microsoft.agents.copilotstudio.client # type: ignore # noqa: F401 + import microsoft_agents.copilotstudio.client # type: ignore # noqa: F401 copilot_installed = True except ImportError: diff --git a/python/uv.lock b/python/uv.lock index ff578c9b1e99..e06bb5906896 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -2755,6 +2755,46 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" }, ] +[[package]] +name = "microsoft-agents-activity" +version = "0.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5a/6a/dfc2fc0316b7dc4f6d24792b4a31a873b026be76792af1e0c3e65f843ef0/microsoft_agents_activity-0.3.1.tar.gz", hash = "sha256:c7567fc30f8e6f2a2d74cd65a1f7f31ade0d7ec9dd94531677d0d7b0648c77ee", size = 44886, upload-time = "2025-09-09T23:19:43.044Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/25/8b/50ce2243e2900e94358f37009121145bb8224a388d95d704856aa2686667/microsoft_agents_activity-0.3.1-py3-none-any.whl", hash = "sha256:d7fc2e9cf2843ec8d6d42608b808b159a12cbb61e1fc7d7b1aaf29899f20746a", size = 111904, upload-time = "2025-09-09T23:19:50.722Z" }, +] + +[[package]] +name = "microsoft-agents-copilotstudio-client" +version = "0.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "microsoft-agents-hosting-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e9/a5/2381ffd14d6a584f9f7ab80c7b6c634f658ea651b38702eb403c930d8396/microsoft_agents_copilotstudio_client-0.3.1.tar.gz", hash = "sha256:c529209241c9d11b7a6e8696f96a3d43121c10b49e44f00e5066f9cf5256f4f3", size = 5024, upload-time = "2025-09-09T23:19:44.833Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/97/35/8b4e9c691f2ce89653007f358519bbadff1fe0d495c3723c9dbbfa962a33/microsoft_agents_copilotstudio_client-0.3.1-py3-none-any.whl", hash = "sha256:cac7485405325b990202452c9c14848cbdb25d13e6cdaf7bd3eca3a5c1fb3989", size = 7420, upload-time = "2025-09-09T23:19:52.287Z" }, +] + +[[package]] +name = "microsoft-agents-hosting-core" +version = "0.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "isodate", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "microsoft-agents-activity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pyjwt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/6a/14/a1365e0bab1486c2d16aabeb192ca90715794edf4e68be4815c245884420/microsoft_agents_hosting_core-0.3.1.tar.gz", hash = "sha256:0b76bda10e7a54ff3c86e56cbabaad5ac7a4c2a076c9833af3b2f4c86fa85e89", size = 81137, upload-time = "2025-09-09T23:19:46.73Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f0/1b/543ddaa2daf8593911a02a07a6a78366d4a6a0053ec86a557c19fa97b60e/microsoft_agents_hosting_core-0.3.1-py3-none-any.whl", hash = "sha256:a4b41556b15321b74f539c5a0a89f70955459b7ec57e9e4b24e61bba27f1cbbc", size = 94573, upload-time = "2025-09-09T23:19:53.855Z" }, +] + [[package]] name = "milvus" version = "2.3.5" @@ -5879,6 +5919,10 @@ azure = [ chroma = [ { name = "chromadb", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] +copilotstudio = [ + { name = "microsoft-agents-activity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "microsoft-agents-copilotstudio-client", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, +] dapr = [ { name = "dapr", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "dapr-ext-fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -5994,6 +6038,8 @@ requires-dist = [ { name = "ipykernel", marker = "extra == 'notebooks'", specifier = "~=6.29" }, { name = "jinja2", specifier = "~=3.1" }, { name = "mcp", marker = "extra == 'mcp'", specifier = ">=1.8" }, + { name = "microsoft-agents-activity", marker = "extra == 'copilotstudio'", specifier = ">=0.3.1" }, + { name = "microsoft-agents-copilotstudio-client", marker = "extra == 'copilotstudio'", specifier = ">=0.3.1" }, { name = "milvus", marker = "sys_platform != 'win32' and extra == 'milvus'", specifier = ">=2.3,<2.3.8" }, { name = "mistralai", marker = "extra == 'mistralai'", specifier = ">=1.2,<2.0" }, { name = "motor", marker = "extra == 'mongo'", specifier = ">=3.3.2,<3.8.0" }, @@ -6032,7 +6078,7 @@ requires-dist = [ { name = "websockets", specifier = ">=13,<16" }, { name = "websockets", marker = "extra == 'realtime'", specifier = ">=13,<16" }, ] -provides-extras = ["anthropic", "autogen", "aws", "azure", "chroma", "dapr", "faiss", "google", "hugging-face", "mcp", "milvus", "mistralai", "mongo", "notebooks", "ollama", "onnx", "pandas", "pinecone", "postgres", "qdrant", "realtime", "redis", "sql", "usearch", "weaviate"] +provides-extras = ["anthropic", "autogen", "aws", "azure", "chroma", "copilotstudio", "dapr", "faiss", "google", "hugging-face", "mcp", "milvus", "mistralai", "mongo", "notebooks", "ollama", "onnx", "pandas", "pinecone", "postgres", "qdrant", "realtime", "redis", "sql", "usearch", "weaviate"] [package.metadata.requires-dev] dev = [ From dd897c9a16e17c6957b4d0faa06fa4299ef1d44e Mon Sep 17 00:00:00 2001 From: Eduard van Valkenburg Date: Wed, 24 Sep 2025 18:19:33 +0200 Subject: [PATCH 04/35] remove the label needs port action (#13176) ### Motivation and Context ### Description ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- .github/workflows/label-needs-port.yml | 59 -------------------------- 1 file changed, 59 deletions(-) delete mode 100644 .github/workflows/label-needs-port.yml diff --git a/.github/workflows/label-needs-port.yml b/.github/workflows/label-needs-port.yml deleted file mode 100644 index af3afad2a000..000000000000 --- a/.github/workflows/label-needs-port.yml +++ /dev/null @@ -1,59 +0,0 @@ -name: Create Issue when Needs Port label is added -on: - issues: - types: [labeled] - pull_request_target: - types: [labeled] - -jobs: - create_issue: - if: contains(github.event.pull_request.labels.*.name, 'needs_port_to_dotnet') || contains(github.event.pull_request.labels.*.name, 'needs_port_to_python') || contains(github.event.issue.labels.*.name, 'needs_port_to_dotnet') || contains(github.event.issue.labels.*.name, 'needs_port_to_python') - name: "Create Issue" - continue-on-error: true - runs-on: ubuntu-latest - permissions: - issues: write - pull-requests: read - env: - GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} - GH_REPO: ${{ github.repository }} - - steps: - - name: Create dotnet issue - if: contains(github.event.pull_request.labels.*.name, 'needs_port_to_dotnet') || contains(github.event.issue.labels.*.name, 'needs_port_to_dotnet') - env: - ORIGINAL_URL: ${{ github.event.issue.html_url || github.event.pull_request.html_url }} - ORIGINAL_BODY: ${{ github.event.issue.body || github.event.pull_request.body }} - ORIGINAL_TITLE: ${{ github.event.issue.title || github.event.pull_request.title }} - ORIGINAL_NUMBER: ${{ github.event.issue.number || github.event.pull_request.number }} - run: | - { - echo "# Original issue" - echo "$ORIGINAL_URL" - echo "## Description" - echo "$ORIGINAL_BODY" - echo "\n Relates to #$ORIGINAL_NUMBER" - } > issue_body.md - new_issue_url=$(gh issue create \ - --title "Port python feature: ${{ github.event.issue.title || github.event.pull_request.title }}" \ - --label ".NET" \ - --body-file issue_body.md) - - name: Create python issue - if: contains(github.event.pull_request.labels.*.name, 'needs_port_to_python') || contains(github.event.issue.labels.*.name, 'needs_port_to_python') - env: - ORIGINAL_URL: ${{ github.event.issue.html_url || github.event.pull_request.html_url }} - ORIGINAL_BODY: ${{ github.event.issue.body || github.event.pull_request.body }} - ORIGINAL_TITLE: ${{ github.event.issue.title || github.event.pull_request.title }} - ORIGINAL_NUMBER: ${{ github.event.issue.number || github.event.pull_request.number }} - run: | - { - echo "# Original issue" - echo "$ORIGINAL_URL" - echo "## Description" - echo "$ORIGINAL_BODY" - echo "\n Relates to #$ORIGINAL_NUMBER" - } > issue_body.md - new_issue_url=$(gh issue create \ - --title "Port dotnet feature: ${{ github.event.issue.title || github.event.pull_request.title }}" \ - --label "python" \ - --body-file issue_body.md) From 51f4fe51cf060a588591508e02a030a29de31447 Mon Sep 17 00:00:00 2001 From: Stephen Toub Date: Thu, 25 Sep 2025 09:14:12 -0400 Subject: [PATCH 05/35] .Net: Add instructions checks to ToChatOptions (#13169) This mechanism should really be done in a polymorphic way so as to enable the derived PromptExecutionSettings to control how the ChatOptions is configured. But for now, this can be extended to recognize known names of instructions. Fixes https://github.com/microsoft/semantic-kernel/issues/13150 --------- Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com> Co-authored-by: SergeyMenshykh --- .../OpenAIPromptExecutionSettingsTests.cs | 32 +++++++++++++++++++ .../AI/PromptExecutionSettingsExtensions.cs | 8 +++++ 2 files changed, 40 insertions(+) diff --git a/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Settings/OpenAIPromptExecutionSettingsTests.cs b/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Settings/OpenAIPromptExecutionSettingsTests.cs index 96325d3b7ac7..d3dd40ce8f43 100644 --- a/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Settings/OpenAIPromptExecutionSettingsTests.cs +++ b/dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Settings/OpenAIPromptExecutionSettingsTests.cs @@ -3,6 +3,7 @@ using System; using System.Collections.Generic; using System.Text.Json; +using Microsoft.Extensions.AI; using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.ChatCompletion; using Microsoft.SemanticKernel.Connectors.OpenAI; @@ -88,6 +89,37 @@ public void ItUsesExistingOpenAIExecutionSettings() Assert.Equal(actualSettings.Modalities, executionSettings.Modalities); } + [Fact] + public void ItPropagatesValuesToChatOptions() + { + // Arrange + OpenAIPromptExecutionSettings actualSettings = new() + { + ChatSystemPrompt = "chat system prompt", + FrequencyPenalty = 0.7, + MaxTokens = 128, + PresencePenalty = 0.7, + Seed = 123456, + StopSequences = ["foo", "bar"], + Temperature = 0.7, + TopP = 0.7, + }; + + // Act + ChatOptions? actualOptions = actualSettings.ToChatOptions(null); + + // Assert + Assert.NotNull(actualOptions); + Assert.Equal((float)actualSettings.Temperature, (float)actualOptions.Temperature!, 3); + Assert.Equal((float)actualSettings.TopP, (float)actualOptions.TopP!, 3); + Assert.Equal((float)actualSettings.FrequencyPenalty, (float)actualOptions.FrequencyPenalty!, 3); + Assert.Equal((float)actualSettings.PresencePenalty, (float)actualOptions.PresencePenalty!); + Assert.Equal(actualSettings.StopSequences, actualOptions.StopSequences); + Assert.Equal(actualSettings.ChatSystemPrompt, actualOptions.Instructions); + Assert.Equal(actualSettings.MaxTokens, actualOptions.MaxOutputTokens); + Assert.Equal(actualSettings.Seed, actualOptions.Seed); + } + [Fact] public void ItCanUseOpenAIExecutionSettings() { diff --git a/dotnet/src/SemanticKernel.Abstractions/AI/PromptExecutionSettingsExtensions.cs b/dotnet/src/SemanticKernel.Abstractions/AI/PromptExecutionSettingsExtensions.cs index 4639f7f16e8b..55213682d173 100644 --- a/dotnet/src/SemanticKernel.Abstractions/AI/PromptExecutionSettingsExtensions.cs +++ b/dotnet/src/SemanticKernel.Abstractions/AI/PromptExecutionSettingsExtensions.cs @@ -15,6 +15,7 @@ namespace Microsoft.SemanticKernel; public static class PromptExecutionSettingsExtensions { /// Converts a pair of and to a . + [return: NotNullIfNotNull(nameof(settings))] public static ChatOptions? ToChatOptions(this PromptExecutionSettings? settings, Kernel? kernel) { if (settings is null) @@ -88,6 +89,13 @@ public static class PromptExecutionSettingsExtensions { options.StopSequences = stopSequences; } + else if ((entry.Key.Equals("chat_system_prompt", StringComparison.OrdinalIgnoreCase) || + entry.Key.Equals("chat_developer_prompt", StringComparison.OrdinalIgnoreCase) || + entry.Key.Equals("systemInstruction", StringComparison.OrdinalIgnoreCase)) && + TryConvert(entry.Value, out string? systemInstructions)) + { + options.Instructions = systemInstructions; + } else if (entry.Key.Equals("response_format", StringComparison.OrdinalIgnoreCase) && entry.Value is { } responseFormat) { From 167308f53c3ea15aed5ed1140210eed56474c968 Mon Sep 17 00:00:00 2001 From: Tao Chen Date: Mon, 29 Sep 2025 15:30:13 -0700 Subject: [PATCH 06/35] .Net: Fix Json serialization mistake in GenAI telemetry (#13195) ### Motivation and Context Some GenAI contents are not serialized correctly. image ### Description Fix serialization. After the fix: image ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: --- .../src/Diagnostics/ModelDiagnostics.cs | 155 ++++++------------ 1 file changed, 54 insertions(+), 101 deletions(-) diff --git a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs index b6cdd27ec16b..21504eda40c2 100644 --- a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs +++ b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs @@ -126,7 +126,7 @@ internal static class ModelDiagnostics { foreach (var message in chatHistory) { - var formattedContent = ToGenAIConventionsFormat(message); + var formattedContent = JsonSerializer.Serialize(ToGenAIConventionsFormat(message)); activity?.AttachSensitiveDataAsEvent( ModelDiagnosticsTags.RoleToEventMap[message.Role], [ @@ -172,8 +172,9 @@ internal static class ModelDiagnostics if (kernel is not null && kernel.Plugins.Count > 0) { - var toolDefinitions = kernel.Plugins.GetFunctionsMetadata().Select(m => ToGenAIconventionsFormat(m)); - activity?.SetTag(ModelDiagnosticsTags.AgentToolDefinitions, JsonSerializer.Serialize(toolDefinitions)); + activity?.SetTag( + ModelDiagnosticsTags.AgentToolDefinitions, + JsonSerializer.Serialize(kernel.Plugins.GetFunctionsMetadata().Select(m => ToGenAIConventionsFormat(m)))); } if (IsSensitiveEventsEnabled()) @@ -342,83 +343,45 @@ void TryAddTag(string key, string tag) } /// - /// Convert a chat message to a string aligned with the OTel GenAI Semantic Conventions format + /// Convert a chat message to a JSON object based on the OTel GenAI Semantic Conventions format /// - private static string ToGenAIConventionsFormat(ChatMessageContent chatMessage, StringBuilder? sb = null) + private static object ToGenAIConventionsFormat(ChatMessageContent chatMessage) { - sb ??= new StringBuilder(); - - sb.Append("{\"role\": \""); - sb.Append(chatMessage.Role); - sb.Append("\", \"content\": "); - sb.Append(JsonSerializer.Serialize(chatMessage.Content)); - if (chatMessage.Items.OfType().Any()) - { - sb.Append(", \"tool_calls\": "); - ToGenAIConventionsFormat(chatMessage.Items, sb); - } - if (!string.IsNullOrEmpty(chatMessage.AuthorName)) + return new { - sb.Append(", \"name\": "); - sb.Append(chatMessage.AuthorName); - } - sb.Append('}'); - - return sb.ToString(); + role = chatMessage.Role.ToString(), + name = chatMessage.AuthorName, + content = chatMessage.Content, + tool_calls = ToGenAIConventionsFormat(chatMessage.Items), + }; } /// - /// Helper method to convert tool calls to a string aligned with the OTel GenAI Semantic Conventions format + /// Helper method to convert tool calls to a list of JSON object based on the OTel GenAI Semantic Conventions format /// - private static void ToGenAIConventionsFormat(ChatMessageContentItemCollection chatMessageContentItems, StringBuilder? sb = null) + private static List ToGenAIConventionsFormat(ChatMessageContentItemCollection chatMessageContentItems) { - sb ??= new StringBuilder(); - - sb.Append('['); - var isFirst = true; - foreach (var functionCall in chatMessageContentItems.OfType()) + return chatMessageContentItems.OfType().Select(functionCall => (object)new { - if (!isFirst) + id = functionCall.Id, + function = new { - // Append a comma and a newline to separate the elements after the previous one. - // This can avoid adding an unnecessary comma after the last element. - sb.Append(", \n"); - } - - sb.Append("{\"id\": \""); - sb.Append(functionCall.Id); - sb.Append("\", \"function\": {\"arguments\": "); - sb.Append(JsonSerializer.Serialize(functionCall.Arguments)); - sb.Append(", \"name\": \""); - sb.Append(functionCall.FunctionName); - sb.Append("\"}, \"type\": \"function\"}"); - - isFirst = false; - } - sb.Append(']'); - } - - private static string ToGenAIconventionsFormat(KernelFunctionMetadata metadata) - { - var sb = new StringBuilder(); - - sb.Append("{\"type\": \"function\", \"name\": \""); - sb.Append(metadata.Name); - sb.Append("\", \"description\": \""); - sb.Append(metadata.Description); - sb.Append("\", \"parameters\": "); - ToGenAIconventionsFormat(metadata.Parameters, sb); - sb.Append('}'); - - return sb.ToString(); + name = functionCall.FunctionName, + arguments = functionCall.Arguments + }, + type = "function" + }).ToList(); } - private static void ToGenAIconventionsFormat(IEnumerable parameters, StringBuilder? sb = null) + /// + /// Convert a function metadata to a JSON object based on the OTel GenAI Semantic Conventions format + /// + private static object ToGenAIConventionsFormat(KernelFunctionMetadata metadata) { var properties = new Dictionary(); var required = new List(); - foreach (var param in parameters) + foreach (var param in metadata.Parameters) { if (param.Schema is not null) { @@ -430,59 +393,49 @@ private static void ToGenAIconventionsFormat(IEnumerable - /// Convert a chat model response to a string aligned with the OTel GenAI Semantic Conventions format + /// Convert a chat model response to a JSON string based on the OTel GenAI Semantic Conventions format /// private static string ToGenAIConventionsChoiceFormat(ChatMessageContent chatMessage, int index) { - var sb = new StringBuilder(); - - sb.Append("{\"index\": "); - sb.Append(index); - sb.Append(", \"message\": "); - ToGenAIConventionsFormat(chatMessage, sb); - sb.Append(", \"tool_calls\": "); - ToGenAIConventionsFormat(chatMessage.Items, sb); - if (chatMessage.Metadata?.TryGetValue("FinishReason", out var finishReason) == true) - { - sb.Append(", \"finish_reason\": "); - sb.Append(JsonSerializer.Serialize(finishReason)); - } - sb.Append('}'); + var jsonObject = new + { + index, + message = ToGenAIConventionsFormat(chatMessage), + tool_calls = ToGenAIConventionsFormat(chatMessage.Items), + finish_reason = chatMessage.Metadata?.TryGetValue("FinishReason", out var finishReason) == true ? finishReason : null + }; - return sb.ToString(); + return JsonSerializer.Serialize(jsonObject); } /// - /// Convert a text model response to a string aligned with the OTel GenAI Semantic Conventions format + /// Convert a text model response to a JSON string based on the OTel GenAI Semantic Conventions format /// private static string ToGenAIConventionsChoiceFormat(TextContent textContent, int index) { - var sb = new StringBuilder(); - - sb.Append("{\"index\": "); - sb.Append(index); - sb.Append(", \"message\": "); - sb.Append(JsonSerializer.Serialize(textContent.Text)); - if (textContent.Metadata?.TryGetValue("FinishReason", out var finishReason) == true) + var jsonObject = new { - sb.Append(", \"finish_reason\": "); - sb.Append(JsonSerializer.Serialize(finishReason)); - } - sb.Append('}'); + index, + message = textContent.Text, + finish_reason = textContent.Metadata?.TryGetValue("FinishReason", out var finishReason) == true ? finishReason : null + }; - return sb.ToString(); + return JsonSerializer.Serialize(jsonObject); } /// From d93eb5b08d6f8d0b6ed7b72964087c9cad8459ad Mon Sep 17 00:00:00 2001 From: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com> Date: Fri, 3 Oct 2025 14:04:53 +0100 Subject: [PATCH 07/35] .Net: Update A2A library to 0.3.1-preview (#13214) --- dotnet/Directory.Packages.props | 13 +++---- .../A2AClientServer/A2AServer/A2AServer.http | 9 +++-- .../A2AClientServer/A2AServer/Program.cs | 1 + dotnet/src/Agents/A2A/A2AAgent.cs | 4 +- .../src/Agents/UnitTests/A2A/A2AAgentTests.cs | 38 ++++++++++++++++++- .../Agents/UnitTests/A2A/A2AHostAgentTests.cs | 6 +-- .../src/Diagnostics/ModelDiagnostics.cs | 1 - 7 files changed, 54 insertions(+), 18 deletions(-) diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 6d67654fe663..672b15d3ddf0 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -54,10 +54,8 @@ - - + + @@ -106,8 +104,8 @@ - - + + @@ -119,8 +117,7 @@ - + diff --git a/dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.http b/dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.http index 7e543ae005ba..9e50c67fec29 100644 --- a/dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.http +++ b/dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.http @@ -4,7 +4,7 @@ @hostLogistics = http://localhost:5002 ### Query agent card for the invoice agent -GET {{hostInvoice}}/.well-known/agent.json +GET {{hostInvoice}}/.well-known/agent-card.json ### Send a message to the invoice agent POST {{hostInvoice}} @@ -17,6 +17,7 @@ Content-Type: application/json "params": { "id": "12345", "message": { + "kind": "message", "role": "user", "messageId": "msg_1", "parts": [ @@ -30,7 +31,7 @@ Content-Type: application/json } ### Query agent card for the policy agent -GET {{hostPolicy}}/.well-known/agent.json +GET {{hostPolicy}}/.well-known/agent-card.json ### Send a message to the policy agent POST {{hostPolicy}} @@ -43,6 +44,7 @@ Content-Type: application/json "params": { "id": "12345", "message": { + "kind": "message", "role": "user", "messageId": "msg_1", "parts": [ @@ -56,7 +58,7 @@ Content-Type: application/json } ### Query agent card for the logistics agent -GET {{hostLogistics}}/.well-known/agent.json +GET {{hostLogistics}}/.well-known/agent-card.json ### Send a message to the logistics agent POST {{hostLogistics}} @@ -69,6 +71,7 @@ Content-Type: application/json "params": { "id": "12345", "message": { + "kind": "message", "role": "user", "messageId": "msg_1", "parts": [ diff --git a/dotnet/samples/Demos/A2AClientServer/A2AServer/Program.cs b/dotnet/samples/Demos/A2AClientServer/A2AServer/Program.cs index 0d807b4787d4..2d1f1de3320f 100644 --- a/dotnet/samples/Demos/A2AClientServer/A2AServer/Program.cs +++ b/dotnet/samples/Demos/A2AClientServer/A2AServer/Program.cs @@ -97,5 +97,6 @@ You specialize in handling queries related to logistics. } app.MapA2A(hostAgent!.TaskManager!, "/"); +app.MapWellKnownAgentCard(hostAgent!.TaskManager!, "/"); await app.RunAsync(); diff --git a/dotnet/src/Agents/A2A/A2AAgent.cs b/dotnet/src/Agents/A2A/A2AAgent.cs index ac129c29a1ca..486cbb2e0bfc 100644 --- a/dotnet/src/Agents/A2A/A2AAgent.cs +++ b/dotnet/src/Agents/A2A/A2AAgent.cs @@ -167,7 +167,7 @@ private async IAsyncEnumerable> InvokeAgen var messageSendParams = new MessageSendParams { - Message = new Message + Message = new AgentMessage { MessageId = Guid.NewGuid().ToString(), Role = MessageRole.User, @@ -193,7 +193,7 @@ private async IAsyncEnumerable> InvokeAgen Console.WriteLine(); } } - else if (response is Message messageResponse) + else if (response is AgentMessage messageResponse) { foreach (var part in messageResponse.Parts) { diff --git a/dotnet/src/Agents/UnitTests/A2A/A2AAgentTests.cs b/dotnet/src/Agents/UnitTests/A2A/A2AAgentTests.cs index d6897bbfd8ee..e018e79f4c03 100644 --- a/dotnet/src/Agents/UnitTests/A2A/A2AAgentTests.cs +++ b/dotnet/src/Agents/UnitTests/A2A/A2AAgentTests.cs @@ -83,7 +83,43 @@ public async Task VerifyInvokeStreamingAsync() #region private private const string InvokeResponse = """ - {"jsonrpc":"2.0","id":"ce7a5ef6-1078-4b6e-ad35-a8bfa6743c5d","result":{"kind":"task","id":"8d328159-ca63-4ce8-b416-4bcf69f9e119","contextId":"496a4a95-392b-4c04-a517-9a043b3f7565","status":{"state":"completed","timestamp":"2025-06-20T09:42:49.4013958Z"},"artifacts":[{"artifactId":"","parts":[{"kind":"text","text":"Here are the latest invoices for Contoso:\n\n1. Invoice ID: INV789, Date: 2025-06-18\n Products: T-Shirts (150 units at $10.00), Hats (200 units at $15.00), Glasses (300 units at $5.00)\n\n2. Invoice ID: INV666, Date: 2025-06-15\n Products: T-Shirts (2500 units at $8.00), Hats (1200 units at $10.00), Glasses (1000 units at $6.00)\n\n3. Invoice ID: INV999, Date: 2025-05-17\n Products: T-Shirts (1400 units at $10.50), Hats (1100 units at $9.00), Glasses (950 units at $12.00)\n\n4. Invoice ID: INV333, Date: 2025-05-13\n Products: T-Shirts (400 units at $11.00), Hats (600 units at $15.00), Glasses (700 units at $5.00)\n\nIf you need more details on any specific invoice, please let me know!"}]}],"history":[{"role":"user","parts":[{"kind":"text","text":"List the latest invoices for Contoso?"}],"messageId":"80a26c0f-2262-4d0f-8e7d-51ac4046173b"}]}} + { + "jsonrpc": "2.0", + "id": "ce7a5ef6-1078-4b6e-ad35-a8bfa6743c5d", + "result": { + "kind": "task", + "id": "8d328159-ca63-4ce8-b416-4bcf69f9e119", + "contextId": "496a4a95-392b-4c04-a517-9a043b3f7565", + "status": { + "state": "completed", + "timestamp": "2025-06-20T09:42:49.4013958Z" + }, + "artifacts": [ + { + "artifactId": "", + "parts": [ + { + "kind": "text", + "text": "Here are the latest invoices for Contoso:\n\n1. Invoice ID: INV789, Date: 2025-06-18\n Products: T-Shirts (150 units at $10.00), Hats (200 units at $15.00), Glasses (300 units at $5.00)\n\n2. Invoice ID: INV666, Date: 2025-06-15\n Products: T-Shirts (2500 units at $8.00), Hats (1200 units at $10.00), Glasses (1000 units at $6.00)\n\n3. Invoice ID: INV999, Date: 2025-05-17\n Products: T-Shirts (1400 units at $10.50), Hats (1100 units at $9.00), Glasses (950 units at $12.00)\n\n4. Invoice ID: INV333, Date: 2025-05-13\n Products: T-Shirts (400 units at $11.00), Hats (600 units at $15.00), Glasses (700 units at $5.00)\n\nIf you need more details on any specific invoice, please let me know!" + } + ] + } + ], + "history": [ + { + "kind": "message", + "role": "user", + "parts": [ + { + "kind": "text", + "text": "List the latest invoices for Contoso?" + } + ], + "messageId": "80a26c0f-2262-4d0f-8e7d-51ac4046173b" + } + ] + } + } """; #endregion } diff --git a/dotnet/src/Agents/UnitTests/A2A/A2AHostAgentTests.cs b/dotnet/src/Agents/UnitTests/A2A/A2AHostAgentTests.cs index 8851ea052805..c8465f92661f 100644 --- a/dotnet/src/Agents/UnitTests/A2A/A2AHostAgentTests.cs +++ b/dotnet/src/Agents/UnitTests/A2A/A2AHostAgentTests.cs @@ -54,13 +54,13 @@ public async Task VerifyExecuteAgentTaskAsync() } #region private - private List CreateUserMessages(string[] userMessages) + private List CreateUserMessages(string[] userMessages) { - var messages = new List(); + var messages = new List(); foreach (var userMessage in userMessages) { - messages.Add(new Message() + messages.Add(new AgentMessage() { Role = MessageRole.User, Parts = [new TextPart() { Text = userMessage }], diff --git a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs index 21504eda40c2..b3045c3e9f5d 100644 --- a/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs +++ b/dotnet/src/InternalUtilities/src/Diagnostics/ModelDiagnostics.cs @@ -4,7 +4,6 @@ using System.Collections.Generic; using System.Diagnostics; using System.Linq; -using System.Text; using System.Text.Json; using Microsoft.SemanticKernel.ChatCompletion; From 814e23672d7c39730eb5d53a66898bf4c1997633 Mon Sep 17 00:00:00 2001 From: Chris <66376200+crickman@users.noreply.github.com> Date: Fri, 3 Oct 2025 10:49:17 -0700 Subject: [PATCH 08/35] .Net - Fix to remove extraneous console output for declarative agents (#13216) ### Motivation and Context Extra and affects downstream tests. ### Description Looks left-over. ### Contribution Checklist - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone :smile: --- .../Agents/Yaml/Extensions/YamlAgentDefinitionExtensions.cs | 5 ----- 1 file changed, 5 deletions(-) diff --git a/dotnet/src/Agents/Yaml/Extensions/YamlAgentDefinitionExtensions.cs b/dotnet/src/Agents/Yaml/Extensions/YamlAgentDefinitionExtensions.cs index 2bd29ce39598..41ebd5bd8802 100644 --- a/dotnet/src/Agents/Yaml/Extensions/YamlAgentDefinitionExtensions.cs +++ b/dotnet/src/Agents/Yaml/Extensions/YamlAgentDefinitionExtensions.cs @@ -67,11 +67,6 @@ private static void NormalizeObject(object? obj, IConfiguration configuration) continue; } - if (property.Name.Equals("Options", StringComparison.OrdinalIgnoreCase)) - { - Console.WriteLine(""); - } - var value = property.GetValue(obj); if (value is null) { From 90d158cbf8bd4598159a6fe64df745e56d9cbdf4 Mon Sep 17 00:00:00 2001 From: Andrea Sciutto Date: Sat, 4 Oct 2025 07:22:04 +1300 Subject: [PATCH 09/35] .Net: fix: fix issues with fileId (#13197) ### Motivation and Context ### Description ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: fixes #13193 --- dotnet/src/Agents/OpenAI/Internal/AssistantThreadActions.cs | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dotnet/src/Agents/OpenAI/Internal/AssistantThreadActions.cs b/dotnet/src/Agents/OpenAI/Internal/AssistantThreadActions.cs index 5da2dfcf2fcb..e8dfb5403eb3 100644 --- a/dotnet/src/Agents/OpenAI/Internal/AssistantThreadActions.cs +++ b/dotnet/src/Agents/OpenAI/Internal/AssistantThreadActions.cs @@ -624,7 +624,7 @@ private static ChatMessageContent GenerateMessageContent(string? assistantName, } } // Process image content - else if (itemContent.ImageFileId != null) + else if (!string.IsNullOrEmpty(itemContent.ImageFileId)) { content.Items.Add(new FileReferenceContent(itemContent.ImageFileId)); } @@ -649,7 +649,7 @@ private static StreamingChatMessageContent GenerateStreamingMessageContent(strin content.Items.Add(new StreamingTextContent(update.Text)); } // Process image content - else if (update.ImageFileId != null) + else if (!string.IsNullOrEmpty(update.ImageFileId)) { content.Items.Add(new StreamingFileReferenceContent(update.ImageFileId)); } @@ -695,7 +695,7 @@ private static StreamingChatMessageContent GenerateStreamingMessageContent(strin { foreach (var output in update.CodeInterpreterOutputs!) { - if (output.ImageFileId != null) + if (!string.IsNullOrEmpty(output.ImageFileId)) { content.Items.Add(new StreamingFileReferenceContent(output.ImageFileId)); } From 33d40e09bb74449e8bf86121eacf53493d8ec531 Mon Sep 17 00:00:00 2001 From: Stephen Toub Date: Tue, 7 Oct 2025 17:36:40 -0400 Subject: [PATCH 10/35] Update to latest {Azure.AI.}OpenAI libs (#13228) --- dotnet/Directory.Packages.props | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 672b15d3ddf0..66d91c5aa349 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -22,7 +22,7 @@ - + @@ -83,7 +83,7 @@ - + @@ -110,10 +110,10 @@ - - - - + + + + From bab861dbeb6e020eecee6a2ccfd3d65d0d140eb7 Mon Sep 17 00:00:00 2001 From: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com> Date: Wed, 8 Oct 2025 12:55:27 +0100 Subject: [PATCH 11/35] Version 1.66.0 (#13231) ### Motivation and Context ### Description ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- dotnet/nuget/nuget-package.props | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dotnet/nuget/nuget-package.props b/dotnet/nuget/nuget-package.props index 1aa9bfa73dc5..274124a1e50c 100644 --- a/dotnet/nuget/nuget-package.props +++ b/dotnet/nuget/nuget-package.props @@ -1,7 +1,7 @@ - 1.65.0 + 1.66.0 $(VersionPrefix)-$(VersionSuffix) $(VersionPrefix) @@ -9,7 +9,7 @@ true - 1.64.0 + 1.65.0 $(NoWarn);CP0003 From a105e14284334f006cd9cdb496a624cbde471a94 Mon Sep 17 00:00:00 2001 From: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com> Date: Wed, 8 Oct 2025 13:53:21 +0100 Subject: [PATCH 12/35] Bump version numbers of the .Net dependencies (#13230) ### Motivation and Context ### Description ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- dotnet/Directory.Packages.props | 68 ++++++++++++++++----------------- 1 file changed, 34 insertions(+), 34 deletions(-) diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 66d91c5aa349..a3b283b557eb 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -6,25 +6,25 @@ - - - - + + + + - - - - - - - - + + + + + + + + - + @@ -33,18 +33,18 @@ - + - + - + - + @@ -60,26 +60,26 @@ - + - - - + + + - + - + - + - + @@ -90,12 +90,12 @@ - + - + @@ -145,7 +145,7 @@ - + @@ -155,7 +155,7 @@ - + @@ -163,9 +163,9 @@ - + - + @@ -177,7 +177,7 @@ - + @@ -192,12 +192,12 @@ all runtime; build; native; contentfiles; analyzers; buildtransitive - + all runtime; build; native; contentfiles; analyzers; buildtransitive - + all runtime; build; native; contentfiles; analyzers; buildtransitive From 5948dbc32326ddd2471c13627e62a5c8f1b30ec2 Mon Sep 17 00:00:00 2001 From: Copilot <198982749+Copilot@users.noreply.github.com> Date: Wed, 8 Oct 2025 18:08:07 +0100 Subject: [PATCH 13/35] .Net: Fix OllamaPromptExecutionSettings Clone() method to preserve Ollama-specific settings (#13218) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - [x] Analyze the repository structure and understand the issue - [x] Review OpenAIPromptExecutionSettings implementation as reference - [x] Build and test the current Ollama connector - [x] Add Clone() method to OllamaPromptExecutionSettings - [x] Add Freeze() method to OllamaPromptExecutionSettings - [x] Change Stop property type from List to IList for consistency with OpenAI - [x] Add comprehensive tests for Clone() method - [x] Add test for Freeze() method - [x] Add ServiceId property to Clone() method (code review feedback) - [x] Add test to verify ServiceId is cloned correctly - [x] Build and test to verify all changes work correctly
Original prompt > > ---- > > *This section details on the original issue you should resolve* > > .Net: Bug: OllamaPromptExecutionSettings Clone() method does not clone Ollama specific settings > **Describe the bug** > Calling `Clone()` on `OllamaPromptExecutionSettings` instance returns `PromptExecutionSettings` with Temperature, TopK, TopP and MaxTokens settings lost > > **To Reproduce** > ```c# > var testSettings = new OllamaPromptExecutionSettings { Temperature = (float)temperature, TopP = (float)topP }; > > // Throws `InvalidCastExeception` always as testSettings is of `PromptExecutionSettings` type. > // Additionally, testSettings do not contain temperature or topP parameter values (nothing in ExtensionData either) > var result = (OllamaPromptExecutionSettings) testSettings.Clone(); > ``` > > **Expected behavior** > Object is cloned correctly like in OpenAI provider > > **Platform** > - Language: C# > - Source: 1.65.0 > - AI model: Ollama qwen3:32b > - IDE: Visual Studio > - OS: Windows > > **Additional context** > > I think it should work like `OpenAIPromptExecutionSettings`, where all information is properly Cloned. > > > Add the following methods to `OllamaPromptExecutionSettings.cs` > 1. `Clone` > 2. `FromExecutionSettings` > > Use the implementations in `OpenAIPromptExecutionSettings.cs` as examples for how the methods should be implemented. > > ## Comments on the Issue (you are @copilot in this section) > > > >
Fixes microsoft/semantic-kernel#13217 --- 💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more [Copilot coding agent tips](https://gh.io/copilot-coding-agent-tips) in the docs. --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> --- .../OllamaPromptExecutionSettingsTests.cs | 133 ++++++++++++++++++ .../Services/OllamaTextGenerationService.cs | 1 + .../Settings/OllamaPromptExecutionSettings.cs | 37 ++++- 3 files changed, 169 insertions(+), 2 deletions(-) diff --git a/dotnet/src/Connectors/Connectors.Ollama.UnitTests/Settings/OllamaPromptExecutionSettingsTests.cs b/dotnet/src/Connectors/Connectors.Ollama.UnitTests/Settings/OllamaPromptExecutionSettingsTests.cs index b6ebfa2f736f..c6fa1ab1deaf 100644 --- a/dotnet/src/Connectors/Connectors.Ollama.UnitTests/Settings/OllamaPromptExecutionSettingsTests.cs +++ b/dotnet/src/Connectors/Connectors.Ollama.UnitTests/Settings/OllamaPromptExecutionSettingsTests.cs @@ -1,5 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. +using System; +using System.Collections.Generic; using System.Linq; using System.Text.Json; using Microsoft.SemanticKernel; @@ -82,4 +84,135 @@ public void FromExecutionSettingsShouldRestoreFunctionChoiceBehavior() // Assert Assert.Equal(functionChoiceBehavior, result.FunctionChoiceBehavior); } + + [Fact] + public void PromptExecutionSettingsCloneWorksAsExpected() + { + // Arrange + string configPayload = """ + { + "temperature": 0.5, + "top_p": 0.9, + "top_k": 100, + "num_predict": 50, + "stop": ["stop me"] + } + """; + var executionSettings = JsonSerializer.Deserialize(configPayload); + + // Act + var clone = executionSettings!.Clone(); + + // Assert + Assert.NotNull(clone); + Assert.IsType(clone); + var ollamaClone = (OllamaPromptExecutionSettings)clone; + Assert.Equal(executionSettings.ModelId, ollamaClone.ModelId); + Assert.Equal(executionSettings.Temperature, ollamaClone.Temperature); + Assert.Equal(executionSettings.TopP, ollamaClone.TopP); + Assert.Equal(executionSettings.TopK, ollamaClone.TopK); + Assert.Equal(executionSettings.NumPredict, ollamaClone.NumPredict); + Assert.Equal(executionSettings.Stop, ollamaClone.Stop); + Assert.Equivalent(executionSettings.ExtensionData, ollamaClone.ExtensionData); + } + + [Fact] + public void ClonePreservesAllOllamaSpecificSettings() + { + // Arrange + var testSettings = new OllamaPromptExecutionSettings + { + Temperature = 0.7f, + TopP = 0.85f, + TopK = 50, + NumPredict = 100, + Stop = new List { "END", "STOP" }, + ModelId = "llama2" + }; + + // Act + var result = (OllamaPromptExecutionSettings)testSettings.Clone(); + + // Assert + Assert.NotNull(result); + Assert.NotSame(testSettings, result); + Assert.Equal(testSettings.Temperature, result.Temperature); + Assert.Equal(testSettings.TopP, result.TopP); + Assert.Equal(testSettings.TopK, result.TopK); + Assert.Equal(testSettings.NumPredict, result.NumPredict); + Assert.Equal(testSettings.ModelId, result.ModelId); + Assert.NotSame(testSettings.Stop, result.Stop); + Assert.Equal(testSettings.Stop, result.Stop); + } + + [Fact] + public void CloneReturnsOllamaPromptExecutionSettingsType() + { + // This test verifies the exact issue from the bug report + // Arrange + var testSettings = new OllamaPromptExecutionSettings + { + Temperature = 0.7f, + TopP = 0.9f, + ServiceId = "test-service" + }; + + // Act + var cloned = testSettings.Clone(); + + // Assert - Should not throw InvalidCastException + var result = (OllamaPromptExecutionSettings)cloned; + Assert.NotNull(result); + Assert.Equal(testSettings.Temperature, result.Temperature); + Assert.Equal(testSettings.TopP, result.TopP); + Assert.Equal(testSettings.ServiceId, result.ServiceId); + } + + [Fact] + public void ClonePreservesServiceId() + { + // Arrange + var testSettings = new OllamaPromptExecutionSettings + { + ServiceId = "my-ollama-service", + ModelId = "llama2", + Temperature = 0.8f + }; + + // Act + var cloned = (OllamaPromptExecutionSettings)testSettings.Clone(); + + // Assert + Assert.Equal(testSettings.ServiceId, cloned.ServiceId); + Assert.Equal(testSettings.ModelId, cloned.ModelId); + Assert.Equal(testSettings.Temperature, cloned.Temperature); + } + + [Fact] + public void PromptExecutionSettingsFreezeWorksAsExpected() + { + // Arrange + var executionSettings = new OllamaPromptExecutionSettings + { + Temperature = 0.5f, + TopP = 0.9f, + TopK = 100, + NumPredict = 50, + Stop = new List { "STOP" } + }; + + // Act + executionSettings.Freeze(); + + // Assert + Assert.True(executionSettings.IsFrozen); + Assert.Throws(() => executionSettings.Temperature = 1); + Assert.Throws(() => executionSettings.TopP = 1); + Assert.Throws(() => executionSettings.TopK = 1); + Assert.Throws(() => executionSettings.NumPredict = 1); + Assert.Throws(() => executionSettings.Stop?.Add("END")); + + executionSettings.Freeze(); // idempotent + Assert.True(executionSettings.IsFrozen); + } } diff --git a/dotnet/src/Connectors/Connectors.Ollama/Services/OllamaTextGenerationService.cs b/dotnet/src/Connectors/Connectors.Ollama/Services/OllamaTextGenerationService.cs index bf05ca58797e..d149d7a1b3fa 100644 --- a/dotnet/src/Connectors/Connectors.Ollama/Services/OllamaTextGenerationService.cs +++ b/dotnet/src/Connectors/Connectors.Ollama/Services/OllamaTextGenerationService.cs @@ -2,6 +2,7 @@ using System; using System.Collections.Generic; +using System.Linq; using System.Net.Http; using System.Runtime.CompilerServices; using System.Text; diff --git a/dotnet/src/Connectors/Connectors.Ollama/Settings/OllamaPromptExecutionSettings.cs b/dotnet/src/Connectors/Connectors.Ollama/Settings/OllamaPromptExecutionSettings.cs index ebd0bb9e5d9d..1b49aa99d97d 100644 --- a/dotnet/src/Connectors/Connectors.Ollama/Settings/OllamaPromptExecutionSettings.cs +++ b/dotnet/src/Connectors/Connectors.Ollama/Settings/OllamaPromptExecutionSettings.cs @@ -51,7 +51,7 @@ public static OllamaPromptExecutionSettings FromExecutionSettings(PromptExecutio /// [JsonPropertyName("stop")] [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] - public List? Stop + public IList? Stop { get => this._stop; @@ -131,9 +131,42 @@ public int? NumPredict } } + /// + public override void Freeze() + { + if (this.IsFrozen) + { + return; + } + + base.Freeze(); + + if (this._stop is not null) + { + this._stop = new System.Collections.ObjectModel.ReadOnlyCollection(this._stop); + } + } + + /// + public override PromptExecutionSettings Clone() + { + return new OllamaPromptExecutionSettings() + { + ModelId = this.ModelId, + ServiceId = this.ServiceId, + ExtensionData = this.ExtensionData is not null ? new Dictionary(this.ExtensionData) : null, + Temperature = this.Temperature, + TopP = this.TopP, + TopK = this.TopK, + NumPredict = this.NumPredict, + Stop = this.Stop is not null ? new List(this.Stop) : null, + FunctionChoiceBehavior = this.FunctionChoiceBehavior, + }; + } + #region private - private List? _stop; + private IList? _stop; private float? _temperature; private float? _topP; private int? _topK; From 1526dbc736f9a241445a20e765eabf87af5913ca Mon Sep 17 00:00:00 2001 From: westey <164392973+westey-m@users.noreply.github.com> Date: Mon, 13 Oct 2025 14:10:38 +0100 Subject: [PATCH 14/35] .Net: Support CollectionExistsAsync with redis alpine (#13244) ### Motivation and Context #12734 Redis alpine produces a different error message for not found indices to redis stack. ### Description - Support CollectionExistsAsync with redis alpine ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- dotnet/src/VectorData/Redis/RedisHashSetCollection.cs | 4 +++- dotnet/src/VectorData/Redis/RedisJsonCollection.cs | 4 +++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs b/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs index caa590633dde..672bfba900b4 100644 --- a/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs +++ b/dotnet/src/VectorData/Redis/RedisHashSetCollection.cs @@ -128,7 +128,9 @@ public override async Task CollectionExistsAsync(CancellationToken cancell await this._database.FT().InfoAsync(this.Name).ConfigureAwait(false); return true; } - catch (RedisServerException ex) when (ex.Message.Contains("Unknown index name")) + // "Unknown index name" is returned in Redis Stack + // "no such index" is returned in Redis Alpine + catch (RedisServerException ex) when (ex.Message.Contains("Unknown index name") || ex.Message.Contains("no such index")) { return false; } diff --git a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs index 6befb7f06e76..91b4c1998610 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs @@ -141,7 +141,9 @@ public override async Task CollectionExistsAsync(CancellationToken cancell await this._database.FT().InfoAsync(this.Name).ConfigureAwait(false); return true; } - catch (RedisServerException ex) when (ex.Message.Contains("Unknown index name")) + // "Unknown index name" is returned in Redis Stack + // "no such index" is returned in Redis Alpine + catch (RedisServerException ex) when (ex.Message.Contains("Unknown index name") || ex.Message.Contains("no such index")) { return false; } From 3ac786164d9079dcb078d4ef443dfbef49c9decc Mon Sep 17 00:00:00 2001 From: Stratos Date: Mon, 13 Oct 2025 21:45:36 +0800 Subject: [PATCH 15/35] .Net: Fix weaviate collection name checking (#13242) ### Motivation and Context According to the weaviate document, the collection name allows the use of underscores - [collections](https://docs.weaviate.io/weaviate/config-refs/collections#class): `The collection name validation regex is /^[A-Z][_0-9A-Za-z]*$/.` ### Description Allow `_` in weaviate collection name. ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: --------- Co-authored-by: westey <164392973+westey-m@users.noreply.github.com> --- dotnet/src/VectorData/Weaviate/WeaviateCollection.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dotnet/src/VectorData/Weaviate/WeaviateCollection.cs b/dotnet/src/VectorData/Weaviate/WeaviateCollection.cs index 8eafc3548a07..e1ae47b60607 100644 --- a/dotnet/src/VectorData/Weaviate/WeaviateCollection.cs +++ b/dotnet/src/VectorData/Weaviate/WeaviateCollection.cs @@ -559,9 +559,9 @@ private static void VerifyCollectionName(string collectionName) foreach (char character in collectionName) { - if (!((character is >= 'a' and <= 'z') || (character is >= 'A' and <= 'Z') || (character is >= '0' and <= '9'))) + if (!((character is >= 'a' and <= 'z') || (character is >= 'A' and <= 'Z') || (character is >= '0' and <= '9') || character is '_')) { - throw new ArgumentException("Collection name must contain only ASCII letters and digits.", nameof(collectionName)); + throw new ArgumentException("Collection name must contain only ASCII letters and digits or underscores. The first character must be an upper case letter.", nameof(collectionName)); } } } From c989c5aeb354915e3775f7860dae7f17f9aff2ca Mon Sep 17 00:00:00 2001 From: westey <164392973+westey-m@users.noreply.github.com> Date: Tue, 14 Oct 2025 12:11:27 +0100 Subject: [PATCH 16/35] .Net: Add adapters to allow SK agents to be exposed as AIAgent (#13240) ### Motivation and Context https://github.com/microsoft/agent-framework/issues/1122 ### Description Add adapters to allow SK agents to be exposed as AIAgent ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- dotnet/Directory.Packages.props | 3 +- .../GettingStartedWithAgents.csproj | 16 +- dotnet/src/Agents/A2A/A2AAgentExtensions.cs | 29 + .../AIAgent/SemanticKernelAIAgent.cs | 126 +++++ .../AIAgent/SemanticKernelAIAgentThread.cs | 38 ++ .../Agents/Abstractions/AgentExtensions.cs | 34 ++ .../Abstractions/Agents.Abstractions.csproj | 4 +- .../Agents/AzureAI/AzureAIAgentExtensions.cs | 29 + .../Extensions/BedrockAgentExtensions.cs | 19 + .../Copilot/CopilotStudioAgentExtensions.cs | 29 + .../Core/ChatCompletionAgentExtensions.cs | 30 + .../OpenAI/OpenAIAssistantAgentExtensions.cs | 29 + .../OpenAI/OpenAIResponseAgentExtensions.cs | 29 + .../UnitTests/A2A/A2AAgentExtensionsTests.cs | 128 +++++ .../AIAgent/SemanticKernelAIAgentTests.cs | 237 ++++++++ .../SemanticKernelAIAgentThreadTests.cs | 166 ++++++ .../Agents/UnitTests/AgentExtensionsTests.cs | 136 +++++ .../Agents/UnitTests/Agents.UnitTests.csproj | 16 +- .../AzureAI/AzureAIAgentExtensionsTests.cs | 130 +++++ .../BedrockAgentExtensionsTests.cs | 111 ++++ .../CopilotStudioAgentExtensionsTests.cs | 117 ++++ .../ChatCompletionAgentExtensionsTests.cs | 140 +++++ .../OpenAIAssistantAgentExtensionsTests.cs | 134 +++++ .../OpenAIResponseAgentExtensionsTests.cs | 117 ++++ .../AgentFixture.cs | 3 + .../AzureAIAgentFixture.cs | 3 + .../BedrockAgentFixture.cs | 3 + .../ChatCompletionAgentFixture.cs | 3 + .../OpenAIAssistantAgentFixture.cs | 3 + .../OpenAIResponseAgentFixture.cs | 3 + .../AzureAIAgentAdapterTests.cs | 5 + .../BedrockAgentAdapterTests.cs | 17 + .../ChatCompletionAgentAdapterTests.cs | 7 + .../OpenAIAssistantAgentAdapterTests.cs | 5 + .../OpenAIResponseAgentAdapterTests.cs | 7 + .../SemanticKernelAIAgentTests.cs | 44 ++ .../meai/Extensions}/ChatMessageExtensions.cs | 9 +- .../meai/MEAIUtilities.props | 5 + .../KernelFunctionInvokingChatClient.cs | 1 - .../Functions/FunctionResult.cs | 1 - .../SemanticKernel.Abstractions.csproj | 1 + .../Extensions/ChatMessageExtensionsTests.cs | 516 ++++++++++++++++++ 42 files changed, 2461 insertions(+), 22 deletions(-) create mode 100644 dotnet/src/Agents/A2A/A2AAgentExtensions.cs create mode 100644 dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs create mode 100644 dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs create mode 100644 dotnet/src/Agents/Abstractions/AgentExtensions.cs create mode 100644 dotnet/src/Agents/AzureAI/AzureAIAgentExtensions.cs create mode 100644 dotnet/src/Agents/Copilot/CopilotStudioAgentExtensions.cs create mode 100644 dotnet/src/Agents/Core/ChatCompletionAgentExtensions.cs create mode 100644 dotnet/src/Agents/OpenAI/OpenAIAssistantAgentExtensions.cs create mode 100644 dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs create mode 100644 dotnet/src/Agents/UnitTests/A2A/A2AAgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs create mode 100644 dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs create mode 100644 dotnet/src/Agents/UnitTests/AgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/AzureAI/AzureAIAgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/Copilot/CopilotStudioAgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/Core/ChatCompletionAgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/OpenAI/OpenAIAssistantAgentExtensionsTests.cs create mode 100644 dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/AzureAIAgentAdapterTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/BedrockAgentAdapterTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/ChatCompletionAgentAdapterTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIAssistantAgentAdapterTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIResponseAgentAdapterTests.cs create mode 100644 dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/SemanticKernelAIAgentTests.cs rename dotnet/src/{SemanticKernel.Abstractions/AI/ChatClient => InternalUtilities/meai/Extensions}/ChatMessageExtensions.cs (87%) create mode 100644 dotnet/src/InternalUtilities/meai/MEAIUtilities.props create mode 100644 dotnet/src/SemanticKernel.UnitTests/Extensions/ChatMessageExtensionsTests.cs diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index a3b283b557eb..d2669d83f5e7 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -49,6 +49,7 @@ + @@ -101,7 +102,7 @@ - + diff --git a/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj b/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj index 1519070d304a..90f2f6225a91 100644 --- a/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj +++ b/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj @@ -18,16 +18,16 @@ - - + + - - - - + + + + - - + + diff --git a/dotnet/src/Agents/A2A/A2AAgentExtensions.cs b/dotnet/src/Agents/A2A/A2AAgentExtensions.cs new file mode 100644 index 000000000000..ad07a120e18a --- /dev/null +++ b/dotnet/src/Agents/A2A/A2AAgentExtensions.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents.A2A; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class A2AAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this A2AAgent a2aAgent) + => a2aAgent.AsAIAgent( + () => new A2AAgentThread(a2aAgent.Client), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new A2AAgentThread(a2aAgent.Client) : new A2AAgentThread(a2aAgent.Client, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as A2AAgentThread)?.Id)); +} diff --git a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs new file mode 100644 index 000000000000..ab6881644147 --- /dev/null +++ b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs @@ -0,0 +1,126 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Linq; +using System.Runtime.CompilerServices; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Extensions.AI; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +[Experimental("SKEXP0110")] +internal sealed class SemanticKernelAIAgent : MAAI.AIAgent +{ + private readonly Agent _innerAgent; + private readonly Func _threadFactory; + private readonly Func _threadDeserializationFactory; + private readonly Func _threadSerializer; + + /// + /// Initializes a new instance of the class. + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// A factory method to create the required type to use with the agent. + /// A factory method to deserialize the required type. + /// A method to serialize the type. + public SemanticKernelAIAgent( + Agent semanticKernelAgent, + Func threadFactory, + Func threadDeserializationFactory, + Func threadSerializer) + { + Throw.IfNull(semanticKernelAgent); + Throw.IfNull(threadFactory); + Throw.IfNull(threadDeserializationFactory); + Throw.IfNull(threadSerializer); + + this._innerAgent = semanticKernelAgent; + this._threadFactory = threadFactory; + this._threadDeserializationFactory = threadDeserializationFactory; + this._threadSerializer = threadSerializer; + } + + /// + public override MAAI.AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) + => new SemanticKernelAIAgentThread(this._threadDeserializationFactory(serializedThread, jsonSerializerOptions), this._threadSerializer); + + /// + public override MAAI.AgentThread GetNewThread() => new SemanticKernelAIAgentThread(this._threadFactory(), this._threadSerializer); + + /// + public override async Task RunAsync(IEnumerable messages, MAAI.AgentThread? thread = null, MAAI.AgentRunOptions? options = null, CancellationToken cancellationToken = default) + { + thread ??= this.GetNewThread(); + if (thread is not SemanticKernelAIAgentThread typedThread) + { + throw new InvalidOperationException("The provided thread is not compatible with the agent. Only threads created by the agent can be used."); + } + + List responseMessages = []; + var invokeOptions = new AgentInvokeOptions() + { + OnIntermediateMessage = (msg) => + { + responseMessages.Add(msg.ToChatMessage()); + return Task.CompletedTask; + } + }; + + AgentResponseItem? lastResponseItem = null; + ChatMessage? lastResponseMessage = null; + await foreach (var responseItem in this._innerAgent.InvokeAsync(messages.Select(x => x.ToChatMessageContent()).ToList(), typedThread.InnerThread, invokeOptions, cancellationToken).ConfigureAwait(false)) + { + lastResponseItem = responseItem; + lastResponseMessage = responseItem.Message.ToChatMessage(); + responseMessages.Add(lastResponseMessage); + } + + return new MAAI.AgentRunResponse(responseMessages) + { + AgentId = this._innerAgent.Id, + RawRepresentation = lastResponseItem, + AdditionalProperties = lastResponseMessage?.AdditionalProperties, + CreatedAt = lastResponseMessage?.CreatedAt, + }; + } + + /// + public override async IAsyncEnumerable RunStreamingAsync( + IEnumerable messages, + MAAI.AgentThread? thread = null, + MAAI.AgentRunOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + thread ??= this.GetNewThread(); + if (thread is not SemanticKernelAIAgentThread typedThread) + { + throw new InvalidOperationException("The provided thread is not compatible with the agent. Only threads created by the agent can be used."); + } + + await foreach (var responseItem in this._innerAgent.InvokeStreamingAsync(messages.Select(x => x.ToChatMessageContent()).ToList(), typedThread.InnerThread, cancellationToken: cancellationToken).ConfigureAwait(false)) + { + var update = responseItem.Message.ToChatResponseUpdate(); + + yield return new MAAI.AgentRunResponseUpdate + { + AuthorName = update.AuthorName, + AgentId = this._innerAgent.Id, + RawRepresentation = responseItem, + AdditionalProperties = update.AdditionalProperties, + MessageId = update.MessageId, + Role = update.Role, + ResponseId = update.ResponseId, + CreatedAt = update.CreatedAt, + Contents = update.Contents + }; + } + } +} diff --git a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs new file mode 100644 index 000000000000..9867e5ada91d --- /dev/null +++ b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents; + +[Experimental("SKEXP0110")] +internal sealed class SemanticKernelAIAgentThread : MAAI.AgentThread +{ + private readonly Func _threadSerializer; + + internal SemanticKernelAIAgentThread(AgentThread thread, Func threadSerializer) + { + Throw.IfNull(thread); + Throw.IfNull(threadSerializer); + + this.InnerThread = thread; + this._threadSerializer = threadSerializer; + } + + /// + /// Gets the underlying Semantic Kernel Agent Framework . + /// + public AgentThread InnerThread { get; } + + /// + public override JsonElement Serialize(JsonSerializerOptions? jsonSerializerOptions = null) + => this._threadSerializer(this.InnerThread, jsonSerializerOptions); + + public override object? GetService(Type serviceType, object? serviceKey = null) + => base.GetService(serviceType, serviceKey) + ?? (serviceType == typeof(AgentThread) && serviceKey is null + ? this.InnerThread + : null); +} diff --git a/dotnet/src/Agents/Abstractions/AgentExtensions.cs b/dotnet/src/Agents/Abstractions/AgentExtensions.cs new file mode 100644 index 000000000000..f6fd9d3020a7 --- /dev/null +++ b/dotnet/src/Agents/Abstractions/AgentExtensions.cs @@ -0,0 +1,34 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class AgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// A factory method to create the required type to use with the agent. + /// A factory method to deserialize the required type. + /// A method to serialize the type. + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent( + this Agent semanticKernelAgent, + Func threadFactory, + Func threadDeserializationFactory, + Func threadSerializer) + => new SemanticKernelAIAgent( + semanticKernelAgent, + threadFactory, + threadDeserializationFactory, + threadSerializer); +} diff --git a/dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj b/dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj index a0fedaa605ec..1d24d51cbf02 100644 --- a/dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj +++ b/dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj @@ -5,11 +5,12 @@ Microsoft.SemanticKernel.Agents.Abstractions Microsoft.SemanticKernel.Agents net8.0;netstandard2.0 - $(NoWarn) + $(NoWarn);NU5104 false + @@ -27,6 +28,7 @@ + diff --git a/dotnet/src/Agents/AzureAI/AzureAIAgentExtensions.cs b/dotnet/src/Agents/AzureAI/AzureAIAgentExtensions.cs new file mode 100644 index 000000000000..255128159d26 --- /dev/null +++ b/dotnet/src/Agents/AzureAI/AzureAIAgentExtensions.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents.AzureAI; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class AzureAIAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this AzureAIAgent azureAIAgent) + => azureAIAgent.AsAIAgent( + () => new AzureAIAgentThread(azureAIAgent.Client), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new AzureAIAgentThread(azureAIAgent.Client) : new AzureAIAgentThread(azureAIAgent.Client, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as AzureAIAgentThread)?.Id)); +} diff --git a/dotnet/src/Agents/Bedrock/Extensions/BedrockAgentExtensions.cs b/dotnet/src/Agents/Bedrock/Extensions/BedrockAgentExtensions.cs index eee1efe21bcb..9e3cae27edfa 100644 --- a/dotnet/src/Agents/Bedrock/Extensions/BedrockAgentExtensions.cs +++ b/dotnet/src/Agents/Bedrock/Extensions/BedrockAgentExtensions.cs @@ -1,10 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using System; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; using System.Threading; using System.Threading.Tasks; using Amazon.BedrockAgent; using Amazon.BedrockAgent.Model; +using Microsoft.Agents.AI; namespace Microsoft.SemanticKernel.Agents.Bedrock; @@ -13,6 +16,22 @@ namespace Microsoft.SemanticKernel.Agents.Bedrock; /// public static class BedrockAgentExtensions { + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static AIAgent AsAIAgent(this BedrockAgent bedrockAgent) + => bedrockAgent.AsAIAgent( + () => new BedrockAgentThread(bedrockAgent.RuntimeClient), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new BedrockAgentThread(bedrockAgent.RuntimeClient) : new BedrockAgentThread(bedrockAgent.RuntimeClient, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as BedrockAgentThread)?.Id)); + /// /// Creates an agent. /// diff --git a/dotnet/src/Agents/Copilot/CopilotStudioAgentExtensions.cs b/dotnet/src/Agents/Copilot/CopilotStudioAgentExtensions.cs new file mode 100644 index 000000000000..fedb67b5fe40 --- /dev/null +++ b/dotnet/src/Agents/Copilot/CopilotStudioAgentExtensions.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents.Copilot; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class CopilotStudioAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this CopilotStudioAgent copilotStudioAgent) + => copilotStudioAgent.AsAIAgent( + () => new CopilotStudioAgentThread(copilotStudioAgent.Client), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new CopilotStudioAgentThread(copilotStudioAgent.Client) : new CopilotStudioAgentThread(copilotStudioAgent.Client, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as CopilotStudioAgentThread)?.Id)); +} diff --git a/dotnet/src/Agents/Core/ChatCompletionAgentExtensions.cs b/dotnet/src/Agents/Core/ChatCompletionAgentExtensions.cs new file mode 100644 index 000000000000..d95f4a89b445 --- /dev/null +++ b/dotnet/src/Agents/Core/ChatCompletionAgentExtensions.cs @@ -0,0 +1,30 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using Microsoft.SemanticKernel.ChatCompletion; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents; + +/// +/// Exposes a Semantic Kernel as a Microsoft Agent Framework . +/// +public static class ChatCompletionAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this ChatCompletionAgent chatCompletionAgent) + => chatCompletionAgent.AsAIAgent( + () => new ChatHistoryAgentThread(), + (json, options) => + { + var chatHistory = JsonSerializer.Deserialize(json); + return chatHistory is null ? new ChatHistoryAgentThread() : new ChatHistoryAgentThread(chatHistory); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as ChatHistoryAgentThread)?.ChatHistory)); +} diff --git a/dotnet/src/Agents/OpenAI/OpenAIAssistantAgentExtensions.cs b/dotnet/src/Agents/OpenAI/OpenAIAssistantAgentExtensions.cs new file mode 100644 index 000000000000..6f8881ca2b50 --- /dev/null +++ b/dotnet/src/Agents/OpenAI/OpenAIAssistantAgentExtensions.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents.OpenAI; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class OpenAIAssistantAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this OpenAIAssistantAgent assistantAgent) + => assistantAgent.AsAIAgent( + () => new OpenAIAssistantAgentThread(assistantAgent.Client), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new OpenAIAssistantAgentThread(assistantAgent.Client) : new OpenAIAssistantAgentThread(assistantAgent.Client, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as OpenAIAssistantAgentThread)?.Id)); +} diff --git a/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs b/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs new file mode 100644 index 000000000000..90184975bbed --- /dev/null +++ b/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using MAAI = Microsoft.Agents.AI; + +namespace Microsoft.SemanticKernel.Agents.OpenAI; + +/// +/// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . +/// +public static class OpenAIResponseAgentExtensions +{ + /// + /// Exposes a Semantic Kernel Agent Framework as a Microsoft Agent Framework . + /// + /// The Semantic Kernel to expose as a Microsoft Agent Framework . + /// The Semantic Kernel Agent Framework exposed as a Microsoft Agent Framework + [Experimental("SKEXP0110")] + public static MAAI.AIAgent AsAIAgent(this OpenAIResponseAgent responseAgent) + => responseAgent.AsAIAgent( + () => new OpenAIResponseAgentThread(responseAgent.Client), + (json, options) => + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new OpenAIResponseAgentThread(responseAgent.Client) : new OpenAIResponseAgentThread(responseAgent.Client, agentId); + }, + (thread, options) => JsonSerializer.SerializeToElement((thread as OpenAIResponseAgentThread)?.Id)); +} diff --git a/dotnet/src/Agents/UnitTests/A2A/A2AAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/A2A/A2AAgentExtensionsTests.cs new file mode 100644 index 000000000000..f85ee5ca0fee --- /dev/null +++ b/dotnet/src/Agents/UnitTests/A2A/A2AAgentExtensionsTests.cs @@ -0,0 +1,128 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Net.Http; +using System.Text.Json; +using A2A; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.A2A; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.A2A; + +public sealed class A2AAgentExtensionsTests +{ + [Fact] + public void AsAIAgent_WithValidA2AAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + using var httpClient = new HttpClient(); + var a2aClient = new A2AClient(new Uri("http://testservice", UriKind.Absolute), httpClient); + var agentCard = new AgentCard(); + var a2aAgent = new A2AAgent(a2aClient, agentCard); + + // Act + var result = a2aAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullA2AAgent_ThrowsArgumentNullException() + { + // Arrange + A2AAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + using var httpClient = new HttpClient(); + var a2aClient = new A2AClient(new Uri("http://testservice", UriKind.Absolute), httpClient); + var agentCard = new AgentCard(); + var a2aAgent = new A2AAgent(a2aClient, agentCard); + + // Act + var result = a2aAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + using var httpClient = new HttpClient(); + var a2aClient = new A2AClient(new Uri("http://testservice", UriKind.Absolute), httpClient); + var agentCard = new AgentCard(); + var a2aAgent = new A2AAgent(a2aClient, agentCard); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = a2aAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + using var httpClient = new HttpClient(); + var a2aClient = new A2AClient(new Uri("http://testservice", UriKind.Absolute), httpClient); + var agentCard = new AgentCard(); + var a2aAgent = new A2AAgent(a2aClient, agentCard); + var threadId = "test-agent-id"; + var jsonElement = JsonSerializer.SerializeToElement(threadId); + + // Act + var result = a2aAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + Assert.Equal(threadId, threadAdapter.InnerThread.Id); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + using var httpClient = new HttpClient(); + var a2aClient = new A2AClient(new Uri("http://testservice", UriKind.Absolute), httpClient); + var agentCard = new AgentCard(); + var a2aAgent = new A2AAgent(a2aClient, agentCard); + var expectedThreadId = "test-thread-id"; + var a2aThread = new A2AAgentThread(a2aClient, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = a2aAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } +} diff --git a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs new file mode 100644 index 000000000000..fd28fb1cd8a6 --- /dev/null +++ b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs @@ -0,0 +1,237 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.ChatCompletion; +using Moq; +using Xunit; +using MAAI = Microsoft.Agents.AI; + +namespace SemanticKernel.Agents.UnitTests.AIAgent; + +public sealed class SemanticKernelAIAgentTests +{ + [Fact] + public void Constructor_Succeeds() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act + var adapter = new SemanticKernelAIAgent(agentMock.Object, ThreadFactory, ThreadDeserializationFactory, ThreadSerializer); + + // Assert + Assert.IsType(adapter); + } + + [Fact] + public void Constructor_WithNullSemanticKernelAgent_ThrowsArgumentNullException() + { + // Arrange + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => new SemanticKernelAIAgent(null!, ThreadFactory, ThreadDeserializationFactory, ThreadSerializer)); + } + + [Fact] + public void Constructor_WithNullThreadFactory_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => new SemanticKernelAIAgent(agentMock.Object, null!, ThreadDeserializationFactory, ThreadSerializer)); + } + + [Fact] + public void Constructor_WithNullThreadDeserializationFactory_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => new SemanticKernelAIAgent(agentMock.Object, ThreadFactory, null!, ThreadSerializer)); + } + + [Fact] + public void Constructor_WithNullThreadSerializer_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + + // Act & Assert + Assert.Throws(() => new SemanticKernelAIAgent(agentMock.Object, ThreadFactory, ThreadDeserializationFactory, null!)); + } + + [Fact] + public void DeserializeThread_ReturnsSemanticKernelAIAgentThread() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => expectedThread; + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => expectedThread, ThreadDeserializationFactory, ThreadSerializer); + var json = JsonDocument.Parse("{}").RootElement; + + // Act + var result = adapter.DeserializeThread(json); + + // Assert + Assert.IsType(result); + } + + [Fact] + public void GetNewThread_ReturnsSemanticKernelAIAgentThread() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => expectedThread, (e, o) => expectedThread, ThreadSerializer); + + // Act + var result = adapter.GetNewThread(); + + // Assert + Assert.IsType(result); + Assert.Equal(expectedThread, ((SemanticKernelAIAgentThread)result).InnerThread); + } + + [Fact] + public void DeserializeThread_CallsDeserializationFactory() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + var factoryCallCount = 0; + + AgentThread DeserializationFactory(JsonElement e, JsonSerializerOptions? o) + { + factoryCallCount++; + return expectedThread; + } + + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => expectedThread, DeserializationFactory, (t, o) => default); + var json = JsonDocument.Parse("{}").RootElement; + + // Act + var result = adapter.DeserializeThread(json); + + // Assert + Assert.Equal(1, factoryCallCount); + Assert.IsType(result); + } + + [Fact] + public void GetNewThread_CallsThreadFactory() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + var factoryCallCount = 0; + + AgentThread ThreadFactory() + { + factoryCallCount++; + return expectedThread; + } + + var adapter = new SemanticKernelAIAgent(agentMock.Object, ThreadFactory, (e, o) => expectedThread, (t, o) => default); + + // Act + var result = adapter.GetNewThread(); + + // Assert + Assert.Equal(1, factoryCallCount); + Assert.IsType(result); + } + + [Fact] + public async Task Run_CallsInnerAgentAsync() + { + // Arrange + var threadMock = new Mock(); + var innerThread = threadMock.Object; + var agentMock = new Mock(); + agentMock.Setup(a => a.InvokeAsync( + It.IsAny>(), + It.IsAny(), + It.IsAny(), + It.IsAny())) + .Returns(GetAsyncEnumerable()); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + async IAsyncEnumerable> GetAsyncEnumerable() + { + yield return new AgentResponseItem(new ChatMessageContent(AuthorRole.Assistant, "Final response"), innerThread); + } + + var thread = new SemanticKernelAIAgentThread(innerThread, (t, o) => default); + + // Act + var result = await adapter.RunAsync("Input text", thread); + + // Assert + Assert.IsType(result); + Assert.Equal("Final response", result.Text); + agentMock.Verify(a => a.InvokeAsync( + It.Is>(x => x.First().Content == "Input text"), + innerThread, + It.IsAny(), + It.IsAny()), Times.Once); + } + + [Fact] + public async Task RunStreaming_CallsInnerAgentAsync() + { + // Arrange + var threadMock = new Mock(); + var innerThread = threadMock.Object; + var agentMock = new Mock(); + agentMock.Setup(a => a.InvokeStreamingAsync( + It.IsAny>(), + It.IsAny(), + It.IsAny(), + It.IsAny())) + .Returns(GetAsyncEnumerable()); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + async IAsyncEnumerable> GetAsyncEnumerable() + { + yield return new AgentResponseItem(new StreamingChatMessageContent(AuthorRole.Assistant, "Final response"), innerThread); + } + + var thread = new SemanticKernelAIAgentThread(innerThread, (t, o) => default); + + // Act + var results = await adapter.RunStreamingAsync("Input text", thread).ToListAsync(); + + // Assert + Assert.IsType(results.First()); + Assert.Equal("Final response", results.First().Text); + agentMock.Verify(a => a.InvokeStreamingAsync( + It.Is>(x => x.First().Content == "Input text"), + innerThread, + It.IsAny(), + It.IsAny()), Times.Once); + } +} diff --git a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs new file mode 100644 index 000000000000..11424931b68b --- /dev/null +++ b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs @@ -0,0 +1,166 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.SemanticKernel.Agents; +using Moq; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.AIAgent; + +public sealed class SemanticKernelAIAgentThreadTests +{ + [Fact] + public void Constructor_InitializesProperties() + { + // Arrange + var threadMock = new Mock(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, ThreadSerializer); + + // Assert + Assert.Equal(threadMock.Object, adapter.InnerThread); + } + + [Fact] + public void Serialize_CallsThreadSerializer() + { + // Arrange + var threadMock = new Mock(); + var serializerCallCount = 0; + var expectedJsonElement = JsonDocument.Parse("{\"test\": \"value\"}").RootElement; + + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) + { + serializerCallCount++; + Assert.Same(threadMock.Object, t); + return expectedJsonElement; + } + + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, ThreadSerializer); + + // Act + var result = adapter.Serialize(); + + // Assert + Assert.Equal(1, serializerCallCount); + Assert.Equal(expectedJsonElement.ToString(), result.ToString()); + } + + [Fact] + public void Serialize_WithJsonSerializerOptions_PassesOptionsToSerializer() + { + // Arrange + var threadMock = new Mock(); + var expectedOptions = new JsonSerializerOptions(); + JsonSerializerOptions? capturedOptions = null; + + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) + { + capturedOptions = o; + return default; + } + + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, ThreadSerializer); + + // Act + adapter.Serialize(expectedOptions); + + // Assert + Assert.Same(expectedOptions, capturedOptions); + } + + [Fact] + public void GetService_WithAgentThreadType_ReturnsInnerThread() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(AgentThread)); + + // Assert + Assert.Same(threadMock.Object, result); + } + + [Fact] + public void GetService_WithAgentThreadTypeAndServiceKey_ReturnsNull() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + var serviceKey = new object(); + + // Act + var result = adapter.GetService(typeof(AgentThread), serviceKey); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithNonAgentThreadType_ReturnsNull() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(string)); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithNullType_ThrowsArgumentNullException() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + + // Act & Assert + Assert.Throws(() => adapter.GetService(null!)); + } + + [Fact] + public void Serialize_WithNullOptions_CallsSerializerWithNull() + { + // Arrange + var threadMock = new Mock(); + JsonSerializerOptions? capturedOptions = new(); + + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) + { + capturedOptions = o; + return default; + } + + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, ThreadSerializer); + + // Act + adapter.Serialize(null); + + // Assert + Assert.Null(capturedOptions); + } + + [Fact] + public void Constructor_WithNullThread_ThrowsArgumentNullException() + { + // Arrange & Act + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + Assert.Throws(() => new SemanticKernelAIAgentThread(null!, ThreadSerializer)); + } + + [Fact] + public void Constructor_WithNullSerializer_ThrowsArgumentNullException() + { + // Arrange & Act + var threadMock = new Mock(); + Assert.Throws(() => new SemanticKernelAIAgentThread(threadMock.Object, null!)); + } +} diff --git a/dotnet/src/Agents/UnitTests/AgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/AgentExtensionsTests.cs new file mode 100644 index 000000000000..c62201dd7960 --- /dev/null +++ b/dotnet/src/Agents/UnitTests/AgentExtensionsTests.cs @@ -0,0 +1,136 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.SemanticKernel.Agents; +using Moq; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests; + +public sealed class AgentExtensionsTests +{ + [Fact] + public void AsAIAgent_WithValidParameters_ReturnsSemanticKernelAIAgent() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act + var result = agentMock.Object.AsAIAgent(ThreadFactory, ThreadDeserializationFactory, ThreadSerializer); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullSemanticKernelAgent_ThrowsArgumentNullException() + { + // Arrange + Agent nullAgent = null!; + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent(ThreadFactory, ThreadDeserializationFactory, ThreadSerializer)); + } + + [Fact] + public void AsAIAgent_WithNullThreadFactory_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => agentMock.Object.AsAIAgent(null!, ThreadDeserializationFactory, ThreadSerializer)); + } + + [Fact] + public void AsAIAgent_WithNullThreadDeserializationFactory_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act & Assert + Assert.Throws(() => agentMock.Object.AsAIAgent(ThreadFactory, null!, ThreadSerializer)); + } + + [Fact] + public void AsAIAgent_WithNullThreadSerializer_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + AgentThread ThreadFactory() => Mock.Of(); + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => Mock.Of(); + + // Act & Assert + Assert.Throws(() => agentMock.Object.AsAIAgent(ThreadFactory, ThreadDeserializationFactory, null!)); + } + + [Fact] + public void AsAIAgent_WithValidFactories_CreatesWorkingAdapter() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + var factoryCallCount = 0; + + AgentThread ThreadFactory() + { + factoryCallCount++; + return expectedThread; + } + + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) => expectedThread; + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act + var result = agentMock.Object.AsAIAgent(ThreadFactory, ThreadDeserializationFactory, ThreadSerializer); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.Equal(1, factoryCallCount); + Assert.IsType(thread); + Assert.Same(expectedThread, ((SemanticKernelAIAgentThread)thread).InnerThread); + } + + [Fact] + public void AsAIAgent_WithDeserializationFactory_CreatesWorkingAdapter() + { + // Arrange + var agentMock = new Mock(); + var expectedThread = Mock.Of(); + var deserializationCallCount = 0; + + AgentThread ThreadFactory() => Mock.Of(); + + AgentThread ThreadDeserializationFactory(JsonElement e, JsonSerializerOptions? o) + { + deserializationCallCount++; + return expectedThread; + } + + JsonElement ThreadSerializer(AgentThread t, JsonSerializerOptions? o) => default; + + // Act + var result = agentMock.Object.AsAIAgent(ThreadFactory, ThreadDeserializationFactory, ThreadSerializer); + var json = JsonDocument.Parse("{}").RootElement; + var thread = result.DeserializeThread(json); + + // Assert + Assert.NotNull(thread); + Assert.Equal(1, deserializationCallCount); + Assert.IsType(thread); + Assert.Same(expectedThread, ((SemanticKernelAIAgentThread)thread).InnerThread); + } +} diff --git a/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj b/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj index f4a98b16a9cc..da3c9326460c 100644 --- a/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj +++ b/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj @@ -14,16 +14,16 @@ - - + + - - - - + + + + - - + + diff --git a/dotnet/src/Agents/UnitTests/AzureAI/AzureAIAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/AzureAI/AzureAIAgentExtensionsTests.cs new file mode 100644 index 000000000000..03dbf1c80b5d --- /dev/null +++ b/dotnet/src/Agents/UnitTests/AzureAI/AzureAIAgentExtensionsTests.cs @@ -0,0 +1,130 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.ClientModel.Primitives; +using System.Text.Json; +using Azure.AI.Agents.Persistent; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.AzureAI; +using Moq; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.AzureAI; + +public sealed class AzureAIAgentExtensionsTests +{ + private static readonly JsonSerializerOptions s_jsonModelConvererOptions = new() { Converters = { new JsonModelConverter() } }; + private static readonly PersistentAgent s_agentMetadata = JsonSerializer.Deserialize( + """ + { + "id": "1", + "description": "A test agent", + "name": "TestAgent" + } + """, s_jsonModelConvererOptions)!; + + [Fact] + public void AsAIAgent_WithValidAzureAIAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var clientMock = new Mock(); + var azureAIAgent = new AzureAIAgent(s_agentMetadata, clientMock.Object); + + // Act + var result = azureAIAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullAzureAIAgent_ThrowsArgumentNullException() + { + // Arrange + AzureAIAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + var clientMock = new Mock(); + var azureAIAgent = new AzureAIAgent(s_agentMetadata, clientMock.Object); + + // Act + var result = azureAIAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + var clientMock = new Mock(); + var azureAIAgent = new AzureAIAgent(s_agentMetadata, clientMock.Object); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = azureAIAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + var clientMock = new Mock(); + var azureAIAgent = new AzureAIAgent(s_agentMetadata, clientMock.Object); + + var threadId = "test-thread-id"; + var jsonElement = JsonSerializer.SerializeToElement(threadId); + + // Act + var result = azureAIAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + Assert.Equal(threadId, threadAdapter.InnerThread.Id); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + var clientMock = new Mock(); + var azureAIAgent = new AzureAIAgent(s_agentMetadata, clientMock.Object); + + var expectedThreadId = "test-thread-id"; + var azureAIThread = new AzureAIAgentThread(clientMock.Object, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = azureAIAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } +} diff --git a/dotnet/src/Agents/UnitTests/Bedrock/Extensions.cs/BedrockAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/Bedrock/Extensions.cs/BedrockAgentExtensionsTests.cs index e48faaa2b797..fcd68bf90a76 100644 --- a/dotnet/src/Agents/UnitTests/Bedrock/Extensions.cs/BedrockAgentExtensionsTests.cs +++ b/dotnet/src/Agents/UnitTests/Bedrock/Extensions.cs/BedrockAgentExtensionsTests.cs @@ -1,9 +1,12 @@ // Copyright (c) Microsoft. All rights reserved. +using System; +using System.Text.Json; using System.Threading.Tasks; using Amazon.BedrockAgent; using Amazon.BedrockAgent.Model; using Amazon.BedrockAgentRuntime; +using Microsoft.SemanticKernel.Agents; using Microsoft.SemanticKernel.Agents.Bedrock; using Moq; using Xunit; @@ -30,6 +33,109 @@ public class BedrockAgentExtensionsTests Instruction = "Instruction must have at least 40 characters", }; + [Fact] + public void AsAIAgent_WithValidBedrockAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var (mockClient, mockRuntimeClient) = this.CreateMockClients(); + var bedrockAgent = new BedrockAgent(this._agentModel, mockClient.Object, mockRuntimeClient.Object); + + // Act + var result = bedrockAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullBedrockAgent_ThrowsArgumentNullException() + { + // Arrange + BedrockAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + var (mockClient, mockRuntimeClient) = this.CreateMockClients(); + var bedrockAgent = new BedrockAgent(this._agentModel, mockClient.Object, mockRuntimeClient.Object); + + // Act + var result = bedrockAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + var (mockClient, mockRuntimeClient) = this.CreateMockClients(); + var bedrockAgent = new BedrockAgent(this._agentModel, mockClient.Object, mockRuntimeClient.Object); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = bedrockAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + var (mockClient, mockRuntimeClient) = this.CreateMockClients(); + var bedrockAgent = new BedrockAgent(this._agentModel, mockClient.Object, mockRuntimeClient.Object); + var agentId = "test-agent-id"; + var jsonElement = JsonSerializer.SerializeToElement(agentId); + + // Act + var result = bedrockAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + var (mockClient, mockRuntimeClient) = this.CreateMockClients(); + var bedrockAgent = new BedrockAgent(this._agentModel, mockClient.Object, mockRuntimeClient.Object); + var expectedThreadId = "test-thread-id"; + var bedrockThread = new BedrockAgentThread(mockRuntimeClient.Object, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = bedrockAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } + /// /// Verify the creation of the agent and the preparation of the agent. /// The status of the agent should be checked 3 times based on the setup. @@ -240,6 +346,11 @@ public async Task VerifyEnableUserInputActionGroupAsync() } }); + mockClient.Setup(x => x.PrepareAgentAsync( + It.IsAny(), + default) + ).ReturnsAsync(new PrepareAgentResponse { AgentId = this._agentModel.AgentId, AgentStatus = AgentStatus.PREPARING }); + return (mockClient, mockRuntimeClient); } diff --git a/dotnet/src/Agents/UnitTests/Copilot/CopilotStudioAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/Copilot/CopilotStudioAgentExtensionsTests.cs new file mode 100644 index 000000000000..73185ac6d69f --- /dev/null +++ b/dotnet/src/Agents/UnitTests/Copilot/CopilotStudioAgentExtensionsTests.cs @@ -0,0 +1,117 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.Agents.CopilotStudio.Client; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.Copilot; +using Moq; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.Copilot; + +public sealed class CopilotStudioAgentExtensionsTests +{ + [Fact] + public void AsAIAgent_WithValidCopilotStudioAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var clientMock = new Mock(null, null, null, null); + var copilotStudioAgent = new CopilotStudioAgent(clientMock.Object); + + // Act + var result = copilotStudioAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullCopilotStudioAgent_ThrowsArgumentNullException() + { + // Arrange + CopilotStudioAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + var clientMock = new Mock(null, null, null, null); + var copilotStudioAgent = new CopilotStudioAgent(clientMock.Object); + + // Act + var result = copilotStudioAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + var clientMock = new Mock(null, null, null, null); + var copilotStudioAgent = new CopilotStudioAgent(clientMock.Object); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = copilotStudioAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + var clientMock = new Mock(null, null, null, null); + var copilotStudioAgent = new CopilotStudioAgent(clientMock.Object); + var agentId = "test-agent-id"; + var jsonElement = JsonSerializer.SerializeToElement(agentId); + + // Act + var result = copilotStudioAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + var clientMock = new Mock(null, null, null, null); + var copilotStudioAgent = new CopilotStudioAgent(clientMock.Object); + var expectedThreadId = "test-thread-id"; + var copilotStudioThread = new CopilotStudioAgentThread(clientMock.Object, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = copilotStudioAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } +} diff --git a/dotnet/src/Agents/UnitTests/Core/ChatCompletionAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/Core/ChatCompletionAgentExtensionsTests.cs new file mode 100644 index 000000000000..31bae18429f5 --- /dev/null +++ b/dotnet/src/Agents/UnitTests/Core/ChatCompletionAgentExtensionsTests.cs @@ -0,0 +1,140 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.ChatCompletion; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.Core; + +public sealed class ChatCompletionAgentExtensionsTests +{ + [Fact] + public void AsAIAgent_WithValidChatCompletionAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var chatCompletionAgent = new ChatCompletionAgent() + { + Name = "TestAgent", + Instructions = "Test instructions" + }; + + // Act + var result = chatCompletionAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullChatCompletionAgent_ThrowsArgumentNullException() + { + // Arrange + ChatCompletionAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + var chatCompletionAgent = new ChatCompletionAgent() + { + Name = "TestAgent", + Instructions = "Test instructions" + }; + + // Act + var result = chatCompletionAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullChatHistory_CreatesNewThread() + { + // Arrange + var chatCompletionAgent = new ChatCompletionAgent() + { + Name = "TestAgent", + Instructions = "Test instructions" + }; + var jsonElement = JsonSerializer.SerializeToElement((ChatHistory?)null); + + // Act + var result = chatCompletionAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidChatHistory_CreatesThreadWithHistory() + { + // Arrange + var chatCompletionAgent = new ChatCompletionAgent() + { + Name = "TestAgent", + Instructions = "Test instructions" + }; + + var chatHistory = new ChatHistory(); + chatHistory.AddSystemMessage("System message"); + chatHistory.AddUserMessage("User message"); + var jsonElement = JsonSerializer.SerializeToElement(chatHistory); + + // Act + var result = chatCompletionAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + var chatHistoryThread = (ChatHistoryAgentThread)threadAdapter.InnerThread; + Assert.Equal(2, chatHistoryThread.ChatHistory.Count); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesChatHistory() + { + // Arrange + var chatCompletionAgent = new ChatCompletionAgent() + { + Name = "TestAgent", + Instructions = "Test instructions" + }; + + var chatHistory = new ChatHistory(); + chatHistory.AddSystemMessage("System message"); + chatHistory.AddUserMessage("User message"); + var chatHistoryThread = new ChatHistoryAgentThread(chatHistory); + var jsonElement = JsonSerializer.SerializeToElement(chatHistory); + + var result = chatCompletionAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.Array, serializedElement.ValueKind); + var deserializedChatHistory = JsonSerializer.Deserialize(serializedElement.GetRawText()); + Assert.NotNull(deserializedChatHistory); + Assert.Equal(2, deserializedChatHistory.Count); + } +} diff --git a/dotnet/src/Agents/UnitTests/OpenAI/OpenAIAssistantAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIAssistantAgentExtensionsTests.cs new file mode 100644 index 000000000000..bd6493907b28 --- /dev/null +++ b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIAssistantAgentExtensionsTests.cs @@ -0,0 +1,134 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.ClientModel.Primitives; +using System.Text.Json; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Moq; +using OpenAI.Assistants; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.OpenAI; + +public sealed class OpenAIAssistantAgentExtensionsTests +{ + private static readonly Assistant s_assistantDefinition = ModelReaderWriter.Read(BinaryData.FromString( + """ + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1698984975, + "name": "TestAssistant", + "description": "A test assistant", + "model": "gpt-4", + "instructions": "Test instructions", + "tools": [], + "metadata": {} + } + """))!; + + [Fact] + public void AsAIAgent_WithValidOpenAIAssistantAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var clientMock = new Mock(); + var assistantAgent = new OpenAIAssistantAgent(s_assistantDefinition, clientMock.Object); + + // Act + var result = assistantAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullOpenAIAssistantAgent_ThrowsArgumentNullException() + { + // Arrange + OpenAIAssistantAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + var clientMock = new Mock(); + var assistantAgent = new OpenAIAssistantAgent(s_assistantDefinition, clientMock.Object); + + // Act + var result = assistantAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + var clientMock = new Mock(); + var assistantAgent = new OpenAIAssistantAgent(s_assistantDefinition, clientMock.Object); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = assistantAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + var clientMock = new Mock(); + var assistantAgent = new OpenAIAssistantAgent(s_assistantDefinition, clientMock.Object); + var threadId = "test-thread-id"; + var jsonElement = JsonSerializer.SerializeToElement(threadId); + + // Act + var result = assistantAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + Assert.Equal(threadId, threadAdapter.InnerThread.Id); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + var clientMock = new Mock(); + var assistantAgent = new OpenAIAssistantAgent(s_assistantDefinition, clientMock.Object); + var expectedThreadId = "test-thread-id"; + var assistantThread = new OpenAIAssistantAgentThread(clientMock.Object, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = assistantAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } +} diff --git a/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs new file mode 100644 index 000000000000..db5466592435 --- /dev/null +++ b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs @@ -0,0 +1,117 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI.Responses; +using Xunit; + +namespace SemanticKernel.Agents.UnitTests.OpenAI; + +public sealed class OpenAIResponseAgentExtensionsTests +{ + [Fact] + public void AsAIAgent_WithValidOpenAIResponseAgent_ReturnsSemanticKernelAIAgent() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + + // Act + var result = responseAgent.AsAIAgent(); + + // Assert + Assert.NotNull(result); + Assert.IsType(result); + } + + [Fact] + public void AsAIAgent_WithNullOpenAIResponseAgent_ThrowsArgumentNullException() + { + // Arrange + OpenAIResponseAgent nullAgent = null!; + + // Act & Assert + Assert.Throws(() => nullAgent.AsAIAgent()); + } + + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactory() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThreadWithId() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var threadId = "test-agent-id"; + var jsonElement = JsonSerializer.SerializeToElement(threadId); + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + Assert.Equal(threadId, threadAdapter.InnerThread.Id); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesThreadId() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var expectedThreadId = "test-thread-id"; + var responseThread = new OpenAIResponseAgentThread(responseClient, expectedThreadId); + var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); + + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); + Assert.Equal(expectedThreadId, serializedElement.GetString()); + } +} diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AgentFixture.cs index 89ea56fa4e27..fea7e5859e7c 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AgentFixture.cs @@ -4,6 +4,7 @@ using Microsoft.SemanticKernel.Agents; using Microsoft.SemanticKernel.ChatCompletion; using Xunit; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -15,6 +16,8 @@ public abstract class AgentFixture : IAsyncLifetime { public abstract Agent Agent { get; } + public abstract MAAI.AIAgent AIAgent { get; } + public abstract AgentThread AgentThread { get; } public abstract AgentThread CreatedAgentThread { get; } diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AzureAIAgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AzureAIAgentFixture.cs index 29c96bc5e371..958858bcd2cb 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AzureAIAgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/AzureAIAgentFixture.cs @@ -10,6 +10,7 @@ using Microsoft.SemanticKernel.Agents.AzureAI; using Microsoft.SemanticKernel.ChatCompletion; using SemanticKernel.IntegrationTests.TestSettings; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -34,6 +35,8 @@ public class AzureAIAgentFixture : AgentFixture public override Agent Agent => this._agent!; + public override MAAI.AIAgent AIAgent => this._agent!.AsAIAgent(); + public override AgentThread AgentThread => this._thread!; public override AgentThread CreatedAgentThread => this._createdThread!; diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/BedrockAgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/BedrockAgentFixture.cs index d9ba2a333003..e3e738856f22 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/BedrockAgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/BedrockAgentFixture.cs @@ -15,6 +15,7 @@ using Microsoft.SemanticKernel.ChatCompletion; using SemanticKernel.IntegrationTests.TestSettings; using Xunit; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -39,6 +40,8 @@ public sealed class BedrockAgentFixture : AgentFixture, IAsyncDisposable public override Microsoft.SemanticKernel.Agents.Agent Agent => this._agent!; + public override MAAI.AIAgent AIAgent => this._agent!.AsAIAgent(); + public override AgentThread AgentThread => this._thread!; public override AgentThread CreatedAgentThread => this._createdThread!; diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/ChatCompletionAgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/ChatCompletionAgentFixture.cs index f866de16fbf6..fbb0766b86ff 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/ChatCompletionAgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/ChatCompletionAgentFixture.cs @@ -7,6 +7,7 @@ using Microsoft.SemanticKernel.Agents; using Microsoft.SemanticKernel.ChatCompletion; using SemanticKernel.IntegrationTests.TestSettings; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -28,6 +29,8 @@ public class ChatCompletionAgentFixture : AgentFixture public override Agent Agent => this._agent!; + public override MAAI.AIAgent AIAgent => this._agent!.AsAIAgent(); + public override AgentThread AgentThread => this._thread!; public override AgentThread CreatedAgentThread => this._createdThread!; diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIAssistantAgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIAssistantAgentFixture.cs index fbcbda581a9c..053743ab3f78 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIAssistantAgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIAssistantAgentFixture.cs @@ -11,6 +11,7 @@ using Microsoft.SemanticKernel.ChatCompletion; using OpenAI.Assistants; using SemanticKernel.IntegrationTests.TestSettings; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -38,6 +39,8 @@ public class OpenAIAssistantAgentFixture : AgentFixture public override Agent Agent => this._agent!; + public override MAAI.AIAgent AIAgent => this._agent!.AsAIAgent(); + public override AgentThread AgentThread => this._thread!; public override AgentThread CreatedAgentThread => this._createdThread!; diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIResponseAgentFixture.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIResponseAgentFixture.cs index 5a14cd765374..fcc799315508 100644 --- a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIResponseAgentFixture.cs +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/OpenAIResponseAgentFixture.cs @@ -9,6 +9,7 @@ using OpenAI; using OpenAI.Responses; using SemanticKernel.IntegrationTests.TestSettings; +using MAAI = Microsoft.Agents.AI; namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance; @@ -35,6 +36,8 @@ public class OpenAIResponseAgentFixture : AgentFixture public override Agent Agent => this._agent!; + public override MAAI.AIAgent AIAgent => this._agent!.AsAIAgent(); + public override AgentThread AgentThread => this._thread!; public override AgentThread CreatedAgentThread => this._createdThread!; diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/AzureAIAgentAdapterTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/AzureAIAgentAdapterTests.cs new file mode 100644 index 000000000000..e1a08b87a448 --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/AzureAIAgentAdapterTests.cs @@ -0,0 +1,5 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public class AzureAIAgentAdapterTests() : SemanticKernelAIAgentTests(() => new AzureAIAgentFixture()); diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/BedrockAgentAdapterTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/BedrockAgentAdapterTests.cs new file mode 100644 index 000000000000..7e307cd041de --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/BedrockAgentAdapterTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Threading.Tasks; +using Xunit; + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public class BedrockAgentAdapterTests() : SemanticKernelAIAgentTests(() => new BedrockAgentFixture()) +{ + private const string ManualVerificationSkipReason = "This test is for manual verification."; + + [Fact(Skip = ManualVerificationSkipReason)] + public override Task ConvertAndRunAgentAsync() + { + return base.ConvertAndRunAgentAsync(); + } +} diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/ChatCompletionAgentAdapterTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/ChatCompletionAgentAdapterTests.cs new file mode 100644 index 000000000000..e294db9103ca --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/ChatCompletionAgentAdapterTests.cs @@ -0,0 +1,7 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public class ChatCompletionAgentAdapterTests() : SemanticKernelAIAgentTests(() => new ChatCompletionAgentFixture()) +{ +} diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIAssistantAgentAdapterTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIAssistantAgentAdapterTests.cs new file mode 100644 index 000000000000..2e4549528e63 --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIAssistantAgentAdapterTests.cs @@ -0,0 +1,5 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public class OpenAIAssistantAgentAdapterTests() : SemanticKernelAIAgentTests(() => new OpenAIAssistantAgentFixture()); diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIResponseAgentAdapterTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIResponseAgentAdapterTests.cs new file mode 100644 index 000000000000..0bb13b6b92b6 --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/OpenAIResponseAgentAdapterTests.cs @@ -0,0 +1,7 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public class OpenAIResponseAgentAdapterTests() : SemanticKernelAIAgentTests(() => new OpenAIResponseAgentFixture()) +{ +} diff --git a/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/SemanticKernelAIAgentTests.cs b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/SemanticKernelAIAgentTests.cs new file mode 100644 index 000000000000..41aaf3797e26 --- /dev/null +++ b/dotnet/src/IntegrationTests/Agents/CommonInterfaceConformance/SemanticKernelAIAgentConformance/SemanticKernelAIAgentTests.cs @@ -0,0 +1,44 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Threading.Tasks; +using Xunit; + +namespace SemanticKernel.IntegrationTests.Agents.CommonInterfaceConformance.SemanticKernelAIAgentConformance; + +public abstract class SemanticKernelAIAgentTests(Func createAgentFixture) : IAsyncLifetime +{ +#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. + private AgentFixture _agentFixture; +#pragma warning restore CS8618 // Non-nullable field must contain a non-null value when exiting constructor. Consider adding the 'required' modifier or declaring as nullable. + + protected AgentFixture Fixture => this._agentFixture; + + [Fact] + public virtual async Task ConvertAndRunAgentAsync() + { + var aiagent = this.Fixture.AIAgent; + var thread = aiagent.GetNewThread(); + + var result = await aiagent.RunAsync("What is the capital of France?", thread); + Assert.Contains("Paris", result.Text, StringComparison.OrdinalIgnoreCase); + + var serialisedTreadJsonElement = thread.Serialize(); + + var deserializedThread = aiagent.DeserializeThread(serialisedTreadJsonElement); + + var secondResult = await aiagent.RunAsync("And Austria?", deserializedThread); + Assert.Contains("Vienna", secondResult.Text, StringComparison.OrdinalIgnoreCase); + } + + public Task InitializeAsync() + { + this._agentFixture = createAgentFixture(); + return this._agentFixture.InitializeAsync(); + } + + public Task DisposeAsync() + { + return this._agentFixture.DisposeAsync(); + } +} diff --git a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/ChatMessageExtensions.cs b/dotnet/src/InternalUtilities/meai/Extensions/ChatMessageExtensions.cs similarity index 87% rename from dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/ChatMessageExtensions.cs rename to dotnet/src/InternalUtilities/meai/Extensions/ChatMessageExtensions.cs index f9198c46c4c4..b82bfb61f577 100644 --- a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/ChatMessageExtensions.cs +++ b/dotnet/src/InternalUtilities/meai/Extensions/ChatMessageExtensions.cs @@ -1,11 +1,14 @@ // Copyright (c) Microsoft. All rights reserved. using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; using System.Linq; -using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.ChatCompletion; -namespace Microsoft.SemanticKernel.ChatCompletion; +namespace Microsoft.Extensions.AI; +[ExcludeFromCodeCoverage] internal static class ChatMessageExtensions { /// Converts a to a . @@ -22,6 +25,7 @@ internal static ChatMessageContent ToChatMessageContent(this ChatMessage message foreach (AIContent content in message.Contents) { +#pragma warning disable SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. KernelContent? resultContent = content switch { Microsoft.Extensions.AI.TextContent tc => new Microsoft.SemanticKernel.TextContent(tc.Text), @@ -41,6 +45,7 @@ internal static ChatMessageContent ToChatMessageContent(this ChatMessage message result: frc.Result), _ => null }; +#pragma warning restore SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. if (resultContent is not null) { diff --git a/dotnet/src/InternalUtilities/meai/MEAIUtilities.props b/dotnet/src/InternalUtilities/meai/MEAIUtilities.props new file mode 100644 index 000000000000..57f8ec064371 --- /dev/null +++ b/dotnet/src/InternalUtilities/meai/MEAIUtilities.props @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelFunctionInvokingChatClient.cs b/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelFunctionInvokingChatClient.cs index 74a8c24fbe11..5757ad9fb966 100644 --- a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelFunctionInvokingChatClient.cs +++ b/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelFunctionInvokingChatClient.cs @@ -7,7 +7,6 @@ using System.Threading.Tasks; using Microsoft.Extensions.Logging; using Microsoft.SemanticKernel; -using Microsoft.SemanticKernel.ChatCompletion; namespace Microsoft.Extensions.AI; diff --git a/dotnet/src/SemanticKernel.Abstractions/Functions/FunctionResult.cs b/dotnet/src/SemanticKernel.Abstractions/Functions/FunctionResult.cs index 4454c2c0b493..4bc58f6c7156 100644 --- a/dotnet/src/SemanticKernel.Abstractions/Functions/FunctionResult.cs +++ b/dotnet/src/SemanticKernel.Abstractions/Functions/FunctionResult.cs @@ -5,7 +5,6 @@ using System.Globalization; using System.Linq; using Microsoft.Extensions.AI; -using Microsoft.SemanticKernel.ChatCompletion; namespace Microsoft.SemanticKernel; diff --git a/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj b/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj index a048b020e8c4..d69f2d0cc9b5 100644 --- a/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj +++ b/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj @@ -15,6 +15,7 @@ + diff --git a/dotnet/src/SemanticKernel.UnitTests/Extensions/ChatMessageExtensionsTests.cs b/dotnet/src/SemanticKernel.UnitTests/Extensions/ChatMessageExtensionsTests.cs new file mode 100644 index 000000000000..982b4122d06e --- /dev/null +++ b/dotnet/src/SemanticKernel.UnitTests/Extensions/ChatMessageExtensionsTests.cs @@ -0,0 +1,516 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel.ChatCompletion; +using Xunit; + +namespace SemanticKernel.UnitTests.Extensions; + +/// +/// Unit tests for class. +/// +public sealed class ChatMessageExtensionsTests +{ + [Fact] + public void ToChatMessageContentWithTextContentReturnsCorrectChatMessageContent() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.User, "Hello, world!"); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Equal(AuthorRole.User, result.Role); + Assert.Single(result.Items); + var textContent = Assert.IsType(result.Items[0]); + Assert.Equal("Hello, world!", textContent.Text); + } + + [Fact] + public void ToChatMessageContentWithAuthorNameSetsAuthorName() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.Assistant, "Response") + { + AuthorName = "TestAssistant" + }; + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Equal("TestAssistant", result.AuthorName); + } + + [Fact] + public void ToChatMessageContentWithResponseSetsModelIdFromResponse() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.Assistant, "Response"); + var response = new ChatResponse(new[] { chatMessage }) + { + ModelId = "gpt-4" + }; + + // Act + var result = chatMessage.ToChatMessageContent(response); + + // Assert + Assert.NotNull(result); + Assert.Equal("gpt-4", result.ModelId); + } + + [Fact] + public void ToChatMessageContentWithImageDataContentCreatesImageContent() + { + // Arrange + var imageUri = new Uri("data:image/png;base64,SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4Ljc2LjEwMAAAAAAAAAAAAAAA"); + var chatMessage = new ChatMessage(ChatRole.User, [ + new DataContent(imageUri, "image/png") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var imageContent = Assert.IsType(result.Items[0]); + Assert.Equal(imageUri.OriginalString, imageContent.DataUri); + } + + [Fact] + public void ToChatMessageContentWithImageUriContentCreatesImageContent() + { + // Arrange + var imageUri = new Uri("https://example.com/image.jpg"); + var chatMessage = new ChatMessage(ChatRole.User, [ + new UriContent(imageUri, "image/jpeg") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var imageContent = Assert.IsType(result.Items[0]); + Assert.Equal(imageUri, imageContent.Uri); + } + + [Fact] + public void ToChatMessageContentWithAudioDataContentCreatesAudioContent() + { + // Arrange + var audioUri = new Uri("data:audio/mpeg;base64,SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4Ljc2LjEwMAAAAAAAAAAAAAAA"); + var chatMessage = new ChatMessage(ChatRole.User, [ + new DataContent(audioUri, "audio/mpeg") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var audioContent = Assert.IsType(result.Items[0]); + Assert.Equal(audioUri.OriginalString, audioContent.DataUri); + } + + [Fact] + public void ToChatMessageContentWithAudioUriContentCreatesAudioContent() + { + // Arrange + var audioUri = new Uri("http://example.com/audio.wav"); + var chatMessage = new ChatMessage(ChatRole.User, [ + new UriContent(audioUri, "audio/wav") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var audioContent = Assert.IsType(result.Items[0]); + Assert.Equal(audioUri, audioContent.Uri); + } + + [Fact] + public void ToChatMessageContentWithBinaryDataContentCreatesBinaryContent() + { + // Arrange + var dataUri = new Uri("data:application/octet-stream;base64,UklGRiQAAABXQVZFZm10IBAAAAABAAEAQB8AAAB9AAACABAAZGF0YQAAAAA="); + var chatMessage = new ChatMessage(ChatRole.User, [ + new DataContent(dataUri, "application/octet-stream") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var binaryContent = Assert.IsType(result.Items[0]); + Assert.Equal(dataUri.OriginalString, binaryContent.DataUri); + } + + [Fact] + public void ToChatMessageContentWithBinaryUriContentCreatesBinaryContent() + { + // Arrange + var dataUri = new Uri("https://example.com/data.pdf"); + var chatMessage = new ChatMessage(ChatRole.User, [ + new UriContent(dataUri, "application/pdf") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var binaryContent = Assert.IsType(result.Items[0]); + Assert.Equal(dataUri, binaryContent.Uri); + } + + [Fact] + public void ToChatMessageContentWithFunctionCallContentCreatesFunctionCallContent() + { + // Arrange + var arguments = new Dictionary { { "param1", "value1" } }; + var chatMessage = new ChatMessage(ChatRole.Assistant, [ + new Microsoft.Extensions.AI.FunctionCallContent("call-123", "MyFunction", arguments) + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var functionCall = Assert.IsType(result.Items[0]); + Assert.Equal("call-123", functionCall.Id); + Assert.Equal("MyFunction", functionCall.FunctionName); + Assert.NotNull(functionCall.Arguments); + } + + [Fact] + public void ToChatMessageContentWithFunctionResultContentCreatesFunctionResultContent() + { + // Arrange + var functionCallMessage = new ChatMessage(ChatRole.Assistant, [ + new Microsoft.Extensions.AI.FunctionCallContent("call-123", "MyFunction") + ]); + var resultMessage = new ChatMessage(ChatRole.Tool, [ + new Microsoft.Extensions.AI.FunctionResultContent("call-123", "result value") + ]); + var response = new ChatResponse(new[] { functionCallMessage, resultMessage }); + + // Act + var result = resultMessage.ToChatMessageContent(response); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var functionResult = Assert.IsType(result.Items[0]); + Assert.Equal("call-123", functionResult.CallId); + Assert.Equal("MyFunction", functionResult.FunctionName); + Assert.Equal("result value", functionResult.Result); + } + + [Fact] + public void ToChatMessageContentWithMultipleContentItemsCreatesMultipleItems() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.User, [ + new Microsoft.Extensions.AI.TextContent("Hello"), + new Microsoft.Extensions.AI.TextContent("World") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Equal(2, result.Items.Count); + Assert.All(result.Items, item => Assert.IsType(item)); + } + + [Fact] + public void ToChatMessageContentWithAdditionalPropertiesSetsMetadata() + { + // Arrange + var additionalProps = new AdditionalPropertiesDictionary + { + { "customKey", "customValue" } + }; + var chatMessage = new ChatMessage(ChatRole.User, "Test") + { + AdditionalProperties = additionalProps + }; + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.NotNull(result.Metadata); + Assert.True(result.Metadata.ContainsKey("customKey")); + Assert.Equal("customValue", result.Metadata["customKey"]); + } + + [Fact] + public void ToChatMessageContentWithUsageInResponseSetsUsageInMetadata() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.Assistant, "Response"); + var usage = new UsageDetails + { + InputTokenCount = 10, + OutputTokenCount = 20 + }; + var response = new ChatResponse(new[] { chatMessage }) + { + Usage = usage + }; + + // Act + var result = chatMessage.ToChatMessageContent(response); + + // Assert + Assert.NotNull(result); + Assert.NotNull(result.Metadata); + Assert.True(result.Metadata.ContainsKey("Usage")); + Assert.Same(usage, result.Metadata["Usage"]); + } + + [Fact] + public void ToChatMessageContentWithRawRepresentationSetsInnerContent() + { + // Arrange + var rawObject = new { test = "value" }; + var chatMessage = new ChatMessage(ChatRole.User, "Test") + { + RawRepresentation = rawObject + }; + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Same(rawObject, result.InnerContent); + } + + [Fact] + public void ToChatMessageContentWithResponseRawRepresentationUsesResponseRawRepresentation() + { + // Arrange + var messageRaw = new { message = "value" }; + var responseRaw = new { response = "value" }; + var chatMessage = new ChatMessage(ChatRole.User, "Test") + { + RawRepresentation = messageRaw + }; + var response = new ChatResponse(new[] { chatMessage }) + { + RawRepresentation = responseRaw + }; + + // Act + var result = chatMessage.ToChatMessageContent(response); + + // Assert + Assert.NotNull(result); + Assert.Same(responseRaw, result.InnerContent); + } + + [Fact] + public void ToChatMessageContentSetsContentMetadataFromAIContent() + { + // Arrange + var contentProps = new AdditionalPropertiesDictionary { { "contentKey", "contentValue" } }; + var contentRaw = new { content = "raw" }; + var textContent = new Microsoft.Extensions.AI.TextContent("Hello") + { + AdditionalProperties = contentProps, + RawRepresentation = contentRaw + }; + var chatMessage = new ChatMessage(ChatRole.User, [textContent]); + var response = new ChatResponse(new[] { chatMessage }) + { + ModelId = "gpt-4" + }; + + // Act + var result = chatMessage.ToChatMessageContent(response); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var resultContent = result.Items[0]; + Assert.NotNull(resultContent.Metadata); + Assert.Equal("contentValue", resultContent.Metadata["contentKey"]); + Assert.Same(contentRaw, resultContent.InnerContent); + Assert.Equal("gpt-4", resultContent.ModelId); + } + + [Fact] + public void ToChatHistoryWithEmptyCollectionReturnsEmptyChatHistory() + { + // Arrange + var messages = Array.Empty(); + + // Act + var result = messages.ToChatHistory(); + + // Assert + Assert.NotNull(result); + Assert.Empty(result); + } + + [Fact] + public void ToChatHistoryWithMultipleMessagesReturnsCorrectChatHistory() + { + // Arrange + var messages = new[] + { + new ChatMessage(ChatRole.System, "You are a helpful assistant."), + new ChatMessage(ChatRole.User, "Hello!"), + new ChatMessage(ChatRole.Assistant, "Hi there! How can I help you?") + }; + + // Act + var result = messages.ToChatHistory(); + + // Assert + Assert.NotNull(result); + Assert.Equal(3, result.Count); + Assert.Equal(AuthorRole.System, result[0].Role); + Assert.Equal(AuthorRole.User, result[1].Role); + Assert.Equal(AuthorRole.Assistant, result[2].Role); + } + + [Fact] + public void ToChatHistoryPreservesMessageOrder() + { + // Arrange + var messages = new[] + { + new ChatMessage(ChatRole.User, "First"), + new ChatMessage(ChatRole.Assistant, "Second"), + new ChatMessage(ChatRole.User, "Third") + }; + + // Act + var result = messages.ToChatHistory(); + + // Assert + Assert.NotNull(result); + Assert.Equal(3, result.Count); + Assert.Equal("First", ((Microsoft.SemanticKernel.TextContent)result[0].Items[0]).Text); + Assert.Equal("Second", ((Microsoft.SemanticKernel.TextContent)result[1].Items[0]).Text); + Assert.Equal("Third", ((Microsoft.SemanticKernel.TextContent)result[2].Items[0]).Text); + } + + [Fact] + public void ToChatHistoryWithComplexMessagesConvertsAllContent() + { + // Arrange + var imageUri = new Uri("https://example.com/image.png"); + var messages = new[] + { + new ChatMessage(ChatRole.User, [ + new Microsoft.Extensions.AI.TextContent("Look at this image:"), + new UriContent(imageUri, "image/png") + ]) + }; + + // Act + var result = messages.ToChatHistory(); + + // Assert + Assert.NotNull(result); + Assert.Single(result); + Assert.Equal(2, result[0].Items.Count); + Assert.IsType(result[0].Items[0]); + Assert.IsType(result[0].Items[1]); + } + + [Fact] + public void ToChatMessageContentWithNullFunctionCallIdDoesNotThrow() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.Tool, [ + new Microsoft.Extensions.AI.FunctionResultContent("call-456", "result") + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); + var functionResult = Assert.IsType(result.Items[0]); + Assert.Null(functionResult.FunctionName); + } + + [Fact] + public void ToChatMessageContentWithSystemRoleMapsToSystemRole() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.System, "You are helpful."); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Equal(AuthorRole.System, result.Role); + } + + [Fact] + public void ToChatMessageContentWithToolRoleMapsToToolRole() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.Tool, "Tool result"); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Equal(AuthorRole.Tool, result.Role); + } + + [Fact] + public void ToChatMessageContentWithUnknownContentTypeSkipsContent() + { + // Arrange + var chatMessage = new ChatMessage(ChatRole.User, [ + new Microsoft.Extensions.AI.TextContent("Valid text"), + new CustomAIContent() // Unknown content type + ]); + + // Act + var result = chatMessage.ToChatMessageContent(); + + // Assert + Assert.NotNull(result); + Assert.Single(result.Items); // Only the text content should be included + Assert.IsType(result.Items[0]); + } + + /// + /// Custom AI content type for testing unknown content handling + /// + private sealed class CustomAIContent : AIContent + { + } +} From 0ae3794ae867d6083800a09d7c3ad54187329205 Mon Sep 17 00:00:00 2001 From: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> Date: Wed, 15 Oct 2025 14:43:13 +0100 Subject: [PATCH 17/35] .Net: Add Agent Framework Migration Samples (#13251) ### Motivation and Context Bring SK Migration Agent Framework samples into Semantic Kernel repo. --- .../prompts/SemanticKernelToAgentFramework.md | 1639 +++++++++++++++++ dotnet/Directory.Packages.props | 6 +- dotnet/SK-dotnet.slnx | 51 +- ...entOrchestrations_Step01_Concurrent.csproj | 26 + .../Step01_Concurrent/Program.cs | 109 ++ ...entOrchestrations_Step02_Sequential.csproj | 26 + .../Step02_Sequential/Program.cs | 112 ++ .../AgentOrchestrations_Step03_Handoff.csproj | 26 + .../Step03_Handoff/Program.cs | 247 +++ .../AzureAIFoundry_Step01_Basics.csproj | 25 + .../AzureAIFoundry/Step01_Basics/Program.cs | 119 ++ .../AzureAIFoundry_Step02_ToolCall.csproj | 24 + .../AzureAIFoundry/Step02_ToolCall/Program.cs | 134 ++ ...IFoundry_Step03_DependencyInjection.csproj | 24 + .../Step03_DependencyInjection/Program.cs | 150 ++ ...ureAIFoundry_Step04_CodeInterpreter.csproj | 23 + .../Step04_CodeInterpreter/Program.cs | 193 ++ .../AzureOpenAI_Step01_Basics.csproj | 23 + .../AzureOpenAI/Step01_Basics/Program.cs | 99 + .../AzureOpenAI_Step02_ToolCall.csproj | 24 + .../AzureOpenAI/Step02_ToolCall/Program.cs | 82 + ...reOpenAI_Step03_DependencyInjection.csproj | 24 + .../Step03_DependencyInjection/Program.cs | 82 + ...AzureOpenAIAssistants_Step01_Basics.csproj | 23 + .../Step01_Basics/Program.cs | 120 ++ ...ureOpenAIAssistants_Step02_ToolCall.csproj | 23 + .../Step02_ToolCall/Program.cs | 147 ++ ...sistants_Step03_DependencyInjection.csproj | 23 + .../Step03_DependencyInjection/Program.cs | 144 ++ ...AIAssistants_Step04_CodeInterpreter.csproj | 23 + .../Step04_CodeInterpreter/Program.cs | 196 ++ .../AzureOpenAIResponses_Step01_Basics.csproj | 23 + .../Step01_Basics/Program.cs | 100 + ...enAIResponses_Step02_ReasoningModel.csproj | 23 + .../Step02_ReasoningModel/Program.cs | 235 +++ ...zureOpenAIResponses_Step03_ToolCall.csproj | 23 + .../Step03_ToolCall/Program.cs | 76 + ...esponses_Step04_DependencyInjection.csproj | 24 + .../Step04_DependencyInjection/Program.cs | 82 + .../Step01_Basics/OpenAI_Step01_Basics.csproj | 23 + .../OpenAI/Step01_Basics/Program.cs | 99 + .../OpenAI_Step02_ToolCall.csproj | 23 + .../OpenAI/Step02_ToolCall/Program.cs | 97 + .../OpenAI_Step03_DependencyInjection.csproj | 23 + .../Step03_DependencyInjection/Program.cs | 80 + .../OpenAIAssistants_Step01_Basics.csproj | 23 + .../OpenAIAssistants/Step01_Basics/Program.cs | 116 ++ .../OpenAIAssistants_Step02_ToolCall.csproj | 23 + .../Step02_ToolCall/Program.cs | 145 ++ ...sistants_Step03_DependencyInjection.csproj | 23 + .../Step03_DependencyInjection/Program.cs | 142 ++ ...AIAssistants_Step04_CodeInterpreter.csproj | 23 + .../Step04_CodeInterpreter/Program.cs | 192 ++ .../OpenAIResponses_Step01_Basics.csproj | 23 + .../OpenAIResponses/Step01_Basics/Program.cs | 96 + ...enAIResponses_Step02_ReasoningModel.csproj | 23 + .../Step02_ReasoningModel/Program.cs | 231 +++ .../OpenAIResponses_Step03_ToolCall.csproj | 23 + .../Step03_ToolCall/Program.cs | 74 + ...esponses_Step04_DependencyInjection.csproj | 24 + .../Step04_DependencyInjection/Program.cs | 76 + .../Playground/README.md | 20 + .../Playground/SemanticKernelBasic/Program.cs | 89 + .../SemanticKernelBasic.csproj | 27 + .../samples/AgentFrameworkMigration/README.md | 405 ++++ dotnet/samples/README.md | 1 + .../AIAgent/SemanticKernelAIAgent.cs | 21 + .../AIAgent/SemanticKernelAIAgentThread.cs | 10 +- .../AIAgent/SemanticKernelAIAgentTests.cs | 175 ++ .../SemanticKernelAIAgentThreadTests.cs | 77 + 70 files changed, 6975 insertions(+), 5 deletions(-) create mode 100644 .github/upgrades/prompts/SemanticKernelToAgentFramework.md create mode 100644 dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj create mode 100644 dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/Program.cs create mode 100644 dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj create mode 100644 dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/Program.cs create mode 100644 dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj create mode 100644 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dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj create mode 100644 dotnet/samples/AgentFrameworkMigration/README.md diff --git a/.github/upgrades/prompts/SemanticKernelToAgentFramework.md b/.github/upgrades/prompts/SemanticKernelToAgentFramework.md new file mode 100644 index 000000000000..2f2a6886c7f9 --- /dev/null +++ b/.github/upgrades/prompts/SemanticKernelToAgentFramework.md @@ -0,0 +1,1639 @@ +# Instructions for migrating from Semantic Kernel Agents to Agent Framework in .NET projects. + +## Scope + +When you are asked to migrate a project from `Microsoft.SemanticKernel.Agents` to `Microsoft.Agents.AI` you need to determine for which projects you need to do it. +If a single project is specified - do it for that project only. If you are asked to do it for a solution, migrate all projects in the solution +that reference `Microsoft.SemanticKernel.Agents` or related Semantic Kernel agent packages. If you don't know which projects to migrate, ask the user. + +## Things to consider while doing migration + +- NuGet package names, assembly names, projects names or other dependencies names are case insensitive(!). You ***must take it into account*** when doing something + with project dependencies, like searching for dependencies or when removing them from projects etc. +- Agent Framework uses different namespace patterns and API structures compared to Semantic Kernel Agents +- Text-based heuristics should be avoided in favor of proper content type inspection when available. + +## Planning + +For each project that needs to be migrated, you need to do the following: + + +- Find projects depending on `Microsoft.SemanticKernel.Agents` or related Semantic Kernel agent packages (when searching for projects, if some projects are not part of the + solution or you could not find the project, notify user and continue with other projects). +- Identify the specific Semantic Kernel agent types being used: + - `ChatCompletionAgent` → `ChatClientAgent` + - `OpenAIAssistantAgent` → `assistantsClient.CreateAIAgent()` (via OpenAI Assistants client extension) + - `AzureAIAgent` → `persistentAgentsClient.CreateAIAgent()` (via Azure AI Foundry client extension) + - `OpenAIResponseAgent` → `responsesClient.CreateAIAgent()` (via OpenAI Responses client extension) + - `A2AAgent` → `AIAgent` (via A2A card resolver) + - `BedrockAgent` → Custom implementation required (not supported) +- Determine if agents are being created new or retrieved from hosted services: + - **New agents**: Use `CreateAIAgent()` methods + - **Existing hosted agents**: Use `GetAIAgent(agentId)` methods for OpenAI Assistants and Azure AI Foundry + + +- Determine the AI provider being used (OpenAI, Azure OpenAI, Azure AI Foundry, etc.) +- Analyze tool/function registration patterns +- Review thread management and invocation patterns + +## Execution + +***Important***: when running steps in this section you must not pause, you must continue until you are done with all steps or you are truly unable to +continue and need user's interaction (you will be penalized if you stop unnecessarily). + +Keep in mind information in the next section about differences and follow these steps in the order they are specified (you will be penalized if you do steps +below in wrong order or skip any of them): + +1. For each project that has an explicit package dependency to Semantic Kernel agent packages in the project file or some imported MSBuild targets (some + project could receive package dependencies transitively, so avoid adding new package dependencies for such projects), do the following: + +- Remove the Semantic Kernel agent package references from the project file: + - `Microsoft.SemanticKernel.Agents.Core` + - `Microsoft.SemanticKernel.Agents.OpenAI` + - `Microsoft.SemanticKernel.Agents.AzureAI` + - `Microsoft.SemanticKernel` (if only used for agents) +- Add the appropriate Agent Framework package references based on the provider being used: + - `Microsoft.Agents.AI.Abstractions` (always required) + - `Microsoft.Agents.AI.OpenAI` (for OpenAI and Azure OpenAI providers) + - For unsupported providers (Bedrock, CopilotStudio), note in the report that custom implementation is required +- If projects use Central Package Management, update the `Directory.Packages.props` file to remove the Semantic Kernel agent package versions in addition to + removing package reference from projects. + When adding the Agent Framework PackageReferences, add them to affected project files without a version and add PackageVersion elements to the + Directory.Packages.props file with the version that supports the project's target framework. + +2. Update code files using Semantic Kernel Agents in the selected projects (and in projects that depend on them since they could receive Semantic Kernel transitively): + +- Find ***all*** code files in the selected projects (and in projects that depend on them since they could receive Semantic Kernel transitively). + When doing search of code files that need changes, prefer calling search tools with `upgrade_` prefix if available. Also do pass project's root folder for all + selected projects or projects that depend on them. +- Update the code files that use Semantic Kernel Agents to use Agent Framework instead. You never should add placeholders when updating code, or remove any comments in the code files, + you must keep the business logic as close as possible to the original code but use new API. When checking if code file needs to be updated, you should check for + using statements, types and API from `Microsoft.SemanticKernel.Agents` namespace (skip comments and string literal constants). +- Ensure that you replace all Semantic Kernel agent using statements with Agent Framework using statements (always check if there are any other Semantic Kernel agent + API used in the file having any of the Semantic Kernel agent using statements; if no other API detected, Semantic Kernel agent using statements should be just removed + instead of replaced). If there were no Semantic Kernel agent using statements in the file, do not add Agent Framework using statements. +- When replacing types you must ensure that you add using statements for them, since some types that lived in main `Microsoft.SemanticKernel.Agents` namespace live in other namespaces + under `Microsoft.Agents.AI`. For example, `Microsoft.SemanticKernel.Agents.ChatCompletionAgent` is replaced with `Microsoft.Agents.AI.ChatClientAgent`, when that + happens using statement with `Microsoft.Agents.AI` needs to be added (unless you use fully qualified type name) +- If you see some code that really cannot be converted or will have potential behavior changes at runtime, remember files and code lines where it + happens at the end of the migration process you will generate a report markdown file and list all follow up steps user would have to do. + +3. Validate that all places where Semantic Kernel Agents were used are migrated. To do that search for `Microsoft.SemanticKernel.Agents` in all affected projects and projects that depend + on them again and if still see any Semantic Kernel agent presence go back to step 2. Steps 2 and 3 should be repeated until you see no Semantic Kernel agent references. + +4. Build all modified projects to ensure that they compile without errors. If there are any build errors, you must fix them all yourself one by one and + don't stop until all errors are fixed without breaking any of the migration guidance. + +5. **Validate Migration**: Use the validation checklist below to ensure complete migration. + +6. Generate the report file under `\.github folder`, the file name should be `SemanticKernelToAgentFrameworkReport.md`, it is highly important that + you generate report when migration complete. Report should contain: + - all project dependencies changes (mention what was changed, added or removed, including provider-specific packages) + - all code files that were changed (mention what was changed in the file, if it was not changed, just mention that the file was not changed) + - provider-specific migration patterns used (OpenAI, Azure OpenAI, Azure AI Foundry, A2A, ONNX, etc.) + - all cases where you could not convert the code because of unsupported features and you were unable to find a workaround + - unsupported providers that require custom implementation (Bedrock, CopilotStudio) + - breaking glass pattern migrations (InnerContent → RawRepresentation) and any CodeInterpreter or advanced tool usage + - all behavioral changes that have to be verified at runtime + - provider-specific configuration changes that may affect behavior + - all follow up steps that user would have to do in the report markdown file + +## Migration Validation Checklist + +After completing migration, verify these specific items: + +1. **Compilation**: Execute `dotnet build` on all modified projects - zero errors required +2. **Namespace Updates**: Confirm all `using Microsoft.SemanticKernel.Agents` statements are replaced +3. **Method Calls**: Verify all `InvokeAsync` calls are changed to `RunAsync` +4. **Return Types**: Confirm handling of `AgentRunResponse` instead of `IAsyncEnumerable>` +5. **Thread Creation**: Validate all thread creation uses `agent.GetNewThread()` pattern +6. **Tool Registration**: Ensure `[KernelFunction]` attributes are removed and `AIFunctionFactory.Create()` is used +7. **Options Configuration**: Verify `AgentRunOptions` or `ChatClientAgentRunOptions` replaces `AgentInvokeOptions` +8. **Breaking Glass**: Test `RawRepresentation` access replaces `InnerContent` access + +## Detailed information about differences in Semantic Kernel Agents and Agent Framework + + +Agent Framework provides functionality for creating and managing AI agents through the Microsoft.Extensions.AI package ecosystem. The framework uses different APIs and patterns compared to Semantic Kernel Agents. + +Key API differences: +- Agent creation: Remove Kernel dependency, use direct client-based creation +- Method names: `InvokeAsync` → `RunAsync`, `InvokeStreamingAsync` → `RunStreamingAsync` +- Return types: `IAsyncEnumerable>` → `AgentRunResponse` +- Thread creation: Provider-specific constructors → `agent.GetNewThread()` +- Tool registration: `KernelPlugin` system → Direct `AIFunction` registration +- Options: `AgentInvokeOptions` → Provider-specific run options (e.g., `ChatClientAgentRunOptions`) + + + +Configuration patterns have changed from Kernel-based to direct client configuration: +- Remove `Kernel.CreateBuilder()` patterns +- Replace with provider-specific client creation +- Update namespace imports from `Microsoft.SemanticKernel.Agents` to `Microsoft.Agents.AI` +- Change tool registration from attribute-based to factory-based + + +### Exact API Mappings + + +Replace these Semantic Kernel agent classes with their Agent Framework equivalents: + +| Semantic Kernel Class | Agent Framework Replacement | Constructor Changes | +|----------------------|----------------------------|-------------------| +| `IChatCompletionService` | `IChatClient` | Convert to `IChatClient` using `chatService.AsChatClient()` extensions | +| `ChatCompletionAgent` | `ChatClientAgent` | Remove `Kernel` parameter, add `IChatClient` parameter | +| `OpenAIAssistantAgent` | `AIAgent` (via extension) | **New**: `OpenAIClient.GetAssistantClient().CreateAIAgent()`
**Existing**: `OpenAIClient.GetAssistantClient().GetAIAgent(assistantId)` | +| `AzureAIAgent` | `AIAgent` (via extension) | **New**: `PersistentAgentsClient.CreateAIAgent()`
**Existing**: `PersistentAgentsClient.GetAIAgent(agentId)` | +| `OpenAIResponseAgent` | `AIAgent` (via extension) | Replace with `OpenAIClient.GetOpenAIResponseClient().CreateAIAgent()` | +| `A2AAgent` | `AIAgent` (via extension) | Replace with `A2ACardResolver.GetAIAgentAsync()` | +| `BedrockAgent` | Not supported | Custom implementation required | + +**Important distinction:** +- **CreateAIAgent()**: Use when creating new agents in the hosted service +- **GetAIAgent(agentId)**: Use when retrieving existing agents from the hosted service + + + +Replace these method calls: + +| Semantic Kernel Method | Agent Framework Method | Parameter Changes | +|----------------------|----------------------|------------------| +| `agent.InvokeAsync(message, thread, options)` | `agent.RunAsync(message, thread, options)` | Same parameters, different return type | +| `agent.InvokeStreamingAsync(message, thread, options)` | `agent.RunStreamingAsync(message, thread, options)` | Same parameters, different return type | +| `new ChatHistoryAgentThread()` | `agent.GetNewThread()` | No parameters needed | +| `new OpenAIAssistantAgentThread(client)` | `agent.GetNewThread()` | No parameters needed | +| `new AzureAIAgentThread(client)` | `agent.GetNewThread()` | No parameters needed | +| `thread.DeleteAsync()` | Provider-specific cleanup | Use provider client directly | + +Return type changes: +- `IAsyncEnumerable>` → `AgentRunResponse` +- `IAsyncEnumerable` → `IAsyncEnumerable` + + + +Replace these configuration patterns: + +| Semantic Kernel Pattern | Agent Framework Pattern | +|------------------------|------------------------| +| `AgentInvokeOptions` | `AgentRunOptions`
**ChatClientAgent**: `ChatClientAgentRunOptions` | +| `KernelArguments` | If no arguments are provided, do nothing. If arguments are provided, template is not supported and the prompt must be rendered before calling agent | +| `[KernelFunction]` attribute | Remove attribute, use `AIFunctionFactory.Create()` | +| `KernelPlugin` registration | Direct function list in agent creation | +| `InnerContent` property | `RawRepresentation` property | +| `content.Metadata` property | `AdditionalProperties` property | + + + +### Functional Differences + +Agent Framework changes these behaviors compared to Semantic Kernel Agents: + +1. **Thread Management**: Agent Framework automatically manages thread state. Semantic Kernel required manual thread updates in some scenarios (e.g., OpenAI Responses). + +2. **Return Types**: + - Non-streaming: Returns single `AgentRunResponse` instead of `IAsyncEnumerable>` + - Streaming: Returns `IAsyncEnumerable` instead of `IAsyncEnumerable` + +3. **Tool Registration**: Agent Framework uses direct function registration without requiring `[KernelFunction]` attributes. + +4. **Usage Metadata**: Agent Framework provides unified `UsageDetails` access via `response.Usage` and `update.Contents.OfType()`. + +5. **Breaking Glass**: Access underlying SDK objects via `RawRepresentation` instead of `InnerContent`. + + +### Namespace Updates + + +Replace these exact namespace imports: + +**Remove these Semantic Kernel namespaces:** +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Agents.AzureAI; +using Microsoft.SemanticKernel.Agents.A2A; +using Microsoft.SemanticKernel.Connectors.OpenAI; +``` + +**Add these Agent Framework namespaces:** +```csharp +using Microsoft.Extensions.AI; +using Microsoft.Agents.AI; +// Provider-specific namespaces (add only if needed): +using OpenAI; // For OpenAI provider +using Azure.AI.OpenAI; // For Azure OpenAI provider +using Azure.AI.Agents.Persistent; // For Azure AI Foundry provider +using Azure.Identity; // For Azure authentication +``` + + +### Chat Completion Abstractions + + + +**Replace this Semantic Kernel pattern:** +```csharp +Kernel kernel = Kernel.CreateBuilder() + .AddOpenAIChatCompletion(modelId, apiKey) + .Build(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; +``` + +**With this Agent Framework pattern:** +```csharp +// Method 1: Direct constructor +IChatClient chatClient = new OpenAIClient(apiKey).GetChatClient(modelId).AsIChatClient(); +AIAgent agent = new ChatClientAgent(chatClient, instructions: "You are a helpful assistant"); + +// Method 2: Extension method (recommended) +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: "You are a helpful assistant"); +``` + + +### Chat Completion Service + + + +**Replace this Semantic Kernel pattern:** + +```csharp +IChatCompletionService completionService = kernel.GetService(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; +``` + +**With this Agent Framework pattern:** + +Agent Framework does not support `IChatCompletionService` directly. Instead, use `IChatClient` as the common abstraction +converting from `IChatCompletionService` to `IChatClient` via `AsChatClient()` extension method or creating a new `IChatClient` + instance directly using the provider package dedicated extensions. + +```csharp +IChatCompletionService completionService = kernel.GetService(); +IChatClient chatClient = completionService.AsChatClient(); + +var agent = new ChatClientAgent(chatClient, instructions: "You are a helpful assistant"); +``` + + +### Agent Creation Transformation + + + +**Replace this Semantic Kernel pattern:** +```csharp +Kernel kernel = Kernel.CreateBuilder() + .AddOpenAIChatClient(modelId, apiKey) + .Build(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; +``` + +**With this Agent Framework pattern:** +```csharp +// Method 1: Direct constructor (OpenAI/AzureOpenAI Package specific) +IChatClient chatClient = new OpenAIClient(apiKey).GetChatClient(modelId).AsIChatClient(); +AIAgent agent = new ChatClientAgent(chatClient, instructions: "You are a helpful assistant"); + +// Method 2: Extension method (recommended) +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: "You are a helpful assistant"); +``` + +**Required changes:** +1. Remove `Kernel.CreateBuilder()` and `.Build()` calls +2. Replace `ChatCompletionAgent` with `ChatClientAgent` or use extension methods +3. Remove `Kernel` property assignment +4. Pass `IChatClient` directly to constructor or use extension methods + + +### Thread Management Transformation + + +**Replace these Semantic Kernel thread creation patterns:** +```csharp +// Remove these provider-specific thread constructors: +AgentThread thread = new ChatHistoryAgentThread(); +AgentThread thread = new OpenAIAssistantAgentThread(assistantClient); +AgentThread thread = new AzureAIAgentThread(azureClient); +``` + +**With this unified Agent Framework pattern:** +```csharp +// Use this single pattern for all agent types: +AgentThread thread = agent.GetNewThread(); +``` + +**Required changes:** +1. Remove all `new [Provider]AgentThread()` constructor calls +2. Replace with `agent.GetNewThread()` method call +3. Remove provider client parameters from thread creation +4. Use the same pattern regardless of agent provider type + + +### Tool Registration Transformation + + +**Replace this Semantic Kernel tool registration pattern:** +```csharp +[KernelFunction] // Remove this attribute +[Description("Get the weather for a location")] +static string GetWeather(string location) => $"Weather in {location}"; + +KernelFunction kernelFunction = KernelFunctionFactory.CreateFromMethod(GetWeather); +KernelPlugin kernelPlugin = KernelPluginFactory.CreateFromFunctions("WeatherPlugin", [kernelFunction]); +kernel.Plugins.Add(kernelPlugin); + +ChatCompletionAgent agent = new() { Kernel = kernel }; +``` + +**With this Agent Framework pattern:** +```csharp +[Description("Get the weather for a location")] // Keep Description attribute +static string GetWeather(string location) => $"Weather in {location}"; + +AIAgent agent = chatClient.CreateAIAgent( + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); +``` + +**Required changes:** +1. Remove `[KernelFunction]` attributes from methods +2. Keep `[Description]` attributes for function descriptions +3. Remove `KernelFunctionFactory.CreateFromMethod()` calls +4. Remove `KernelPluginFactory.CreateFromFunctions()` calls +5. Remove `kernel.Plugins.Add()` calls +6. Replace with `AIFunctionFactory.Create()` in tools parameter +7. Pass tools directly to agent creation method + + +### Invocation Method Transformation + + +**Replace this Semantic Kernel non-streaming pattern:** +```csharp +await foreach (AgentResponseItem item in agent.InvokeAsync(userInput, thread, options)) +{ + Console.WriteLine(item.Message); +} +``` + +**With this Agent Framework non-streaming pattern:** +```csharp +AgentRunResponse result = await agent.RunAsync(userInput, thread, options); +Console.WriteLine(result); +``` + +**Replace this Semantic Kernel streaming pattern:** +```csharp +await foreach (StreamingChatMessageContent update in agent.InvokeStreamingAsync(userInput, thread, options)) +{ + Console.Write(update.Message); +} +``` + +**With this Agent Framework streaming pattern:** +```csharp +await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(userInput, thread, options)) +{ + Console.Write(update); +} +``` + +**Required changes:** +1. Replace `agent.InvokeAsync()` with `agent.RunAsync()` +2. Replace `agent.InvokeStreamingAsync()` with `agent.RunStreamingAsync()` +3. Change return type handling from `IAsyncEnumerable>` to `AgentRunResponse` +4. Change streaming type from `StreamingChatMessageContent` to `AgentRunResponseUpdate` +5. Remove `await foreach` for non-streaming calls +6. Access message content directly from result object instead of iterating + + +### Options and Configuration Transformation + + +**Replace this Semantic Kernel options pattern:** +```csharp +OpenAIPromptExecutionSettings settings = new() { MaxTokens = 1000 }; +AgentInvokeOptions options = new() { KernelArguments = new(settings) }; +``` + +**With this Agent Framework options pattern:** +```csharp +ChatClientAgentRunOptions options = new(new ChatOptions { MaxOutputTokens = 1000 }); +``` + +**Required changes:** +1. Remove `OpenAIPromptExecutionSettings` (or other provider-specific settings) +2. Remove `AgentInvokeOptions` wrapper +3. Remove `KernelArguments` wrapper +4. Replace with `ChatClientAgentRunOptions` containing `ChatOptions` +5. Update property names: `MaxTokens` → `MaxOutputTokens` +6. Pass options directly to `RunAsync()` or `RunStreamingAsync()` methods + + +### Dependency Injection Transformation + + +**Replace this Semantic Kernel DI pattern:** + +Different providers require different kernel extensions: + +```csharp +services.AddKernel().AddOpenAIChatClient(modelId, apiKey); +services.AddTransient(sp => new() +{ + Kernel = sp.GetRequiredService(), + Instructions = "You are helpful" +}); +``` + +**With this Agent Framework DI pattern:** +```csharp +services.AddTransient(sp => + new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: "You are helpful")); +``` + +**Required changes:** +1. Remove `services.AddKernel()` registration +2. Remove provider-specific kernel extensions (e.g., `.AddOpenAIChatClient()`) +3. Replace `ChatCompletionAgent` with `AIAgent` in service registration +4. Remove `Kernel` dependency from constructor +5. Use direct client creation and extension methods +6. Remove `sp.GetRequiredService()` calls + + +### Thread Cleanup Transformation + + +**Replace this Semantic Kernel cleanup pattern:** +```csharp +await thread.DeleteAsync(); // For hosted threads +``` + +**With these Agent Framework cleanup patterns:** + +For every thread created if there's intent to cleanup, the caller should track all the created threads for the provider that support hosted threads for cleanup purposes. + +```csharp +// For OpenAI Assistants (when cleanup is needed): +var assistantClient = new OpenAIClient(apiKey).GetAssistantClient(); +await assistantClient.DeleteThreadAsync(thread.ConversationId); + +// For Azure AI Foundry (when cleanup is needed): +var persistentClient = new PersistentAgentsClient(endpoint, credential); +await persistentClient.Threads.DeleteThreadAsync(thread.ConversationId); + +// No thread and agent cleanup is needed for non-hosted agent providers like +// - Azure OpenAI Chat Completion +// - OpenAI Chat Completion +// - Azure OpenAI Responses +// - OpenAI Responses +``` + +**Required changes:** +1. Remove `thread.DeleteAsync()` calls +2. Use provider-specific client for cleanup when required +3. Access thread ID via `thread.ConversationId` property +4. Only implement cleanup for providers that require it (Assistants, Azure AI Foundry) + + +### Provider-Specific Creation Patterns + + +Use these exact patterns for each provider: + +**OpenAI Chat Completion:** +```csharp +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: instructions); +``` + +**OpenAI Assistants (New):** +```csharp +AIAgent agent = new OpenAIClient(apiKey) + .GetAssistantClient() + .CreateAIAgent(modelId, instructions: instructions); +``` + +**OpenAI Assistants (Existing):** +```csharp +AIAgent agent = new OpenAIClient(apiKey) + .GetAssistantClient() + .GetAIAgent(assistantId); +``` + +**Azure OpenAI:** +```csharp +AIAgent agent = new AzureOpenAIClient(endpoint, credential) + .GetChatClient(deploymentName) + .CreateAIAgent(instructions: instructions); +``` + +**Azure AI Foundry (New):** +```csharp +AIAgent agent = new PersistentAgentsClient(endpoint, credential) + .CreateAIAgent(model: deploymentName, instructions: instructions); +``` + +**Azure AI Foundry (Existing):** +```csharp +AIAgent agent = await new PersistentAgentsClient(endpoint, credential) + .GetAIAgentAsync(agentId); +``` + +**A2A:** +```csharp +A2ACardResolver resolver = new(new Uri(agentHost)); +AIAgent agent = await resolver.GetAIAgentAsync(); +``` + + +### Complete Migration Examples + +#### Basic Agent Creation Transformation + +**Replace this complete Semantic Kernel pattern:** +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; + +Kernel kernel = Kernel.CreateBuilder() + .AddOpenAIChatClient(modelId, apiKey) + .Build(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are helpful", + Kernel = kernel +}; + +AgentThread thread = new ChatHistoryAgentThread(); +``` + +**With this complete Agent Framework pattern:** +```csharp +using Microsoft.Agents.AI; +using OpenAI; + +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: "You are helpful"); + +AgentThread thread = agent.GetNewThread(); +``` + + +#### Tool Registration Transformation + +**Replace this complete Semantic Kernel tool pattern:** +```csharp +[KernelFunction] // Remove this attribute +[Description("Get weather information")] +static string GetWeather([Description("Location")] string location) + => $"Weather in {location}"; + +KernelFunction function = KernelFunctionFactory.CreateFromMethod(GetWeather); +KernelPlugin plugin = KernelPluginFactory.CreateFromFunctions("Weather", [function]); +kernel.Plugins.Add(plugin); +``` + +**With this complete Agent Framework tool pattern:** +```csharp +[Description("Get weather information")] // Keep this attribute +static string GetWeather([Description("Location")] string location) + => $"Weather in {location}"; + +AIAgent agent = chatClient.CreateAIAgent( + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); +``` + + +#### Agent Invocation Transformation + +**Replace this complete Semantic Kernel invocation pattern:** +```csharp +OpenAIPromptExecutionSettings settings = new() { MaxTokens = 1000 }; +AgentInvokeOptions options = new() { KernelArguments = new(settings) }; + +await foreach (var result in agent.InvokeAsync(input, thread, options)) +{ + Console.WriteLine(result.Message); +} +``` + +**With this complete Agent Framework invocation pattern:** +```csharp +ChatClientAgentRunOptions options = new(new ChatOptions { MaxOutputTokens = 1000 }); + +AgentRunResponse result = await agent.RunAsync(input, thread, options); +Console.WriteLine(result); + +// Access underlying content when needed: +var chatResponse = result.RawRepresentation as ChatResponse; +// Access underlying SDK objects via chatResponse?.RawRepresentation +``` + + +### Usage Metadata Transformation + + +**Replace this Semantic Kernel non-streaming usage pattern:** +```csharp +await foreach (var result in agent.InvokeAsync(input, thread, options)) +{ + if (result.Message.Metadata?.TryGetValue("Usage", out object? usage) ?? false) + { + if (usage is ChatTokenUsage openAIUsage) + { + Console.WriteLine($"Tokens: {openAIUsage.TotalTokenCount}"); + } + } +} +``` + +**With this Agent Framework non-streaming usage pattern:** +```csharp +AgentRunResponse result = await agent.RunAsync(input, thread, options); +Console.WriteLine($"Tokens: {result.Usage.TotalTokenCount}"); +``` + +**Replace this Semantic Kernel streaming usage pattern:** +```csharp +await foreach (StreamingChatMessageContent response in agent.InvokeStreamingAsync(message, agentThread)) +{ + if (response.Metadata?.TryGetValue("Usage", out object? usage) ?? false) + { + if (usage is ChatTokenUsage openAIUsage) + { + Console.WriteLine($"Tokens: {openAIUsage.TotalTokenCount}"); + } + } +} +``` + +**With this Agent Framework streaming usage pattern:** +```csharp +await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(input, thread, options)) +{ + if (update.Contents.OfType().FirstOrDefault() is { } usageContent) + { + Console.WriteLine($"Tokens: {usageContent.Details.TotalTokenCount}"); + } +} +``` + + + + +### Breaking Glass Pattern Transformation + + +**Replace this Semantic Kernel breaking glass pattern:** +```csharp +await foreach (var content in agent.InvokeAsync(userInput, thread)) +{ + UnderlyingSdkType? underlyingChatMessage = content.Message.InnerContent as UnderlyingSdkType; +} +``` + +**With this Agent Framework breaking glass pattern:** +```csharp +var agentRunResponse = await agent.RunAsync(userInput, thread); + +// If the agent uses a ChatClient the first breaking glass probably will be a Microsoft.Extensions.AI.ChatResponse +ChatResponse? chatResponse = agentRunResponse.RawRepresentation as ChatResponse; + +// If thats the case, to access the underlying SDK types you will need to break glass again. +UnderlyingSdkType? underlyingChatMessage = chatResponse?.RawRepresentation as UnderlyingSdkType; +``` + +**Required changes:** +1. Replace `InnerContent` property access with `RawRepresentation` property access +2. Cast `RawRepresentation` to appropriate type expected +3. If the `RawRepresentation` is a `Microsoft.Extensions.AI` type, break glass again to access the underlying SDK types + + +#### CodeInterpreter Tool Transformation + + +**Replace this Semantic Kernel CodeInterpreter pattern:** +```csharp +await foreach (var content in agent.InvokeAsync(userInput, thread)) +{ + bool isCode = content.Message.Metadata?.ContainsKey(AzureAIAgent.CodeInterpreterMetadataKey) ?? false; + Console.WriteLine($"# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}"); + + // Process annotations + foreach (var item in content.Message.Items) + { + if (item is AnnotationContent annotation) + { + Console.WriteLine($"[{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}"); + } + else if (item is FileReferenceContent fileReference) + { + Console.WriteLine($"[{item.GetType().Name}] File #{fileReference.FileId}"); + } + } +} +``` + +**With this Agent Framework CodeInterpreter pattern:** +```csharp +var result = await agent.RunAsync(userInput, thread); +Console.WriteLine(result); + +// Extract chat response MEAI type via first level breaking glass +var chatResponse = result.RawRepresentation as ChatResponse; + +// Extract underlying SDK updates via second level breaking glass +var underlyingStreamingUpdates = chatResponse?.RawRepresentation as IEnumerable ?? []; + +StringBuilder generatedCode = new(); +foreach (object? underlyingUpdate in underlyingStreamingUpdates ?? []) +{ + if (underlyingUpdate is RunStepDetailsUpdate stepDetailsUpdate && stepDetailsUpdate.CodeInterpreterInput is not null) + { + generatedCode.Append(stepDetailsUpdate.CodeInterpreterInput); + } +} + +if (!string.IsNullOrEmpty(generatedCode.ToString())) +{ + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); +} +``` + +**Functional differences:** +1. Code interpreter output is separate from text content, not a metadata property +2. Access code via `RunStepDetailsUpdate.CodeInterpreterInput` instead of metadata +3. Use breaking glass pattern to access underlying SDK objects +4. Process text content and code interpreter output independently + + +#### Provider-Specific Options Configuration + + +For advanced model settings not available in `ChatOptions`, use the `RawRepresentationFactory` property: + +```csharp +var agentOptions = new ChatClientAgentRunOptions(new ChatOptions +{ + MaxOutputTokens = 8000, + // Breaking glass to access provider-specific options + RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions() + { + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } +}); +``` + +**Use this pattern when:** +1. Standard `ChatOptions` properties don't cover required model settings +2. Provider-specific configuration is needed (e.g., reasoning effort level) +3. Advanced SDK features need to be accessed + + +#### Type-Safe Extension Methods + + +Use provider-specific extension methods for safer breaking glass access: + +```csharp +using OpenAI; // Brings in extension methods + +// Type-safe extraction of OpenAI ChatCompletion +var chatCompletion = result.AsChatCompletion(); + +// Access underlying OpenAI objects safely +var openAIResponse = chatCompletion.GetRawResponse(); +``` + +**Available extension methods:** +- `result.AsChatCompletion()` for OpenAI providers +- `result.GetRawResponse()` for accessing underlying SDK responses +- Provider-specific extensions for type-safe casting + + + + +### Common Migration Issues and Solutions + + +**Issue: Missing Using Statements** +- **Problem**: Compilation errors due to missing namespace imports +- **Solution**: Add `using Microsoft.Agents.AI;` and remove `using Microsoft.SemanticKernel.Agents;` + +**Issue: Tool Function Signatures** +- **Problem**: `[KernelFunction]` attributes cause compilation errors +- **Solution**: Remove `[KernelFunction]` attributes, keep `[Description]` attributes + +**Issue: Thread Type Mismatches** +- **Problem**: Provider-specific thread constructors not found +- **Solution**: Replace all thread constructors with `agent.GetNewThread()` + +**Issue: Options Configuration** +- **Problem**: `AgentInvokeOptions` type not found +- **Solution**: Replace with `AgentRunOptions` or `ChatClientAgentRunOptions` containing `ChatOptions` + +**Issue: Dependency Injection** +- **Problem**: `Kernel` service registration not found +- **Solution**: Remove `services.AddKernel()`, use direct client registration + + +### Migration Execution Steps + + +1. **Update Package References**: Remove SK packages, add AF packages per provider +2. **Update Namespaces**: Replace SK namespaces with AF namespaces +3. **Update Agent Creation**: Remove Kernel, use direct client creation +4. **Update Method Calls**: Replace `InvokeAsync` with `RunAsync` +5. **Update Thread Creation**: Replace provider-specific constructors with `GetNewThread()` +6. **Update Tool Registration**: Remove attributes, use `AIFunctionFactory.Create()` +7. **Update Options**: Replace `AgentInvokeOptions` with provider-specific options +8. **Test and Validate**: Compile and test all functionality + + +## Provider-Specific Migration Patterns + + +The following sections provide detailed migration patterns for each supported provider, covering package references, agent creation patterns, and provider-specific configurations. + + +### 1. OpenAI Chat Completion Migration + + +**Remove Semantic Kernel Packages:** +```xml + +``` + +**Add Agent Framework Packages:** +```xml + +``` + + +**Before (Semantic Kernel):** +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; + +Kernel kernel = Kernel.CreateBuilder() + .AddOpenAIChatClient(modelId, apiKey) + .Build(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; + +AgentThread thread = new ChatHistoryAgentThread(); +``` + +**After (Agent Framework):** +```csharp +using Microsoft.Agents.AI; +using OpenAI; + +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: "You are a helpful assistant"); + +AgentThread thread = agent.GetNewThread(); +``` + +### 2. Azure OpenAI Chat Completion Migration + + +**Remove Semantic Kernel Packages:** +```xml + + + +``` + +**Add Agent Framework Packages:** +```xml + + + +``` + +**Note**: If not using `AzureCliCredential`, you can use `ApiKeyCredential` instead without the `Azure.Identity` package. + + +**Before (Semantic Kernel):** +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Azure.Identity; + +Kernel kernel = Kernel.CreateBuilder() + .AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()) + .Build(); + +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; +``` + +**After (Agent Framework):** +```csharp +using Microsoft.Agents.AI; +using Azure.AI.OpenAI; +using Azure.Identity; + +AIAgent agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetChatClient(deploymentName) + .CreateAIAgent(instructions: "You are a helpful assistant"); +``` + +### 3. OpenAI Assistants Migration + + +**Remove Semantic Kernel Packages:** +```xml + +``` + +**Add Agent Framework Packages:** +```xml + +``` + + + +**Replace this Semantic Kernel pattern:** +```csharp +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI.Assistants; + +AssistantClient assistantClient = new(apiKey); +Assistant assistant = await assistantClient.CreateAssistantAsync( + modelId, + instructions: "You are a helpful assistant"); + +OpenAIAssistantAgent agent = new(assistant, assistantClient) +{ + Kernel = kernel +}; + +AgentThread thread = new OpenAIAssistantAgentThread(assistantClient); +``` + +**With this Agent Framework pattern:** + +**Creating a new assistant:** +```csharp +using Microsoft.Agents.AI; +using OpenAI; + +AIAgent agent = new OpenAIClient(apiKey) + .GetAssistantClient() + .CreateAIAgent(modelId, instructions: "You are a helpful assistant"); + +AgentThread thread = agent.GetNewThread(); + +// Cleanup when needed +await assistantClient.DeleteThreadAsync(thread.ConversationId); +``` + +**Retrieving an existing assistant:** +```csharp +using Microsoft.Agents.AI; +using OpenAI; + +AIAgent agent = new OpenAIClient(apiKey) + .GetAssistantClient() + .GetAIAgent(assistantId); // Use existing assistant ID + +AgentThread thread = agent.GetNewThread(); +``` + + +### 4. Azure AI Foundry (AzureAIAgent) Migration + + +**Remove Semantic Kernel Packages:** +```xml + + +``` + +**Add Agent Framework Packages:** +```xml + + +``` + + + +**Replace these Semantic Kernel patterns:** + +**Pattern 1: Direct AzureAIAgent creation** +```csharp +using Microsoft.SemanticKernel.Agents.AzureAI; +using Azure.Identity; + +AzureAIAgent agent = new( + endpoint: new Uri(endpoint), + credential: new AzureCliCredential(), + projectId: projectId) +{ + Instructions = "You are a helpful assistant" +}; + +AgentThread thread = new AzureAIAgentThread(agent); +``` + +**Pattern 2: PersistentAgent definition creation** +```csharp +// Define the agent +PersistentAgent definition = await client.Administration.CreateAgentAsync( + deploymentName, + tools: [new CodeInterpreterToolDefinition()]); + +AzureAIAgent agent = new(definition, client); + +// Create a thread for the agent conversation. +AgentThread thread = new AzureAIAgentThread(client); +``` + +**With these Agent Framework patterns:** + +**Creating a new agent:** +```csharp +using Microsoft.Agents.AI; +using Azure.AI.Agents.Persistent; +using Azure.Identity; + +var client = new PersistentAgentsClient(endpoint, new AzureCliCredential()); + +// Create a new AIAgent using Agent Framework +AIAgent agent = client.CreateAIAgent( + model: deploymentName, + instructions: "You are a helpful assistant", + tools: [/* List of specialized Azure.AI.Agents.Persistent.ToolDefinition types */]); + +AgentThread thread = agent.GetNewThread(); +``` + +**Retrieving an existing agent:** +```csharp +using Microsoft.Agents.AI; +using Azure.AI.Agents.Persistent; +using Azure.Identity; + +var client = new PersistentAgentsClient(endpoint, new AzureCliCredential()); + +// Retrieve an existing AIAgent using its ID +AIAgent agent = await client.GetAIAgentAsync(agentId); + +AgentThread thread = agent.GetNewThread(); +``` + + +### 5. A2A Migration + + +**Remove Semantic Kernel Packages:** +```xml + +``` + +**Add Agent Framework Packages:** +```xml + +``` + + + +**Replace this Semantic Kernel pattern:** +```csharp +// Create an A2A agent instance +using var httpClient = CreateHttpClient(); +var client = new A2AClient(url, httpClient); +var cardResolver = new A2ACardResolver(url, httpClient); +var agentCard = await cardResolver.GetAgentCardAsync(); +var agent = new A2AAgent(client, agentCard); +``` + +**With this Agent Framework pattern:** +```csharp +// Initialize an A2ACardResolver to get an A2A agent card. +A2ACardResolver agentCardResolver = new(new Uri(a2aAgentHost)); + +// Create an instance of the AIAgent for an existing A2A agent specified by the agent card. +AIAgent agent = await agentCardResolver.GetAIAgentAsync(); +``` + + +### 6. OpenAI Responses Migration + + +**Remove Semantic Kernel Packages:** +```xml + +``` + +**Add Agent Framework Packages:** +```xml + +``` + + + +**Replace this Semantic Kernel pattern:** + +The thread management is done manually with OpenAI Responses in Semantic Kernel, where the thread +needs to be passed to the `InvokeAsync` method and updated with the `item.Thread` from the response. + +```csharp +using Microsoft.SemanticKernel.Agents.OpenAI; + +// Define the agent +OpenAIResponseAgent agent = new(new OpenAIClient(apiKey)) +{ + Name = "ResponseAgent", + Instructions = "Answer all queries in English and French.", +}; + +// Initial thread can be null as it will be automatically created +AgentThread? agentThread = null; + +var responseItems = agent.InvokeAsync(new ChatMessageContent(AuthorRole.User, "Input message."), agentThread); +await foreach (AgentResponseItem responseItem in responseItems) +{ + // Update the thread to maintain the conversation for future interaction + agentThread = responseItem.Thread; + + WriteAgentChatMessage(responseItem.Message); +} +``` + +**With this Agent Framework pattern:** + +Agent Framework automatically manages the thread, so there's no need to manually update it. + +```csharp +using Microsoft.Agents.AI.OpenAI; + +AIAgent agent = new OpenAIClient(apiKey) + .GetOpenAIResponseClient(modelId) + .CreateAIAgent( + name: "ResponseAgent", + instructions: "Answer all queries in English and French.", + tools: [/* AITools */]); + +AgentThread thread = agent.GetNewThread(); + +var result = await agent.RunAsync(userInput, thread); + +// The thread will be automatically updated with the new response id from this point +``` + + +### 7. Azure OpenAI Responses Migration + + +**Remove Semantic Kernel Packages:** +```xml + + +``` + +**Add Agent Framework Packages:** +```xml + + +``` + + + +**Replace this Semantic Kernel pattern:** + +Azure OpenAI Responses uses `AzureOpenAIClient` instead of `OpenAIClient`. The thread management is done manually where the thread needs to be passed to the `InvokeAsync` method and updated with the `item.Thread` from the response. + +```csharp +using Microsoft.SemanticKernel.Agents.OpenAI; +using Azure.AI.OpenAI; + +// Define the agent +OpenAIResponseAgent agent = new(new AzureOpenAIClient(endpoint, new AzureCliCredential())) +{ + Name = "ResponseAgent", + Instructions = "Answer all queries in English and French.", +}; + +// Initial thread can be null as it will be automatically created +AgentThread? agentThread = null; + +var responseItems = agent.InvokeAsync(new ChatMessageContent(AuthorRole.User, "Input message."), agentThread); +await foreach (AgentResponseItem responseItem in responseItems) +{ + // Update the thread to maintain the conversation for future interaction + agentThread = responseItem.Thread; + + WriteAgentChatMessage(responseItem.Message); +} +``` + +**With this Agent Framework pattern:** + +Agent Framework automatically manages the thread, so there's no need to manually update it. + +```csharp +using Microsoft.Agents.AI.OpenAI; +using Azure.AI.OpenAI; + +AIAgent agent = new AzureOpenAIClient(endpoint, new AzureCliCredential()) + .GetOpenAIResponseClient(modelId) + .CreateAIAgent( + name: "ResponseAgent", + instructions: "Answer all queries in English and French.", + tools: [/* AITools */]); + +AgentThread thread = agent.GetNewThread(); + +var result = await agent.RunAsync(userInput, thread); + +// The thread will be automatically updated with the new response id from this point +``` + + +### 8. A2A Migration + + +**Remove Semantic Kernel Packages:** +```xml + +``` + +**Add Agent Framework Packages:** +```xml + +``` + + + +**Replace this Semantic Kernel pattern:** +```csharp +using A2A; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.A2A; + +using var httpClient = CreateHttpClient(); +var client = new A2AClient(agentUrl, httpClient); +var cardResolver = new A2ACardResolver(url, httpClient); +var agentCard = await cardResolver.GetAgentCardAsync(); +Console.WriteLine(JsonSerializer.Serialize(agentCard, s_jsonSerializerOptions)); +var agent = new A2AAgent(client, agentCard); +``` + +**With this Agent Framework pattern:** +```csharp +using System; +using A2A; +using Microsoft.Agents.AI; +using Microsoft.Agents.AI.A2A; + +// Initialize an A2ACardResolver to get an A2A agent card. +A2ACardResolver agentCardResolver = new(new Uri(a2aAgentHost)); + +// Create an instance of the AIAgent for an existing A2A agent specified by the agent card. +AIAgent agent = await agentCardResolver.GetAIAgentAsync(); +``` + + +### 9. Unsupported Providers (Require Custom Implementation) + + +#### BedrockAgent Migration + +**Status**: Hosted Agents is not directly supported in Agent Framework + +**Status**: Non-Hosted AI Model Agents supported via `ChatClientAgent` + +**Replace this Semantic Kernel pattern:** +```csharp +using Microsoft.SemanticKernel.Agents.Bedrock; + +// Create a new agent on the Bedrock Agent service and prepare it for use +using var client = new AmazonBedrockAgentClient(); +using var runtimeClient = new AmazonBedrockAgentRuntimeClient(); +var agentModel = await client.CreateAndPrepareAgentAsync(new CreateAgentRequest() + { + AgentName = agentName, + Description = "AgentDescription", + Instruction = "You are a helpful assistant", + AgentResourceRoleArn = TestConfiguration.BedrockAgent.AgentResourceRoleArn, + FoundationModel = TestConfiguration.BedrockAgent.FoundationModel, + }); + +// Create a new BedrockAgent instance with the agent model and the client +// so that we can interact with the agent using Semantic Kernel contents. +var agent = new BedrockAgent(agentModel, client, runtimeClient); +``` + +**With this Agent Framework workaround:** + +Currently there's no support for the Hosted Bedrock Agent service in Agent Framework. + +For providers like AWS Bedrock that have an `IChatClient` implementation available, use the `ChatClientAgent` directly by providing the `IChatClient` instance to the agent. + +_Those agents will be purely backed by the AI chat models behavior and will not store any state in the server._ + +```csharp +using Microsoft.Agents.AI; + +services.TryAddAWSService(); +var serviceProvider = services.BuildServiceProvider(); +IAmazonBedrockRuntime runtime = serviceProvider.GetRequiredService(); + +using var bedrockChatClient = runtime.AsIChatClient(); +AIAgent agent = new ChatClientAgent(bedrockChatClient, instructions: "You are a helpful assistant"); +``` + + +### Unsupported Features that need workarounds + + +The following Semantic Kernel Agents features currently don't have direct equivalents in Agent Framework: + +#### Plugins Migration + +**Problem**: Semantic Kernel plugins allowed multiple functions to be registered under a type or object instance + +**Semantic Kernel pattern** +```csharp +// Create plugin with multiple functions +public class WeatherPlugin +{ + [KernelFunction, Description("Get current weather")] + public string GetCurrentWeather(string location) + => $"Weather in {location}: Sunny"; + + [KernelFunction, Description("Get weather forecast")] + public static Task GetForecastAsync(string location, int days) + => Task.FromResult($"Forecast for {location}: {days} days"); +} + +kernel.Plugins.AddFromType(); +// OR +kernel.Plugins.AddFromObject(new WeatherPlugin()); +``` + +**Agent Framework workaround:** + +```csharp +// Create individual functions (no plugin grouping) +public class WeatherFunctions +{ + [Description("Get current weather")] + public static string GetCurrentWeather(string location) + => $"Weather in {location}: Sunny"; + + [Description("Get weather forecast")] + public Task GetForecastAsync(string location, int days) + => Task.FromResult($"Forecast for {location}: {days} days"); +} + +var weatherService = new WeatherFunctions(); + +// Register functions individually as tools +AITool[] tools = [ + AIFunctionFactory.Create(WeatherFunctions.GetCurrentWeather), // Get from type static method + AIFunctionFactory.Create(weatherService.GetForecastAsync) // Get from instance method +]; + +// OR Iterate over the type or instance if many functions are needed for registration +AITool[] tools = +[ + .. typeof(WeatherFunctions) + .GetMethods(BindingFlags.Static | BindingFlags.Public) + .Select((m) => AIFunctionFactory.Create(m, target: null)), // Get from type static methods + .. weatherService.GetType() + .GetMethods(BindingFlags.Instance | BindingFlags.Public) + .Select((m) => AIFunctionFactory.Create(m, target: weatherService)) // Get from instance methods +]; + +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent( + instructions: "You are a weather assistant", + tools: tools); +``` + +#### Prompt Template Migration + +**Problem**: Agent prompt templating is not yet supported in Agent Framework + +**Semantic Kernel pattern** +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; + +var template = "Tell a story about {{$topic}} that is {{$length}} sentences long."; + +ChatCompletionAgent agent = + new(templateFactory: new KernelPromptTemplateFactory(), + templateConfig: new(template) { TemplateFormat = PromptTemplateConfig.SemanticKernelTemplateFormat }) + { + Kernel = kernel, + Name = "StoryTeller", + Arguments = new KernelArguments() + { + { "topic", "Dog" }, + { "length", "3" }, + } + }; +``` + +**Agent Framework workaround** + +```csharp +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel; + +// Manually render template +var template = "Tell a story about {{$topic}} that is {{$length}} sentences long."; + +var renderedTemplate = await new KernelPromptTemplateFactory() + .Create(new PromptTemplateConfig(template)) + .RenderAsync(new Kernel(), new KernelArguments() + { + ["topic"] = "Dog", + ["length"] = "3" + }); + +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(modelId) + .CreateAIAgent(instructions: renderedTemplate); + +// No template variables in invocation - use plain string +var result = await agent.RunAsync("What's the weather?", thread); +Console.WriteLine(result); +``` + + +### 10. Function Invocation Filtering + +**Invocation Context** + +Semantic Kernel's `IAutoFunctionInvocationFilter` provides a `AutoFunctionInvocationContext` where Agent Framework provides `FunctionInvocationContext` + +The property mapping guide from a `AutoFunctionInvocationContext` to a `FunctionInvocationContext` is as follows: + +| SK | AF | +| --- | --- | +| RequestSequenceIndex | Iteration | +| FunctionSequenceIndex | FunctionCallIndex | +| ToolCallId | CallContent.CallId | +| ChatMessageContent | Messages[0] | +| ExecutionSettings | Options | +| ChatHistory | Messages | +| Function | Function | +| Kernel | N/A | +| Result | Use `return` from the delegate | +| Terminate | Terminate | +| CancellationToken | provided via argument to middleware delegate | +| Arguments | Arguments | + +#### Semantic Kernel + +```csharp +// Filter specifically for functions calling +public sealed class CustomAutoFunctionInvocationFilter : IAutoFunctionInvocationFilter +{ + public async Task OnAutoFunctionInvocationAsync(AutoFunctionInvocationContext context, Func next) + { + Console.WriteLine($"[SK Auto Filter] Auto-invoking function: {context.Function.Name}"); + + // Check if function should be auto-invoked + if (context.Function.Name.Contains("Dangerous")) + { + Console.WriteLine($"[SK Auto Filter] Skipping dangerous function: {context.Function.Name}"); + context.Terminate = true; + return; + } + + await next(context); + + Console.WriteLine($"[SK Auto Filter] Auto-invocation completed for: {context.Function.Name}"); + } +} + +var builder = Kernel.CreateBuilder() + .AddOpenAIChatClient(modelId, apiKey); + +// via builder DI +var builder = Kernel.CreateBuilder() + .AddOpenAIChatClient(modelId, apiKey) + .Services + .AddSingleton(); + +// OR via DI +services + .AddKernel() + .AddOpenAIChatClient(modelId, apiKey) + .AddSingleton(); + +// OR register auto function filter directly with the kernel instance +kernel.AutoFunctionInvocationFilters.Add(new CustomAutoFunctionInvocationFilter()); + +// Create agent with filtered kernel +ChatCompletionAgent agent = new() +{ + Instructions = "You are a helpful assistant", + Kernel = kernel +}; +``` + +#### Agent Framework + +Agent Framework provides function calling middleware that offers equivalent capabilities to Semantic Kernel's auto function invocation filters: + +```csharp +// Function calling middleware equivalent to CustomAutoFunctionInvocationFilter +async ValueTask CustomAutoFunctionMiddleware( + AIAgent agent, + FunctionInvocationContext context, + Func> next, + CancellationToken cancellationToken) +{ + Console.WriteLine($"[AF Middleware] Auto-invoking function: {context.Function.Name}"); + + // Check if function should be auto-invoked + if (context.Function.Name.Contains("Dangerous")) + { + Console.WriteLine($"[AF Middleware] Skipping dangerous function: {context.Function.Name}"); + context.Terminate = true; + return "Function execution blocked for security reasons"; + } + + var result = await next(context, cancellationToken); + + Console.WriteLine($"[AF Middleware] Auto-invocation completed for: {context.Function.Name}"); + return result; +} + +// Apply middleware to agent +var filteredAgent = originalAgent + .AsBuilder() + .Use(CustomAutoFunctionMiddleware) + .Build(); +``` + +### 11. Function Invocation Contexts + +**Invocation Context** + +Semantic Kernel's `IAutoFunctionInvocationFilter` provides a `AutoFunctionInvocationContext` where Agent Framework provides `FunctionInvocationContext` + +The property mapping guide from a `AutoFunctionInvocationContext` to a `FunctionInvocationContext` is as follows: + +| Semantic Kernel | Agent Framework | +| --- | --- | +| RequestSequenceIndex | Iteration | +| FunctionSequenceIndex | FunctionCallIndex | +| ToolCallId | CallContent.CallId | +| ChatMessageContent | Messages[0] | +| ExecutionSettings | Options | +| ChatHistory | Messages | +| Function | Function | +| Kernel | N/A | +| Result | Use `return` from the delegate | +| Terminate | Terminate | +| CancellationToken | provided via argument to middleware delegate | +| Arguments | Arguments | \ No newline at end of file diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index d2669d83f5e7..acc237928c8e 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -50,6 +50,9 @@ + + + @@ -99,6 +102,7 @@ + @@ -122,7 +126,7 @@ - + diff --git a/dotnet/SK-dotnet.slnx b/dotnet/SK-dotnet.slnx index 687e09529260..3e1c39a2d6a6 100644 --- a/dotnet/SK-dotnet.slnx +++ b/dotnet/SK-dotnet.slnx @@ -27,6 +27,55 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -40,8 +89,8 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj new file mode 100644 index 000000000000..3231cc2d5104 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj @@ -0,0 +1,26 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA1812;CA2007;RCS1102;VSTHRD111;VSTHRD200 + true + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/Program.cs b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/Program.cs new file mode 100644 index 000000000000..ac6c2764349f --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/Program.cs @@ -0,0 +1,109 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Workflows; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.Orchestration; +using Microsoft.SemanticKernel.Agents.Orchestration.Concurrent; +using Microsoft.SemanticKernel.Agents.Runtime.InProcess; + +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"; + +var agentInstructions = "You are a translation assistant who only responds in {0}. Respond to any input by outputting the name of the input language and then translating the input to {0}."; + +// This sample compares running concurrent orchestrations using +// Semantic Kernel and the Agent Framework. +Console.WriteLine("=== Semantic Kernel Concurrent Orchestration ==="); +await SKConcurrentOrchestration(); + +Console.WriteLine("\n=== Agent Framework Concurrent Agent Workflow ==="); +await AFConcurrentAgentWorkflow(); + +# region SKConcurrentOrchestration +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +async Task SKConcurrentOrchestration() +{ + ConcurrentOrchestration orchestration = new([ + GetSKTranslationAgent("French"), + GetSKTranslationAgent("Spanish")]) + { + StreamingResponseCallback = StreamingResultCallback, + }; + + InProcessRuntime runtime = new(); + await runtime.StartAsync(); + + // Run the orchestration + OrchestrationResult result = await orchestration.InvokeAsync("Hello, world!", runtime); + string[] texts = await result.GetValueAsync(TimeSpan.FromSeconds(20)); + + await runtime.RunUntilIdleAsync(); +} +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +ChatCompletionAgent GetSKTranslationAgent(string targetLanguage) +{ + var kernel = Kernel.CreateBuilder().AddAzureOpenAIChatCompletion(deploymentName, endpoint, new AzureCliCredential()).Build(); + return new ChatCompletionAgent() + { + Kernel = kernel, + Instructions = string.Format(agentInstructions, targetLanguage), + Description = $"Agent that translates texts to {targetLanguage}", + Name = $"SKTranslationAgent_{targetLanguage}" + }; +} + +ValueTask StreamingResultCallback(StreamingChatMessageContent streamedResponse, bool isFinal) +{ + Console.Write(streamedResponse.Content); + + if (isFinal) + { + Console.WriteLine(); + } + + return ValueTask.CompletedTask; +} +# endregion + +# region AFConcurrentAgentWorkflow +async Task AFConcurrentAgentWorkflow() +{ + var client = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName).AsIChatClient(); + var frenchAgent = GetAFTranslationAgent("French", client); + var spanishAgent = GetAFTranslationAgent("Spanish", client); + var concurrentAgentWorkflow = AgentWorkflowBuilder.BuildConcurrent([frenchAgent, spanishAgent]); + + await using StreamingRun run = await InProcessExecution.StreamAsync(concurrentAgentWorkflow, "Hello, world!"); + await run.TrySendMessageAsync(new TurnToken(emitEvents: true)); + + string? lastExecutorId = null; + await foreach (WorkflowEvent evt in run.WatchStreamAsync().ConfigureAwait(false)) + { + if (evt is AgentRunUpdateEvent e) + { + if (string.IsNullOrEmpty(e.Update.Text)) + { + continue; + } + + if (e.ExecutorId != lastExecutorId) + { + lastExecutorId = e.ExecutorId; + Console.WriteLine(); + Console.Write($"{e.Update.AuthorName}: "); + } + + Console.Write(e.Update.Text); + } + } +} + +ChatClientAgent GetAFTranslationAgent(string targetLanguage, IChatClient chatClient) => + new(chatClient, string.Format(agentInstructions, targetLanguage), name: $"AFTranslationAgent_{targetLanguage}"); +# endregion diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj new file mode 100644 index 000000000000..3231cc2d5104 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj @@ -0,0 +1,26 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA1812;CA2007;RCS1102;VSTHRD111;VSTHRD200 + true + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/Program.cs b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/Program.cs new file mode 100644 index 000000000000..e317ac0ff873 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/Program.cs @@ -0,0 +1,112 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Workflows; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.Orchestration; +using Microsoft.SemanticKernel.Agents.Orchestration.Sequential; +using Microsoft.SemanticKernel.Agents.Runtime.InProcess; + +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"; + +var agentInstructions = "You are a translation assistant who only responds in {0}. Respond to any input by outputting the name of the input language and then translating the input to {0}."; + +// This sample compares running sequential orchestrations using +// Semantic Kernel and the Agent Framework. +Console.WriteLine("=== Semantic Kernel Sequential Orchestration ==="); +await SKSequentialOrchestration(); + +Console.WriteLine("\n=== Agent Framework Sequential Agent Workflow ==="); +await AFSequentialAgentWorkflow(); + +# region SKSequentialOrchestration +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +async Task SKSequentialOrchestration() +{ + SequentialOrchestration orchestration = new([ + GetSKTranslationAgent("French"), + GetSKTranslationAgent("Spanish"), + GetSKTranslationAgent("English")]) + { + StreamingResponseCallback = StreamingResultCallback, + }; + + InProcessRuntime runtime = new(); + await runtime.StartAsync(); + + // Run the orchestration + OrchestrationResult result = await orchestration.InvokeAsync("Hello, world!", runtime); + string text = await result.GetValueAsync(TimeSpan.FromSeconds(20)); + + await runtime.RunUntilIdleAsync(); +} +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +ChatCompletionAgent GetSKTranslationAgent(string targetLanguage) +{ + var kernel = Kernel.CreateBuilder().AddAzureOpenAIChatCompletion(deploymentName, endpoint, new AzureCliCredential()).Build(); + return new ChatCompletionAgent() + { + Kernel = kernel, + Instructions = string.Format(agentInstructions, targetLanguage), + Description = $"Agent that translates texts to {targetLanguage}", + Name = $"SKTranslationAgent_{targetLanguage}" + }; +} + +ValueTask StreamingResultCallback(StreamingChatMessageContent streamedResponse, bool isFinal) +{ + Console.Write(streamedResponse.Content); + + if (isFinal) + { + Console.WriteLine(); + } + + return ValueTask.CompletedTask; +} +# endregion + +# region AFSequentialAgentWorkflow +async Task AFSequentialAgentWorkflow() +{ + var client = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName).AsIChatClient(); + var frenchAgent = GetAFTranslationAgent("French", client); + var spanishAgent = GetAFTranslationAgent("Spanish", client); + var englishAgent = GetAFTranslationAgent("English", client); + var sequentialAgentWorkflow = AgentWorkflowBuilder.BuildSequential( + [frenchAgent, spanishAgent, englishAgent]); + + await using StreamingRun run = await InProcessExecution.StreamAsync(sequentialAgentWorkflow, "Hello, world!"); + await run.TrySendMessageAsync(new TurnToken(emitEvents: true)); + + string? lastExecutorId = null; + await foreach (WorkflowEvent evt in run.WatchStreamAsync().ConfigureAwait(false)) + { + if (evt is AgentRunUpdateEvent e) + { + if (string.IsNullOrEmpty(e.Update.Text)) + { + continue; + } + + if (e.ExecutorId != lastExecutorId) + { + lastExecutorId = e.ExecutorId; + Console.WriteLine(); + Console.Write($"{e.Update.AuthorName}: "); + } + + Console.Write(e.Update.Text); + } + } +} + +ChatClientAgent GetAFTranslationAgent(string targetLanguage, IChatClient chatClient) => + new(chatClient, string.Format(agentInstructions, targetLanguage), name: $"AFTranslationAgent_{targetLanguage}"); +# endregion diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj new file mode 100644 index 000000000000..3231cc2d5104 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj @@ -0,0 +1,26 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA1812;CA2007;RCS1102;VSTHRD111;VSTHRD200 + true + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/Program.cs b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/Program.cs new file mode 100644 index 000000000000..f66fefe535bf --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/Program.cs @@ -0,0 +1,247 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using System.Text.Json; +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Workflows; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.Orchestration; +using Microsoft.SemanticKernel.Agents.Orchestration.Handoff; +using Microsoft.SemanticKernel.Agents.Runtime.InProcess; +using Microsoft.SemanticKernel.ChatCompletion; + +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"; + +// Queries to simulate user input during the interactive orchestration +List Queries = [ + "I'd like to track the status of my first order 123.", + "I want to return another order of mine whose ID is 456 because it arrived damaged.", +]; + +// This sample compares running handoff orchestrations using +// Semantic Kernel and the Agent Framework. +Console.WriteLine("=== Semantic Kernel Handoff Orchestration ==="); +// State to help format the streaming output +bool newAgentTurn = true; +string previousFunctionCallId = string.Empty; +await SKHandoffOrchestration(); + +Console.WriteLine("\n=== Agent Framework Handoff Agent Workflow ==="); +await AFHandoffAgentWorkflow(); + +# region SKHandoffOrchestration +[KernelFunction] +string SKCheckOrderStatus(string orderId) => $"Order {orderId} is shipped and will arrive in 2-3 days."; + +[KernelFunction] +string SKProcessReturn(string orderId, string reason) => $"Return for order {orderId} has been processed successfully."; + +[KernelFunction] +string SKProcessRefund(string orderId, string reason) => $"Refund for order {orderId} has been processed successfully."; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +async Task SKHandoffOrchestration() +{ + // Create agents + var triageAgent = GetSKAgent( + instructions: "You are a customer support agent that triages issues.", + name: "TriageAgent", + description: "Handle customer requests."); + var statusAgent = GetSKAgent( + instructions: "You are a customer support agent that checks order status.", + name: "OrderStatusAgent", + description: "Handle order status requests."); + statusAgent.Kernel.Plugins.AddFromFunctions("OrderStatusPlugin", [KernelFunctionFactory.CreateFromMethod(SKCheckOrderStatus)]); + var returnAgent = GetSKAgent( + instructions: "You are a customer support agent that handles order returns.", + name: "OrderReturnAgent", + description: "Handle order return requests."); + returnAgent.Kernel.Plugins.AddFromFunctions("OrderReturnPlugin", [KernelFunctionFactory.CreateFromMethod(SKProcessReturn)]); + var refundAgent = GetSKAgent( + instructions: "You are a customer support agent that handles order refunds.", + name: "OrderRefundAgent", + description: "Handle order refund requests."); + refundAgent.Kernel.Plugins.AddFromFunctions("OrderRefundPlugin", [KernelFunctionFactory.CreateFromMethod(SKProcessRefund)]); + + Queue queries = new(Queries); + + // Create orchestration with handoffs + HandoffOrchestration orchestration = + new(OrchestrationHandoffs + .StartWith(triageAgent) + .Add(triageAgent, statusAgent, returnAgent, refundAgent) + .Add(statusAgent, triageAgent, "Transfer to this agent if the issue is not status related") + .Add(returnAgent, triageAgent, "Transfer to this agent if the issue is not return related") + .Add(refundAgent, triageAgent, "Transfer to this agent if the issue is not refund related"), + triageAgent, + statusAgent, + returnAgent, + refundAgent) + { + InteractiveCallback = () => + { + string input = queries.Count > 0 ? queries.Dequeue() : "exit"; + Console.WriteLine($"\nUser: {input}"); + return ValueTask.FromResult(new ChatMessageContent(AuthorRole.User, input)); + }, + StreamingResponseCallback = StreamingResultCallback, + }; + + InProcessRuntime runtime = new(); + await runtime.StartAsync(); + + // Run the orchestration + OrchestrationResult result = await orchestration.InvokeAsync( + "I am a customer that needs help with my two orders", + runtime); + string text = await result.GetValueAsync(); + Console.WriteLine($"\nFinal Result: {text}"); + + await runtime.RunUntilIdleAsync(); +} +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +ChatCompletionAgent GetSKAgent(string instructions, string name, string description) +{ + var kernel = Kernel.CreateBuilder().AddAzureOpenAIChatCompletion(deploymentName, endpoint, new AzureCliCredential()).Build(); + return new ChatCompletionAgent() + { + Kernel = kernel, + Instructions = instructions, + Description = description, + Name = name + }; +} + +ValueTask StreamingResultCallback(StreamingChatMessageContent streamedResponse, bool isFinal) +{ + if (newAgentTurn) + { + Console.Write($"\n{streamedResponse.AuthorName}: "); + newAgentTurn = false; + } + Console.Write(streamedResponse.Content); + + if (streamedResponse.Items.OfType().FirstOrDefault() + is StreamingFunctionCallUpdateContent call) + { + if (call.CallId is not null && previousFunctionCallId != call.CallId) + { + Console.Write($"\nCalling function '{call.Name}' with arguments: "); + previousFunctionCallId = call.CallId; + } + if (!string.IsNullOrEmpty(call.Arguments)) + { + Console.Write($"{call.Arguments}"); + } + } + + if (isFinal) + { + newAgentTurn = true; + previousFunctionCallId = string.Empty; + Console.WriteLine(); + } + + return ValueTask.CompletedTask; +} +# endregion + +# region AFHandoffAgentWorkflow +[Description("Get the order status for a given order ID.")] +static string AFCheckOrderStatus([Description("The order ID to check the status for.")] string orderId) + => $"Order {orderId} is shipped and will arrive in 2-3 days."; + +[Description("Process a return for a given order ID.")] +static string AFProcessReturn( + [Description("The order ID to process the return for.")] string orderId, + [Description("The reason for the return.")] string reason) + => $"Return for order {orderId} has been processed successfully for the following reason: {reason}."; + +[Description("Process a refund for a given order ID.")] +static string AFProcessRefund([Description("The order ID to process the refund for.")] string orderId) + => $"Refund for order {orderId} has been processed successfully."; + +async Task AFHandoffAgentWorkflow() +{ + // Create agents + var client = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName).AsIChatClient(); + + ChatClientAgent triageAgent = new(client, + instructions: "A customer support agent that triages issues.", + name: "TriageAgent", + description: "Handle customer requests."); + ChatClientAgent statusAgent = new(client, + name: "OrderStatusAgent", + instructions: "Handle order status requests.", + description: "A customer support agent that checks order status.", + tools: [AIFunctionFactory.Create(AFCheckOrderStatus)]); + ChatClientAgent returnAgent = new(client, + name: "OrderReturnAgent", + instructions: "Handle order return requests.", + description: "A customer support agent that handles order returns.", + tools: [AIFunctionFactory.Create(AFProcessReturn)]); + ChatClientAgent refundAgent = new(client, + name: "OrderRefundAgent", + instructions: "Handle order refund requests.", + description: "A customer support agent that handles order refund.", + tools: [AIFunctionFactory.Create(AFProcessRefund)]); + + // Create workflow with handoffs + var handoffAgentWorkflow = AgentWorkflowBuilder.CreateHandoffBuilderWith(triageAgent) + .WithHandoffs(triageAgent, [statusAgent, returnAgent, refundAgent]) + .WithHandoff(statusAgent, triageAgent, "Transfer to this agent if the issue is not status related") + .WithHandoff(returnAgent, triageAgent, "Transfer to this agent if the issue is not return related") + .WithHandoff(refundAgent, triageAgent, "Transfer to this agent if the issue is not refund related") + .Build(); + + // Run the workflow + List messages = []; + foreach (var query in Queries) + { + Console.WriteLine($"User: {query}"); + messages.Add(new(ChatRole.User, query)); + + await using var run = await InProcessExecution.StreamAsync(handoffAgentWorkflow, messages); + await run.TrySendMessageAsync(new TurnToken(emitEvents: true)); + + string? lastExecutorId = null; + await foreach (WorkflowEvent evt in run.WatchStreamAsync().ConfigureAwait(false)) + { + if (evt is AgentRunUpdateEvent e) + { + if (string.IsNullOrEmpty(e.Update.Text) && e.Update.Contents.Count == 0) + { + continue; + } + + if (e.ExecutorId != lastExecutorId) + { + lastExecutorId = e.ExecutorId; + Console.WriteLine(); + Console.Write($"{e.Update.AuthorName}: "); + } + + Console.Write(e.Update.Text); + + if (e.Update.Contents.OfType().FirstOrDefault() + is Microsoft.Extensions.AI.FunctionCallContent call) + { + Console.WriteLine(); + Console.WriteLine($"Calling function '{call.Name}' with arguments: {JsonSerializer.Serialize(call.Arguments)}"); + } + } + else if (evt is WorkflowOutputEvent output) + { + Console.WriteLine("\n"); + messages.AddRange(output.As>()!); + } + } + } +} +# endregion diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj new file mode 100644 index 000000000000..2ce8587a0d02 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj @@ -0,0 +1,25 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA1812;CA2007;RCS1102;VSTHRD111 + true + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/Program.cs new file mode 100644 index 000000000000..58e15a23c117 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/Program.cs @@ -0,0 +1,119 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.Agents.Persistent; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.AzureAI; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync( + deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + + AzureAIAgent agent = new(definition, azureAgentClient); + + var thread = new AzureAIAgentThread(azureAgentClient); + + AzureAIAgentInvokeOptions options = new() { MaxPromptTokens = 1000 }; + var result = await agent.InvokeAsync(userInput, thread, options).FirstAsync(); + Console.WriteLine(result.Message); + + Console.WriteLine("---"); + await foreach (StreamingChatMessageContent update in agent.InvokeStreamingAsync(userInput, thread)) + { + Console.Write(update); + } + + // Clean up + await thread.DeleteAsync(); + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync( + deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + AzureAIAgent skAgent = new(definition, azureAgentClient); + + var agent = skAgent.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var azureAgentClient = new PersistentAgentsClient(azureEndpoint, new AzureCliCredential()); + + var agent = await azureAgentClient.CreateAIAgentAsync( + deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj new file mode 100644 index 000000000000..f4f2c7a9f0c1 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/Program.cs new file mode 100644 index 000000000000..8742cbcf61e1 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/Program.cs @@ -0,0 +1,134 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Azure.AI.Agents.Persistent; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.AzureAI; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +Console.WriteLine($"User Input: {userInput}"); + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, instructions: "You are a helpful assistant"); + + AzureAIAgent agent = new(definition, azureAgentClient) + { + Kernel = Kernel.CreateBuilder().Build(), + Name = "Host", + Instructions = "You are a helpful assistant", + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + var thread = new AzureAIAgentThread(azureAgentClient); + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); + + Console.WriteLine("---"); + await foreach (ChatMessageContent update in agent.InvokeAsync(userInput, thread)) + { + Console.Write(update); + } + + // Clean up + await thread.DeleteAsync(); + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, instructions: "You are a helpful assistant"); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + AzureAIAgent skAgent = new(definition, azureAgentClient) + { + Kernel = Kernel.CreateBuilder().Build(), + Name = "Host", + Instructions = "You are a helpful assistant", + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var agent = skAgent.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { Tools = [AIFunctionFactory.Create(GetWeather)] }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var azureAgentClient = new PersistentAgentsClient(azureEndpoint, new AzureCliCredential()); + + var agent = await azureAgentClient.CreateAIAgentAsync(deploymentName, instructions: "Answer questions about the menu"); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { Tools = [AIFunctionFactory.Create(GetWeather)] }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj new file mode 100644 index 000000000000..2f7f67eabcde --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/Program.cs new file mode 100644 index 000000000000..7b3d5a8245c7 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/Program.cs @@ -0,0 +1,150 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.Agents.Persistent; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.AzureAI; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential())); + serviceCollection.AddTransient((sp) => + { + var azureAgentClient = sp.GetRequiredService(); + + Console.Write("Creating agent in the cloud..."); + + PersistentAgent definition = azureAgentClient.Administration + .CreateAgent(deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + + Console.Write("Done\n"); + + return new(definition, azureAgentClient); + }); + serviceCollection.AddKernel(); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var thread = new AzureAIAgentThread(agent.Client); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); + + Console.WriteLine("---"); + await foreach (ChatMessageContent update in agent.InvokeAsync(userInput, thread)) + { + Console.Write(update); + } + + // Clean up + await thread.DeleteAsync(); + await agent.Client.Administration.DeleteAgentAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential())); + serviceCollection.AddTransient((sp) => + { + var azureAgentClient = sp.GetRequiredService(); + + Console.Write("Creating agent in the cloud..."); + + PersistentAgent definition = azureAgentClient.Administration + .CreateAgent(deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + + Console.Write("Done\n"); + + return new(definition, azureAgentClient); + }); + serviceCollection.AddKernel(); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var skAgent = serviceProvider.GetRequiredService(); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread)) + { + Console.Write(update); + } + + // Clean up + var azureAgentClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new PersistentAgentsClient(azureEndpoint, new AzureCliCredential())); + serviceCollection.AddTransient((sp) => + { + var azureAgentClient = sp.GetRequiredService(); + + return azureAgentClient.CreateAIAgent( + deploymentName, + name: "GenerateStory", + instructions: "You are good at telling jokes."); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread)) + { + Console.Write(update); + } + + // Clean up + var azureAgentClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj new file mode 100644 index 000000000000..c9e473403f60 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/Program.cs new file mode 100644 index 000000000000..4ad372455740 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/Program.cs @@ -0,0 +1,193 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text; +using Azure.AI.Agents.Persistent; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.AzureAI; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Create a python code file using the code interpreter tool with a code ready to determine the values in the Fibonacci sequence that are less then the value of 101"; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, tools: [new CodeInterpreterToolDefinition()]); + + AzureAIAgent agent = new(definition, azureAgentClient); + var thread = new AzureAIAgentThread(azureAgentClient); + + // SK Azure AI Agent provides the code interpreter content and the assistant message as different contents in the call iteration. + await foreach (var content in agent.InvokeAsync(userInput, thread)) + { + if (!string.IsNullOrWhiteSpace(content.Message.Content)) + { + bool isCode = content.Message.Metadata?.ContainsKey(AzureAIAgent.CodeInterpreterMetadataKey) ?? false; + Console.WriteLine($"\n# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}"); + } + + // Check for the citations + foreach (var item in content.Message.Items) + { + // Process each item in the message + if (item is AnnotationContent annotation) + { + if (annotation.Kind != AnnotationKind.UrlCitation) + { + Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}"); + } + } + else if (item is FileReferenceContent fileReference) + { + Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}"); + } + } + } + + // Clean up + await thread.DeleteAsync(); + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + + PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, tools: [new CodeInterpreterToolDefinition()]); + + AzureAIAgent skAgent = new(definition, azureAgentClient); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + // To capture the code interpreter input we need to break glass all the updates raw representations, to check for the RunStepDetailsUpdate type and + // get the CodeInterpreterInput property which contains the generated code. + // Note: Similar logic would needed for each individual update if used in the agent.RunStreamingAsync streaming API to aggregate or yield the generated code. + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Update the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var azureAgentClient = new PersistentAgentsClient(azureEndpoint, new AzureCliCredential()); + var agent = await azureAgentClient.CreateAIAgentAsync(deploymentName, tools: [new CodeInterpreterToolDefinition()]); + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + // To capture the code interpreter input we need to break glass all the updates raw representations, to check for the RunStepDetailsUpdate type and + // get the CodeInterpreterInput property which contains the generated code. + // Note: Similar logic would needed for each individual update if used in the agent.RunStreamingAsync streaming API to aggregate or yield the generated code. + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Update the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); + } + await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/Program.cs new file mode 100644 index 000000000000..76e190840b15 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/Program.cs @@ -0,0 +1,99 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgentAsync(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + var agent = new ChatCompletionAgent() + { + Kernel = builder.Build(), + Name = "Joker", + Instructions = "You are good at telling jokes.", + }; + + var thread = new ChatHistoryAgentThread(); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new AgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var agent = new ChatCompletionAgent() + { + Kernel = builder.Build(), + Name = "Joker", + Instructions = "You are good at telling jokes.", + }.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj new file mode 100644 index 000000000000..f13c9e7f497f --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/Program.cs new file mode 100644 index 000000000000..394415c09f18 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/Program.cs @@ -0,0 +1,82 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using OpenAI; + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +Console.WriteLine($"User Input: {userInput}"); + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +await SKAgent(); +await SKAgent_As_AFAgentAsync(); +await AFAgent(); + +async Task SKAgent() +{ + var builder = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + ChatCompletionAgent agent = new() + { + Instructions = "You are a helpful assistant", + Kernel = builder.Build(), + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + Console.WriteLine("\n=== SK Agent Response ===\n"); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + ChatCompletionAgent agent = new() + { + Instructions = "You are a helpful assistant", + Kernel = builder.Build(), + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var afAgent = agent.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var result = await afAgent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgent() +{ + var agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName) + .CreateAIAgent(instructions: "You are a helpful assistant", tools: [AIFunctionFactory.Create(GetWeather)]); + + Console.WriteLine("\n=== AF Agent Response ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj new file mode 100644 index 000000000000..10843631ad45 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/Program.cs new file mode 100644 index 000000000000..fb682301b515 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/Program.cs @@ -0,0 +1,82 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using OpenAI; + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgentAsync(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddKernel().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + serviceCollection.AddTransient((sp) => new ChatCompletionAgent() + { + Kernel = sp.GetRequiredService(), + Name = "Joker", + Instructions = "You are good at telling jokes." + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddKernel().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + serviceCollection.AddTransient((sp) => new ChatCompletionAgent() + { + Kernel = sp.GetRequiredService(), + Name = "Joker", + Instructions = "You are good at telling jokes." + }.AsAIAgent()); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) => new AzureOpenAIClient(new(endpoint), new AzureCliCredential()) + .GetChatClient(deploymentName) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes.")); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/Program.cs new file mode 100644 index 000000000000..b0b6ca06bfd6 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/Program.cs @@ -0,0 +1,120 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgent(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + var _ = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + var assistantsClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, name: "Joker", instructions: "You are good at telling jokes."); + + // Create the agent + OpenAIAssistantAgent agent = new(assistant, assistantsClient); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new OpenAIAssistantAgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgent() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + var _ = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + var assistantsClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, name: "Joker", instructions: "You are good at telling jokes."); + + // Create the agent + OpenAIAssistantAgent skAgent = new(assistant, assistantsClient); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var assistantClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + var agent = await assistantClient.CreateAIAgentAsync(deploymentName, name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/Program.cs new file mode 100644 index 000000000000..9566dd7f8ddc --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/Program.cs @@ -0,0 +1,147 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgent(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var builder = Kernel.CreateBuilder(); + var assistantsClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, + instructions: "You are a helpful assistant"); + + OpenAIAssistantAgent agent = new(assistant, assistantsClient) + { + Kernel = builder.Build(), + Arguments = new KernelArguments(new OpenAIPromptExecutionSettings() + { + MaxTokens = 1000, + FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() + }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + + await foreach (var result in agent.InvokeAsync(userInput, thread)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgent() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder(); + var assistantsClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, + instructions: "You are a helpful assistant"); + + OpenAIAssistantAgent skAgent = new(assistant, assistantsClient) + { + Kernel = builder.Build(), + Arguments = new KernelArguments(new OpenAIPromptExecutionSettings() + { + MaxTokens = 1000, + FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() + }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var assistantClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + + var agent = await assistantClient.CreateAIAgentAsync(deploymentName, + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj new file mode 100644 index 000000000000..5b00889505ec --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/Program.cs new file mode 100644 index 000000000000..548f02348032 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/Program.cs @@ -0,0 +1,144 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgent(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient()); + serviceCollection.AddKernel().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + serviceCollection.AddTransient((sp) => + { + var assistantsClient = sp.GetRequiredService(); + + Assistant assistant = assistantsClient.CreateAssistant(deploymentName, new() { Name = "Joker", Instructions = "You are good at telling jokes." }); + + return new OpenAIAssistantAgent(assistant, assistantsClient); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + // Create a thread for the agent conversation. + var assistantsClient = serviceProvider.GetRequiredService(); + var thread = new OpenAIAssistantAgentThread(assistantsClient); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new OpenAIAssistantAgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgent() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient()); + serviceCollection.AddKernel().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + serviceCollection.AddTransient((sp) => + { + var assistantsClient = sp.GetRequiredService(); + + Assistant assistant = assistantsClient.CreateAssistant(deploymentName, new() { Name = "Joker", Instructions = "You are good at telling jokes." }); + + return new OpenAIAssistantAgent(assistant, assistantsClient); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var skAgent = serviceProvider.GetRequiredService(); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + var assistantClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient()); + serviceCollection.AddTransient((sp) => + { + var assistantClient = sp.GetRequiredService(); + + return assistantClient.CreateAIAgent(deploymentName, name: "Joker", instructions: "You are good at telling jokes."); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + var assistantClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/Program.cs new file mode 100644 index 000000000000..324de34731e9 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/Program.cs @@ -0,0 +1,196 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text; +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Create a python code file using the code interpreter tool with a code ready to determine the values in the Fibonacci sequence that are less then the value of 101"; + +var assistantsClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetAssistantClient(); + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgent(); +await SKAgent_As_AFAgent(); +await AFAgent(); + +async Task SKAgent() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + var _ = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, enableCodeInterpreter: true); + + // Create the agent + OpenAIAssistantAgent agent = new(assistant, assistantsClient); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + + // Respond to user input + await foreach (var content in agent.InvokeAsync(userInput, thread)) + { + if (!string.IsNullOrWhiteSpace(content.Message.Content)) + { + bool isCode = content.Message.Metadata?.ContainsKey(OpenAIAssistantAgent.CodeInterpreterMetadataKey) ?? false; + Console.WriteLine($"\n# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}"); + } + + // Check for the citations + foreach (var item in content.Message.Items) + { + // Process each item in the message + if (item is AnnotationContent annotation) + { + if (annotation.Kind != AnnotationKind.UrlCitation) + { + Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}"); + } + } + else if (item is FileReferenceContent fileReference) + { + Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}"); + } + } + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgent() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + var _ = Kernel.CreateBuilder().AddAzureOpenAIChatClient(deploymentName, endpoint, new AzureCliCredential()); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(deploymentName, enableCodeInterpreter: true); + + // Create the agent + OpenAIAssistantAgent skAgent = new(assistant, assistantsClient); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Check for the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgent() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = await assistantsClient.CreateAIAgentAsync(deploymentName, tools: [new HostedCodeInterpreterTool()]); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Check for the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/Program.cs new file mode 100644 index 000000000000..2150db9ec3d2 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/Program.cs @@ -0,0 +1,100 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var responseClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName); + OpenAIResponseAgent agent = new(responseClient) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }; + + var agentOptions = new OpenAIResponseAgentInvokeOptions() { ResponseCreationOptions = new() { MaxOutputTokenCount = 1000 } }; + + Microsoft.SemanticKernel.Agents.AgentThread? thread = null; + await foreach (var item in agent.InvokeAsync(userInput, thread, agentOptions)) + { + thread = item.Thread; + Console.WriteLine(item.Message); + } + + Console.WriteLine("---"); + await foreach (var item in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + thread = item.Thread; + Console.Write(item.Message); + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var responseClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName); + + OpenAIResponseAgent skAgent = new(responseClient) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }; + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 8000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 8000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/Program.cs new file mode 100644 index 000000000000..f50270dfd8b1 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/Program.cs @@ -0,0 +1,235 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.ChatCompletion; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "o4-mini"; +var userInput = + """ + Instructions: + - Given the React component below, think about it and change it so that nonfiction books have red + text. + - Return only the code in your reply + - Do not include any additional formatting, such as markdown code blocks + - For formatting, use four space tabs, and do not allow any lines of code to + exceed 80 columns + const books = [ + { title: 'Dune', category: 'fiction', id: 1 }, + { title: 'Frankenstein', category: 'fiction', id: 2 }, + { title: 'Moneyball', category: 'nonfiction', id: 3 }, + ]; + export default function BookList() { + const listItems = books.map(book => +
  • + {book.title} +
    • + ); + return ( +
      {listItems}
    + ); + } + """; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var responseClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName); + OpenAIResponseAgent agent = new(responseClient) + { + Name = "Thinker", + Instructions = "You are good at thinking hard before answering.", + StoreEnabled = true + }; + + var agentOptions = new OpenAIResponseAgentInvokeOptions() + { + ResponseCreationOptions = new() + { + MaxOutputTokenCount = 8000, + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }; + + Microsoft.SemanticKernel.Agents.AgentThread? thread = null; + await foreach (var item in agent.InvokeAsync(userInput, thread, agentOptions)) + { + thread = item.Thread; + foreach (var content in item.Message.Items) + { + if (content is ReasoningContent thinking) + { + Console.Write($"Thinking: \n{thinking}\n---\n"); + } + else if (content is Microsoft.SemanticKernel.TextContent text) + { + Console.Write($"Assistant: {text}"); + } + } + Console.WriteLine(item.Message); + } + + Console.WriteLine("---"); + var userMessage = new ChatMessageContent(AuthorRole.User, userInput); + await foreach (var item in agent.InvokeStreamingAsync(userMessage, thread, agentOptions)) + { + thread = item.Thread; + foreach (var content in item.Message.Items) + { + // Currently SK Agent doesn't output thinking in streaming mode. + // SK Issue: https://github.com/microsoft/semantic-kernel/issues/13046 + // OpenAI SDK Issue: https://github.com/openai/openai-dotnet/issues/643 + if (content is StreamingReasoningContent thinking) + { + Console.WriteLine($"Thinking: [{thinking}]"); + continue; + } + + if (content is StreamingTextContent text) + { + Console.WriteLine($"Response: [{text}]"); + } + } + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var responseClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + OpenAIResponseAgent skAgent = new(responseClient) + { + Name = "Thinker", + Instructions = "You are good at thinking hard before answering.", + StoreEnabled = true + }; + + var agent = skAgent.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() + { + MaxOutputTokens = 8000, + // Microsoft.Extensions.AI currently does not have an abstraction for reasoning-effort, + // we need to break glass using the RawRepresentationFactory. + RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions() + { + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + + // Retrieve the thinking as a full text block requires flattening multiple TextReasoningContents from multiple messages content lists. + string assistantThinking = string.Join("\n", result.Messages + .SelectMany(m => m.Contents) + .OfType() + .Select(trc => trc.Text)); + + var assistantText = result.Text; + Console.WriteLine($"Thinking: \n{assistantThinking}\n---\n"); + Console.WriteLine($"Assistant: \n{assistantText}\n---\n"); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + var thinkingContents = update.Contents + .OfType() + .Select(trc => trc.Text) + .ToList(); + + if (thinkingContents.Count != 0) + { + Console.WriteLine($"Thinking: [{string.Join("\n", thinkingContents)}]"); + continue; + } + + Console.WriteLine($"Response: [{update.Text}]"); + } +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName) + .CreateAIAgent(name: "Thinker", instructions: "You are good at thinking hard before answering."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() + { + MaxOutputTokens = 8000, + // Microsoft.Extensions.AI currently does not have an abstraction for reasoning-effort, + // we need to break glass using the RawRepresentationFactory. + RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions() + { + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + + // Retrieve the thinking as a full text block requires flattening multiple TextReasoningContents from multiple messages content lists. + string assistantThinking = string.Join("\n", result.Messages + .SelectMany(m => m.Contents) + .OfType() + .Select(trc => trc.Text)); + + var assistantText = result.Text; + Console.WriteLine($"Thinking: \n{assistantThinking}\n---\n"); + Console.WriteLine($"Assistant: \n{assistantText}\n---\n"); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + var thinkingContents = update.Contents + .OfType() + .Select(trc => trc.Text) + .ToList(); + + if (thinkingContents.Count != 0) + { + Console.WriteLine($"Thinking: [{string.Join("\n", thinkingContents)}]"); + continue; + } + + Console.WriteLine($"Response: [{update.Text}]"); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/Program.cs new file mode 100644 index 000000000000..b492052695d8 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/Program.cs @@ -0,0 +1,76 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +Console.WriteLine($"User Input: {userInput}"); + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + OpenAIResponseAgent agent = new(new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName)) + { StoreEnabled = true }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + Console.WriteLine("\n=== SK Agent Response ===\n"); + + await foreach (ChatMessageContent responseItem in agent.InvokeAsync(userInput)) + { + if (!string.IsNullOrWhiteSpace(responseItem.Content)) + { + Console.WriteLine(responseItem); + } + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + OpenAIResponseAgent skAgent = new(new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName)) + { StoreEnabled = true }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var agent = skAgent.AsAIAgent(); + + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgentAsync() +{ + var agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName) + .CreateAIAgent(instructions: "You are a helpful assistant", tools: [AIFunctionFactory.Create(GetWeather)]); + + Console.WriteLine("\n=== AF Agent Response ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj new file mode 100644 index 000000000000..10843631ad45 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/Program.cs new file mode 100644 index 000000000000..7d739a9a4f37 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/Program.cs @@ -0,0 +1,82 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) + => new OpenAIResponseAgent(new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName)) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) + => new OpenAIResponseAgent(new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName)) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var skAgent = serviceProvider.GetRequiredService(); + + var agent = (skAgent as OpenAIResponseAgent)!.AsAIAgent(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) => new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetOpenAIResponseClient(deploymentName) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes.")); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj new file mode 100644 index 000000000000..75b2024ec5ed --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/Program.cs new file mode 100644 index 000000000000..9734b8abb016 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/Program.cs @@ -0,0 +1,99 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +// Example of Semantic Kernel Agent code +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + + var agent = new ChatCompletionAgent() + { + Kernel = builder.Build(), + Name = "Joker", + Instructions = "You are good at telling jokes.", + }; + + var thread = new ChatHistoryAgentThread(); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new AgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var agent = new ChatCompletionAgent() + { + Kernel = builder.Build(), + Name = "Joker", + Instructions = "You are good at telling jokes.", + }.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} + +// Example of a fully migrated Agent Framework Agent code +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new OpenAIClient(apiKey).GetChatClient(model) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/Program.cs new file mode 100644 index 000000000000..00c687ca568e --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/Program.cs @@ -0,0 +1,97 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using OpenAI; + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +Console.WriteLine($"User Input: {userInput}"); + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + + ChatCompletionAgent agent = new() + { + Instructions = "You are a helpful assistant", + Kernel = builder.Build(), + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + Console.WriteLine("\n=== SK Agent Response ===\n"); + + await foreach (var item in agent.InvokeAsync(userInput)) + { + Console.Write(item.Message); + } +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + + ChatCompletionAgent skAgent = new() + { + Instructions = "You are a helpful assistant", + Kernel = builder.Build(), + Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + var agent = skAgent.AsAIAgent(); +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + Console.WriteLine("\n---\n"); + await foreach (var item in skAgent.InvokeAsync(userInput)) + { + Console.Write(item.Message); + } +} + +async Task AFAgentAsync() +{ + var agent = new OpenAIClient(apiKey).GetChatClient(model).CreateAIAgent( + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); + + Console.WriteLine("\n=== AF Agent Response ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj new file mode 100644 index 000000000000..2fa9fc0b417e --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/Program.cs new file mode 100644 index 000000000000..0d8890d9dc8b --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/Program.cs @@ -0,0 +1,80 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using OpenAI; + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddKernel().AddOpenAIChatClient(model, apiKey); + serviceCollection.AddTransient((sp) => new ChatCompletionAgent() + { + Kernel = sp.GetRequiredService(), + Name = "Joker", + Instructions = "You are good at telling jokes." + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + await foreach (var item in agent.InvokeAsync(userInput)) + { + Console.WriteLine(item.Message); + } +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddKernel().AddOpenAIChatClient(model, apiKey); +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + serviceCollection.AddTransient((sp) => new ChatCompletionAgent() + { + Kernel = sp.GetRequiredService(), + Name = "Joker", + Instructions = "You are good at telling jokes." + }.AsAIAgent()); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) => new OpenAIClient(apiKey) + .GetChatClient(model) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes.")); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/Program.cs new file mode 100644 index 000000000000..42e8c9bce711 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/Program.cs @@ -0,0 +1,116 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var assistantsClient = new AssistantClient(apiKey); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, name: "Joker", instructions: "You are good at telling jokes."); + + // Create the agent + OpenAIAssistantAgent agent = new(assistant, assistantsClient); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new OpenAIAssistantAgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +// Example of Semantic Kernel Agent code converted as an Agent Framework Agent +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var assistantsClient = new AssistantClient(apiKey); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, name: "Joker", instructions: "You are good at telling jokes."); + + // Create the agent + OpenAIAssistantAgent agent = new(assistant, assistantsClient); + + var afAgent = agent.AsAIAgent(); + + var thread = afAgent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await afAgent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in afAgent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var assistantClient = new AssistantClient(apiKey); + + var agent = await assistantClient.CreateAIAgentAsync(model, name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/Program.cs new file mode 100644 index 000000000000..c50204a2f6b8 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/Program.cs @@ -0,0 +1,145 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var builder = Kernel.CreateBuilder(); + var assistantsClient = new AssistantClient(apiKey); + + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, + instructions: "You are a helpful assistant"); + + OpenAIAssistantAgent agent = new(assistant, assistantsClient) + { + Kernel = builder.Build(), + Arguments = new KernelArguments(new OpenAIPromptExecutionSettings() + { + MaxTokens = 1000, + FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() + }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + + await foreach (var result in agent.InvokeAsync(userInput, thread)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var builder = Kernel.CreateBuilder(); + var assistantsClient = new AssistantClient(apiKey); + + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, + instructions: "You are a helpful assistant"); + + OpenAIAssistantAgent skAgent = new(assistant, assistantsClient) + { + Kernel = builder.Build(), + Arguments = new KernelArguments(new OpenAIPromptExecutionSettings() + { + MaxTokens = 1000, + FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() + }), + }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var assistantClient = new AssistantClient(apiKey); + + var agent = await assistantClient.CreateAIAgentAsync(model, + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj new file mode 100644 index 000000000000..5b00889505ec --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/Program.cs new file mode 100644 index 000000000000..2a3497a7e5f0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/Program.cs @@ -0,0 +1,142 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.Connectors.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AssistantClient(apiKey)); + serviceCollection.AddKernel().AddOpenAIChatClient(model, apiKey); + serviceCollection.AddTransient((sp) => + { + var assistantsClient = sp.GetRequiredService(); + + Assistant assistant = assistantsClient.CreateAssistant(model, new() { Name = "Joker", Instructions = "You are good at telling jokes." }); + + return new OpenAIAssistantAgent(assistant, assistantsClient); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + // Create a thread for the agent conversation. + var assistantsClient = serviceProvider.GetRequiredService(); + var thread = new OpenAIAssistantAgentThread(assistantsClient); + var settings = new OpenAIPromptExecutionSettings() { MaxTokens = 1000 }; + var agentOptions = new OpenAIAssistantAgentInvokeOptions() { KernelArguments = new(settings) }; + + await foreach (var result in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(result.Message); + } + + Console.WriteLine("---"); + await foreach (var update in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update.Message); + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AssistantClient(apiKey)); + serviceCollection.AddKernel().AddOpenAIChatClient(model, apiKey); + serviceCollection.AddTransient((sp) => + { + var assistantsClient = sp.GetRequiredService(); + + Assistant assistant = assistantsClient.CreateAssistant(model, new() { Name = "Joker", Instructions = "You are good at telling jokes." }); + + return new OpenAIAssistantAgent(assistant, assistantsClient); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var skAgent = serviceProvider.GetRequiredService(); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + var assistantClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddSingleton((sp) => new AssistantClient(apiKey)); + serviceCollection.AddTransient((sp) => + { + var assistantClient = sp.GetRequiredService(); + + return assistantClient.CreateAIAgent(model, name: "Joker", instructions: "You are good at telling jokes."); + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 1000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } + + // Clean up + var assistantClient = serviceProvider.GetRequiredService(); + if (thread is ChatClientAgentThread chatThread) + { + await assistantClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/Program.cs new file mode 100644 index 000000000000..b8c0db023c9d --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/Program.cs @@ -0,0 +1,192 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text; +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; +using OpenAI.Assistants; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Create a python code file using the code interpreter tool with a code ready to determine the values in the Fibonacci sequence that are less then the value of 101"; + +var assistantsClient = new AssistantClient(apiKey); + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, enableCodeInterpreter: true); + + // Create the agent + OpenAIAssistantAgent agent = new(assistant, assistantsClient); + + // Create a thread for the agent conversation. + var thread = new OpenAIAssistantAgentThread(assistantsClient); + + // Respond to user input + await foreach (var content in agent.InvokeAsync(userInput, thread)) + { + if (!string.IsNullOrWhiteSpace(content.Message.Content)) + { + bool isCode = content.Message.Metadata?.ContainsKey(OpenAIAssistantAgent.CodeInterpreterMetadataKey) ?? false; + Console.WriteLine($"\n# {content.Message.Role}{(isCode ? "\n# Generated Code:\n" : ":")}{content.Message.Content}"); + } + + // Check for the citations + foreach (var item in content.Message.Items) + { + // Process each item in the message + if (item is AnnotationContent annotation) + { + if (annotation.Kind != AnnotationKind.UrlCitation) + { + Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}"); + } + } + else if (item is FileReferenceContent fileReference) + { + Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}"); + } + } + } + + // Clean up + await thread.DeleteAsync(); + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + // Define the assistant + Assistant assistant = await assistantsClient.CreateAssistantAsync(model, enableCodeInterpreter: true); + + // Create the agent + OpenAIAssistantAgent skAgent = new(assistant, assistantsClient); + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Check for the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = await assistantsClient.CreateAIAgentAsync(model, tools: [new HostedCodeInterpreterTool()]); + + var thread = agent.GetNewThread(); + + var result = await agent.RunAsync(userInput, thread); + Console.WriteLine(result); + + // Extracts via breaking glass the code generated by code interpreter tool + var chatResponse = result.RawRepresentation as ChatResponse; + StringBuilder generatedCode = new(); + foreach (object? updateRawRepresentation in chatResponse?.RawRepresentation as IEnumerable ?? []) + { + if (updateRawRepresentation is RunStepDetailsUpdate update && update.CodeInterpreterInput is not null) + { + generatedCode.Append(update.CodeInterpreterInput); + } + } + + if (!string.IsNullOrEmpty(generatedCode.ToString())) + { + Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}"); + } + + // Check for the citations + foreach (var textContent in result.Messages[0].Contents.OfType()) + { + foreach (var annotation in textContent.Annotations ?? []) + { + if (annotation is CitationAnnotation citation) + { + if (citation.Url is null) + { + Console.WriteLine($" [{citation.GetType().Name}] {citation.Snippet}: File #{citation.FileId}"); + } + + foreach (var region in citation.AnnotatedRegions ?? []) + { + if (region is TextSpanAnnotatedRegion textSpanRegion) + { + Console.WriteLine($"\n[TextSpan Region] {textSpanRegion.StartIndex}-{textSpanRegion.EndIndex}"); + } + } + } + } + } + + // Clean up + if (thread is ChatClientAgentThread chatThread) + { + await assistantsClient.DeleteThreadAsync(chatThread.ConversationId); + } + await assistantsClient.DeleteAssistantAsync(agent.Id); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/Program.cs new file mode 100644 index 000000000000..40c658aa98ad --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/Program.cs @@ -0,0 +1,96 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var responseClient = new OpenAIClient(apiKey).GetOpenAIResponseClient(model); + OpenAIResponseAgent agent = new(responseClient) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }; + + var agentOptions = new OpenAIResponseAgentInvokeOptions() { ResponseCreationOptions = new() { MaxOutputTokenCount = 1000 } }; + + Microsoft.SemanticKernel.Agents.AgentThread? thread = null; + await foreach (var item in agent.InvokeAsync(userInput, thread, agentOptions)) + { + Console.WriteLine(item.Message); + thread = item.Thread; + } + + Console.WriteLine("---"); + await foreach (var item in agent.InvokeStreamingAsync(userInput, thread, agentOptions)) + { + // Thread need to be updated for subsequent calls + thread = item.Thread; + Console.Write(item.Message); + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var responseClient = new OpenAIClient(apiKey).GetOpenAIResponseClient(model); + + OpenAIResponseAgent skAgent = new(responseClient) + { + Name = "Joker", + Instructions = "You are good at telling jokes.", + StoreEnabled = true + }; + + var agent = skAgent.AsAIAgent(); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 8000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new OpenAIClient(apiKey).GetOpenAIResponseClient(model) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() { MaxOutputTokens = 8000 }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + Console.WriteLine(result); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + Console.Write(update); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/Program.cs new file mode 100644 index 000000000000..dcbc8ca73ab4 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/Program.cs @@ -0,0 +1,231 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.ChatCompletion; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "o4-mini"; +var userInput = + """ + Instructions: + - Given the React component below, think about it and change it so that nonfiction books have red + text. + - Return only the code in your reply + - Do not include any additional formatting, such as markdown code blocks + - For formatting, use four space tabs, and do not allow any lines of code to + exceed 80 columns + const books = [ + { title: 'Dune', category: 'fiction', id: 1 }, + { title: 'Frankenstein', category: 'fiction', id: 2 }, + { title: 'Moneyball', category: 'nonfiction', id: 3 }, + ]; + export default function BookList() { + const listItems = books.map(book => +
  • + {book.title} +
    • + ); + return ( +
      {listItems}
    + ); + } + """; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var responseClient = new OpenAIClient(apiKey).GetOpenAIResponseClient(model); + OpenAIResponseAgent agent = new(responseClient) + { + Name = "Thinker", + Instructions = "You are good at thinking hard before answering.", + StoreEnabled = true + }; + + var agentOptions = new OpenAIResponseAgentInvokeOptions() + { + ResponseCreationOptions = new() + { + MaxOutputTokenCount = 8000, + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }; + + Microsoft.SemanticKernel.Agents.AgentThread? thread = null; + await foreach (var item in agent.InvokeAsync(userInput, thread, agentOptions)) + { + thread = item.Thread; + foreach (var content in item.Message.Items) + { + if (content is ReasoningContent thinking) + { + Console.Write($"Thinking: \n{thinking}\n---\n"); + } + else if (content is Microsoft.SemanticKernel.TextContent text) + { + Console.Write($"Assistant: {text}"); + } + } + Console.WriteLine(item.Message); + } + + Console.WriteLine("---"); + var userMessage = new ChatMessageContent(AuthorRole.User, userInput); + thread = null; + await foreach (var item in agent.InvokeStreamingAsync(userMessage, thread, agentOptions)) + { + thread = item.Thread; + foreach (var content in item.Message.Items) + { + // Currently SK Agent doesn't output thinking in streaming mode. + // SK Issue: https://github.com/microsoft/semantic-kernel/issues/13046 + // OpenAI SDK Issue: https://github.com/openai/openai-dotnet/issues/643 + if (content is StreamingReasoningContent thinking) + { + Console.WriteLine($"Thinking: [{thinking}]"); + continue; + } + + if (content is StreamingTextContent text) + { + Console.WriteLine($"Response: [{text}]"); + } + } + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var responseClient = new OpenAIClient(apiKey).GetOpenAIResponseClient(model); + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + OpenAIResponseAgent skAgent = new(responseClient) + { + Name = "Thinker", + Instructions = "You are at thinking hard before answering.", + StoreEnabled = true + }; + + var agent = skAgent.AsAIAgent(); + +#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() + { + MaxOutputTokens = 8000, + // Microsoft.Extensions.AI currently does not have an abstraction for reasoning-effort, + // we need to break glass using the RawRepresentationFactory. + RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions() + { + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + + // Retrieve the thinking as a full text block requires flattening multiple TextReasoningContents from multiple messages content lists. + string assistantThinking = string.Join("\n", result.Messages + .SelectMany(m => m.Contents) + .OfType() + .Select(trc => trc.Text)); + + var assistantText = result.Text; + Console.WriteLine($"Thinking: \n{assistantThinking}\n---\n"); + Console.WriteLine($"Assistant: \n{assistantText}\n---\n"); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + var thinkingContents = update.Contents + .OfType() + .Select(trc => trc.Text) + .ToList(); + + if (thinkingContents.Count != 0) + { + Console.WriteLine($"Thinking: [{string.Join("\n", thinkingContents)}]"); + continue; + } + + Console.WriteLine($"Response: [{update.Text}]"); + } +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var agent = new OpenAIClient(apiKey).GetOpenAIResponseClient(model) + .CreateAIAgent(name: "Thinker", instructions: "You are at thinking hard before answering."); + + var thread = agent.GetNewThread(); + var agentOptions = new ChatClientAgentRunOptions(new() + { + MaxOutputTokens = 8000, + // Microsoft.Extensions.AI currently does not have an abstraction for reasoning-effort, + // we need to break glass using the RawRepresentationFactory. + RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions() + { + ReasoningOptions = new() + { + ReasoningEffortLevel = OpenAI.Responses.ResponseReasoningEffortLevel.High, + ReasoningSummaryVerbosity = OpenAI.Responses.ResponseReasoningSummaryVerbosity.Detailed + } + } + }); + + var result = await agent.RunAsync(userInput, thread, agentOptions); + + // Retrieve the thinking as a full text block requires flattening multiple TextReasoningContents from multiple messages content lists. + string assistantThinking = string.Join("\n", result.Messages + .SelectMany(m => m.Contents) + .OfType() + .Select(trc => trc.Text)); + + var assistantText = result.Text; + Console.WriteLine($"Thinking: \n{assistantThinking}\n---\n"); + Console.WriteLine($"Assistant: \n{assistantText}\n---\n"); + + Console.WriteLine("---"); + await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) + { + var thinkingContents = update.Contents + .OfType() + .Select(trc => trc.Text) + .ToList(); + + if (thinkingContents.Count != 0) + { + Console.WriteLine($"Thinking: [{string.Join("\n", thinkingContents)}]"); + continue; + } + + Console.WriteLine($"Response: [{update.Text}]"); + } +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj new file mode 100644 index 000000000000..0a2bf06acdc0 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj @@ -0,0 +1,23 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/Program.cs new file mode 100644 index 000000000000..eac1cf4f96d6 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/Program.cs @@ -0,0 +1,74 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel; +using Microsoft.Extensions.AI; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "What is the weather like in Amsterdam?"; + +Console.WriteLine($"User Input: {userInput}"); + +[KernelFunction] +[Description("Get the weather for a given location.")] +static string GetWeather([Description("The location to get the weather for.")] string location) + => $"The weather in {location} is cloudy with a high of 15°C."; + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + + OpenAIResponseAgent agent = new(new OpenAIClient(apiKey).GetOpenAIResponseClient(model)) { StoreEnabled = true }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + Console.WriteLine("\n=== SK Agent Response ===\n"); + + await foreach (ChatMessageContent responseItem in agent.InvokeAsync(userInput)) + { + if (!string.IsNullOrWhiteSpace(responseItem.Content)) + { + Console.WriteLine(responseItem); + } + } +} + +async Task SKAgent_As_AFAgentAsync() +{ + var builder = Kernel.CreateBuilder().AddOpenAIChatClient(model, apiKey); + + OpenAIResponseAgent skAgent = new(new OpenAIClient(apiKey).GetOpenAIResponseClient(model)) { StoreEnabled = true }; + + // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). + skAgent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); + + var agent = skAgent.AsAIAgent(); + + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgentAsync() +{ + var agent = new OpenAIClient(apiKey).GetOpenAIResponseClient(model).CreateAIAgent( + instructions: "You are a helpful assistant", + tools: [AIFunctionFactory.Create(GetWeather)]); + + Console.WriteLine("\n=== AF Agent Response ===\n"); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj new file mode 100644 index 000000000000..10843631ad45 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/Program.cs b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/Program.cs new file mode 100644 index 000000000000..75a44db16ead --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/Program.cs @@ -0,0 +1,76 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.SemanticKernel.Agents.OpenAI; +using OpenAI; + +#pragma warning disable OPENAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set."); +var model = System.Environment.GetEnvironmentVariable("OPENAI_MODEL") ?? "gpt-4o"; +var userInput = "Tell me a joke about a pirate."; + +Console.WriteLine($"User Input: {userInput}"); + +await SKAgentAsync(); +await SKAgent_As_AFAgentAsync(); +await AFAgentAsync(); + +async Task SKAgentAsync() +{ + Console.WriteLine("\n=== SK Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) + => new OpenAIResponseAgent(new OpenAIClient(apiKey).GetOpenAIResponseClient(model)) + { + Name = "Joker", + Instructions = "You are good at telling jokes." + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.InvokeAsync(userInput).FirstAsync(); + Console.WriteLine(result.Message); +} + +async Task SKAgent_As_AFAgentAsync() +{ + Console.WriteLine("\n=== SK Agent Converted as an AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) + => new OpenAIResponseAgent(new OpenAIClient(apiKey).GetOpenAIResponseClient(model)) + { + Name = "Joker", + Instructions = "You are good at telling jokes." + }); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var skAgent = serviceProvider.GetRequiredService(); + + var agent = (skAgent as OpenAIResponseAgent)!.AsAIAgent(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} + +async Task AFAgentAsync() +{ + Console.WriteLine("\n=== AF Agent ===\n"); + + var serviceCollection = new ServiceCollection(); + serviceCollection.AddTransient((sp) => new OpenAIClient(apiKey) + .GetOpenAIResponseClient(model) + .CreateAIAgent(name: "Joker", instructions: "You are good at telling jokes.")); + + await using ServiceProvider serviceProvider = serviceCollection.BuildServiceProvider(); + var agent = serviceProvider.GetRequiredService(); + + var result = await agent.RunAsync(userInput); + Console.WriteLine(result); +} diff --git a/dotnet/samples/AgentFrameworkMigration/Playground/README.md b/dotnet/samples/AgentFrameworkMigration/Playground/README.md new file mode 100644 index 000000000000..dc00d5e238e1 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/Playground/README.md @@ -0,0 +1,20 @@ +# Semantic Kernel Migration Playground + +This is a playground folder with different **Semantic Kernel** projects that can be used to test automatic AI migration to the new **Agent Framework (AF)**. + +## Prompting + +Open your IDE Agentic extension and create a new chat providing the following prompt: + +``` +I need to convert code from Semantic Kernel to the Agent Framework. +Please use the migration guide provided in the #SemanticKernelToAgentFramework.md as a reference. + +The current solution is using central package manager, when referencing the projects in the csproj don't provide the versions. + +Check external references provided by the migration guide if needed. + +You don't need to look for the Central Package Management file, just focus on the project file and the code files. + +When you need help or don't know how to proceed, please ask. +``` \ No newline at end of file diff --git a/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/Program.cs b/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/Program.cs new file mode 100644 index 000000000000..38afca2c2bfa --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/Program.cs @@ -0,0 +1,89 @@ +// Copyright (c) Microsoft. All rights reserved. +using Azure.AI.Agents.Persistent; +using Azure.Identity; +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +using Microsoft.SemanticKernel.Agents.AzureAI; +using Microsoft.SemanticKernel.ChatCompletion; + +#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + +var client = new PersistentAgentsClient(Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT"), new AzureCliCredential()); + +// Define the agent +PersistentAgent definition = await client.Administration.CreateAgentAsync( + Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME"), + instructions: "You are a coding assistant that always generates code using the code interpreter tool.", + tools: [new CodeInterpreterToolDefinition()]); + +AzureAIAgent agent = new(definition, client); + +// Create a thread for the agent conversation. +AgentThread thread = new AzureAIAgentThread(client); + +try +{ + await InvokeAgentAsync("Create a python file where it determines the values in the Fibonacci sequence that that are less then the value of 101."); +} +finally +{ + await thread.DeleteAsync(); + await client.Administration.DeleteAgentAsync(agent.Id); +} + +async Task InvokeAgentAsync(string input) +{ + ChatMessageContent message = new(AuthorRole.User, input); + WriteAgentChatMessage(message); + + await foreach (ChatMessageContent response in agent.InvokeAsync(message, thread)) + { + WriteAgentChatMessage(response); + } +} + +void WriteAgentChatMessage(ChatMessageContent message) +{ + // Include ChatMessageContent.AuthorName in output, if present. + string authorExpression = message.Role == AuthorRole.User ? string.Empty : FormatAuthor(); + // Include TextContent (via ChatMessageContent.Content), if present. + string contentExpression = string.IsNullOrWhiteSpace(message.Content) ? string.Empty : message.Content; + bool isCode = message.Metadata?.ContainsKey(AzureAIAgent.CodeInterpreterMetadataKey) ?? false; + string codeMarker = isCode ? "\n [CODE]\n" : " "; + Console.WriteLine($"\n# {message.Role}{authorExpression}:{codeMarker}{contentExpression}"); + + // Provide visibility for inner content (that isn't TextContent). + foreach (KernelContent item in message.Items) + { + if (item is AnnotationContent annotation) + { + if (annotation.Kind == AnnotationKind.UrlCitation) + { + Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: {annotation.ReferenceId} - {annotation.Title}"); + } + else + { + Console.WriteLine($" [{item.GetType().Name}] {annotation.Label}: File #{annotation.ReferenceId}"); + } + } + else if (item is ActionContent action) + { + Console.WriteLine($" [{item.GetType().Name}] {action.Text}"); + } + else if (item is ReasoningContent reasoning) + { + Console.WriteLine($" [{item.GetType().Name}] {reasoning.Text ?? "Thinking..."}"); + } + else if (item is FileReferenceContent fileReference) + { + Console.WriteLine($" [{item.GetType().Name}] File #{fileReference.FileId}"); + } + } + + if ((message.Metadata?.TryGetValue("Usage", out object? usage) ?? false) && usage is RunStepCompletionUsage agentUsage) + { + Console.WriteLine($" [Usage] Tokens: {agentUsage.TotalTokens}, Input: {agentUsage.PromptTokens}, Output: {agentUsage.CompletionTokens}"); + } + + string FormatAuthor() => message.AuthorName is not null ? $" - {message.AuthorName ?? " * "}" : string.Empty; +} diff --git a/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj b/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj new file mode 100644 index 000000000000..d6515ef40c18 --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj @@ -0,0 +1,27 @@ + + + + Exe + net9.0 + enable + enable + $(NoWarn);CA1707;CA2007;VSTHRD111 + + + + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AgentFrameworkMigration/README.md b/dotnet/samples/AgentFrameworkMigration/README.md new file mode 100644 index 000000000000..3e77c1b0a74c --- /dev/null +++ b/dotnet/samples/AgentFrameworkMigration/README.md @@ -0,0 +1,405 @@ +# Semantic Kernel to Agent Framework Migration Guide + +## What's Changed? +- **Namespace Updates**: From `Microsoft.SemanticKernel.Agents` to `Microsoft.Agents.AI` +- **Agent Creation**: Single fluent API calls vs multi-step builder patterns +- **Thread Management**: Built-in thread management vs manual thread creation +- **Tool Registration**: Direct function registration vs plugin wrapper systems +- **Dependency Injection**: Simplified service registration patterns +- **Invocation Patterns**: Streamlined options and result handling + +## Benefits of Migration +- **Simplified API**: Reduced complexity and boilerplate code +- **Better Performance**: Optimized object creation and memory usage +- **Unified Interface**: Consistent patterns across different AI providers +- **Enhanced Developer Experience**: More intuitive and discoverable APIs + +## Key Changes + +### 1. Namespace Updates + +#### Semantic Kernel + +```csharp +using Microsoft.SemanticKernel; +using Microsoft.SemanticKernel.Agents; +``` + +#### Agent Framework + +Agent Framework namespaces are under `Microsoft.Agents.AI`. +Agent Framework uses the core AI message and content types from `Microsoft.Extensions.AI` for communication between components. + +```csharp +using Microsoft.Extensions.AI; +using Microsoft.Agents.AI; +``` + +### 2. Agent Creation Simplification + +#### Semantic Kernel + +Every agent in Semantic Kernel depends on a `Kernel` instance and will have +an empty `Kernel` if not provided. + +```csharp + Kernel kernel = Kernel + .AddOpenAIChatClient(modelId, apiKey) + .Build(); + + ChatCompletionAgent agent = new() { Instructions = ParrotInstructions, Kernel = kernel }; +``` + +Azure AI Foundry requires an agent resource to be created in the cloud before creating a local agent class that uses it. + +```csharp +PersistentAgentsClient azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); + +PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync( + deploymentName, + instructions: ParrotInstructions); + +AzureAIAgent agent = new(definition, azureAgentClient); + ``` + +#### Agent Framework + +Agent creation in Agent Framework is made simpler with extensions provided by all main providers. + +```csharp +AIAgent openAIAgent = chatClient.CreateAIAgent(instructions: ParrotInstructions); +AIAgent azureFoundryAgent = await persistentAgentsClient.CreateAIAgentAsync(instructions: ParrotInstructions); +AIAgent openAIAssistantAgent = await assistantClient.CreateAIAgentAsync(instructions: ParrotInstructions); +``` + +Additionally for hosted agent providers you can also use the `GetAIAgent` to retrieve an agent from an existing hosted agent. + +```csharp +AIAgent azureFoundryAgent = await persistentAgentsClient.GetAIAgentAsync(agentId); +``` + +### 3. Agent Thread Creation + +#### Semantic Kernel + +The caller has to know the thread type and create it manually. + +```csharp +// Create a thread for the agent conversation. +AgentThread thread = new OpenAIAssistantAgentThread(this.AssistantClient); +AgentThread thread = new AzureAIAgentThread(this.Client); +AgentThread thread = new OpenAIResponseAgentThread(this.Client); +``` + +#### Agent Framework + +The agent is responsible for creating the thread. + +```csharp +// New +AgentThread thread = agent.GetNewThread(); +``` + +### 4. Hosted Agent Thread Cleanup + +This case applies exclusively to a few AI providers that still provide hosted threads. + +#### Semantic Kernel + +Threads have a `self` deletion method + +i.e: OpenAI Assistants Provider +```csharp +await thread.DeleteAsync(); +``` + +#### Agent Framework + +> [!NOTE] +> OpenAI Responses introduced a new conversation model that simplifies how conversations are handled. This simplifies hosted thread management compared to the now deprecated OpenAI Assistants model. For more information see the [OpenAI Assistants migration guide](https://platform.openai.com/docs/assistants/migration). + +Agent Framework doesn't have a thread deletion API in the `AgentThread` type as not all providers support hosted threads or thread deletion and this will become more common as more providers shift to responses based architectures. + +If you require thread deletion and the provider allows this, the caller **should** keep track of the created threads and delete them later when necessary via the provider's sdk. + +i.e: OpenAI Assistants Provider +```csharp +await assistantClient.DeleteThreadAsync(thread.ConversationId); +``` + +### 5. Tool Registration + +#### Semantic Kernel + +In semantic kernel to expose a function as a tool you must: + +1. Decorate the function with a `[KernelFunction]` attribute. +2. Have a `Plugin` class or use the `KernelPluginFactory` to wrap the function. +3. Have a `Kernel` to add your plugin to. +4. Pass the `Kernel` to the agent. + +```csharp +KernelFunction function = KernelFunctionFactory.CreateFromMethod(GetWeather); +KernelPlugin plugin = KernelPluginFactory.CreateFromFunctions("KernelPluginName", [function]); +Kernel kernel = ... // Create kernel +kernel.Plugins.Add(plugin); + +ChatCompletionAgent agent = new() { Kernel = kernel, ... }; +``` + +#### Agent Framework + +In agent framework in a single call you can register tools directly in the agent creation process. + +```csharp +AIAgent agent = chatClient.CreateAIAgent(tools: [AIFunctionFactory.Create(GetWeather)]); +``` + +### 6. Agent Non-Streaming Invocation + +Key differences can be seen in the method names from `Invoke` to `Run`, return types and parameters `AgentRunOptions`. + +#### Semantic Kernel + +The Non-Streaming uses a streaming pattern `IAsyncEnumerable>` for returning multiple agent messages. + +```csharp +await foreach (AgentResponseItem result in agent.InvokeAsync(userInput, thread, agentOptions)) +{ + Console.WriteLine(result.Message); +} +``` + +#### Agent Framework + +The Non-Streaming returns a single `AgentRunResponse` with the agent response that can contain multiple messages. +The text result of the run is available in `AgentRunResponse.Text` or `AgentRunResponse.ToString()`. +All messages created as part of the response is returned in the `AgentRunResponse.Messages` list. +This may include tool call messages, function results, reasoning updates and final results. + +```csharp +AgentRunResponse agentResponse = await agent.RunAsync(userInput, thread); +``` + +### 7. Agent Streaming Invocation + +Key differences in the method names from `Invoke` to `Run`, return types and parameters `AgentRunOptions`. + +#### Semantic Kernel + +```csharp +await foreach (StreamingChatMessageContent update in agent.InvokeStreamingAsync(userInput, thread)) +{ + Console.Write(update); +} +``` + +#### Agent Framework + +Similar streaming API pattern with the key difference being that it returns `AgentRunResponseUpdate` objects including more agent related information per update. + +All updates produced by any service underlying the AIAgent is returned. The textual result of the agent is available by concatenating the `AgentRunResponse.Text` values. + +```csharp +await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(userInput, thread)) +{ + Console.Write(update); // Update is ToString() friendly +} +``` + +### 8. Tool Function Signatures + +**Problem**: SK plugin methods need `[KernelFunction]` attributes + +```csharp +public class MenuPlugin +{ + [KernelFunction] // Required for SK + public static MenuItem[] GetMenu() => ...; +} +``` + +**Solution**: AF can use methods directly without attributes + +```csharp +public class MenuTools +{ + [Description("Get menu items")] // Optional description + public static MenuItem[] GetMenu() => ...; +} +``` + +### 9. Options Configuration + +**Problem**: Complex options setup in SK + +```csharp +OpenAIPromptExecutionSettings settings = new() { MaxTokens = 1000 }; +AgentInvokeOptions options = new() { KernelArguments = new(settings) }; +``` + +**Solution**: Simplified options in AF + +```csharp +ChatClientAgentRunOptions options = new(new() { MaxOutputTokens = 1000 }); +``` + +> [!IMPORTANT] +> This example shows passing implementation specific options to a `ChatClientAgent`. Not all `AIAgents` support `ChatClientAgentRunOptions`. +> `ChatClientAgent` is provided to build agents based on underlying inference services, and therefore supports inference options like `MaxOutputTokens`. + +### 10. Dependency Injection + +#### Semantic Kernel + +A `Kernel` registration is required in the service container to be able to create an agent +as every agent abstractions needs to be initialized with a `Kernel` property. + +Semantic Kernel uses the `Agent` type as the base abstraction class for agents. + +```csharp +services.AddKernel().AddProvider(...); +serviceContainer.AddKeyedSingleton( + TutorName, + (sp, key) => + new ChatCompletionAgent() + { + // Passing the kernel is required + Kernel = sp.GetRequiredService(), + }); +``` + +### 11. **Agent Type Consolidation** + +#### Semantic Kernel + +Semantic kernel provides specific agent classes for various services, e.g. + +- `ChatCompletionAgent` for use with chat-completion-based inference services. +- `OpenAIAssistantAgent` for use with the OpenAI Assistants service. +- `AzureAIAgent` for use with the Azure AI Foundry Agents service. + +#### Agent Framework + +The agent framework supports all the abovementioned services via a single agent type, `ChatClientAgent`. + +`ChatClientAgent` can be used to build agents using any underlying service that provides an SDK implementing the `Microsoft.Extensions.AI.IChatClient` interface. + +#### Agent Framework + +The Agent framework provides the `AIAgent` type as the base abstraction class. + +```csharp +services.AddKeyedSingleton(() => client.CreateAIAgent(...)); +``` + +## Migration Samples + +This folder contains **separate console application projects** demonstrating how to transition from **Semantic Kernel (SK)** to the new **Agent Framework (AF)**. + +Each project shows side-by-side comparisons of equivalent functionality in both frameworks and can be run independently. + +Each sample code contains the following: +1. **SK Agent** (Semantic Kernel before) +2. **AF Agent** (Agent Framework after) + +### Running the samples from Visual Studio + +Open the solution in Visual Studio and set the desired sample project as the startup project. Then, run the project using the built-in debugger or by pressing `F5`. + +You will be prompted for any required environment variables if they are not already set. + +### Prerequisites + +Before you begin, ensure you have the following: + +- [.NET 8.0 SDK or later](https://dotnet.microsoft.com/download) +- For Azure AI Foundry samples: Azure OpenAI service endpoint and deployment configured +- For OpenAI samples: OpenAI API key +- For OpenAI Assistants samples: OpenAI API key with Assistant API access + +### Environment Variables + +Set the appropriate environment variables based on the sample type you want to run: + +**For Azure AI Foundry projects:** +```powershell +$env:AZURE_FOUNDRY_PROJECT_ENDPOINT = "https://-resource.services.ai.azure.com/api/projects/" +``` + +**For OpenAI and OpenAI Assistants projects:** +```powershell +$env:OPENAI_API_KEY = "sk-..." +``` + +**For Azure OpenAI and Azure OpenAI Assistants projects:** +```powershell +$env:AZURE_OPENAI_ENDPOINT = "https://.cognitiveservices.azure.com/" +$env:AZURE_OPENAI_DEPLOYMENT_NAME = "gpt-4o" # Optional, defaults to gpt-4o +``` + +**Optional debug mode:** +```powershell +$env:AF_SHOW_ALL_DEMO_SETTING_VALUES = "Y" +``` + +If environment variables are not set, the demos will prompt you to enter values interactively. + +### Samples + +The migration samples are organized into different categories, each demonstrating different AI service integrations and orchestration patterns: + +|Category|Description| +|---|---| +|[AzureAIFoundry](./AzureAIFoundry/)|Azure OpenAI service integration samples| +|[AzureOpenAI](./AzureOpenAI/)|Direct Azure OpenAI API integration samples| +|[AzureOpenAIAssistants](./AzureOpenAIAssistants/)|Azure OpenAI Assistants API integration samples| +|[AzureOpenAIResponses](./AzureOpenAIResponses/)|Azure OpenAI Responses API integration samples| +|[OpenAI](./OpenAI/)|Direct OpenAI API integration samples| +|[OpenAIAssistants](./OpenAIAssistants/)|OpenAI Assistants API integration samples| +|[OpenAIResponses](./OpenAIResponses/)|OpenAI Responses API integration samples| +|[AgentOrchestrations](./AgentOrchestrations/)|Agent orchestration patterns including concurrent, sequential, and handoff workflows| + +## Running the samples from the console + +To run any migration sample, navigate to the desired sample directory: + +```powershell +# Azure AI Foundry Examples +cd "AzureAIFoundry\Step01_Basics" +dotnet run + +# Azure OpenAI Examples +cd "AzureOpenAI\Step01_Basics" +dotnet run + +# Azure OpenAI Assistants Examples +cd "AzureOpenAIAssistants\Step01_Basics" +dotnet run + +# Azure OpenAI Responses Examples +cd "AzureOpenAIResponses\Step01_Basics" +dotnet run + +# OpenAI Examples +cd "OpenAI\Step01_Basics" +dotnet run + +# OpenAI Assistants Examples +cd "OpenAIAssistants\Step01_Basics" +dotnet run + +# OpenAI Responses Examples +cd "OpenAIResponses\Step01_Basics" +dotnet run + +# Agent Orchestrations Examples +cd "AgentOrchestrations\Step01_Concurrent" +dotnet run + +cd "AgentOrchestrations\Step02_Sequential" +dotnet run + +cd "AgentOrchestrations\Step03_Handoff" +dotnet run +``` diff --git a/dotnet/samples/README.md b/dotnet/samples/README.md index 49a1b03c6715..957f1e0146ec 100644 --- a/dotnet/samples/README.md +++ b/dotnet/samples/README.md @@ -6,6 +6,7 @@ | [`GettingStartedWithAgents`](./GettingStartedWithAgents/README.md) | Take this step by step tutorial to get started with the Semantic Kernel Agents and get introduced to the key concepts. | | [`GettingStartedWithProcesses`](./GettingStartedWithProcesses/README.md) | Take this step by step tutorial to get started with the Semantic Kernel Processes and get introduced to the key concepts. | | [`GettingStartedWithVectorStores`](./GettingStartedWithVectorStores/README.md) | Take this step by step tutorial to get started with the Semantic Kernel Processes and get introduced to the key concepts. | +| [`AgentFrameworkMigration`](./AgentFrameworkMigration/README.md) | Learn how to migrate from Semantic Kernel Agents to the new Agent Framework with side-by-side comparison samples. | | [`Concepts`](./Concepts/README.md) | This section contains focused samples which illustrate all of the concepts included in the Semantic Kernel. | | [`Demos`](./Demos/README.md) | Look here to find a sample which demonstrate how to use many of Semantic Kernel features. | | [`LearnResources`](./LearnResources/README.md) | Code snippets that are related to online documentation sources like Microsoft Learn, DevBlogs and others | diff --git a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs index ab6881644147..2ed5dfad434f 100644 --- a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs +++ b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs @@ -48,6 +48,15 @@ public SemanticKernelAIAgent( this._threadSerializer = threadSerializer; } + /// + public override string Id => this._innerAgent.Id; + + /// + public override string? Name => this._innerAgent.Name; + + /// + public override string? Description => this._innerAgent.Description; + /// public override MAAI.AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) => new SemanticKernelAIAgentThread(this._threadDeserializationFactory(serializedThread, jsonSerializerOptions), this._threadSerializer); @@ -123,4 +132,16 @@ public override MAAI.AgentThread DeserializeThread(JsonElement serializedThread, }; } } + + /// + public override object? GetService(Type serviceType, object? serviceKey = null) + { + Throw.IfNull(serviceType); + + return serviceKey is null && serviceType == typeof(Kernel) + ? this._innerAgent.Kernel + : serviceKey is null && serviceType.IsInstanceOfType(this._innerAgent) + ? this._innerAgent + : base.GetService(serviceType, serviceKey); + } } diff --git a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs index 9867e5ada91d..274a9a839cf0 100644 --- a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs +++ b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgentThread.cs @@ -30,9 +30,13 @@ internal SemanticKernelAIAgentThread(AgentThread thread, Func this._threadSerializer(this.InnerThread, jsonSerializerOptions); + /// public override object? GetService(Type serviceType, object? serviceKey = null) - => base.GetService(serviceType, serviceKey) - ?? (serviceType == typeof(AgentThread) && serviceKey is null + { + Throw.IfNull(serviceType); + + return serviceKey is null && serviceType.IsInstanceOfType(this.InnerThread) ? this.InnerThread - : null); + : base.GetService(serviceType, serviceKey); + } } diff --git a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs index fd28fb1cd8a6..e2dd7fe00709 100644 --- a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs +++ b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs @@ -165,6 +165,25 @@ AgentThread ThreadFactory() Assert.IsType(result); } + [Fact] + public void Properties_ReflectInnerAgentProperties() + { + // Arrange + var concreteAgent = new TestAgent + { + Id = "test-agent-id", + Name = "Test Agent Name", + Description = "Test Agent Description" + }; + + var adapter = new SemanticKernelAIAgent(concreteAgent, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act & Assert + Assert.Equal("test-agent-id", adapter.Id); + Assert.Equal("Test Agent Name", adapter.Name); + Assert.Equal("Test Agent Description", adapter.Description); + } + [Fact] public async Task Run_CallsInnerAgentAsync() { @@ -234,4 +253,160 @@ async IAsyncEnumerable> GetAsyncE It.IsAny(), It.IsAny()), Times.Once); } + + [Fact] + public void GetService_WithKernelType_ReturnsKernel() + { + // Arrange + var kernel = new Kernel(); + var fakeAgent = new TestAgent() { Kernel = kernel }; + + var adapter = new SemanticKernelAIAgent(fakeAgent, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(Kernel)); + + // Assert + Assert.Same(kernel, result); + } + + [Fact] + public void GetService_WithKernelTypeAndServiceKey_ReturnsNull() + { + // Arrange + var kernel = new Kernel(); + var fakeAgent = new TestAgent() { Kernel = kernel }; + var adapter = new SemanticKernelAIAgent(fakeAgent, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + var serviceKey = new object(); + + // Act + var result = adapter.GetService(typeof(Kernel), serviceKey); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithAgentType_ReturnsInnerAgent() + { + // Arrange + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(Agent)); + + // Assert + Assert.Same(agentMock.Object, result); + } + + [Fact] + public void GetService_WithAgentTypeAndServiceKey_ReturnsNull() + { + // Arrange + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + var serviceKey = new object(); + + // Act + var result = adapter.GetService(typeof(Agent), serviceKey); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithNonAgentType_ReturnsNull() + { + // Arrange + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(string)); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithNullType_ThrowsArgumentNullException() + { + // Arrange + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act & Assert + Assert.Throws(() => adapter.GetService(null!)); + } + + [Fact] + public void GetService_WithBaseClassType_ReturnsInnerAgent() + { + // Arrange + var concreteAgent = new TestAgent(); + var adapter = new SemanticKernelAIAgent(concreteAgent, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(Agent)); + + // Assert + Assert.Same(concreteAgent, result); + } + + [Fact] + public void GetService_WithDerivedType_ReturnsInnerAgentWhenMatches() + { + // Arrange + var concreteAgent = new TestAgent(); + var adapter = new SemanticKernelAIAgent(concreteAgent, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(TestAgent)); + + // Assert + Assert.Same(concreteAgent, result); + } + + [Fact] + public void GetService_WithIncompatibleDerivedType_ReturnsNull() + { + // Arrange + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); + + // Act + var result = adapter.GetService(typeof(TestAgent)); + + // Assert + Assert.Null(result); + } + + private sealed class TestAgent : Agent + { + public override IAsyncEnumerable> InvokeAsync(ICollection messages, AgentThread? thread = null, AgentInvokeOptions? options = null, CancellationToken cancellationToken = default) + { + throw new NotImplementedException(); + } + + public override IAsyncEnumerable> InvokeStreamingAsync(ICollection messages, AgentThread? thread = null, AgentInvokeOptions? options = null, CancellationToken cancellationToken = default) + { + throw new NotImplementedException(); + } + + protected internal override Task CreateChannelAsync(CancellationToken cancellationToken) + { + throw new NotImplementedException(); + } + + protected internal override IEnumerable GetChannelKeys() + { + throw new NotImplementedException(); + } + + protected internal override Task RestoreChannelAsync(string channelState, CancellationToken cancellationToken) + { + throw new NotImplementedException(); + } + } } diff --git a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs index 11424931b68b..001cba290523 100644 --- a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs +++ b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentThreadTests.cs @@ -2,6 +2,9 @@ using System; using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.Agents; using Moq; using Xunit; @@ -163,4 +166,78 @@ public void Constructor_WithNullSerializer_ThrowsArgumentNullException() var threadMock = new Mock(); Assert.Throws(() => new SemanticKernelAIAgentThread(threadMock.Object, null!)); } + + [Fact] + public void GetService_WithBaseClassType_ReturnsInnerThread() + { + // Arrange + var concreteThread = new TestAgentThread(); + var adapter = new SemanticKernelAIAgentThread(concreteThread, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(AgentThread)); + + // Assert + Assert.Same(concreteThread, result); + } + + [Fact] + public void GetService_WithDerivedType_ReturnsInnerThreadWhenMatches() + { + // Arrange + var concreteThread = new TestAgentThread(); + var adapter = new SemanticKernelAIAgentThread(concreteThread, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(TestAgentThread)); + + // Assert + Assert.Same(concreteThread, result); + } + + [Fact] + public void GetService_WithIncompatibleDerivedType_ReturnsNull() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(TestAgentThread)); + + // Assert + Assert.Null(result); + } + + [Fact] + public void GetService_WithInterfaceType_ReturnsNull() + { + // Arrange + var threadMock = new Mock(); + var adapter = new SemanticKernelAIAgentThread(threadMock.Object, (t, o) => default); + + // Act + var result = adapter.GetService(typeof(IServiceProvider)); + + // Assert + Assert.Null(result); + } + + private sealed class TestAgentThread : AgentThread + { + protected override Task CreateInternalAsync(CancellationToken cancellationToken) + { + return Task.FromResult("test-thread-id"); + } + + protected override Task DeleteInternalAsync(CancellationToken cancellationToken) + { + return Task.CompletedTask; + } + + protected override Task OnNewMessageInternalAsync(ChatMessageContent newMessage, CancellationToken cancellationToken = default) + { + return Task.CompletedTask; + } + } } From 4c030fef514bb038f9d2a17f2d689a05448e10b8 Mon Sep 17 00:00:00 2001 From: Stephen Toub Date: Fri, 17 Oct 2025 10:58:22 -0400 Subject: [PATCH 18/35] .Net: Update to M.E.AI 9.10 (#13248) --- dotnet/Directory.Packages.props | 30 +++++++++---------- .../AzureAIFoundry_Step01_Basics.csproj | 2 +- .../AzureAIFoundry_Step02_ToolCall.csproj | 2 +- ...IFoundry_Step03_DependencyInjection.csproj | 2 +- ...ureAIFoundry_Step04_CodeInterpreter.csproj | 2 +- .../AzureOpenAI_Step01_Basics.csproj | 2 +- .../AzureOpenAI_Step02_ToolCall.csproj | 2 +- ...reOpenAI_Step03_DependencyInjection.csproj | 2 +- ...AzureOpenAIAssistants_Step01_Basics.csproj | 2 +- ...ureOpenAIAssistants_Step02_ToolCall.csproj | 2 +- ...sistants_Step03_DependencyInjection.csproj | 2 +- ...AIAssistants_Step04_CodeInterpreter.csproj | 2 +- .../AzureOpenAIResponses_Step01_Basics.csproj | 2 +- ...enAIResponses_Step02_ReasoningModel.csproj | 2 +- ...zureOpenAIResponses_Step03_ToolCall.csproj | 2 +- ...esponses_Step04_DependencyInjection.csproj | 2 +- .../Step01_Basics/OpenAI_Step01_Basics.csproj | 2 +- .../OpenAI_Step02_ToolCall.csproj | 2 +- .../OpenAI_Step03_DependencyInjection.csproj | 2 +- .../OpenAIAssistants_Step01_Basics.csproj | 2 +- .../OpenAIAssistants_Step02_ToolCall.csproj | 2 +- ...sistants_Step03_DependencyInjection.csproj | 2 +- ...AIAssistants_Step04_CodeInterpreter.csproj | 2 +- .../OpenAIResponses_Step01_Basics.csproj | 2 +- ...enAIResponses_Step02_ReasoningModel.csproj | 2 +- .../OpenAIResponses_Step03_ToolCall.csproj | 2 +- ...esponses_Step04_DependencyInjection.csproj | 2 +- .../GettingStartedWithAgents.csproj | 18 +++++------ .../Agents/UnitTests/Agents.UnitTests.csproj | 18 +++++------ .../AI/ChatClient/KernelChatOptions.cs | 29 +++++------------- 30 files changed, 66 insertions(+), 81 deletions(-) diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index acc237928c8e..c59ebf2a470a 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -64,9 +64,9 @@ - + - + @@ -80,7 +80,7 @@ - + @@ -101,12 +101,12 @@ - + - - + + @@ -115,10 +115,10 @@ - - - - + + + + @@ -126,15 +126,15 @@ - - + + - + @@ -146,7 +146,7 @@ - + @@ -156,7 +156,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj index 2ce8587a0d02..299fc52abf87 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj @@ -12,7 +12,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj index f4f2c7a9f0c1..d5005531b57c 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj index 2f7f67eabcde..355bf4abb5a9 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj index c9e473403f60..d2f6b97c9c96 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj index f13c9e7f497f..97183c27f30b 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj index 10843631ad45..07f11313c5b1 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step01_Basics/AzureOpenAIAssistants_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step02_ToolCall/AzureOpenAIAssistants_Step02_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj index 5b00889505ec..e5fb220c3ebc 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step03_DependencyInjection/AzureOpenAIAssistants_Step03_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIAssistants/Step04_CodeInterpreter/AzureOpenAIAssistants_Step04_CodeInterpreter.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj index 10843631ad45..07f11313c5b1 100644 --- a/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj index 75b2024ec5ed..1c1a8bedc246 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj index 2fa9fc0b417e..103bfa291e5f 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step01_Basics/OpenAIAssistants_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step02_ToolCall/OpenAIAssistants_Step02_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj index 5b00889505ec..e5fb220c3ebc 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step03_DependencyInjection/OpenAIAssistants_Step03_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIAssistants/Step04_CodeInterpreter/OpenAIAssistants_Step04_CodeInterpreter.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj index 0a2bf06acdc0..d140e01e0cc0 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj index 10843631ad45..07f11313c5b1 100644 --- a/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj +++ b/dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj b/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj index 90f2f6225a91..f04210a46452 100644 --- a/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj +++ b/dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj @@ -18,16 +18,16 @@ - - + + - - - - - - - + + + + + + + diff --git a/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj b/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj index da3c9326460c..79db0176fc95 100644 --- a/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj +++ b/dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj @@ -14,16 +14,16 @@ - - + + - - - - - - - + + + + + + + diff --git a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelChatOptions.cs b/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelChatOptions.cs index 70656742be12..20cabb2f8f71 100644 --- a/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelChatOptions.cs +++ b/dotnet/src/SemanticKernel.Abstractions/AI/ChatClient/KernelChatOptions.cs @@ -18,31 +18,11 @@ internal class KernelChatOptions : ChatOptions /// Target kernel. /// Original chat options. /// Prompt execution settings. - internal KernelChatOptions(Kernel kernel, ChatOptions? options = null, PromptExecutionSettings? settings = null) + internal KernelChatOptions(Kernel kernel, ChatOptions? options = null, PromptExecutionSettings? settings = null) : + base(options) { Verify.NotNull(kernel); - if (options is not null) - { - this.AdditionalProperties = options.AdditionalProperties; - this.AllowMultipleToolCalls = options.AllowMultipleToolCalls; - this.Tools = options.Tools; - this.Temperature = options.Temperature; - this.TopP = options.TopP; - this.TopK = options.TopK; - this.Seed = options.Seed; - this.ResponseFormat = options.ResponseFormat; - this.MaxOutputTokens = options.MaxOutputTokens; - this.FrequencyPenalty = options.FrequencyPenalty; - this.PresencePenalty = options.PresencePenalty; - this.StopSequences = options.StopSequences; - this.RawRepresentationFactory = options.RawRepresentationFactory; - this.ConversationId = options.ConversationId; - this.Seed = options.Seed; - this.ToolMode = options.ToolMode; - this.ModelId = options.ModelId; - } - this.ExecutionSettings = settings; this.Kernel = kernel; } @@ -55,4 +35,9 @@ internal KernelChatOptions(Kernel kernel, ChatOptions? options = null, PromptExe [JsonIgnore] public PromptExecutionSettings? ExecutionSettings { get; internal set; } + + public override ChatOptions Clone() => new KernelChatOptions(this.Kernel, this, this.ExecutionSettings) + { + ChatMessageContent = this.ChatMessageContent + }; } From fb29385cb987e6af9fa543f9d74ceb53ed034db0 Mon Sep 17 00:00:00 2001 From: westey <164392973+westey-m@users.noreply.github.com> Date: Mon, 20 Oct 2025 19:00:08 +0100 Subject: [PATCH 19/35] .Net: Bugfixes for SemanticKernelAIAgent (#13252) ### Motivation and Context #13254 ### Description - Fix two bugs related to duplicate text output, one for final text and the other for function results. ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --------- Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> --- .../AIAgent/SemanticKernelAIAgent.cs | 18 ++- .../src/Agents/OpenAI/OpenAIResponseAgent.cs | 5 + .../OpenAI/OpenAIResponseAgentExtensions.cs | 17 ++- .../AIAgent/SemanticKernelAIAgentTests.cs | 92 +++++++++++++- .../OpenAIResponseAgentExtensionsTests.cs | 117 +++++++++++++++++- .../ChatClientChatCompletionService.cs | 29 ++--- 6 files changed, 247 insertions(+), 31 deletions(-) diff --git a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs index 2ed5dfad434f..08407e0ae801 100644 --- a/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs +++ b/dotnet/src/Agents/Abstractions/AIAgent/SemanticKernelAIAgent.cs @@ -10,6 +10,7 @@ using System.Threading.Tasks; using Microsoft.Extensions.AI; using MAAI = Microsoft.Agents.AI; +using MEAI = Microsoft.Extensions.AI; namespace Microsoft.SemanticKernel.Agents; @@ -78,7 +79,20 @@ public override MAAI.AgentThread DeserializeThread(JsonElement serializedThread, { OnIntermediateMessage = (msg) => { - responseMessages.Add(msg.ToChatMessage()); + // As a backwards compatibility measure, ChatCompletionService inserts the function result + // as a text message followed by a function result message. If we detect that pattern, + // we must remove the text message to avoid the function result showing up in the user output. + var chatMessage = msg.ToChatMessage(); + if (chatMessage.Role == ChatRole.Tool + && chatMessage.Contents.Count == 2 + && chatMessage.Contents[0] is MEAI.TextContent textContent + && chatMessage.Contents[1] is MEAI.FunctionResultContent functionResultContent + && textContent.Text == functionResultContent.Result?.ToString()) + { + chatMessage.Contents.RemoveAt(0); + } + + responseMessages.Add(chatMessage); return Task.CompletedTask; } }; @@ -88,8 +102,6 @@ public override MAAI.AgentThread DeserializeThread(JsonElement serializedThread, await foreach (var responseItem in this._innerAgent.InvokeAsync(messages.Select(x => x.ToChatMessageContent()).ToList(), typedThread.InnerThread, invokeOptions, cancellationToken).ConfigureAwait(false)) { lastResponseItem = responseItem; - lastResponseMessage = responseItem.Message.ToChatMessage(); - responseMessages.Add(lastResponseMessage); } return new MAAI.AgentRunResponse(responseMessages) diff --git a/dotnet/src/Agents/OpenAI/OpenAIResponseAgent.cs b/dotnet/src/Agents/OpenAI/OpenAIResponseAgent.cs index e1a24b2c348b..87a6cad745ac 100644 --- a/dotnet/src/Agents/OpenAI/OpenAIResponseAgent.cs +++ b/dotnet/src/Agents/OpenAI/OpenAIResponseAgent.cs @@ -61,6 +61,11 @@ public override async IAsyncEnumerable> In // Notify the thread of new messages and return them to the caller. await foreach (var result in invokeResults.ConfigureAwait(false)) { + if (options?.OnIntermediateMessage is not null) + { + await options.OnIntermediateMessage(result).ConfigureAwait(false); + } + await this.NotifyThreadOfNewMessage(agentThread, result, cancellationToken).ConfigureAwait(false); yield return new(result, agentThread); } diff --git a/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs b/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs index 90184975bbed..76495b265352 100644 --- a/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs +++ b/dotnet/src/Agents/OpenAI/OpenAIResponseAgentExtensions.cs @@ -2,6 +2,7 @@ using System.Diagnostics.CodeAnalysis; using System.Text.Json; +using Microsoft.SemanticKernel.ChatCompletion; using MAAI = Microsoft.Agents.AI; namespace Microsoft.SemanticKernel.Agents.OpenAI; @@ -19,11 +20,19 @@ public static class OpenAIResponseAgentExtensions [Experimental("SKEXP0110")] public static MAAI.AIAgent AsAIAgent(this OpenAIResponseAgent responseAgent) => responseAgent.AsAIAgent( - () => new OpenAIResponseAgentThread(responseAgent.Client), + () => responseAgent.StoreEnabled ? new OpenAIResponseAgentThread(responseAgent.Client) : new ChatHistoryAgentThread(), (json, options) => { - var agentId = JsonSerializer.Deserialize(json); - return agentId is null ? new OpenAIResponseAgentThread(responseAgent.Client) : new OpenAIResponseAgentThread(responseAgent.Client, agentId); + if (responseAgent.StoreEnabled) + { + var agentId = JsonSerializer.Deserialize(json); + return agentId is null ? new OpenAIResponseAgentThread(responseAgent.Client) : new OpenAIResponseAgentThread(responseAgent.Client, agentId); + } + + var chatHistory = JsonSerializer.Deserialize(json); + return chatHistory is null ? new ChatHistoryAgentThread() : new ChatHistoryAgentThread(chatHistory); }, - (thread, options) => JsonSerializer.SerializeToElement((thread as OpenAIResponseAgentThread)?.Id)); + (thread, options) => responseAgent.StoreEnabled + ? JsonSerializer.SerializeToElement((thread as OpenAIResponseAgentThread)?.Id) + : JsonSerializer.SerializeToElement((thread as ChatHistoryAgentThread)?.ChatHistory)); } diff --git a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs index e2dd7fe00709..8602f9ce1fc5 100644 --- a/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs +++ b/dotnet/src/Agents/UnitTests/AIAgent/SemanticKernelAIAgentTests.cs @@ -3,6 +3,7 @@ using System; using System.Collections.Generic; using System.Linq; +using System.Runtime.CompilerServices; using System.Text.Json; using System.Threading; using System.Threading.Tasks; @@ -12,6 +13,7 @@ using Moq; using Xunit; using MAAI = Microsoft.Agents.AI; +using MEAI = Microsoft.Extensions.AI; namespace SemanticKernel.Agents.UnitTests.AIAgent; @@ -196,12 +198,17 @@ public async Task Run_CallsInnerAgentAsync() It.IsAny(), It.IsAny(), It.IsAny())) - .Returns(GetAsyncEnumerable()); + .Returns(MockInvokeAsync); var adapter = new SemanticKernelAIAgent(agentMock.Object, () => Mock.Of(), (e, o) => Mock.Of(), (t, o) => default); - async IAsyncEnumerable> GetAsyncEnumerable() + async IAsyncEnumerable> MockInvokeAsync(ICollection messages, + AgentThread? thread = null, + AgentInvokeOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) { - yield return new AgentResponseItem(new ChatMessageContent(AuthorRole.Assistant, "Final response"), innerThread); + var message = new ChatMessageContent(AuthorRole.Assistant, "Final response"); + await options!.OnIntermediateMessage!.Invoke(message); + yield return new AgentResponseItem(message, innerThread); } var thread = new SemanticKernelAIAgentThread(innerThread, (t, o) => default); @@ -254,6 +261,85 @@ async IAsyncEnumerable> GetAsyncE It.IsAny()), Times.Once); } + [Fact] + public async Task RunAsync_RemovesDuplicateTextContentInToolMessage() + { + // Arrange + var innerThread = Mock.Of(); + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => innerThread, (e, o) => innerThread, (t, o) => default); + + agentMock.Setup(a => a.InvokeAsync( + It.IsAny>(), + It.IsAny(), + It.IsAny(), + It.IsAny())) + .Returns((List msgs, AgentThread thread, AgentInvokeOptions opts, CancellationToken ct) => GetEnumerableWithDuplicateToolMessage(thread, opts)); + + async IAsyncEnumerable> GetEnumerableWithDuplicateToolMessage(AgentThread thread, AgentInvokeOptions opts) + { + // Tool message with duplicate text + function result + var toolMessage = new ChatMessageContent(AuthorRole.Tool, "RESULT"); + toolMessage.Items.Add(new FunctionResultContent(functionName: "Fn", result: "RESULT")); + await opts.OnIntermediateMessage!.Invoke(toolMessage); + + // Final assistant message + var final = new ChatMessageContent(AuthorRole.Assistant, "done"); + yield return new AgentResponseItem(final, thread); + } + + var threadWrapper = new SemanticKernelAIAgentThread(innerThread, (t, o) => default); + + // Act + var response = await adapter.RunAsync("input", threadWrapper); + + // Assert + // Use reflection to inspect Messages collection inside AgentRunResponse + var messages = response.Messages; + var contents = messages.First().Contents; + Assert.Single(contents); // Duplicate text content should have been removed + Assert.IsType(contents.First()); + } + + [Fact] + public async Task RunAsync_DoesNotRemoveTextContentWhenDifferent() + { + // Arrange + var innerThread = Mock.Of(); + var agentMock = new Mock(); + var adapter = new SemanticKernelAIAgent(agentMock.Object, () => innerThread, (e, o) => innerThread, (t, o) => default); + + agentMock.Setup(a => a.InvokeAsync( + It.IsAny>(), + It.IsAny(), + It.IsAny(), + It.IsAny())) + .Returns((List msgs, AgentThread thread, AgentInvokeOptions opts, CancellationToken ct) => GetEnumerableWithNonDuplicateToolMessage(thread, opts)); + + async IAsyncEnumerable> GetEnumerableWithNonDuplicateToolMessage(AgentThread thread, AgentInvokeOptions opts) + { + // Tool message with text + function result differing + var toolMessage = new ChatMessageContent(AuthorRole.Tool, "TEXT"); + toolMessage.Items.Add(new FunctionResultContent(functionName: "Fn", result: "DIFFERENT")); + await opts.OnIntermediateMessage!.Invoke(toolMessage); + + var final = new ChatMessageContent(AuthorRole.Assistant, "done"); + yield return new AgentResponseItem(final, thread); + } + + var threadWrapper = new SemanticKernelAIAgentThread(innerThread, (t, o) => default); + + // Act + var response = await adapter.RunAsync("input", threadWrapper); + + // Assert + var messages = response.Messages; + var contents = messages.First().Contents; + Assert.Equal(2, contents.Count); // Both contents should remain + Assert.IsType(contents.First()); + Assert.IsType(contents.Last()); + } + [Fact] public void GetService_WithKernelType_ReturnsKernel() { diff --git a/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs index db5466592435..acda1a6166d2 100644 --- a/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs +++ b/dotnet/src/Agents/UnitTests/OpenAI/OpenAIResponseAgentExtensionsTests.cs @@ -4,6 +4,7 @@ using System.Text.Json; using Microsoft.SemanticKernel.Agents; using Microsoft.SemanticKernel.Agents.OpenAI; +using Microsoft.SemanticKernel.ChatCompletion; using OpenAI.Responses; using Xunit; @@ -37,11 +38,14 @@ public void AsAIAgent_WithNullOpenAIResponseAgent_ThrowsArgumentNullException() } [Fact] - public void AsAIAgent_CreatesWorkingThreadFactory() + public void AsAIAgent_CreatesWorkingThreadFactoryStoreTrue() { // Arrange var responseClient = new OpenAIResponseClient("model", "apikey"); - var responseAgent = new OpenAIResponseAgent(responseClient); + var responseAgent = new OpenAIResponseAgent(responseClient) + { + StoreEnabled = true + }; // Act var result = responseAgent.AsAIAgent(); @@ -54,12 +58,36 @@ public void AsAIAgent_CreatesWorkingThreadFactory() Assert.IsType(threadAdapter.InnerThread); } + [Fact] + public void AsAIAgent_CreatesWorkingThreadFactoryStoreFalse() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient) + { + StoreEnabled = false + }; + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.GetNewThread(); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + Assert.IsType(threadAdapter.InnerThread); + } + [Fact] public void AsAIAgent_ThreadDeserializationFactory_WithNullAgentId_CreatesNewThread() { // Arrange var responseClient = new OpenAIResponseClient("model", "apikey"); - var responseAgent = new OpenAIResponseAgent(responseClient); + var responseAgent = new OpenAIResponseAgent(responseClient) + { + StoreEnabled = true + }; var jsonElement = JsonSerializer.SerializeToElement((string?)null); // Act @@ -78,7 +106,10 @@ public void AsAIAgent_ThreadDeserializationFactory_WithValidAgentId_CreatesThrea { // Arrange var responseClient = new OpenAIResponseClient("model", "apikey"); - var responseAgent = new OpenAIResponseAgent(responseClient); + var responseAgent = new OpenAIResponseAgent(responseClient) + { + StoreEnabled = true + }; var threadId = "test-agent-id"; var jsonElement = JsonSerializer.SerializeToElement(threadId); @@ -99,7 +130,10 @@ public void AsAIAgent_ThreadSerializer_SerializesThreadId() { // Arrange var responseClient = new OpenAIResponseClient("model", "apikey"); - var responseAgent = new OpenAIResponseAgent(responseClient); + var responseAgent = new OpenAIResponseAgent(responseClient) + { + StoreEnabled = true + }; var expectedThreadId = "test-thread-id"; var responseThread = new OpenAIResponseAgentThread(responseClient, expectedThreadId); var jsonElement = JsonSerializer.SerializeToElement(expectedThreadId); @@ -114,4 +148,77 @@ public void AsAIAgent_ThreadSerializer_SerializesThreadId() Assert.Equal(JsonValueKind.String, serializedElement.ValueKind); Assert.Equal(expectedThreadId, serializedElement.GetString()); } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithNullJson_CreatesThreadWithEmptyChatHistory() + { + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var jsonElement = JsonSerializer.SerializeToElement((string?)null); + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + var chatHistoryAgentThread = Assert.IsType(threadAdapter.InnerThread); + Assert.Empty(chatHistoryAgentThread.ChatHistory); + } + + [Fact] + public void AsAIAgent_ThreadDeserializationFactory_WithChatHistory_CreatesThreadWithChatHistory() + { + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var expectedChatHistory = new ChatHistory("mock message", AuthorRole.User); + var jsonElement = JsonSerializer.SerializeToElement(expectedChatHistory); + + // Act + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Assert + Assert.NotNull(thread); + Assert.IsType(thread); + var threadAdapter = (SemanticKernelAIAgentThread)thread; + var chatHistoryAgentThread = Assert.IsType(threadAdapter.InnerThread); + Assert.Single(chatHistoryAgentThread.ChatHistory); + var firstMessage = chatHistoryAgentThread.ChatHistory[0]; + Assert.Equal(AuthorRole.User, firstMessage.Role); + Assert.Equal("mock message", firstMessage.Content); + } + + [Fact] + public void AsAIAgent_ThreadSerializer_SerializesChatHistory() + { + // Arrange + var responseClient = new OpenAIResponseClient("model", "apikey"); + var responseAgent = new OpenAIResponseAgent(responseClient); + var expectedChatHistory = new ChatHistory("mock message", AuthorRole.User); + var jsonElement = JsonSerializer.SerializeToElement(expectedChatHistory); + + var result = responseAgent.AsAIAgent(); + var thread = result.DeserializeThread(jsonElement); + + // Act + var serializedElement = thread.Serialize(); + + // Assert + Assert.Equal(JsonValueKind.Array, serializedElement.ValueKind); + Assert.Equal(1, serializedElement.GetArrayLength()); + + var firstMessage = serializedElement[0]; + Assert.True(firstMessage.TryGetProperty("Role", out var roleProp)); + Assert.Equal("user", roleProp.GetProperty("Label").GetString()); + + Assert.True(firstMessage.TryGetProperty("Items", out var itemsProp)); + Assert.Equal(1, itemsProp.GetArrayLength()); + + var firstItem = itemsProp[0]; + Assert.Equal("TextContent", firstItem.GetProperty("$type").GetString()); + Assert.Equal("mock message", firstItem.GetProperty("Text").GetString()); + } } diff --git a/dotnet/src/SemanticKernel.Abstractions/AI/ChatCompletion/ChatClientChatCompletionService.cs b/dotnet/src/SemanticKernel.Abstractions/AI/ChatCompletion/ChatClientChatCompletionService.cs index de57425e8d3b..f447c38b0c99 100644 --- a/dotnet/src/SemanticKernel.Abstractions/AI/ChatCompletion/ChatClientChatCompletionService.cs +++ b/dotnet/src/SemanticKernel.Abstractions/AI/ChatCompletion/ChatClientChatCompletionService.cs @@ -89,7 +89,6 @@ public async IAsyncEnumerable GetStreamingChatMessa chatHistory = executionSettings.ChatClientPrepareChatHistoryForRequest(chatHistory); } - List fcContents = []; ChatRole? role = null; await foreach (var update in this._chatClient.GetStreamingResponseAsync( @@ -99,24 +98,22 @@ public async IAsyncEnumerable GetStreamingChatMessa { role ??= update.Role; - fcContents.AddRange(update.Contents.Where(c => c is Microsoft.Extensions.AI.FunctionCallContent or Microsoft.Extensions.AI.FunctionResultContent)); - - yield return update.ToStreamingChatMessageContent(); - } - - // Message tools and function calls should be individual messages in the history. - foreach (var fcc in fcContents) - { - if (fcc is Microsoft.Extensions.AI.FunctionCallContent functionCallContent) + // Message tools and function calls should be individual messages in the history. + foreach (var fcc in update.Contents.Where(c => c is Microsoft.Extensions.AI.FunctionCallContent or Microsoft.Extensions.AI.FunctionResultContent)) { - chatHistory.Add(new ChatMessage(ChatRole.Assistant, [functionCallContent]).ToChatMessageContent()); - continue; + if (fcc is Microsoft.Extensions.AI.FunctionCallContent functionCallContent) + { + chatHistory.Add(new ChatMessage(ChatRole.Assistant, [functionCallContent]).ToChatMessageContent()); + continue; + } + + if (fcc is Microsoft.Extensions.AI.FunctionResultContent functionResultContent) + { + chatHistory.Add(new ChatMessage(ChatRole.Tool, [functionResultContent]).ToChatMessageContent()); + } } - if (fcc is Microsoft.Extensions.AI.FunctionResultContent functionResultContent) - { - chatHistory.Add(new ChatMessage(ChatRole.Tool, [functionResultContent]).ToChatMessageContent()); - } + yield return update.ToStreamingChatMessageContent(); } } } From 2530daf72716d03ab45c34760641acac1ab9daa6 Mon Sep 17 00:00:00 2001 From: asyrovprog Date: Tue, 21 Oct 2025 02:20:42 -0700 Subject: [PATCH 20/35] =?UTF-8?q?.Net:=20Add=20.NET=20VoiceChat=20console?= =?UTF-8?q?=20demo:=20Microphone=20=E2=86=92=20VAD=20=E2=86=92=20STT=20?= =?UTF-8?q?=E2=86=92=20Chat=20=E2=86=92=20TTS=20=E2=86=92=20Speaker=20(#12?= =?UTF-8?q?992)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### Motivation and Context Resolves microsoft/semantic-kernel#12916 While the repo already includes an `OpenAIRealtime` demo, this sample shows how **Semantic Kernel** can power a classic, production-style voice pipeline: **VAD → STT → Chat (SK) → TTS → Speaker** This is an end-to-end console app that: - **Uses voice activity detection (VAD)** to skip silence, reducing unnecessary API calls and latency. - **Uses TPL Dataflow** for structured, asynchronous message passing and backpressure, making the flow easier to extend or integrate. - **Streams responses end-to-end**, so the user hears audio as the LLM generates text. - **Runs entirely in a console**, no additional UI frameworks required. This makes the sample representative of real-world voice-agent architecture while remaining minimal and easy to run. Please note that demo is x64 due Web RTC VAD (WebRtcVadSharp) package. --------- Co-authored-by: Andrew Syrov Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> --- dotnet/Directory.Packages.props | 3 + dotnet/SK-dotnet.slnx | 1 + .../Demos/VoiceChat/Options/AudioOptions.cs | 10 ++ .../Demos/VoiceChat/Options/ChatOptions.cs | 17 +++ .../Demos/VoiceChat/Options/OpenAIOptions.cs | 20 +++ .../VoiceChat/Pipeline/PipelineEvents.cs | 50 +++++++ .../Demos/VoiceChat/Pipeline/TurnManager.cs | 23 ++++ .../VoiceChat/Pipeline/VoiceChatPipeline.cs | 127 ++++++++++++++++++ dotnet/samples/Demos/VoiceChat/Program.cs | 59 ++++++++ dotnet/samples/Demos/VoiceChat/README.md | 56 ++++++++ .../Services/AudioPlaybackService.cs | 78 +++++++++++ .../VoiceChat/Services/AudioSourceService.cs | 72 ++++++++++ .../Demos/VoiceChat/Services/ChatService.cs | 76 +++++++++++ .../VoiceChat/Services/SpeechToTextService.cs | 62 +++++++++ .../VoiceChat/Services/TextToSpeechService.cs | 40 ++++++ .../Demos/VoiceChat/Services/VadService.cs | 113 ++++++++++++++++ .../Demos/VoiceChat/Utilities/Tools.cs | 75 +++++++++++ .../samples/Demos/VoiceChat/VoiceChat.csproj | 38 ++++++ dotnet/samples/Demos/VoiceChat/VoiceChat.sln | 24 ++++ .../samples/Demos/VoiceChat/appsettings.json | 22 +++ 20 files changed, 966 insertions(+) create mode 100644 dotnet/samples/Demos/VoiceChat/Options/AudioOptions.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Options/ChatOptions.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Options/OpenAIOptions.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Pipeline/PipelineEvents.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Pipeline/TurnManager.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Pipeline/VoiceChatPipeline.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Program.cs create mode 100644 dotnet/samples/Demos/VoiceChat/README.md create mode 100644 dotnet/samples/Demos/VoiceChat/Services/AudioPlaybackService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Services/AudioSourceService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Services/ChatService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Services/SpeechToTextService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Services/TextToSpeechService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Services/VadService.cs create mode 100644 dotnet/samples/Demos/VoiceChat/Utilities/Tools.cs create mode 100644 dotnet/samples/Demos/VoiceChat/VoiceChat.csproj create mode 100644 dotnet/samples/Demos/VoiceChat/VoiceChat.sln create mode 100644 dotnet/samples/Demos/VoiceChat/appsettings.json diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index c59ebf2a470a..1f481741f41c 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -138,6 +138,7 @@ + @@ -230,5 +231,7 @@ + +     \ No newline at end of file diff --git a/dotnet/SK-dotnet.slnx b/dotnet/SK-dotnet.slnx index 3e1c39a2d6a6..835c32f258a1 100644 --- a/dotnet/SK-dotnet.slnx +++ b/dotnet/SK-dotnet.slnx @@ -99,6 +99,7 @@ +     diff --git a/dotnet/samples/Demos/VoiceChat/Options/AudioOptions.cs b/dotnet/samples/Demos/VoiceChat/Options/AudioOptions.cs new file mode 100644 index 000000000000..bba113c30986 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Options/AudioOptions.cs @@ -0,0 +1,10 @@ +// Copyright (c) Microsoft. All rights reserved. + +public class AudioOptions +{ + // Audio configuration constants, not part of appsettings, not intended to be changed + public const int SampleRate = 16000; + public const int Channels = 1; + public const int BitsPerSample = 16; + public const int BufferMilliseconds = 20; +} diff --git a/dotnet/samples/Demos/VoiceChat/Options/ChatOptions.cs b/dotnet/samples/Demos/VoiceChat/Options/ChatOptions.cs new file mode 100644 index 000000000000..f46eb0242fd3 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Options/ChatOptions.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel.DataAnnotations; + +public class ChatOptions +{ + public const string SectionName = "Chat"; + + [Required] + public string SystemMessage { get; set; } = string.Empty; + + // Chat response streaming constants + public int StreamingChunkSizeThreshold { get; set; } = 100; + public double Temperature { get; set; } = 0.7; + public int MaxTokens { get; set; } = 500; + public double TopP { get; set; } = 0.9; +} diff --git a/dotnet/samples/Demos/VoiceChat/Options/OpenAIOptions.cs b/dotnet/samples/Demos/VoiceChat/Options/OpenAIOptions.cs new file mode 100644 index 000000000000..81e9f040488e --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Options/OpenAIOptions.cs @@ -0,0 +1,20 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.ComponentModel.DataAnnotations; + +public class OpenAIOptions +{ + public const string SectionName = "OpenAI"; + + [Required] + public string ApiKey { get; set; } = string.Empty; + + [Required] + public string ChatModelId { get; set; } = "gpt-4"; + + [Required] + public string TranscriptionModelId { get; set; } = "gpt-4o-transcribe"; + + [Required] + public string SpeechModelId { get; set; } = "gpt-4o-mini-tts"; +} diff --git a/dotnet/samples/Demos/VoiceChat/Pipeline/PipelineEvents.cs b/dotnet/samples/Demos/VoiceChat/Pipeline/PipelineEvents.cs new file mode 100644 index 000000000000..d5ed84bb904d --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Pipeline/PipelineEvents.cs @@ -0,0 +1,50 @@ +// Copyright (c) Microsoft. All rights reserved. + +global using AudioChunkEvent = PipelineEvent; +global using AudioEvent = PipelineEvent; +global using ChatEvent = PipelineEvent; +global using SpeechEvent = PipelineEvent; +global using TranscriptionEvent = PipelineEvent; + +public readonly struct PipelineEvent(int turnId, CancellationToken cancellationToken, T payload) : IEquatable> +{ + public int TurnId { get; } = turnId; + public CancellationToken CancellationToken { get; } = cancellationToken; + public T Payload { get; } = payload; + + public static bool IsValid(PipelineEvent evt, int currentTurnId, Func? payloadPredicate = null) + => evt.Payload != null + && evt.TurnId == currentTurnId + && !evt.CancellationToken.IsCancellationRequested + && (payloadPredicate?.Invoke(evt.Payload) ?? true); + + public override bool Equals(object obj) + { + throw new NotImplementedException(); + } + + public override int GetHashCode() + { + throw new NotImplementedException(); + } + + public static bool operator ==(PipelineEvent left, PipelineEvent right) + { + return left.Equals(right); + } + + public static bool operator !=(PipelineEvent left, PipelineEvent right) + { + return !(left == right); + } + + public bool Equals(PipelineEvent other) + { + throw new NotImplementedException(); + } +} + +public record AudioData(byte[] Data, int SampleRate, int Channels, int BitsPerSample) +{ + public TimeSpan Duration => TimeSpan.FromSeconds((double)this.Data.Length / (this.SampleRate * this.Channels * this.BitsPerSample / 8)); +} diff --git a/dotnet/samples/Demos/VoiceChat/Pipeline/TurnManager.cs b/dotnet/samples/Demos/VoiceChat/Pipeline/TurnManager.cs new file mode 100644 index 000000000000..391f5b784b79 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Pipeline/TurnManager.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +public class TurnManager : IDisposable +{ + private int _currentTurnId = 0; + private CancellationTokenSource _cts = new(); + private readonly object _lock = new(); + public int CurrentTurnId { get { lock (this._lock) { return this._currentTurnId; } } } + public CancellationToken CurrentToken { get { lock (this._lock) { return this._cts.Token; } } } + + public void Interrupt() + { + lock (this._lock) + { + this._currentTurnId++; + this._cts.Cancel(); + this._cts.Dispose(); + this._cts = new CancellationTokenSource(); + } + } + + public void Dispose() => this._cts?.Dispose(); +} diff --git a/dotnet/samples/Demos/VoiceChat/Pipeline/VoiceChatPipeline.cs b/dotnet/samples/Demos/VoiceChat/Pipeline/VoiceChatPipeline.cs new file mode 100644 index 000000000000..32be205a2a1d --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Pipeline/VoiceChatPipeline.cs @@ -0,0 +1,127 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Threading.Tasks.Dataflow; +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Options; + +public class VoiceChatPipeline : IDisposable +{ + // Pipeline configuration constants + private const int MaxDegreeOfParallelism = 1; // Number of parallel operations in dataflow blocks + private const int BoundedCapacity = 5; // Maximum capacity for dataflow block buffers + private const bool EnsureOrdered = true; // Ensure order preservation in pipeline + + // Dataflow options fields - initialized inline + private readonly ExecutionDataflowBlockOptions _executionOptions = new() + { + MaxDegreeOfParallelism = MaxDegreeOfParallelism, + BoundedCapacity = BoundedCapacity, + EnsureOrdered = EnsureOrdered + }; + + private readonly DataflowLinkOptions _linkOptions = new() { PropagateCompletion = true }; + private readonly ILogger _logger; + private readonly AudioPlaybackService _audioPlaybackService; + private readonly SpeechToTextService _speechToTextService; + private readonly TextToSpeechService _textToSpeechService; + private readonly ChatService _chatService; + private readonly TurnManager _turnManager; + private readonly VadService _vadService; + private readonly AudioSourceService _audioSourceService; + + private CancellationTokenSource? _cancellationTokenSource; + + public VoiceChatPipeline( + ILogger logger, + AudioPlaybackService audioPlaybackService, + SpeechToTextService speechToTextService, + TextToSpeechService textToSpeechService, + ChatService chatService, + VadService vadService, + AudioSourceService audioSourceService, + TurnManager turnManager, + IOptions audioOptions) + { + this._logger = logger; + this._audioPlaybackService = audioPlaybackService; + this._speechToTextService = speechToTextService; + this._textToSpeechService = textToSpeechService; + this._chatService = chatService; + this._vadService = vadService; + this._audioSourceService = audioSourceService; + this._turnManager = turnManager; + } + + public async Task RunAsync(CancellationToken cancellationToken = default) + { + this._cancellationTokenSource = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken); + + // Create pipeline blocks - VAD now accepts raw audio chunks directly + var vadBlock = new TransformManyBlock(this._vadService.Transform, this._executionOptions); + var sttBlock = new TransformBlock(this._speechToTextService.TransformAsync, this._executionOptions); + var chatBlock = new TransformManyBlock(this._chatService.TransformAsync, this._executionOptions); + var ttsBlock = new TransformBlock(this._textToSpeechService.TransformAsync, this._executionOptions); + var playbackBlock = new ActionBlock(this._audioPlaybackService.PipelineActionAsync, this._executionOptions); + + // Connect the blocks in the pipeline + this.Link(vadBlock, sttBlock, "VAD", audioData => audioData.Data.Length > 0); + this.Link(sttBlock, chatBlock, "STT", t => !string.IsNullOrEmpty(t)); + this.Link(chatBlock, ttsBlock, "Chat", t => !string.IsNullOrEmpty(t)); + this.Link(ttsBlock, playbackBlock, "TTS", t => t.Length > 0); + + this._logger.LogInformation("Voice Chat started. You can start conversation now, or press Ctrl+C to exit."); + + try + { + // Keep feeding audio chunks into the VAD pipeline block till RunAsync is not cancelled + await foreach (var audioChunk in this._audioSourceService.GetAudioChunksAsync(this._cancellationTokenSource.Token)) + { + await vadBlock.SendAsync(audioChunk, this._cancellationTokenSource.Token); + } + } + catch (OperationCanceledException) + { + this._logger.LogInformation("Voice Chat pipeline stopping due to cancellation..."); + } + finally + { + vadBlock.Complete(); + await playbackBlock.Completion; + } + } + + public void Dispose() + { + this._vadService?.Dispose(); + this._cancellationTokenSource?.Dispose(); + } + + // Generic filter methods for pipeline events + private bool Filter(PipelineEvent evt, string blockName, Func predicate, IDataflowBlock block) + { + var valid = PipelineEvent.IsValid(evt, this._turnManager.CurrentTurnId, predicate); + if (!valid) + { + this._logger.LogWarning($"{blockName} block: Event filtered out due to cancellation or empty payload."); + } + return valid; + } + + private bool FilterDiscarded(PipelineEvent evt, string blockName) + { + this._logger.LogWarning($"{blockName} block: Event filtered out due to cancellation or empty."); + return true; + } + + private void Link( + ISourceBlock> source, + ITargetBlock> target, + string blockName, + Func predicate) + { + source.LinkTo(target, this._linkOptions, evt => this.Filter(evt, blockName, predicate, source)); + this.DiscardFiltered(source, blockName); + } + + private void DiscardFiltered(ISourceBlock> block, string blockName) => block.LinkTo(DataflowBlock.NullTarget>(), this._linkOptions, evt => this.FilterDiscarded(evt, blockName)); +} diff --git a/dotnet/samples/Demos/VoiceChat/Program.cs b/dotnet/samples/Demos/VoiceChat/Program.cs new file mode 100644 index 000000000000..2ee588f79462 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Program.cs @@ -0,0 +1,59 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.Configuration; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Hosting; +using Microsoft.SemanticKernel; + +internal static class Program +{ + internal static async Task Main(string[] args) + { + var builder = Host.CreateApplicationBuilder(args); + builder.Configuration.AddUserSecrets(); + // Adding configuration from appsettings.json and environment variables + builder.Services.ConfigureOptions(OpenAIOptions.SectionName); + builder.Services.ConfigureOptions(ChatOptions.SectionName); + + // Configure Semantic Kernel in DI container + builder.Services + .AddKernel() + .AddOpenAIChatCompletion( + modelId: builder.Configuration[$"{OpenAIOptions.SectionName}:ChatModelId"]!, + apiKey: builder.Configuration[$"{OpenAIOptions.SectionName}:ApiKey"]! + ); + + // Register audio chat pipeline services + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + builder.Services.AddSingleton(); + + // Register audio chat pipeline + builder.Services.AddTransient(); + + using var host = builder.Build(); + + // Setting up graceful shutdown on Ctrl+C + using var cts = new CancellationTokenSource(); + Console.CancelKeyPress += (_, e) => + { + e.Cancel = true; + cts.Cancel(); + }; + + // Run the voice chat pipeline + using var pipeline = host.Services.GetRequiredService(); + await pipeline.RunAsync(cts.Token); + } + + private static void ConfigureOptions(this IServiceCollection services, string sectionName) where TOptions : class => + services + .AddOptions() + .BindConfiguration(sectionName) + .ValidateDataAnnotations() + .ValidateOnStart(); +} diff --git a/dotnet/samples/Demos/VoiceChat/README.md b/dotnet/samples/Demos/VoiceChat/README.md new file mode 100644 index 000000000000..7ba802dd8472 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/README.md @@ -0,0 +1,56 @@ +# Voice Chat + +This sample demonstrates a simple voice chat application built with Semantic Kernel and OpenAI’s API for speech-to-text (STT), chat completion, and text-to-speech (TTS). + +It captures audio from the microphone, processes it through a pipeline, and plays back the AI-generated responses: + +Microphone → VAD → STT → Chat (Semantic Kernel) → TTS → Speaker + +## Purpose + +This is not a complete application, but a **starting point** that shows how an audio pipeline can be built using Semantic Kernel and the .NET DataFlow library. +It’s intended to help you understand how to structure audio processing with SK, rather than provide a production-ready chat app. + +## Voice Activity Detection + +This demo uses **WebRTC VAD** to detect when the user starts and stops speaking. +Other model-based approaches can also be used, such as **[Silero VAD](https://github.com/snakers4/silero-vad/tree/master/examples/csharp)**, which may provide higher accuracy. + +## Known Limitations + +- **Latency** + This demo processes audio in discrete steps (non-streaming). Response times are therefore large, sometimes over 20 seconds. + To reduce latency, you should use **streaming STT and TTS services** (see below). + +- **OpenAI Free Tier Rate Limits** + Very high latencies can also be caused by OpenAI’s rate limits, especially on free-tier accounts. See the OpenAI [rate limits documentation](https://platform.openai.com/docs/guides/rate-limits) for more details. + +- **Latency Resources** + For more on latency in voice AI pipelines, see this resource: [Latency in LLM Voice Pipelines](https://voiceaiandvoiceagents.com/#latency-llm). + +## Suggested Streaming Services + +To reduce latency in real-world scenarios, you can integrate with streaming speech services such as: + +- **Speech-to-Text (STT)** + - [OpenAI Realtime API (Whisper streaming)](https://platform.openai.com/docs/guides/realtime) + - [Azure Cognitive Services Speech-to-Text](https://learn.microsoft.com/azure/cognitive-services/speech-service/speech-to-text) + - [Deepgram Streaming STT](https://developers.deepgram.com/docs/streaming) + - [AssemblyAI Streaming STT](https://www.assemblyai.com/docs/real-time-speech-recognition) + +- **Text-to-Speech (TTS)** + - [OpenAI Realtime API (TTS streaming)](https://platform.openai.com/docs/guides/realtime) + - [Azure Cognitive Services Text-to-Speech](https://learn.microsoft.com/azure/cognitive-services/speech-service/text-to-speech) + - [Amazon Polly Neural TTS](https://docs.aws.amazon.com/polly/latest/dg/what-is.html) + +## How to Run + +1. Store your API key securely with [.NET user-secrets](https://learn.microsoft.com/aspnet/core/security/app-secrets): + + dotnet user-secrets set "OpenAI:ApiKey" "your-openai-api-key" + +2. Build and run the sample: + + dotnet run --project samples/Demos/VoiceChat + +3. Speak into your microphone and listen for the AI response through your speakers. diff --git a/dotnet/samples/Demos/VoiceChat/Services/AudioPlaybackService.cs b/dotnet/samples/Demos/VoiceChat/Services/AudioPlaybackService.cs new file mode 100644 index 000000000000..d8d576ad0e7c --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/AudioPlaybackService.cs @@ -0,0 +1,78 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.Logging; +using NAudio.Wave; + +public class AudioPlaybackService(ILogger logger) : IDisposable +{ + private readonly ILogger _logger = logger; + private WaveOutEvent? _waveOut; + private bool _isPlaying; + + public Task PipelineActionAsync(SpeechEvent evt) => this.PlayAudioAsync(evt.Payload, evt.CancellationToken); + + public void Dispose() => this._waveOut?.Dispose(); + + private async Task PlayAudioAsync(byte[] audioData, CancellationToken cancellationToken = default) + { + if (this._isPlaying) + { + this._logger.LogError("Ignoring audio playback. Already playing."); + return; + } + + this._logger.LogInformation("Starting audio playback..."); + + try + { + using var audioStream = new MemoryStream(audioData); + using var audioFileReader = new Mp3FileReader(audioStream); + + this._waveOut = new WaveOutEvent(); + var tcs = new TaskCompletionSource(); + + this._waveOut.PlaybackStopped += (sender, e) => + { + this._isPlaying = false; + tcs.TrySetResult(); + if (e.Exception != null) + { + this._logger.LogWarning($"Playback error occurred: {e.Exception.Message}"); + } + }; + + this._waveOut.Init(audioFileReader); + this._isPlaying = true; + this._waveOut.Play(); + + this._logger.LogInformation("Audio chunk playback started. You can speak to interrupt."); + + // Wait for playback to complete or cancellation + await using (cancellationToken.Register(() => + { + this._logger.LogInterrupted(); + this?._waveOut.Stop(); + tcs.TrySetCanceled(); + })) + { + await tcs.Task.ConfigureAwait(false); + } + } + catch (OperationCanceledException) + { + this._logger.LogInterrupted(); + this._isPlaying = false; + } + catch (Exception ex) + { + this._logger.LogError(ex, "Error during audio playback"); + this._isPlaying = false; + throw; + } + finally + { + this._waveOut?.Dispose(); + this._waveOut = null; + } + } +} diff --git a/dotnet/samples/Demos/VoiceChat/Services/AudioSourceService.cs b/dotnet/samples/Demos/VoiceChat/Services/AudioSourceService.cs new file mode 100644 index 000000000000..0904848b8d81 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/AudioSourceService.cs @@ -0,0 +1,72 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Runtime.CompilerServices; +using Microsoft.Extensions.Logging; +using NAudio.Wave; + +public class AudioSourceService +{ + private const int BitsPerByte = 8; + private const int MillisecondsPerSecond = 1000; + + private readonly ILogger _logger; + private readonly int _frameBytes; + private readonly WaveFormat _waveFormat; + + public AudioSourceService(ILogger logger) + { + this._logger = logger; + + // Calculate frame size in bytes: (samples/sec * channels * bits/sample * milliseconds) / (bits/byte * ms/sec) + this._frameBytes = (AudioOptions.SampleRate * AudioOptions.Channels * AudioOptions.BitsPerSample * AudioOptions.BufferMilliseconds) / (BitsPerByte * MillisecondsPerSecond); + + this._waveFormat = new WaveFormat(AudioOptions.SampleRate, AudioOptions.BitsPerSample, AudioOptions.Channels); + } + + // Generate audio chunks from the microphone input. + public async IAsyncEnumerable GetAudioChunksAsync([EnumeratorCancellation] CancellationToken token = default) + { + var chunks = new Queue(); + var tcs = new TaskCompletionSource(TaskCreationOptions.RunContinuationsAsynchronously); + var semaphore = new SemaphoreSlim(0); + + using var waveIn = new WaveInEvent + { + WaveFormat = this._waveFormat, + BufferMilliseconds = AudioOptions.BufferMilliseconds + }; + + waveIn.RecordingStopped += (_, e) => tcs.TrySetResult(); + + waveIn.DataAvailable += (_, e) => + { + if (e.Buffer.Length == this._frameBytes) + { + chunks.Enqueue(e.Buffer); + semaphore.Release(); + } + else + { + this._logger.LogWarning($"Ignoring received audio data of unexpected length: {e.Buffer.Length} bytes. Expected {this._frameBytes}"); + } + }; + + waveIn.StartRecording(); + try + { + while (!token.IsCancellationRequested) + { + await semaphore.WaitAsync(token).ConfigureAwait(false); + if (chunks.TryDequeue(out var chunk)) + { + yield return chunk; + } + } + } + finally + { + waveIn.StopRecording(); + await tcs.Task.ConfigureAwait(false); + } + } +} diff --git a/dotnet/samples/Demos/VoiceChat/Services/ChatService.cs b/dotnet/samples/Demos/VoiceChat/Services/ChatService.cs new file mode 100644 index 000000000000..214047583b84 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/ChatService.cs @@ -0,0 +1,76 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Runtime.CompilerServices; +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Options; +using Microsoft.SemanticKernel.ChatCompletion; +using Microsoft.SemanticKernel.Connectors.OpenAI; + +public class ChatService +{ + private readonly ILogger _logger; + private readonly IChatCompletionService _chatCompletionService; + private readonly ChatHistory _chatHistory; + private readonly OpenAIPromptExecutionSettings _options; + private readonly ChatOptions _chatOptions; + + public ChatService(ILogger logger, IChatCompletionService chatCompletionService, IOptions chatOptions) + { + this._logger = logger; + this._chatCompletionService = chatCompletionService; + this._chatOptions = chatOptions.Value; + + this._options = new OpenAIPromptExecutionSettings + { + Temperature = this._chatOptions.Temperature, + MaxTokens = this._chatOptions.MaxTokens, + TopP = this._chatOptions.TopP + }; + + // Initialize chat history with system message from configuration + this._chatHistory = new ChatHistory(); + this._chatHistory.AddSystemMessage(this._chatOptions.SystemMessage); + } + + /// + /// Pipeline integration method for processing transcription events into chat responses. + /// + public async IAsyncEnumerable TransformAsync(TranscriptionEvent evt) + { + await foreach (var response in this.GetResponseStreamAsync(evt.Payload!, evt.CancellationToken).ConfigureAwait(false)) + { + yield return new ChatEvent(evt.TurnId, evt.CancellationToken, response); + } + } + + private async IAsyncEnumerable GetResponseStreamAsync( + string input, + [EnumeratorCancellation] CancellationToken token = default) + { + if (string.IsNullOrWhiteSpace(input)) + { + yield break; + } + + var buffer = ""; + this._logger.LogInformation($"USER: {input}"); + this._chatHistory.AddUserMessage(input); + + await foreach (var result in this._chatCompletionService.GetStreamingChatMessageContentsAsync(this._chatHistory, this._options, cancellationToken: token)) + { + buffer += result?.Content ?? string.Empty; + if (buffer.Length >= this._chatOptions.StreamingChunkSizeThreshold && (buffer[^1] == '.' || buffer[^1] == '?' || buffer[^1] == '!')) + { + this._logger.LogInformation($"LLM delta: {buffer}"); + yield return buffer; + buffer = string.Empty; + } + } + + if (!string.IsNullOrWhiteSpace(buffer)) + { + this._logger.LogInformation($"LLM delta: {buffer}"); + yield return buffer; + } + } +} diff --git a/dotnet/samples/Demos/VoiceChat/Services/SpeechToTextService.cs b/dotnet/samples/Demos/VoiceChat/Services/SpeechToTextService.cs new file mode 100644 index 000000000000..0d33098c9bec --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/SpeechToTextService.cs @@ -0,0 +1,62 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Options; +using OpenAI.Audio; + +public class SpeechToTextService +{ + private const float TranscriptionTemperature = 0f; // OpenAI transcription temperature for deterministic results + private const string TranscriptionLanguage = "en"; // Language code for English transcription + private const string TempAudioFileName = "audio.wav"; // Temporary filename for audio processing + + private readonly ILogger _logger; + private readonly AudioClient _audioClient; + private readonly AudioTranscriptionOptions _transcriptionOptions; + + public SpeechToTextService(ILogger logger, IOptions openAIOptions) + { + this._logger = logger; + var options = openAIOptions.Value; + this._audioClient = new AudioClient(options.TranscriptionModelId, options.ApiKey); + + // Initialize transcription options as a field + this._transcriptionOptions = new AudioTranscriptionOptions + { + Temperature = TranscriptionTemperature, + Language = TranscriptionLanguage, + }; + } + + public async Task TransformAsync(AudioEvent evt) => + new TranscriptionEvent(evt.TurnId, evt.CancellationToken, await this.TranscribeAsync(evt.Payload, evt.CancellationToken)); + + private async Task TranscribeAsync(AudioData audioData, CancellationToken cancellationToken = default) + { + return await Tools.ExecutePipelineOperationAsync( + operation: async () => + { + var wavData = ConvertToWav(audioData); + using var ms = new MemoryStream(wavData); + AudioTranscription result = await this._audioClient.TranscribeAudioAsync(ms, TempAudioFileName, this._transcriptionOptions, cancellationToken); + return result.Text; + }, + operationName: "STT", + logger: this._logger, + cancellationToken: cancellationToken, + defaultValue: string.Empty, + resultFormatter: text => text ?? "No text transcribed" + ); + } + + private static byte[] ConvertToWav(AudioData audioData) + { + using var ms = new MemoryStream(); + var waveFormat = new NAudio.Wave.WaveFormat(audioData.SampleRate, audioData.BitsPerSample, audioData.Channels); + using (var writer = new NAudio.Wave.WaveFileWriter(ms, waveFormat)) + { + writer.Write(audioData.Data, 0, audioData.Data.Length); + } + return ms.ToArray(); + } +} diff --git a/dotnet/samples/Demos/VoiceChat/Services/TextToSpeechService.cs b/dotnet/samples/Demos/VoiceChat/Services/TextToSpeechService.cs new file mode 100644 index 000000000000..0b9e6e1c3aac --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/TextToSpeechService.cs @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Options; +using OpenAI.Audio; + +public class TextToSpeechService +{ + // Text-to-Speech synthesis constants + private static readonly GeneratedSpeechVoice s_defaultSpeechVoice = GeneratedSpeechVoice.Alloy; // OpenAI voice selection for TTS + + private readonly ILogger _logger; + private readonly AudioClient _audioClient; + + public TextToSpeechService(ILogger logger, IOptions openAIOptions) + { + this._logger = logger; + var options = openAIOptions.Value; + this._audioClient = new AudioClient(options.SpeechModelId, options.ApiKey); + } + + // Pipeline integration method for transforming chat events into speech events. + public async Task TransformAsync(ChatEvent evt) => + new SpeechEvent(evt.TurnId, evt.CancellationToken, await this.SynthesizeAsync(evt.Payload, evt.CancellationToken)); + + // Synthesizes speech from text using OpenAI's TTS API. + private Task SynthesizeAsync(string text, CancellationToken token) => + Tools.ExecutePipelineOperationAsync( + operation: async () => + { + BinaryData speech = await this._audioClient.GenerateSpeechAsync(text, s_defaultSpeechVoice, null, token); + return speech.ToArray(); + }, + operationName: "TTS", + logger: this._logger, + cancellationToken: token, + defaultValue: Array.Empty(), + resultFormatter: audioData => $"text: {text}. Audio size: {audioData.Length} bytes" + ); +} diff --git a/dotnet/samples/Demos/VoiceChat/Services/VadService.cs b/dotnet/samples/Demos/VoiceChat/Services/VadService.cs new file mode 100644 index 000000000000..4dfd6488f4cc --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Services/VadService.cs @@ -0,0 +1,113 @@ +// Copyright (c) Microsoft. All rights reserved. + +using WebRtcVadSharp; + +public class VadService : IDisposable +{ + // Voice Activity Detection Constants + private const int MaxPrerollFrames = 10; // Maximum number of frames to keep before speech detection + private const int SilenceThresholdFrames = 20; // Number of consecutive silent frames to end speech segment + private const double MinSpeechDurationSeconds = 0.8; // Minimum duration in seconds for valid speech utterance + + private readonly WebRtcVad _vad = new() { OperatingMode = OperatingMode.VeryAggressive }; + private readonly TurnManager _turnManager; + + // State for pipeline processing + private readonly Queue _preroll = new(); + private readonly List _speech = new(); + private int _silenceFrames = 0; + private bool _inSpeech = false; + + public VadService(TurnManager turnManager) + { + this._turnManager = turnManager; + } + + /// + /// Pipeline integration method for processing audio chunk events into speech segments. + /// This method handles the pipeline event creation and processing. + /// + /// Audio chunk event from the pipeline. + /// Audio events when speech segments are detected. + public IEnumerable Transform(AudioChunkEvent audioChunkEvent) + { + foreach (var audioEvent in this.ProcessAudioChunk(audioChunkEvent.Payload)) + { + yield return audioEvent; + } + } + + /// + /// Creates an AudioChunkEvent from raw audio data for pipeline processing. + /// + /// Raw audio chunk from microphone. + /// AudioChunkEvent ready for pipeline processing. + public AudioChunkEvent CreateAudioChunkEvent(byte[] audioChunk) + { + return new AudioChunkEvent(this._turnManager.CurrentTurnId, this._turnManager.CurrentToken, audioChunk); + } + + /// + /// Legacy pipeline integration method for processing raw audio chunks into speech segments. + /// + /// Raw audio chunk from microphone. + /// Audio events when speech segments are detected. + public IEnumerable Transform(byte[] audioChunk) + { + foreach (var audioEvent in this.ProcessAudioChunk(audioChunk)) + { + yield return audioEvent; + } + } + + /// + /// Core audio processing logic for speech detection and segmentation. + /// + /// Raw audio chunk to process. + /// Audio events when speech segments are detected. + private IEnumerable ProcessAudioChunk(byte[] audioChunk) + { + bool voiced = this.HasSpeech(audioChunk); // audioChunk expected to be in 20ms chunks + + if (!this._inSpeech) + { + this._preroll.Enqueue(audioChunk); + while (this._preroll.Count > MaxPrerollFrames) + { + this._preroll.Dequeue(); + } + + if (voiced) + { + this._inSpeech = true; + while (this._preroll.Count > 0) + { + this._speech.AddRange(this._preroll.Dequeue()); + this._silenceFrames = 0; + } + } + } + else + { + this._speech.AddRange(audioChunk); + this._silenceFrames = voiced ? 0 : this._silenceFrames + 1; + + if (this._silenceFrames >= SilenceThresholdFrames) + { + var audio = new AudioData(this._speech.ToArray(), AudioOptions.SampleRate, AudioOptions.Channels, AudioOptions.BitsPerSample); + if (audio.Duration.TotalSeconds > MinSpeechDurationSeconds) + { + this._turnManager.Interrupt(); + yield return new AudioEvent(this._turnManager.CurrentTurnId, this._turnManager.CurrentToken, audio); + } + this._speech.Clear(); + this._inSpeech = false; + this._silenceFrames = 0; + } + } + } + + public bool HasSpeech(byte[] frame20ms) => this._vad.HasSpeech(frame20ms, SampleRate.Is16kHz, FrameLength.Is20ms); + + public void Dispose() => this._vad.Dispose(); +} diff --git a/dotnet/samples/Demos/VoiceChat/Utilities/Tools.cs b/dotnet/samples/Demos/VoiceChat/Utilities/Tools.cs new file mode 100644 index 000000000000..66f48374464e --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/Utilities/Tools.cs @@ -0,0 +1,75 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics; +using Microsoft.Extensions.Logging; + +public static class Tools +{ + // logs a warning message indicating that an operation (such as playback) was interrupted by user voice. + public static void LogInterrupted(this ILogger logger) => logger.LogWarning("Operation is cancelled by user interrupt."); + + // Executes a pipeline operation with latency logging and error handling + public static async Task ExecutePipelineOperationAsync( + Func> operation, + string operationName, + ILogger logger, + CancellationToken cancellationToken = default, + T? defaultValue = default, + Func? resultFormatter = null) + { + var timer = Stopwatch.StartNew(); + logger.LogInformation("{OperationName} starting...", operationName); + + try + { + var result = await operation().ConfigureAwait(false); + timer.Stop(); + + var resultInfo = resultFormatter?.Invoke(result) ?? result?.ToString() ?? ""; + if (string.IsNullOrEmpty(resultInfo)) + { + logger.LogInformation("{OperationName} completed in {Duration:F4}sec", operationName, timer.Elapsed.TotalSeconds); + } + else + { + logger.LogInformation("{OperationName} completed in {Duration:F4}sec: {Result}", operationName, timer.Elapsed.TotalSeconds, resultInfo); + } + + return result; + } + catch (OperationCanceledException) when (cancellationToken.IsCancellationRequested) + { + logger.LogInterrupted(); + return defaultValue!; + } + catch (TaskCanceledException) when (cancellationToken.IsCancellationRequested) + { + logger.LogInterrupted(); + return defaultValue!; + } + catch (Exception ex) + { + logger.LogError(ex, "Error during {OperationName}", operationName); + return defaultValue!; + } + } + + public static async Task ExecutePipelineOperationAsync( + Func operation, + string operationName, + ILogger logger, + CancellationToken cancellationToken = default) + { + await ExecutePipelineOperationAsync( + async () => + { + await operation().ConfigureAwait(false); + return null; // Return null for void operations + }, + operationName, + logger, + cancellationToken, + defaultValue: null + ).ConfigureAwait(false); + } +} diff --git a/dotnet/samples/Demos/VoiceChat/VoiceChat.csproj b/dotnet/samples/Demos/VoiceChat/VoiceChat.csproj new file mode 100644 index 000000000000..b037b2c14e1d --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/VoiceChat.csproj @@ -0,0 +1,38 @@ + + + + Exe + net8.0 + enable + enable + x64 + 5ee045b0-aea3-4f08-8d31-32d1a6f8fed0 + $(NoWarn);VSTHRD111,CA2007,CA2254,CS8618,CS1591,CA1050,CA1063,CA1052,CA1810,CS8765,CS0718,CA1065,CA1816,CA1068,CA1815,CS0718,CA1000,RCS1036,RCS1102,SKEXP0001 + + + + + + + + + + + + + + + + + + + + + + + + PreserveNewest + + + + diff --git a/dotnet/samples/Demos/VoiceChat/VoiceChat.sln b/dotnet/samples/Demos/VoiceChat/VoiceChat.sln new file mode 100644 index 000000000000..277cf9f69c66 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/VoiceChat.sln @@ -0,0 +1,24 @@ +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio Version 17 +VisualStudioVersion = 17.5.2.0 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "VoiceChat", "VoiceChat.csproj", "{39FA2091-D1DA-6DFD-03A3-A0C6781B9BDD}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {39FA2091-D1DA-6DFD-03A3-A0C6781B9BDD}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {39FA2091-D1DA-6DFD-03A3-A0C6781B9BDD}.Debug|Any CPU.Build.0 = Debug|Any CPU + {39FA2091-D1DA-6DFD-03A3-A0C6781B9BDD}.Release|Any CPU.ActiveCfg = Release|Any CPU + {39FA2091-D1DA-6DFD-03A3-A0C6781B9BDD}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(ExtensibilityGlobals) = postSolution + SolutionGuid = {7B98B6CB-A086-44A8-83BE-0FC651A5CB8E} + EndGlobalSection +EndGlobal diff --git a/dotnet/samples/Demos/VoiceChat/appsettings.json b/dotnet/samples/Demos/VoiceChat/appsettings.json new file mode 100644 index 000000000000..2005a7350468 --- /dev/null +++ b/dotnet/samples/Demos/VoiceChat/appsettings.json @@ -0,0 +1,22 @@ +{ + "OpenAI": { + "ApiKey": "", + "ChatModelId": "gpt-4.1", // gpt-4o, gpt-4o-mini, gpt-4.1, gpt-4.1-nano, o4-mini, etc. + "TranscriptionModelId": "gpt-4o-mini-transcribe", // gpt-4o-transcribe, gpt-4o-mini-transcribe, whisper-1 + "SpeechModelId": "gpt-4o-mini-tts" // tts-1, tts-1-hd + }, + "Chat": { + "SystemMessage": "You are a helpful voice assistant. Keep your responses concise, conversational yet short, up to 4-5 sentences, as they will be spoken aloud. Avoid using special characters or formatting that doesn't translate well to speech. If you need to list items, use natural language like 'first, second, third' instead of bullet points. Also note that you may be interrupted by the user. Such as user can ask you to stop. In the case just say something short, like `OK, sure.`", + "StreamingChunkSizeThreshold": 100, + "Temperature": 0.7, + "MaxTokens": 500, + "TopP": 0.9 + }, + "Logging": { + "LogLevel": { + "Default": "Information", + "Microsoft": "Warning", + "Microsoft.Hosting.Lifetime": "Information" + } + } +} From caa6e1167fba8639dbd36d78e75959b1022583db Mon Sep 17 00:00:00 2001 From: Stephen Toub Date: Tue, 21 Oct 2025 13:44:04 -0400 Subject: [PATCH 21/35] .Net: Update ModelContextProtocol to 0.4.0-preview.3 (#13271) --- dotnet/Directory.Packages.props | 2 +- .../Samples/AgentAvailableAsMCPToolSample.cs | 2 +- .../Samples/AzureAIAgentWithMCPToolsSample.cs | 2 +- .../MCPClient/Samples/BaseSample.cs | 11 ++++------- .../Samples/ChatCompletionAgentWithMCPToolsSample.cs | 2 +- .../MCPClient/Samples/MCPPromptSample.cs | 2 +- .../MCPClient/Samples/MCPResourceTemplatesSample.cs | 4 ++-- .../MCPClient/Samples/MCPResourcesSample.cs | 4 ++-- .../MCPClient/Samples/MCPSamplingSample.cs | 2 +- .../MCPClient/Samples/MCPToolsSample.cs | 2 +- .../MCPServer/Resources/ResourceDefinition.cs | 5 +---- .../MCPServer/Tools/MailboxUtils.cs | 2 +- .../Demos/ModelContextProtocolPlugin/Program.cs | 2 +- .../Demos/ModelContextProtocolPluginAuth/Program.cs | 8 ++++---- 14 files changed, 22 insertions(+), 28 deletions(-) diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 1f481741f41c..1170bfd58525 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -81,7 +81,7 @@ - + diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AgentAvailableAsMCPToolSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AgentAvailableAsMCPToolSample.cs index 8e4c6556694a..59972506adcb 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AgentAvailableAsMCPToolSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AgentAvailableAsMCPToolSample.cs @@ -33,7 +33,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(AgentAvailableAsMCPToolSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve and display the list provided by the MCP server IList tools = await mcpClient.ListToolsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AzureAIAgentWithMCPToolsSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AzureAIAgentWithMCPToolsSample.cs index 7fd1e1c7fb14..c4c3a9da93d7 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AzureAIAgentWithMCPToolsSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/AzureAIAgentWithMCPToolsSample.cs @@ -37,7 +37,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(AzureAIAgentWithMCPToolsSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve and display the list provided by the MCP server IList tools = await mcpClient.ListToolsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/BaseSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/BaseSample.cs index d7a3058cbb64..d2ee542ef8b7 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/BaseSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/BaseSample.cs @@ -21,14 +21,14 @@ internal abstract class BaseSample /// Optional kernel instance to use for the MCP client. /// Optional handler for MCP sampling requests. /// An instance of . - protected static Task CreateMcpClientAsync( + protected static Task CreateMcpClientAsync( Kernel? kernel = null, Func, CancellationToken, Task>? samplingRequestHandler = null) { KernelFunction? skSamplingHandler = null; // Create and return the MCP client - return McpClientFactory.CreateAsync( + return McpClient.CreateAsync( clientTransport: new StdioClientTransport(new StdioClientTransportOptions { Name = "MCPServer", @@ -36,12 +36,9 @@ protected static Task CreateMcpClientAsync( }), clientOptions: samplingRequestHandler != null ? new McpClientOptions() { - Capabilities = new ClientCapabilities + Handlers = new() { - Sampling = new SamplingCapability - { - SamplingHandler = InvokeHandlerAsync - }, + SamplingHandler = InvokeHandlerAsync, }, } : null ); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/ChatCompletionAgentWithMCPToolsSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/ChatCompletionAgentWithMCPToolsSample.cs index 9e7743106137..28b29808d1cf 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/ChatCompletionAgentWithMCPToolsSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/ChatCompletionAgentWithMCPToolsSample.cs @@ -34,7 +34,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(ChatCompletionAgentWithMCPToolsSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve and display the list provided by the MCP server IList tools = await mcpClient.ListToolsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPPromptSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPPromptSample.cs index 4b349299734f..44fa4bb99703 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPPromptSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPPromptSample.cs @@ -29,7 +29,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(MCPPromptSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve and display the list of prompts provided by the MCP server IList prompts = await mcpClient.ListPromptsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourceTemplatesSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourceTemplatesSample.cs index 375801c851fd..30f6bb0832eb 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourceTemplatesSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourceTemplatesSample.cs @@ -29,7 +29,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(MCPResourceTemplatesSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve list of resource templates provided by the MCP server and display them IList resourceTemplates = await mcpClient.ListResourceTemplatesAsync(); @@ -48,7 +48,7 @@ public static async Task RunAsync() string prompt = "What is the Semantic Kernel?"; // Retrieve relevant to the prompt records via MCP resource template - ReadResourceResult resource = await mcpClient.ReadResourceAsync($"vectorStore://records/{prompt}"); + ReadResourceResult resource = await mcpClient.ReadResourceAsync(new Uri($"vectorStore://records/{prompt}")); // Add the resource content/records to the chat history and prompt the AI model to explain what SK is ChatHistory chatHistory = []; diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourcesSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourcesSample.cs index 5dac5012e22a..9877d23cd73e 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourcesSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPResourcesSample.cs @@ -29,7 +29,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(MCPResourcesSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve list of resources provided by the MCP server and display them IList resources = await mcpClient.ListResourcesAsync(); @@ -46,7 +46,7 @@ public static async Task RunAsync() }; // Retrieve the `image://cat.jpg` resource from the MCP server - ReadResourceResult resource = await mcpClient.ReadResourceAsync("image://cat.jpg"); + ReadResourceResult resource = await mcpClient.ReadResourceAsync(new Uri("image://cat.jpg")); // Add the resource to the chat history and prompt the AI model to describe the content of the image ChatHistory chatHistory = []; diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPSamplingSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPSamplingSample.cs index c8a5f6f6a823..fc07d0e71820 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPSamplingSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPSamplingSample.cs @@ -47,7 +47,7 @@ public static async Task RunAsync() kernel.FunctionInvocationFilters.Add(new HumanInTheLoopFilter()); // Create an MCP client with a custom sampling request handler - await using IMcpClient mcpClient = await CreateMcpClientAsync(kernel, SamplingRequestHandlerAsync); + McpClient mcpClient = await CreateMcpClientAsync(kernel, SamplingRequestHandlerAsync); // Import MCP tools as Kernel functions so AI model can call them IList tools = await mcpClient.ListToolsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPToolsSample.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPToolsSample.cs index 0d087aa12970..31245c43a3a1 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPToolsSample.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/Samples/MCPToolsSample.cs @@ -31,7 +31,7 @@ public static async Task RunAsync() Console.WriteLine($"Running the {nameof(MCPToolsSample)} sample."); // Create an MCP client - await using IMcpClient mcpClient = await CreateMcpClientAsync(); + McpClient mcpClient = await CreateMcpClientAsync(); // Retrieve and display the list provided by the MCP server IList tools = await mcpClient.ListToolsAsync(); diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Resources/ResourceDefinition.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Resources/ResourceDefinition.cs index f0bd509ab0e6..1e04f60db486 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Resources/ResourceDefinition.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Resources/ResourceDefinition.cs @@ -76,10 +76,7 @@ public static ResourceDefinition CreateBlobResource(string uri, string name, byt /// The result of the invocation. public async ValueTask InvokeHandlerAsync(RequestContext context, CancellationToken cancellationToken) { - if (this._kernelFunction == null) - { - this._kernelFunction = KernelFunctionFactory.CreateFromMethod(this.Handler); - } + this._kernelFunction ??= KernelFunctionFactory.CreateFromMethod(this.Handler); this.Kernel ??= context.Server.Services?.GetRequiredService() diff --git a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Tools/MailboxUtils.cs b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Tools/MailboxUtils.cs index fe4ace51335f..bc02cee332bf 100644 --- a/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Tools/MailboxUtils.cs +++ b/dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/Tools/MailboxUtils.cs @@ -17,7 +17,7 @@ internal sealed class MailboxUtils /// mechanism for summarization. ///     [KernelFunction] - public static async Task SummarizeUnreadEmailsAsync([FromKernelServices] IMcpServer server) + public static async Task SummarizeUnreadEmailsAsync([FromKernelServices] McpServer server) { if (server.ClientCapabilities?.Sampling is null) { diff --git a/dotnet/samples/Demos/ModelContextProtocolPlugin/Program.cs b/dotnet/samples/Demos/ModelContextProtocolPlugin/Program.cs index fe4c53538fa1..8528c200c9b0 100644 --- a/dotnet/samples/Demos/ModelContextProtocolPlugin/Program.cs +++ b/dotnet/samples/Demos/ModelContextProtocolPlugin/Program.cs @@ -20,7 +20,7 @@ } // Create an MCPClient for the GitHub server -await using var mcpClient = await McpClientFactory.CreateAsync(new StdioClientTransport(new() +var mcpClient = await McpClient.CreateAsync(new StdioClientTransport(new() { Name = "MCPServer", Command = "npx", diff --git a/dotnet/samples/Demos/ModelContextProtocolPluginAuth/Program.cs b/dotnet/samples/Demos/ModelContextProtocolPluginAuth/Program.cs index 29f6b0c509f8..d1323c5acfce 100644 --- a/dotnet/samples/Demos/ModelContextProtocolPluginAuth/Program.cs +++ b/dotnet/samples/Demos/ModelContextProtocolPluginAuth/Program.cs @@ -36,22 +36,22 @@ builder.AddConsole(); }); -// Create SSE client transport for the MCP server +// Create streamable HTTP client transport for the MCP server var serverUrl = "http://localhost:7071/"; -var transport = new SseClientTransport(new() +var transport = new HttpClientTransport(new() { Endpoint = new Uri(serverUrl), Name = "Secure Weather Client", OAuth = new() { - ClientName = "ProtectedMcpClient", + ClientId = "ProtectedMcpClient", RedirectUri = new Uri("http://localhost:1179/callback"), AuthorizationRedirectDelegate = HandleAuthorizationUrlAsync, } }, httpClient, consoleLoggerFactory); // Create an MCPClient for the protected MCP server -await using var mcpClient = await McpClientFactory.CreateAsync(transport, loggerFactory: consoleLoggerFactory); +await using var mcpClient = await McpClient.CreateAsync(transport, loggerFactory: consoleLoggerFactory); // Retrieve the list of tools available on the GitHub server var tools = await mcpClient.ListToolsAsync().ConfigureAwait(false); From 5fec3bee83adcbeb5255174278a3344859113e5a Mon Sep 17 00:00:00 2001 From: Tao Chen Date: Wed, 22 Oct 2025 19:02:27 -0700 Subject: [PATCH 22/35] .Net: Add Kernel Function Arguments and Result to execute tool span (#13241) ### Motivation and Context SK .Net is missing two attributes to the `execute_tool` span: `gen_ai.tool.call.arguments` and `gen_ai.tool.call.result`. ### Description Add those two attributes to the span if sensitive data is turned on. ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: --- .../src/Diagnostics/ActivityExtensions.cs | 15 -- .../src/Diagnostics/ModelDiagnostics.cs | 25 ++++ ...gins.StructuredData.EntityFramework.csproj | 2 +- .../Functions/KernelFunction.cs | 134 ++++++++++++++++-- .../SemanticKernel.Abstractions.csproj | 1 - 5 files changed, 145 insertions(+), 32 deletions(-) diff --git a/dotnet/src/InternalUtilities/src/Diagnostics/ActivityExtensions.cs b/dotnet/src/InternalUtilities/src/Diagnostics/ActivityExtensions.cs index 3f87e676d564..59f04f16894a 100644 --- a/dotnet/src/InternalUtilities/src/Diagnostics/ActivityExtensions.cs +++ b/dotnet/src/InternalUtilities/src/Diagnostics/ActivityExtensions.cs @@ -13,20 +13,6 @@ namespace Microsoft.SemanticKernel.Diagnostics; [ExcludeFromCodeCoverage] internal static class ActivityExtensions { - /// - /// Starts an activity with the appropriate tags for a kernel function execution. - /// - public static Activity? StartFunctionActivity(this ActivitySource source, string functionName, string functionDescription) - { - const string OperationName = "execute_tool"; - - return source.StartActivityWithTags($"{OperationName} {functionName}", [ - new KeyValuePair("gen_ai.operation.name", OperationName), - new KeyValuePair("gen_ai.tool.name", functionName), - new KeyValuePair("gen_ai.tool.description", functionDescription) - ], ActivityKind.Internal); - } - /// /// Starts an activity with the specified name and tags. /// @@ -42,7 +28,6 @@ public static Activity SetTags(this Activity activity, ReadOnlySpan + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static Activity? StartCompletionActivity( Uri? endpoint, string modelName, @@ -88,6 +91,8 @@ internal static class ModelDiagnostics /// Start a chat completion activity for a given model. /// The activity will be tagged with the a set of attributes specified by the semantic conventions. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static Activity? StartCompletionActivity( Uri? endpoint, string modelName, @@ -141,6 +146,8 @@ internal static class ModelDiagnostics /// /// Start an agent invocation activity and return the activity. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static Activity? StartAgentInvocationActivity( string agentId, string agentName, @@ -189,6 +196,8 @@ internal static class ModelDiagnostics /// /// Set the agent response for a given activity. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static void SetAgentResponse(this Activity activity, IEnumerable? responses) { if (!IsModelDiagnosticsEnabled() || responses is null) @@ -207,6 +216,8 @@ internal static void SetAgentResponse(this Activity activity, IEnumerable /// End the agent streaming response for a given activity. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static void EndAgentStreamingResponse( this Activity activity, IEnumerable? contents) @@ -244,6 +255,8 @@ internal static void EndAgentStreamingResponse( /// Set the text completion response for a given activity. /// The activity will be enriched with the response attributes specified by the semantic conventions. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static void SetCompletionResponse(this Activity activity, IEnumerable completions, int? promptTokens = null, int? completionTokens = null) => SetCompletionResponse(activity, completions, promptTokens, completionTokens, ToGenAIConventionsChoiceFormat); @@ -251,12 +264,16 @@ internal static void SetCompletionResponse(this Activity activity, IEnumerable + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static void SetCompletionResponse(this Activity activity, IEnumerable completions, int? promptTokens = null, int? completionTokens = null) => SetCompletionResponse(activity, completions, promptTokens, completionTokens, ToGenAIConventionsChoiceFormat); /// /// Notify the end of streaming for a given activity. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] internal static void EndStreaming( this Activity activity, IEnumerable? contents, @@ -313,6 +330,8 @@ internal static bool IsModelDiagnosticsEnabled() internal static bool HasListeners() => s_activitySource.HasListeners(); #region Private + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] private static void AddOptionalTags(Activity? activity, TPromptExecutionSettings? executionSettings) where TPromptExecutionSettings : PromptExecutionSettings { @@ -409,6 +428,8 @@ private static object ToGenAIConventionsFormat(KernelFunctionMetadata metadata) /// /// Convert a chat model response to a JSON string based on the OTel GenAI Semantic Conventions format /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] private static string ToGenAIConventionsChoiceFormat(ChatMessageContent chatMessage, int index) { var jsonObject = new @@ -425,6 +446,8 @@ private static string ToGenAIConventionsChoiceFormat(ChatMessageContent chatMess /// /// Convert a text model response to a JSON string based on the OTel GenAI Semantic Conventions format /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] private static string ToGenAIConventionsChoiceFormat(TextContent textContent, int index) { var jsonObject = new @@ -494,6 +517,8 @@ private static void SetCompletionResponse( /// /// Set the streaming completion response for a given activity. /// + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] private static void SetCompletionResponse( Activity activity, Dictionary> choices, diff --git a/dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj b/dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj index 5f256b507dc8..146410876128 100644 --- a/dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj +++ b/dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj @@ -25,7 +25,7 @@     - + diff --git a/dotnet/src/SemanticKernel.Abstractions/Functions/KernelFunction.cs b/dotnet/src/SemanticKernel.Abstractions/Functions/KernelFunction.cs index 7ef7db6e5f26..818bff2060de 100644 --- a/dotnet/src/SemanticKernel.Abstractions/Functions/KernelFunction.cs +++ b/dotnet/src/SemanticKernel.Abstractions/Functions/KernelFunction.cs @@ -11,6 +11,7 @@ using System.Reflection; using System.Runtime.CompilerServices; using System.Text.Json; +using System.Text.Json.Serialization.Metadata; using System.Threading; using System.Threading.Tasks; using Microsoft.Extensions.AI; @@ -239,11 +240,12 @@ public async Task InvokeAsync( kernel ??= this.Kernel; Verify.NotNull(kernel); - using var activity = s_activitySource.StartFunctionActivity(this.Name, this.Description); - ILogger logger = kernel.LoggerFactory.CreateLogger(typeof(KernelFunction)) ?? NullLogger.Instance; - // Ensure arguments are initialized. arguments ??= []; + + using var activity = this.StartFunctionActivity(this.Name, this.Description, arguments, this._jsonSerializerOptions); + ILogger logger = kernel.LoggerFactory.CreateLogger(typeof(KernelFunction)) ?? NullLogger.Instance; + logger.LogFunctionInvoking(this.PluginName, this.Name); this.LogFunctionArguments(logger, this.PluginName, this.Name, arguments); @@ -267,6 +269,7 @@ public async Task InvokeAsync( logger.LogFunctionInvokedSuccess(this.PluginName, this.Name); + this.SetFunctionResultTag(activity, functionResult, this._jsonSerializerOptions); this.LogFunctionResult(logger, this.PluginName, this.Name, functionResult); return functionResult; @@ -342,10 +345,12 @@ public async IAsyncEnumerable InvokeStreamingAsync( kernel ??= this.Kernel; Verify.NotNull(kernel); - using var activity = s_activitySource.StartFunctionActivity(this.Name, this.Description); + // Ensure arguments are initialized. + arguments ??= []; + + using var activity = this.StartFunctionActivity(this.Name, this.Description, arguments, this._jsonSerializerOptions); ILogger logger = kernel.LoggerFactory.CreateLogger(this.Name) ?? NullLogger.Instance; - arguments ??= []; logger.LogFunctionStreamingInvoking(this.PluginName, this.Name); this.LogFunctionArguments(logger, this.PluginName, this.Name, arguments); @@ -353,6 +358,8 @@ public async IAsyncEnumerable InvokeStreamingAsync( TagList tags = new() { { MeasurementFunctionTagName, this.Name } }; long startingTimestamp = Stopwatch.GetTimestamp(); + // Prepare to collect results if activity is enabled. + List? results = (activity is not null || logger.IsEnabled(LogLevel.Trace)) ? [] : null; try { IAsyncEnumerator enumerator; @@ -407,6 +414,7 @@ public async IAsyncEnumerable InvokeStreamingAsync( throw; } + results?.Add(enumerator.Current); // Yield the next streaming result. yield return enumerator.Current; } @@ -418,6 +426,8 @@ public async IAsyncEnumerable InvokeStreamingAsync( TimeSpan duration = new((long)((Stopwatch.GetTimestamp() - startingTimestamp) * (10_000_000.0 / Stopwatch.Frequency))); s_streamingDuration.Record(duration.TotalSeconds, in tags); logger.LogFunctionStreamingComplete(this.PluginName, this.Name, duration.TotalSeconds); + this.SetFunctionResultTag(activity, new FunctionResult(this, results, kernel.Culture), this._jsonSerializerOptions); + this.LogFunctionResult(logger, this.PluginName, this.Name, new FunctionResult(this, results, kernel.Culture)); } } @@ -437,6 +447,18 @@ public override string ToString() => string.IsNullOrWhiteSpace(this.PluginName) this.Name : $"{this.PluginName}.{this.Name}"; + /// Creates an for this . + /// + /// The instance to pass to the when it's invoked as part of the 's invocation. + /// + /// An instance of that, when invoked, will in turn invoke the current . + [Experimental("SKEXP0001")] + [Obsolete("Use the kernel function directly or for similar behavior use Clone(Kernel) method instead.")] + public AIFunction AsAIFunction(Kernel? kernel = null) + { + return new KernelAIFunction(this, kernel); + } + /// /// Invokes the . /// @@ -493,6 +515,8 @@ protected abstract IAsyncEnumerable InvokeStreamingCoreAsync(K KernelArguments arguments, CancellationToken cancellationToken); + #region Private + /// Handles special-cases for exception handling when invoking a function. private static void HandleException( Exception ex, @@ -573,19 +597,99 @@ private void LogFunctionResult(ILogger logger, string? pluginName, string functi } } - /// Creates an for this . - /// - /// The instance to pass to the when it's invoked as part of the 's invocation. - /// - /// An instance of that, when invoked, will in turn invoke the current . - [Experimental("SKEXP0001")] - [Obsolete("Use the kernel function directly or for similar behavior use Clone(Kernel) method instead.")] - public AIFunction AsAIFunction(Kernel? kernel = null) + [UnconditionalSuppressMessage("Trimming", "IL2026:Members annotated with 'RequiresUnreferencedCodeAttribute' require dynamic access otherwise can break functionality when trimming application code", Justification = "The warning is shown and should be addressed at the function creation site; there is no need to show it again at the function invocation sites.")] + [UnconditionalSuppressMessage("AOT", "IL3050:Calling members annotated with 'RequiresDynamicCodeAttribute' may break functionality when AOT compiling.", Justification = "The warning is shown and should be addressed at the function creation site; there is no need to show it again at the function invocation sites.")] + private Activity? StartFunctionActivity( + string functionName, + string functionDescription, + KernelArguments arguments, + JsonSerializerOptions? jsonSerializerOptions = null) { - return new KernelAIFunction(this, kernel); + if (!s_activitySource.HasListeners()) + { + return null; + } + + const string OperationName = "execute_tool"; + + List> tags = + [ + new KeyValuePair("gen_ai.operation.name", OperationName), + new KeyValuePair("gen_ai.tool.name", functionName), + new KeyValuePair("gen_ai.tool.description", functionDescription), + ]; + +#pragma warning disable SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + if (ModelDiagnostics.IsSensitiveEventsEnabled()) + { + tags.Add(new KeyValuePair("gen_ai.tool.call.arguments", SerializeArguments(arguments, jsonSerializerOptions))); + } +#pragma warning restore SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + return s_activitySource.StartActivityWithTags($"{OperationName} {functionName}", tags, ActivityKind.Internal); + + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + static string SerializeArguments(KernelArguments args, JsonSerializerOptions? jsonSerializerOptions) + { + try + { + if (jsonSerializerOptions is not null) + { + JsonTypeInfo typeInfo = (JsonTypeInfo)jsonSerializerOptions.GetTypeInfo(typeof(KernelArguments)); + return JsonSerializer.Serialize(args, typeInfo); + } + + return JsonSerializer.Serialize(args); + } + catch (NotSupportedException) + { + return "Failed to serialize arguments to Json"; + } + } } - #region Private + [UnconditionalSuppressMessage("Trimming", "IL2026:Members annotated with 'RequiresUnreferencedCodeAttribute' require dynamic access otherwise can break functionality when trimming application code", Justification = "The warning is shown and should be addressed at the function creation site; there is no need to show it again at the function invocation sites.")] + [UnconditionalSuppressMessage("AOT", "IL3050:Calling members annotated with 'RequiresDynamicCodeAttribute' may break functionality when AOT compiling.", Justification = "The warning is shown and should be addressed at the function creation site; there is no need to show it again at the function invocation sites.")] + private Activity? SetFunctionResultTag(Activity? activity, FunctionResult result, JsonSerializerOptions? jsonSerializerOptions = null) + { +#pragma warning disable SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + if (ModelDiagnostics.IsSensitiveEventsEnabled()) + { + activity?.SetTag("gen_ai.tool.call.result", SerializeResult(result, jsonSerializerOptions)); + } +#pragma warning restore SKEXP0001 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed. + + return activity; + + [SuppressMessage("Design", "CA1031:Do not catch general exception types", Justification = "By design. See comment below.")] + [RequiresUnreferencedCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + [RequiresDynamicCode("Calls System.Text.Json.JsonSerializer.Serialize(TValue, JsonSerializerOptions)")] + static string SerializeResult(FunctionResult result, JsonSerializerOptions? jsonSerializerOptions) + { + // Try to retrieve the result as a string first + try + { + return result.GetValue() ?? string.Empty; + } + catch { } + + // Fallback to JSON serialization + try + { + if (jsonSerializerOptions is not null) + { + JsonTypeInfo typeInfo = (JsonTypeInfo)jsonSerializerOptions.GetTypeInfo(typeof(object)); + return JsonSerializer.Serialize(result.Value, typeInfo); + } + return JsonSerializer.Serialize(result.Value); + } + catch (NotSupportedException) + { + return "Failed to serialize result to Json"; + } + } + } private JsonElement _jsonSchema; diff --git a/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj b/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj index d69f2d0cc9b5..3445df97e65d 100644 --- a/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj +++ b/dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj @@ -43,7 +43,6 @@ - From 1761c6864e3e4b17f5d8b3fa1eb606e2051fdc48 Mon Sep 17 00:00:00 2001 From: Shay Rojansky Date: Thu, 23 Oct 2025 12:35:21 +0200 Subject: [PATCH 23/35] .Net: [MEVD] Support MemoryExtensions.Contains in LINQ filters (#13263) This makes the provider filters compatible with C# 14 (see #12504, and https://github.com/dotnet/runtime/issues/109757 on the runtime side). Note that this changes the entire repo to build with dotnet SDK 10.0 (rc2) - that's probably a good idea regardless to test with the latest, ensure compatibility etc. (but if this is problematic, let me know - it's only truly necessary for test coverage and can be reverted). I'm not happy to have the implementation duplicated across the implementations: we have FilterTranslationPreprocessor for common LINQ filter preprocessing, and that would be the ideal place for this. However, rewriting MemoryExtensions.Contains to Enumerable.Contains would require doing MethodInfo.MakeGenericMethod which is incompatible with NativeAOT. I considered have a fake, non-invocable MethodInfo implementation to represent the closed generic MethodInfo to Enumerable.Contains (MethodInfo and Type are abstract, so we can create custom implementations compatible with NativeAOT), but that's quite involved/complicated. The better story here is probably to have a base class implementation for the provider filter processors, which recognizes specific patterns and dispatches to abstract handlers which specific implementations override; it would take care of recognizing the various Contains variants. Note also that we already have duplication around Enumerable.Contains and List.Contains (the instance method), so this just adds another variant (for now). I'll think about cleaning this up. Fixes #12504 --- .../AzureAISearchFilterTranslator.cs | 33 ++++++++++++++++ .../VectorData/Common/SqlFilterTranslator.cs | 33 ++++++++++++++++ .../CosmosMongoFilterTranslator.cs | 39 ++++++++++++++++++- .../CosmosNoSqlFilterTranslator.cs | 33 ++++++++++++++++ dotnet/src/VectorData/Directory.Build.props | 1 + .../MongoDB/MongoFilterTranslator.cs | 36 ++++++++++++++++- .../Pinecone/PineconeFilterTranslator.cs | 36 ++++++++++++++++- .../Qdrant/QdrantFilterTranslator.cs | 36 ++++++++++++++++- .../VectorData/Redis/RedisFilterTranslator.cs | 33 ++++++++++++++++ .../Weaviate/WeaviateFilterTranslator.cs | 33 ++++++++++++++++ dotnet/test/VectorData/Directory.Build.props | 2 + .../Filter/RedisBasicFilterTests.cs | 13 +++++++ .../Filter/RedisBasicQueryTests.cs | 13 +++++++ .../Filter/SqlServerBasicFilterTests.cs | 13 +++++++ .../Filter/SqlServerBasicQueryTests.cs | 13 +++++++ .../Filter/BasicFilterTests.cs | 31 +++++++++++++++ 16 files changed, 393 insertions(+), 5 deletions(-) diff --git a/dotnet/src/VectorData/AzureAISearch/AzureAISearchFilterTranslator.cs b/dotnet/src/VectorData/AzureAISearch/AzureAISearchFilterTranslator.cs index df8ab46e3d15..f6b724eb1340 100644 --- a/dotnet/src/VectorData/AzureAISearch/AzureAISearchFilterTranslator.cs +++ b/dotnet/src/VectorData/AzureAISearch/AzureAISearchFilterTranslator.cs @@ -187,9 +187,42 @@ private void TranslateMethodCall(MethodCallExpression methodCall) this.TranslateContains(source, item); return; + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + case { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source): + this.TranslateContains(source, item); + return; + default: throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}"); } + + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } } private void TranslateContains(Expression source, Expression item) diff --git a/dotnet/src/VectorData/Common/SqlFilterTranslator.cs b/dotnet/src/VectorData/Common/SqlFilterTranslator.cs index 086efc010f55..1cd25d808dfe 100644 --- a/dotnet/src/VectorData/Common/SqlFilterTranslator.cs +++ b/dotnet/src/VectorData/Common/SqlFilterTranslator.cs @@ -239,9 +239,42 @@ private void TranslateMethodCall(MethodCallExpression methodCall, bool isSearchC this.TranslateContains(source, item); return; + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + case { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source): + this.TranslateContains(source, item); + return; + default: throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}"); } + + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } } private void TranslateContains(Expression source, Expression item) diff --git a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs index d14c6b37a73f..6f53a9a9e525 100644 --- a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs +++ b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs @@ -155,7 +155,8 @@ private BsonDocument TranslateNot(UnaryExpression not) } private BsonDocument TranslateMethodCall(MethodCallExpression methodCall) - => methodCall switch + { + return methodCall switch { // Enumerable.Contains() { Method.Name: nameof(Enumerable.Contains), Arguments: [var source, var item] } contains @@ -171,11 +172,45 @@ private BsonDocument TranslateMethodCall(MethodCallExpression methodCall) }, Object: Expression source, Arguments: [var item] - } when declaringType.GetGenericTypeDefinition() == typeof(List<>) => this.TranslateContains(source, item), + } when declaringType.GetGenericTypeDefinition() == typeof(List<>) + => this.TranslateContains(source, item), + + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source) + => this.TranslateContains(source, item), _ => throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}") }; + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } + } + private BsonDocument TranslateContains(Expression source, Expression item) { switch (source) diff --git a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlFilterTranslator.cs b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlFilterTranslator.cs index deb629f94813..4ac5715d237a 100644 --- a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlFilterTranslator.cs +++ b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlFilterTranslator.cs @@ -230,9 +230,42 @@ private void TranslateMethodCall(MethodCallExpression methodCall) this.TranslateContains(source, item); return; + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + case { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source): + this.TranslateContains(source, item); + return; + default: throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}"); } + + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } } private void TranslateContains(Expression source, Expression item) diff --git a/dotnet/src/VectorData/Directory.Build.props b/dotnet/src/VectorData/Directory.Build.props index 44a8810c0a8e..6e99a038778f 100644 --- a/dotnet/src/VectorData/Directory.Build.props +++ b/dotnet/src/VectorData/Directory.Build.props @@ -3,6 +3,7 @@ + latest $(NoWarn);MEVD9000,MEVD9001 diff --git a/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs b/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs index 98ae37a4311a..50f7082050c6 100644 --- a/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs +++ b/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs @@ -161,7 +161,8 @@ private BsonDocument TranslateNot(UnaryExpression not) } private BsonDocument TranslateMethodCall(MethodCallExpression methodCall) - => methodCall switch + { + return methodCall switch { // Enumerable.Contains() { Method.Name: nameof(Enumerable.Contains), Arguments: [var source, var item] } contains @@ -179,9 +180,42 @@ private BsonDocument TranslateMethodCall(MethodCallExpression methodCall) Arguments: [var item] } when declaringType.GetGenericTypeDefinition() == typeof(List<>) => this.TranslateContains(source, item), + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source) + => this.TranslateContains(source, item), + _ => throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}") }; + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } + } + private BsonDocument TranslateContains(Expression source, Expression item) { switch (source) diff --git a/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs b/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs index 34c5fb39d7d7..bfe02e9b013a 100644 --- a/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs +++ b/dotnet/src/VectorData/Pinecone/PineconeFilterTranslator.cs @@ -158,7 +158,8 @@ private Metadata TranslateNot(UnaryExpression not) } private Metadata TranslateMethodCall(MethodCallExpression methodCall) - => methodCall switch + { + return methodCall switch { // Enumerable.Contains() { Method.Name: nameof(Enumerable.Contains), Arguments: [var source, var item] } contains @@ -176,9 +177,42 @@ private Metadata TranslateMethodCall(MethodCallExpression methodCall) Arguments: [var item] } when declaringType.GetGenericTypeDefinition() == typeof(List<>) => this.TranslateContains(source, item), + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source) + => this.TranslateContains(source, item), + _ => throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}") }; + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } + } + private Metadata TranslateContains(Expression source, Expression item) { switch (source) diff --git a/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs b/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs index bc82b366e7b0..1cf26de9c072 100644 --- a/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs +++ b/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs @@ -267,7 +267,8 @@ private Filter TranslateNot(Expression expression) #endregion Logical operators private Filter TranslateMethodCall(MethodCallExpression methodCall) - => methodCall switch + { + return methodCall switch { // Enumerable.Contains() { Method.Name: nameof(Enumerable.Contains), Arguments: [var source, var item] } contains @@ -286,9 +287,42 @@ private Filter TranslateMethodCall(MethodCallExpression methodCall) } when declaringType.GetGenericTypeDefinition() == typeof(List<>) => this.TranslateContains(source, item), + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source) + => this.TranslateContains(source, item), + _ => throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}") }; + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } + } + private Filter TranslateContains(Expression source, Expression item) { switch (source) diff --git a/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs b/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs index eec5ae6f3da5..f71873e8f87f 100644 --- a/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs +++ b/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs @@ -173,9 +173,42 @@ private void TranslateMethodCall(MethodCallExpression methodCall) this.TranslateContains(source, item); return; + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + case { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source): + this.TranslateContains(source, item); + return; + default: throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}"); } + + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } } private void TranslateContains(Expression source, Expression item) diff --git a/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs b/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs index 4d2f1177ba4e..610f77869b9b 100644 --- a/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs +++ b/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs @@ -213,9 +213,42 @@ private void TranslateMethodCall(MethodCallExpression methodCall) this.TranslateContains(source, item); return; + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // MemoryExtensions.Contains() also accepts a Span argument for the source, adding an implicit cast we need to remove. + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // Note that MemoryExtensions.Contains has an optional 3rd ComparisonType parameter; we only match when + // it's null. + case { Method.Name: nameof(MemoryExtensions.Contains), Arguments: [var spanArg, var item, ..] } contains + when contains.Method.DeclaringType == typeof(MemoryExtensions) + && (contains.Arguments.Count is 2 + || (contains.Arguments.Count is 3 && contains.Arguments[2] is ConstantExpression { Value: null })) + && TryUnwrapSpanImplicitCast(spanArg, out var source): + this.TranslateContains(source, item); + return; + default: throw new NotSupportedException($"Unsupported method call: {methodCall.Method.DeclaringType?.Name}.{methodCall.Method.Name}"); } + + static bool TryUnwrapSpanImplicitCast(Expression expression, [NotNullWhen(true)] out Expression? result) + { + if (expression is UnaryExpression + { + NodeType: ExpressionType.Convert, + Method: { Name: "op_Implicit", DeclaringType: { IsGenericType: true } implicitCastDeclaringType }, + Operand: var unwrapped + } + && implicitCastDeclaringType.GetGenericTypeDefinition() is var genericTypeDefinition + && (genericTypeDefinition == typeof(Span<>) || genericTypeDefinition == typeof(ReadOnlySpan<>))) + { + result = unwrapped; + return true; + } + + result = null; + return false; + } } private void TranslateContains(Expression source, Expression item) diff --git a/dotnet/test/VectorData/Directory.Build.props b/dotnet/test/VectorData/Directory.Build.props index e58e3eb681b5..1553ed4cb332 100644 --- a/dotnet/test/VectorData/Directory.Build.props +++ b/dotnet/test/VectorData/Directory.Build.props @@ -3,6 +3,8 @@ + latest + $(NoWarn);MEVD9000,MEVD9001 $(NoWarn);CA1515 $(NoWarn);CA1707 diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs index 80efcf42978b..0f144cdae20c 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs @@ -123,6 +123,19 @@ public override Task Contains_over_field_string_array() public override Task Contains_over_field_string_List() => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); + +#if !NETFRAMEWORK + 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 + [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_array() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_array()); diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs index 9eb77d58ee71..9cf5eac40e14 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs @@ -123,6 +123,19 @@ public override Task Contains_over_field_string_array() public override Task Contains_over_field_string_List() => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); + +#if !NETFRAMEWORK + 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 + public new class Fixture : BasicQueryTests.QueryFixture { public override TestStore TestStore => RedisTestStore.HashSetInstance; diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs index aa065e5104b6..d6656cf9d2a4 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs @@ -42,6 +42,19 @@ public override Task Contains_over_field_string_array() public override Task Contains_over_field_string_List() => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); + +#if !NETFRAMEWORK + 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 + [Fact(Skip = "Not supported")] [Obsolete("Legacy filters are not supported")] public override Task Legacy_And() => throw new NotSupportedException(); diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs index 866b7fe0da26..b3c1acc13f60 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs @@ -42,6 +42,19 @@ public override Task Contains_over_field_string_array() public override Task Contains_over_field_string_List() => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); + +#if !NETFRAMEWORK + 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 + public new class Fixture : BasicQueryTests.QueryFixture { private static readonly string s_uniqueName = Guid.NewGuid().ToString(); diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs index b429059b73b2..2bded06ec7e1 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs @@ -333,6 +333,37 @@ public virtual Task Contains_over_captured_string_array() r => array.Contains(r["String"])); } +#pragma warning disable RCS1196 // Call extension method as instance method + + // C# 14 made changes to overload resolution to prefer Span-based overloads when those exist ("first-class spans"); + // this makes MemoryExtensions.Contains() be resolved rather than Enumerable.Contains() (see above). + // See https://github.com/dotnet/runtime/issues/109757 for more context. + // The following tests the various Contains variants directly, without using extension syntax, to ensure everything's + // properly supported. + [ConditionalFact] + public virtual Task Contains_with_Enumerable_Contains() + => this.TestFilterAsync( + r => Enumerable.Contains(r.StringArray, "x"), + r => ((string[])r["StringArray"]!).Contains("x")); + +#if !NETFRAMEWORK + [ConditionalFact] + public virtual Task Contains_with_MemoryExtensions_Contains() + => this.TestFilterAsync( + r => MemoryExtensions.Contains(r.StringArray, "x"), + r => ((string[])r["StringArray"]!).Contains("x")); +#endif + +#if NET10_0_OR_GREATER + [ConditionalFact] + public virtual Task Contains_with_MemoryExtensions_Contains_with_null_comparer() + => this.TestFilterAsync( + r => MemoryExtensions.Contains(r.StringArray, "x", comparer: null), + r => ((string[])r["StringArray"]!).Contains("x")); +#endif + +#pragma warning restore RCS1196 // Call extension method as instance method + #endregion Contains #region Variable types From 7fbe0374b33fcb1e26a085d0ae1bc6a32729bf5a Mon Sep 17 00:00:00 2001 From: Shay Rojansky Date: Thu, 23 Oct 2025 13:38:20 +0200 Subject: [PATCH 24/35] .Net: [MEVD] [SQLServer] Switch from JSON to the new binary SqlVector (#13266) Update SqlClient to 6.1.2 and use the new `SqlVector` type, which allows efficient binary encoding of vector data (rather than the previous JSON-basd transfer). Closes #12220 /cc @yorek --- dotnet/Directory.Packages.props | 2 +- .../SqlServer/SqlServerCollection.cs | 13 +++++++---- .../SqlServer/SqlServerCommandBuilder.cs | 23 +++++++++++-------- .../SqlServerJsonSerializerContext.cs | 11 --------- .../VectorData/SqlServer/SqlServerMapper.cs | 18 +++++++++------ .../SqlServer/SqlServerModelBuilder.cs | 8 +++++-- .../SqlServerCommandBuilderTests.cs | 7 ++++-- .../SqlServerEmbeddingTypeTests.cs | 9 ++++++++ .../EmbeddingTypeTests.cs | 11 ++++++--- 9 files changed, 61 insertions(+), 41 deletions(-) delete mode 100644 dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 1170bfd58525..81f5c2725b1d 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -182,7 +182,7 @@ - + diff --git a/dotnet/src/VectorData/SqlServer/SqlServerCollection.cs b/dotnet/src/VectorData/SqlServer/SqlServerCollection.cs index 1ff12983b4e9..b9026f442209 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerCollection.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerCollection.cs @@ -11,6 +11,7 @@ using System.Threading; using System.Threading.Tasks; using Microsoft.Data.SqlClient; +using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; using Microsoft.Extensions.VectorData; using Microsoft.Extensions.VectorData.ProviderServices; @@ -546,13 +547,15 @@ public override async IAsyncEnumerable> SearchAsync< var vectorProperty = this._model.GetVectorPropertyOrSingle(options); - ReadOnlyMemory vector = searchValue switch + SqlVector vector = searchValue switch { - ReadOnlyMemory r => r, - float[] f => new ReadOnlyMemory(f), - Embedding e => e.Vector, + SqlVector v => v, + ReadOnlyMemory r => new(r), + float[] f => new(f), + Embedding e => new(e.Vector), + _ when vectorProperty.EmbeddingGenerator is IEmbeddingGenerator> generator - => await generator.GenerateVectorAsync(searchValue, cancellationToken: cancellationToken).ConfigureAwait(false), + => new(await generator.GenerateVectorAsync(searchValue, cancellationToken: cancellationToken).ConfigureAwait(false)), _ => vectorProperty.EmbeddingGenerator is null ? throw new NotSupportedException(VectorDataStrings.InvalidSearchInputAndNoEmbeddingGeneratorWasConfigured(searchValue.GetType(), SqlServerModelBuilder.SupportedVectorTypes)) diff --git a/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs b/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs index ccf4ce62c4a4..dd6e1662f4d1 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs @@ -4,8 +4,8 @@ using System.Collections.Generic; using System.Linq.Expressions; using System.Text; -using System.Text.Json; using Microsoft.Data.SqlClient; +using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; using Microsoft.Extensions.VectorData; using Microsoft.Extensions.VectorData.ProviderServices; @@ -349,16 +349,16 @@ internal static SqlCommand SelectVector( CollectionModel model, int top, VectorSearchOptions options, - ReadOnlyMemory vector) + SqlVector vector) { string distanceFunction = vectorProperty.DistanceFunction ?? DistanceFunction.CosineDistance; (string distanceMetric, string sorting) = MapDistanceFunction(distanceFunction); SqlCommand command = connection.CreateCommand(); - command.Parameters.AddWithValue("@vector", JsonSerializer.Serialize(vector)); + command.Parameters.AddWithValue("@vector", vector); StringBuilder sb = new(200); - sb.AppendFormat("SELECT "); + sb.Append("SELECT "); sb.AppendColumnNames(model.Properties, includeVectors: options.IncludeVectors); sb.AppendLine(","); sb.AppendFormat("VECTOR_DISTANCE('{0}', {1}, CAST(@vector AS VECTOR({2}))) AS [score]", @@ -606,18 +606,21 @@ private static void AddParameter(this SqlCommand command, PropertyModel? propert case byte[] buffer: command.Parameters.Add(name, System.Data.SqlDbType.VarBinary).Value = buffer; break; + case DateTime dateTime: + command.Parameters.Add(name, System.Data.SqlDbType.DateTime2).Value = dateTime; + break; + + // Note that SqlVector doesn't any transformation and can be passed as-is (default case below) case ReadOnlyMemory vector: - command.Parameters.AddWithValue(name, JsonSerializer.Serialize(vector, SqlServerJsonSerializerContext.Default.ReadOnlyMemorySingle)); + command.Parameters.AddWithValue(name, new SqlVector(vector)); break; case Embedding { Vector: var vector }: - command.Parameters.AddWithValue(name, JsonSerializer.Serialize(vector, SqlServerJsonSerializerContext.Default.ReadOnlyMemorySingle)); + command.Parameters.AddWithValue(name, new SqlVector(vector)); break; case float[] vectorArray: - command.Parameters.AddWithValue(name, JsonSerializer.Serialize(vectorArray, SqlServerJsonSerializerContext.Default.SingleArray)); - break; - case DateTime dateTime: - command.Parameters.Add(name, System.Data.SqlDbType.DateTime2).Value = dateTime; + command.Parameters.AddWithValue(name, new SqlVector(vectorArray)); break; + default: command.Parameters.AddWithValue(name, value); break; diff --git a/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs b/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs deleted file mode 100644 index 8114f616a2a3..000000000000 --- a/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs +++ /dev/null @@ -1,11 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using System; -using System.Text.Json.Serialization; - -namespace Microsoft.SemanticKernel.Connectors.SqlServer; - -// Note: this is temporary - SQL Server will switch away from using JSON arrays to represent embeddings in the future. -[JsonSerializable(typeof(float[]))] -[JsonSerializable(typeof(ReadOnlyMemory))] -internal partial class SqlServerJsonSerializerContext : JsonSerializerContext; diff --git a/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs b/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs index 671fe9cc5be8..985353349a23 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs @@ -2,8 +2,9 @@ using System; using System.Diagnostics; -using System.Text.Json; +using System.Runtime.InteropServices; using Microsoft.Data.SqlClient; +using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; using Microsoft.Extensions.VectorData.ProviderServices; @@ -32,15 +33,18 @@ public TRecord MapFromStorageToDataModel(SqlDataReader reader, bool includeVecto if (!reader.IsDBNull(ordinal)) { - // TODO: For now, SQL Server provides access to vectors as JSON arrays, but the plan is to switch - // to an efficient binary format in the future. - var vectorArray = JsonSerializer.Deserialize(reader.GetString(ordinal), SqlServerJsonSerializerContext.Default.SingleArray); + var vector = reader.GetFieldValue>(ordinal); property.SetValueAsObject(record, property.Type switch { - var t when t == typeof(ReadOnlyMemory) => new ReadOnlyMemory(vectorArray), - var t when t == typeof(Embedding) => new Embedding(vectorArray), - var t when t == typeof(float[]) => vectorArray, + var t when t == typeof(SqlVector) => vector, + var t when t == typeof(ReadOnlyMemory) => vector.Memory, + var t when t == typeof(Embedding) => new Embedding(vector.Memory), + var t when t == typeof(float[]) + => MemoryMarshal.TryGetArray(vector.Memory, out ArraySegment segment) + && segment.Count == segment.Array!.Length + ? segment.Array + : vector.Memory.ToArray(), _ => throw new UnreachableException() }); diff --git a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs index fcb5b07396c8..f4eeb62d1857 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs @@ -2,6 +2,7 @@ using System; using System.Diagnostics.CodeAnalysis; +using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; using Microsoft.Extensions.VectorData.ProviderServices; @@ -9,7 +10,7 @@ namespace Microsoft.SemanticKernel.Connectors.SqlServer; internal class SqlServerModelBuilder() : CollectionModelBuilder(s_modelBuildingOptions) { - internal const string SupportedVectorTypes = "ReadOnlyMemory, Embedding, float[]"; + internal const string SupportedVectorTypes = "SqlVector, ReadOnlyMemory, Embedding, float[]"; private static readonly CollectionModelBuildingOptions s_modelBuildingOptions = new() { @@ -69,6 +70,9 @@ internal static bool IsVectorPropertyTypeValidCore(Type type, [NotNullWhen(false return type == typeof(ReadOnlyMemory) || type == typeof(ReadOnlyMemory?) || type == typeof(Embedding) - || type == typeof(float[]); + || type == typeof(float[]) + // SqlClient-specific type representing a vector + || type == typeof(SqlVector) + || type == typeof(SqlVector?); } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCommandBuilderTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCommandBuilderTests.cs index 7ac3e3ff87c3..a8100b15c75c 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCommandBuilderTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCommandBuilderTests.cs @@ -2,6 +2,7 @@ using System.Text; using Microsoft.Data.SqlClient; +using Microsoft.Data.SqlTypes; using Microsoft.Extensions.VectorData; using Microsoft.Extensions.VectorData.ProviderServices; using Microsoft.SemanticKernel.Connectors.SqlServer; @@ -185,7 +186,8 @@ WHEN NOT MATCHED THEN Assert.Equal("@simpleInt_2", command.Parameters[2].ParameterName); Assert.Equal(134, command.Parameters[2].Value); Assert.Equal("@embedding_3", command.Parameters[3].ParameterName); - Assert.Equal("[10]", command.Parameters[3].Value); + var vector = Assert.IsType>(command.Parameters[3].Value); + Assert.Equal([10], vector.Memory.ToArray()); } [Fact] @@ -250,7 +252,8 @@ WHEN NOT MATCHED THEN Assert.Equal($"@simpleInt_{4 * i + 2}", command.Parameters[4 * i + 2].ParameterName); Assert.Equal(134 + i, command.Parameters[4 * i + 2].Value); Assert.Equal($"@embedding_{4 * i + 3}", command.Parameters[4 * i + 3].ParameterName); - Assert.Equal($"[1{i}]", command.Parameters[4 * i + 3].Value); + var vector = Assert.IsType>(command.Parameters[4 * i + 3].Value); + Assert.Equal([10 + i], vector.Memory.ToArray()); } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs index 99788f326463..17b858aec8e7 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerEmbeddingTypeTests.cs @@ -1,8 +1,10 @@ // Copyright (c) Microsoft. All rights reserved. +using Microsoft.Data.SqlTypes; using SqlServer.ConformanceTests.Support; using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; using Xunit; #pragma warning disable CA2000 // Dispose objects before losing scope @@ -12,6 +14,13 @@ namespace SqlServer.ConformanceTests; public class SqlServerEmbeddingTypeTests(SqlServerEmbeddingTypeTests.Fixture fixture) : EmbeddingTypeTests(fixture), IClassFixture { + [ConditionalFact] + public virtual Task SqlVector_of_float() + => this.Test>( + new SqlVector(new float[] { 1, 2, 3 }), + new ReadOnlyMemoryEmbeddingGenerator([1, 2, 3]), + vectorEqualityAsserter: (e, a) => Assert.Equal(e.Memory.ToArray(), a.Memory.ToArray())); + public new class Fixture : EmbeddingTypeTests.Fixture { public override TestStore TestStore => SqlServerTestStore.Instance; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs index 4919df65841a..c73dc7737483 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingTypeTests.cs @@ -22,14 +22,14 @@ public virtual Task ReadOnlyMemory_of_float() => this.Test>( new ReadOnlyMemory([1, 2, 3]), new ReadOnlyMemoryEmbeddingGenerator([1, 2, 3]), - vectorEqualityAsserter: (e, a) => Assert.Equal(e.Span.ToArray(), a.Span.ToArray())); + vectorEqualityAsserter: (e, a) => Assert.Equal(e.ToArray(), a.ToArray())); [ConditionalFact] public virtual Task Embedding_of_float() => this.Test>( new Embedding(new ReadOnlyMemory([1, 2, 3])), new ReadOnlyMemoryEmbeddingGenerator([1, 2, 3]), - vectorEqualityAsserter: (e, a) => Assert.Equal(e.Vector.Span.ToArray(), a.Vector.Span.ToArray())); + vectorEqualityAsserter: (e, a) => Assert.Equal(e.Vector.ToArray(), a.Vector.ToArray())); [ConditionalFact] public virtual Task Array_of_float() @@ -37,7 +37,12 @@ public virtual Task Array_of_float() [1, 2, 3], new ReadOnlyMemoryEmbeddingGenerator([1, 2, 3])); - protected virtual async Task Test(TVector value, IEmbeddingGenerator? embeddingGenerator = null, Action? vectorEqualityAsserter = null, string? distanceFunction = null, int dimensions = 3) + protected virtual async Task Test( + TVector value, + IEmbeddingGenerator? embeddingGenerator = null, + Action? vectorEqualityAsserter = null, + string? distanceFunction = null, + int dimensions = 3) where TVector : notnull { vectorEqualityAsserter ??= (e, a) => Assert.Equal(e, a); From 3bc2a64fcad65d97e44d6032a1bbbbc3c7e6a127 Mon Sep 17 00:00:00 2001 From: Shay Rojansky Date: Thu, 23 Oct 2025 15:04:22 +0200 Subject: [PATCH 25/35] .Net: [MEVD] [SQL Server] Support DateTimeOffset and string arrays (#13269) Closes #13268 /cc @yorek @uc-msft (this uses JSON and JSON_CONTAINS() to map `string[]` to the database and perform Contains over them. --- .../SqlServer/SqlServerCommandBuilder.cs | 21 ++++++++++++++- .../SqlServer/SqlServerFilterTranslator.cs | 14 +++++++++- .../SqlServerJsonSerializerContext.cs | 11 ++++++++ .../VectorData/SqlServer/SqlServerMapper.cs | 18 ++++++++++++- .../SqlServer/SqlServerModelBuilder.cs | 10 +++++-- .../Filter/SqlServerBasicFilterTests.cs | 27 ------------------- .../SqlServerDataTypeTests.cs | 14 +++++----- 7 files changed, 77 insertions(+), 38 deletions(-) create mode 100644 dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs diff --git a/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs b/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs index dd6e1662f4d1..13d170fee625 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerCommandBuilder.cs @@ -4,6 +4,7 @@ using System.Collections.Generic; using System.Linq.Expressions; using System.Text; +using System.Text.Json; using Microsoft.Data.SqlClient; using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; @@ -57,7 +58,15 @@ internal static SqlCommand CreateTable( { if (dataProperty.IsIndexed) { - sb.AppendFormat("CREATE INDEX "); + var sqlType = Map(dataProperty); + if (sqlType == "JSON") + { + sb.AppendFormat("CREATE JSON INDEX "); + } + else + { + sb.AppendFormat("CREATE INDEX "); + } sb.AppendIndexName(tableName, dataProperty.StorageName); sb.AppendFormat(" ON ").AppendTableName(schema, tableName); sb.AppendFormat("([{0}]);", dataProperty.StorageName); @@ -621,6 +630,13 @@ private static void AddParameter(this SqlCommand command, PropertyModel? propert command.Parameters.AddWithValue(name, new SqlVector(vectorArray)); break; + case string[] strings: + command.Parameters.AddWithValue(name, JsonSerializer.Serialize(strings, SqlServerJsonSerializerContext.Default.StringArray)); + break; + case List strings: + command.Parameters.AddWithValue(name, JsonSerializer.Serialize(strings, SqlServerJsonSerializerContext.Default.ListString)); + break; + default: command.Parameters.AddWithValue(name, value); break; @@ -641,6 +657,7 @@ private static string Map(PropertyModel property) Type t when t == typeof(byte[]) => "VARBINARY(MAX)", Type t when t == typeof(bool) => "BIT", Type t when t == typeof(DateTime) => "DATETIME2", + Type t when t == typeof(DateTimeOffset) => "DATETIMEOFFSET", #if NET Type t when t == typeof(DateOnly) => "DATE", Type t when t == typeof(TimeOnly) => "TIME", @@ -649,6 +666,8 @@ private static string Map(PropertyModel property) Type t when t == typeof(double) => "FLOAT", Type t when t == typeof(float) => "REAL", + Type t when t == typeof(string[]) || t == typeof(List) => "JSON", + _ => throw new NotSupportedException($"Type {property.Type} is not supported.") }; diff --git a/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs b/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs index 6aea071e5210..694fa99695a3 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs @@ -52,6 +52,7 @@ protected override void TranslateConstant(object? value) : string.Format(CultureInfo.InvariantCulture, @"'{0:HH\:mm\:ss\.FFFFFFF}'", value)); return; #endif + default: base.TranslateConstant(value); break; @@ -72,7 +73,18 @@ protected override void GenerateColumn(PropertyModel property, bool isSearchCond } protected override void TranslateContainsOverArrayColumn(Expression source, Expression item) - => throw new NotSupportedException("Unsupported Contains expression"); + { + if (item.Type != typeof(string)) + { + throw new NotSupportedException("Unsupported Contains expression"); + } + + this._sql.Append("JSON_CONTAINS("); + this.Translate(source); + this._sql.Append(", "); + this.Translate(item); + this._sql.Append(") = 1"); + } protected override void TranslateContainsOverParameterizedArray(Expression source, Expression item, object? value) { diff --git a/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs b/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs new file mode 100644 index 000000000000..b1e3dba1a48f --- /dev/null +++ b/dotnet/src/VectorData/SqlServer/SqlServerJsonSerializerContext.cs @@ -0,0 +1,11 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.SemanticKernel.Connectors.SqlServer; + +// For mapping string[] properties to SQL Server JSON columns +[JsonSerializable(typeof(string[]))] +[JsonSerializable(typeof(List))] +internal partial class SqlServerJsonSerializerContext : JsonSerializerContext; diff --git a/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs b/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs index 985353349a23..684d07e251fb 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerMapper.cs @@ -1,8 +1,10 @@ // Copyright (c) Microsoft. All rights reserved. using System; +using System.Collections.Generic; using System.Diagnostics; using System.Runtime.InteropServices; +using System.Text.Json; using Microsoft.Data.SqlClient; using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; @@ -112,7 +114,9 @@ static void PopulateValue(SqlDataReader reader, PropertyModel property, object r case var t when t == typeof(DateTime): property.SetValue(record, reader.GetDateTime(ordinal)); // DATETIME2 break; - + case var t when t == typeof(DateTimeOffset): + property.SetValue(record, reader.GetDateTimeOffset(ordinal)); // DATETIMEOFFSET + break; #if NET case var t when t == typeof(DateOnly): property.SetValue(record, reader.GetFieldValue(ordinal)); // DATE @@ -122,6 +126,18 @@ static void PopulateValue(SqlDataReader reader, PropertyModel property, object r break; #endif + // We map string[] and List properties to SQL Server JSON columns, so deserialize from JSON here. + case var t when t == typeof(string[]): + property.SetValue(record, JsonSerializer.Deserialize( + reader.GetString(ordinal), + SqlServerJsonSerializerContext.Default.StringArray)); + break; + case var t when t == typeof(List): + property.SetValue(record, JsonSerializer.Deserialize>( + reader.GetString(ordinal), + SqlServerJsonSerializerContext.Default.ListString)); + break; + default: throw new NotSupportedException($"Unsupported type '{property.Type.Name}' for property '{property.ModelName}'."); } diff --git a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs index f4eeb62d1857..688861f72928 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerModelBuilder.cs @@ -1,6 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using System; +using System.Collections.Generic; using System.Diagnostics.CodeAnalysis; using Microsoft.Data.SqlTypes; using Microsoft.Extensions.AI; @@ -33,7 +34,7 @@ protected override bool IsKeyPropertyTypeValid(Type type, [NotNullWhen(false)] o protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) { - supportedTypes = "string, short, int, long, double, float, decimal, bool, DateTime, DateTimeOffset, DateOnly, TimeOnly, Guid, byte[]"; + supportedTypes = "string, short, int, long, double, float, decimal, bool, DateTime, DateTimeOffset, DateOnly, TimeOnly, Guid, byte[], string[], List"; if (Nullable.GetUnderlyingType(type) is Type underlyingType) { @@ -49,6 +50,7 @@ protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] || type == typeof(byte[]) // VARBINARY || type == typeof(bool) // BIT || type == typeof(DateTime) // DATETIME2 + || type == typeof(DateTimeOffset) // DATETIMEOFFSET #if NET || type == typeof(DateOnly) // DATE // We don't support mapping TimeSpan to TIME on purpose @@ -57,7 +59,11 @@ protected override bool IsDataPropertyTypeValid(Type type, [NotNullWhen(false)] #endif || type == typeof(decimal) // DECIMAL || type == typeof(double) // FLOAT - || type == typeof(float); // REAL + || type == typeof(float) // REAL + + // We map string[] to the SQL Server 2025 JSON data type (anyone using vector search is already using 2025) + || type == typeof(string[]) // JSON + || type == typeof(List); // JSON } protected override bool IsVectorPropertyTypeValid(Type type, [NotNullWhen(false)] out string? supportedTypes) diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs index d6656cf9d2a4..92ce6163be1e 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs @@ -1,6 +1,5 @@ // Copyright (c) Microsoft. All rights reserved. -using Microsoft.Extensions.VectorData; using SqlServer.ConformanceTests.Support; using VectorData.ConformanceTests.Filter; using VectorData.ConformanceTests.Support; @@ -36,25 +35,6 @@ await this.TestFilterAsync( r => r["String"] != null && r["String"] != "foo"); } - public override Task 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()); - - public override Task Contains_with_Enumerable_Contains() - => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); - -#if !NETFRAMEWORK - 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 - [Fact(Skip = "Not supported")] [Obsolete("Legacy filters are not supported")] public override Task Legacy_And() => throw new NotSupportedException(); @@ -78,12 +58,5 @@ public override Task Contains_with_MemoryExtensions_Contains_with_null_comparer( public override TestStore TestStore => SqlServerTestStore.Instance; public override string CollectionName => s_uniqueName; - - // Override to remove the string collection properties, which aren't (currently) supported on SqlServer - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = base.CreateRecordDefinition().Properties.Where(p => p.Type != typeof(string[]) && p.Type != typeof(List)).ToList() - }; } } diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs index b307152d79af..15e39e630ddf 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerDataTypeTests.cs @@ -10,14 +10,16 @@ namespace SqlServer.ConformanceTests; public class SqlServerDataTypeTests(SqlServerDataTypeTests.Fixture fixture) : DataTypeTests.DefaultRecord>(fixture), IClassFixture { + public override Task String_array() + => this.Test( + "StringArray", + ["foo", "bar"], + ["foo", "baz"], + // SQL Server doesn't support comparing JSON + isFilterable: false); + public new class Fixture : DataTypeTests.DefaultRecord>.Fixture { public override TestStore TestStore => SqlServerTestStore.Instance; - - public override Type[] UnsupportedDefaultTypes { get; } = - [ - typeof(DateTimeOffset), - typeof(string[]) - ]; } } From cf9a5f21f74782fddfada1d934088fbff6cc24b9 Mon Sep 17 00:00:00 2001 From: Evan Mattson <35585003+moonbox3@users.noreply.github.com> Date: Fri, 24 Oct 2025 11:23:08 +0900 Subject: [PATCH 26/35] Python: Fix onnx pkg by pinning. Pin openai < 2.0. (#13284) ### Motivation and Context For the latest onnxruntime 1.23.2 pkg: our GitHub Actions run is failing because uv is not matching the macOS wheel tag. Pinning to last-known-good until it's sorted out. - Pin openai pkg < 2.0 until we can investigate if 2.0 brings in other breaking changes. ### Contribution Checklist - [ ] The code builds clean without any errors or warnings - [ ] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [ ] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- python/pyproject.toml | 6 +- .../open_ai/assistant_thread_actions.py | 5 +- .../agents/open_ai/openai_assistant_agent.py | 9 +- .../agents/open_ai/openai_responses_agent.py | 2 +- .../ai/open_ai/services/open_ai_handler.py | 4 +- .../services/open_ai_text_to_image_base.py | 4 +- python/uv.lock | 6074 +++++++++-------- 7 files changed, 3310 insertions(+), 2794 deletions(-) diff --git a/python/pyproject.toml b/python/pyproject.toml index d1b22c85541a..7a4a167c80fd 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", + "openai >= 1.98.0, < 2.0.0", # openapi and swagger "openapi_core >= 0.18,<0.20", "websockets >= 13, < 16", @@ -121,7 +121,9 @@ ollama = [ "ollama ~= 0.4" ] onnx = [ - "onnxruntime-genai ~= 0.7" + # Pinning due to uv tag-resolution issues on macOS. + "onnxruntime==1.22.1", + "onnxruntime-genai==0.9.0" ] pandas = [ "pandas ~= 2.2" diff --git a/python/semantic_kernel/agents/open_ai/assistant_thread_actions.py b/python/semantic_kernel/agents/open_ai/assistant_thread_actions.py index 7e54a7a5ffee..3a6679df643f 100644 --- a/python/semantic_kernel/agents/open_ai/assistant_thread_actions.py +++ b/python/semantic_kernel/agents/open_ai/assistant_thread_actions.py @@ -5,7 +5,8 @@ from collections.abc import AsyncIterable, Iterable, Sequence from typing import TYPE_CHECKING, Any, ClassVar, Literal, TypeVar, cast -from openai import NOT_GIVEN, AsyncOpenAI, NotGiven +from openai import AsyncOpenAI +from openai._types import Omit, omit from openai.types.beta.code_interpreter_tool import CodeInterpreterTool from openai.types.beta.file_search_tool import FileSearchTool from openai.types.beta.threads.run_create_params import AdditionalMessage, AdditionalMessageAttachment @@ -597,7 +598,7 @@ async def get_messages( An async iterable of ChatMessageContent. """ agent_names: dict[str, Any] = {} - last_id: str | NotGiven = NOT_GIVEN + last_id: str | Omit = omit while True: messages = await client.beta.threads.messages.list( diff --git a/python/semantic_kernel/agents/open_ai/openai_assistant_agent.py b/python/semantic_kernel/agents/open_ai/openai_assistant_agent.py index f2647c4ae0a9..a1daaa75f5be 100644 --- a/python/semantic_kernel/agents/open_ai/openai_assistant_agent.py +++ b/python/semantic_kernel/agents/open_ai/openai_assistant_agent.py @@ -7,7 +7,8 @@ from copy import copy, deepcopy from typing import TYPE_CHECKING, Any, ClassVar, Literal, TypeVar -from openai import NOT_GIVEN, AsyncOpenAI, NotGiven +from openai import AsyncOpenAI +from openai._types import Omit, omit from openai.lib._parsing._completions import type_to_response_format_param from openai.types.beta.assistant import Assistant from openai.types.beta.assistant_create_params import ( @@ -138,9 +139,9 @@ def __init__( self, client: AsyncOpenAI, thread_id: str | None = None, - messages: Iterable["ThreadCreateMessage"] | NotGiven = NOT_GIVEN, - metadata: dict[str, Any] | NotGiven = NOT_GIVEN, - tool_resources: ToolResources | NotGiven = NOT_GIVEN, + messages: Iterable["ThreadCreateMessage"] | Omit = omit, + metadata: dict[str, Any] | Omit = omit, + tool_resources: ToolResources | Omit = omit, ) -> None: """Initialize the OpenAI Assistant Thread. diff --git a/python/semantic_kernel/agents/open_ai/openai_responses_agent.py b/python/semantic_kernel/agents/open_ai/openai_responses_agent.py index 3397c6355259..99a94b6b6f8e 100644 --- a/python/semantic_kernel/agents/open_ai/openai_responses_agent.py +++ b/python/semantic_kernel/agents/open_ai/openai_responses_agent.py @@ -706,7 +706,7 @@ def configure_web_search_tool( A WebSearchToolParam dictionary with any passed-in parameters. """ tool: WebSearchToolParam = { - "type": "web_search_preview", + "type": "web_search", } if context_size is not None: tool["search_context_size"] = context_size 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 59af2d709dc0..a7e1ffc464a3 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 @@ -5,7 +5,7 @@ from typing import Any, Union from openai import AsyncOpenAI, AsyncStream, BadRequestError, _legacy_response -from openai._types import NOT_GIVEN, FileTypes, NotGiven +from openai._types import FileTypes, Omit, omit from openai.lib._parsing._completions import type_to_response_format_param from openai.types import Completion, CreateEmbeddingResponse from openai.types.audio import Transcription @@ -135,7 +135,7 @@ async def _send_image_edit_request( self, image: list[FileTypes], settings: OpenAITextToImageExecutionSettings, - mask: FileTypes | NotGiven = NOT_GIVEN, + mask: FileTypes | Omit = omit, ) -> ImagesResponse: """Send a request to the OpenAI image edit endpoint. diff --git a/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_text_to_image_base.py b/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_text_to_image_base.py index a8ba3977ca63..c3161043384e 100644 --- a/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_text_to_image_base.py +++ b/python/semantic_kernel/connectors/ai/open_ai/services/open_ai_text_to_image_base.py @@ -4,7 +4,7 @@ from typing import IO, Any from warnings import warn -from openai._types import NOT_GIVEN, FileTypes, NotGiven +from openai._types import FileTypes, Omit, omit from openai.types.images_response import ImagesResponse from semantic_kernel.connectors.ai.open_ai.prompt_execution_settings.open_ai_text_to_image_execution_settings import ( @@ -217,7 +217,7 @@ async 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"python_full_version >= '3.13' and python_full_version < '4' and sys_platform == 'linux'", + "python_full_version >= '3.14' and python_full_version < '4' and sys_platform == 'linux'", + "python_full_version == '3.13.*' and sys_platform == 'linux'", "python_full_version == '3.12.*' and sys_platform == 'linux'", "python_full_version == '3.11.*' and sys_platform == 'linux'", "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version >= '4' and sys_platform == 'win32'", - "python_full_version >= '3.13' and python_full_version < '4' and sys_platform == 'win32'", + "python_full_version >= '3.14' and python_full_version < '4' and sys_platform == 'win32'", + "python_full_version == '3.13.*' and sys_platform == 'win32'", "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'win32'", "python_full_version < '3.11' and sys_platform == 'win32'", @@ -26,7 +29,7 @@ supported-markers = [ [[package]] name = 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21:52:56 +0800 Subject: [PATCH 27/35] =?UTF-8?q?.Net:=20Fix=20#13183:=20.NET=20=E2=80=94?= =?UTF-8?q?=20Kernel.AddOpenAIChatClient=20throws=20an=20error=20when=20us?= =?UTF-8?q?=E2=80=A6=20(#13198)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### Motivation and Context 1. Why is this change required? When using AddOpenAIChatClient with a custom endpoint parameter but without providing a custom httpClient, the code would create an HttpClient without setting its BaseAddress property. This mismatch between the HttpClient configuration and the OpenAIClientOptions.Endpoint setting causes SSL/TLS handshake failures. 2. What problem does it solve? This PR fixes the SSL connection error (System.ClientModel.ClientResultException: The SSL connection could not be established) that occurs when users call: ``` var kernel = Kernel.CreateBuilder() .AddOpenAIChatClient( modelId: "model-name", apiKey: "api-key", endpoint: new Uri("https://custom-endpoint.com") ) .Build(); ``` 3. What scenario does it contribute to? This enables users to easily connect to OpenAI-compatible endpoints (such as Azure OpenAI, local LLM servers, or other OpenAI-compatible APIs) without having to manually create and configure an HttpClient instance. Fixes SSL connection failures when using custom endpoints with the default HttpClient. 4. Related Issue: https://github.com/microsoft/semantic-kernel/issues/13183 ### Description Changes made: Fixed invalid GetOpenAIClientOptions call in the first overload (lines 40-77): Removed the unused GetOpenAIClientOptions call at lines 56-59 Added missing endpoint and orgId parameters to the GetOpenAIClientOptions call used in OpenAIClient construction Fixed SSL issue in the third overload with custom endpoint (lines 125-170): Added logic to ensure the HttpClient has the correct BaseAddress when using a custom endpoint When no custom httpClient is provided and the default client has no BaseAddress, creates a new HttpClient with BaseAddress set to the provided endpoint This ensures consistency between the HttpClient.BaseAddress and OpenAIClientOptions.Endpoint, preventing SSL certificate validation failures Verified AddOpenAIEmbeddingGenerator methods: Confirmed both overloads are correctly implemented with no similar issues The root cause was that HttpClientPipelineTransport uses the HttpClient for making requests, but when the HttpClient.BaseAddress is null and the endpoint is only set in OpenAIClientOptions.Endpoint, the SSL/TLS handshake fails due to hostname mismatch during certificate validation. The fix ensures that when a custom endpoint is provided, the HttpClient is properly configured with the matching BaseAddress, allowing SSL/TLS to validate the certificate correctly. ### Contribution Checklist - [V ] The code builds clean without any errors or warnings - [ V] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [V ] All unit tests pass, and I have added new tests where possible - [V ] I didn't break anyone :smile: --------- Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> Co-authored-by: westey <164392973+westey-m@users.noreply.github.com> --- ...ollectionExtensions.DependencyInjection.cs | 36 +++++++++++++++---- 1 file changed, 29 insertions(+), 7 deletions(-) diff --git a/dotnet/src/Connectors/Connectors.OpenAI/Extensions/OpenAIServiceCollectionExtensions.DependencyInjection.cs b/dotnet/src/Connectors/Connectors.OpenAI/Extensions/OpenAIServiceCollectionExtensions.DependencyInjection.cs index c4743350c2b8..4a7adba2ac6a 100644 --- a/dotnet/src/Connectors/Connectors.OpenAI/Extensions/OpenAIServiceCollectionExtensions.DependencyInjection.cs +++ b/dotnet/src/Connectors/Connectors.OpenAI/Extensions/OpenAIServiceCollectionExtensions.DependencyInjection.cs @@ -53,14 +53,12 @@ IChatClient Factory(IServiceProvider serviceProvider, object? _) { var loggerFactory = serviceProvider.GetService(); - ClientCore.GetOpenAIClientOptions( - endpoint: null, - orgId: orgId, - httpClient: HttpClientProvider.GetHttpClient(httpClient, serviceProvider)); - var builder = new OpenAIClient( credential: new ApiKeyCredential(apiKey ?? SingleSpace), - options: ClientCore.GetOpenAIClientOptions(HttpClientProvider.GetHttpClient(httpClient, serviceProvider))) + options: ClientCore.GetOpenAIClientOptions( + httpClient: HttpClientProvider.GetHttpClient(httpClient, serviceProvider), + endpoint: null, + orgId: orgId)) .GetChatClient(modelId) .AsIChatClient() .AsBuilder() @@ -153,10 +151,34 @@ IChatClient Factory(IServiceProvider serviceProvider, object? _) { var loggerFactory = serviceProvider.GetService(); + // Get or create HttpClient with proper BaseAddress for the endpoint + HttpClient innerHttpClient; + if (httpClient is not null) + { + innerHttpClient = httpClient; + } + else + { + var defaultClient = HttpClientProvider.GetHttpClient(serviceProvider); + // If using default client and it doesn't have BaseAddress set or BaseAddress doesn't match the endpoint, create one with the endpoint + if (defaultClient.BaseAddress is null || defaultClient.BaseAddress != endpoint) + { + Verify.NotNull(endpoint); + + // A new one needs to be created as we can't cross boundaries and modify an existing client + innerHttpClient = HttpClientProvider.GetHttpClient(); + innerHttpClient.BaseAddress = endpoint; + } + else + { + innerHttpClient = defaultClient; + } + } + var builder = new OpenAIClient( credential: new ApiKeyCredential(apiKey ?? SingleSpace), options: ClientCore.GetOpenAIClientOptions( - httpClient: HttpClientProvider.GetHttpClient(httpClient, serviceProvider), + httpClient: innerHttpClient, endpoint: endpoint, orgId: orgId)) .GetChatClient(modelId) From 96c470185d9cfe9a07320fd7bfeb3fe511e5821a Mon Sep 17 00:00:00 2001 From: James Abbott Date: Tue, 28 Oct 2025 14:30:28 +0000 Subject: [PATCH 28/35] .Net: Feature/gemini function parts format (#13258) ### Motivation and Context 1. Why is this change required? It appears that there's a quirk to how Gemini handles tool call results in it's API. The tool responses need to be present in the same chat item as the tool requests - rather than adding them individually as separate chat history items. 2. What problem does it solve? This _appears_ to fix (at least in my use case) the error whereby you receive: ``` { "error": { "code": 400, "message": "Please ensure that the number of function response parts is equal to the number of function call parts of the function call turn.", "status": "INVALID_ARGUMENT" } } ``` 4. Which appears to happen when an SK response auto invokes > 1 tool. When it's a single tool result the API appears to handle the response gracefully. 5. https://github.com/microsoft/semantic-kernel/issues/12823 6. https://github.com/microsoft/semantic-kernel/issues/12528 --> ### Description Google Gemini expects the function responses to be grouped together in a single message rather than split across multiple separate messages with role "function". By adding a batch tool result overload to the GeminiChatMessage we can correctly parse the multiple parts of the function call into their respective function parts. ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: FYI @stephentoub (As I see you're working in the Gemini connector recently) --------- Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> --- ...eminiChatGenerationFunctionCallingTests.cs | 64 ++++++++++ .../Core/Gemini/GeminiRequestTests.cs | 2 +- ...chat_multiple_function_calls_response.json | 75 ++++++++++++ .../Clients/GeminiChatCompletionClient.cs | 110 +++++++++++++++++- .../Core/Gemini/Models/GeminiRequest.cs | 18 +-- .../Models/Gemini/GeminiChatMessageContent.cs | 57 ++++++++- .../Gemini/GeminiFunctionCallingTests.cs | 57 +++++++++ 7 files changed, 368 insertions(+), 15 deletions(-) create mode 100644 dotnet/src/Connectors/Connectors.Google.UnitTests/TestData/chat_multiple_function_calls_response.json diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationFunctionCallingTests.cs b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationFunctionCallingTests.cs index fdf70b8182bf..d1a8904109de 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationFunctionCallingTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/Clients/GeminiChatGenerationFunctionCallingTests.cs @@ -376,6 +376,70 @@ public async Task IfAutoInvokeMaximumAutoInvokeAttemptsReachedShouldStopInvoking c is GeminiChatMessageContent gm && gm.Role == AuthorRole.Tool && gm.CalledToolResult is not null); } + [Fact] + public async Task ShouldBatchMultipleToolResponsesIntoSingleMessageAsync() + { + // Arrange + var responseContentWithMultipleFunctions = File.ReadAllText("./TestData/chat_multiple_function_calls_response.json") + .Replace("%nameSeparator%", GeminiFunction.NameSeparator, StringComparison.Ordinal); + + using var handlerStub = new MultipleHttpMessageHandlerStub(); + handlerStub.AddJsonResponse(responseContentWithMultipleFunctions); + handlerStub.AddJsonResponse(this._responseContent); // Final response after tool execution + +#pragma warning disable CA2000 + var client = this.CreateChatCompletionClient(httpClient: handlerStub.CreateHttpClient()); +#pragma warning restore CA2000 + var chatHistory = CreateSampleChatHistory(); + var executionSettings = new GeminiPromptExecutionSettings + { + ToolCallBehavior = GeminiToolCallBehavior.AutoInvokeKernelFunctions + }; + + // Act + await client.GenerateChatMessageAsync(chatHistory, executionSettings: executionSettings, kernel: this._kernelWithFunctions); + + // Assert + // Find the tool response message that should be batched + var toolResponseMessage = chatHistory.OfType() + .FirstOrDefault(m => m.Role == AuthorRole.Tool && m.CalledToolResults != null); + + Assert.NotNull(toolResponseMessage); + Assert.NotNull(toolResponseMessage.CalledToolResults); + + // Verify that multiple tool results are batched into a single message + Assert.Equal(2, toolResponseMessage.CalledToolResults.Count); + + // Verify the specific tool calls that were batched + var toolNames = toolResponseMessage.CalledToolResults.Select(tr => tr.FullyQualifiedName).ToArray(); + Assert.Contains(this._timePluginNow.FullyQualifiedName, toolNames); + Assert.Contains(this._timePluginDate.FullyQualifiedName, toolNames); + + // Verify backward compatibility - CalledToolResult property should return the first result + Assert.NotNull(toolResponseMessage.CalledToolResult); + Assert.Equal(toolResponseMessage.CalledToolResults[0], toolResponseMessage.CalledToolResult); + + // Verify the request that would be sent to Gemini contains the correct structure + var requestJson = handlerStub.GetRequestContentAsString(1); // Get the second request (after tool execution) + Assert.NotNull(requestJson); + var request = JsonSerializer.Deserialize(requestJson); + Assert.NotNull(request); + + // Find the content that represents the batched tool responses + var toolResponseContent = request.Contents.FirstOrDefault(c => c.Role == AuthorRole.Tool); + Assert.NotNull(toolResponseContent); + Assert.NotNull(toolResponseContent.Parts); + + // Verify that all function responses are included as separate parts in the single message + var functionResponseParts = toolResponseContent.Parts.Where(p => p.FunctionResponse != null).ToArray(); + Assert.Equal(2, functionResponseParts.Length); + + // Verify each function response part corresponds to the tool calls + var functionNames = functionResponseParts.Select(p => p.FunctionResponse!.FunctionName).ToArray(); + Assert.Contains(this._timePluginNow.FullyQualifiedName, functionNames); + Assert.Contains(this._timePluginDate.FullyQualifiedName, functionNames); + } + private static ChatHistory CreateSampleChatHistory() { var chatHistory = new ChatHistory(); 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 877b80debf67..31ce6e9946fd 100644 --- a/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/Core/Gemini/GeminiRequestTests.cs @@ -491,7 +491,7 @@ public void AddChatMessageToRequest() // Arrange ChatHistory chat = []; var request = GeminiRequest.FromChatHistoryAndExecutionSettings(chat, new GeminiPromptExecutionSettings()); - var message = new GeminiChatMessageContent(AuthorRole.User, "user-message", "model-id"); + var message = new GeminiChatMessageContent(AuthorRole.User, "user-message", "model-id", calledToolResults: null); // Act request.AddChatMessage(message); diff --git a/dotnet/src/Connectors/Connectors.Google.UnitTests/TestData/chat_multiple_function_calls_response.json b/dotnet/src/Connectors/Connectors.Google.UnitTests/TestData/chat_multiple_function_calls_response.json new file mode 100644 index 000000000000..1b512bf63380 --- /dev/null +++ b/dotnet/src/Connectors/Connectors.Google.UnitTests/TestData/chat_multiple_function_calls_response.json @@ -0,0 +1,75 @@ +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "I'll help you get the current time and date. Let me call both functions for you." + }, + { + "functionCall": { + "name": "TimePlugin%nameSeparator%Now", + "args": { + "param1": "current time" + } + } + }, + { + "functionCall": { + "name": "TimePlugin%nameSeparator%Date", + "args": { + "format": "yyyy-MM-dd" + } + } + } + ], + "role": "model" + }, + "finishReason": "STOP", + "index": 0, + "safetyRatings": [ + { + "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HATE_SPEECH", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HARASSMENT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_DANGEROUS_CONTENT", + "probability": "NEGLIGIBLE" + } + ] + } + ], + "promptFeedback": { + "safetyRatings": [ + { + "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HATE_SPEECH", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HARASSMENT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_DANGEROUS_CONTENT", + "probability": "NEGLIGIBLE" + } + ] + }, + "usageMetadata": { + "promptTokenCount": 50, + "candidatesTokenCount": 25, + "totalTokenCount": 75 + } +} \ No newline at end of file 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 3d52a92f8825..fbd5b86ee863 100644 --- a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs +++ b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Clients/GeminiChatCompletionClient.cs @@ -395,11 +395,18 @@ private async Task ProcessFunctionsAsync(ChatCompletionState state, Cancellation // We must send back a response for every tool call, regardless of whether we successfully executed it or not. // If we successfully execute it, we'll add the result. If we don't, we'll add an error. + // Collect all tool responses before adding to chat history + var toolResponses = new List(); + foreach (var toolCall in state.LastMessage!.ToolCalls!) { - await this.ProcessSingleToolCallAsync(state, toolCall, cancellationToken).ConfigureAwait(false); + var toolResponse = await this.ProcessSingleToolCallAndReturnResponseAsync(state, toolCall, cancellationToken).ConfigureAwait(false); + toolResponses.Add(toolResponse); } + // Add all tool responses as a single batched message + this.AddBatchedToolResponseMessage(state.ChatHistory, state.GeminiRequest, toolResponses); + // Clear the tools. If we end up wanting to use tools, we'll reset it to the desired value. state.GeminiRequest.Tools = null; @@ -431,6 +438,46 @@ private async Task ProcessFunctionsAsync(ChatCompletionState state, Cancellation } } + private void AddBatchedToolResponseMessage( + ChatHistory chat, + GeminiRequest request, + List toolResponses) + { + if (toolResponses.Count == 0) + { + return; + } + + // Extract all tool results and combine content + var allToolResults = toolResponses + .Where(tr => tr.CalledToolResults != null) + .SelectMany(tr => tr.CalledToolResults!) + .ToList(); + + // Combine tool response content as a JSON array for better structure + var combinedContentList = toolResponses + .Select(tr => tr.Content) + .Where(c => !string.IsNullOrEmpty(c)) + .ToList(); + + var combinedContent = combinedContentList.Count switch + { + 0 => string.Empty, + 1 => combinedContentList[0], + _ => JsonSerializer.Serialize(combinedContentList) + }; + + // Create a single message with all function response parts using the new constructor + var batchedMessage = new GeminiChatMessageContent( + AuthorRole.Tool, + combinedContent, + this._modelId, + calledToolResults: allToolResults); + + chat.Add(batchedMessage); + request.AddChatMessage(batchedMessage); + } + private async Task ProcessSingleToolCallAsync(ChatCompletionState state, GeminiFunctionToolCall toolCall, CancellationToken cancellationToken) { // Make sure the requested function is one we requested. If we're permitting any kernel function to be invoked, @@ -480,6 +527,65 @@ private async Task ProcessSingleToolCallAsync(ChatCompletionState state, GeminiF functionResponse: functionResult, errorMessage: null); } + private async Task ProcessSingleToolCallAndReturnResponseAsync(ChatCompletionState state, GeminiFunctionToolCall toolCall, CancellationToken cancellationToken) + { + // Make sure the requested function is one we requested. If we're permitting any kernel function to be invoked, + // then we don't need to check this, as it'll be handled when we look up the function in the kernel to be able + // to invoke it. If we're permitting only a specific list of functions, though, then we need to explicitly check. + if (state.ExecutionSettings.ToolCallBehavior?.AllowAnyRequestedKernelFunction is not true && + !IsRequestableTool(state.GeminiRequest.Tools![0].Functions, toolCall)) + { + return this.CreateToolResponseMessage(toolCall, functionResponse: null, "Error: Function call request for a function that wasn't defined."); + } + + // Ensure the provided function exists for calling + if (!state.Kernel!.Plugins.TryGetFunctionAndArguments(toolCall, out KernelFunction? function, out KernelArguments? functionArgs)) + { + return this.CreateToolResponseMessage(toolCall, functionResponse: null, "Error: Requested function could not be found."); + } + + // Now, invoke the function, and create the resulting tool call message. + s_inflightAutoInvokes.Value++; + FunctionResult? functionResult; + try + { + // Note that we explicitly do not use executionSettings here; those pertain to the all-up operation and not necessarily to any + // further calls made as part of this function invocation. In particular, we must not use function calling settings naively here, + // as the called function could in turn telling the model about itself as a possible candidate for invocation. + functionResult = await function.InvokeAsync(state.Kernel, functionArgs, cancellationToken: cancellationToken) + .ConfigureAwait(false); + } +#pragma warning disable CA1031 // Do not catch general exception types + catch (Exception e) +#pragma warning restore CA1031 + { + return this.CreateToolResponseMessage(toolCall, functionResponse: null, $"Error: Exception while invoking function. {e.Message}"); + } + finally + { + s_inflightAutoInvokes.Value--; + } + + return this.CreateToolResponseMessage(toolCall, functionResponse: functionResult, errorMessage: null); + } + + private GeminiChatMessageContent CreateToolResponseMessage( + GeminiFunctionToolCall tool, + FunctionResult? functionResponse, + string? errorMessage) + { + if (errorMessage is not null && this.Logger.IsEnabled(LogLevel.Debug)) + { + this.Logger.LogDebug("Failed to handle tool request ({ToolName}). {Error}", tool.FullyQualifiedName, errorMessage); + } + + return new GeminiChatMessageContent(AuthorRole.Tool, + content: errorMessage ?? string.Empty, + modelId: this._modelId, + calledToolResult: functionResponse is not null ? new GeminiFunctionToolResult(tool, functionResponse) : null, + metadata: null); + } + private async Task SendRequestAndReturnValidGeminiResponseAsync( Uri endpoint, GeminiRequest geminiRequest, @@ -604,7 +710,7 @@ private void LogUsage(List chatMessageContents) private List GetChatMessageContentsFromResponse(GeminiResponse geminiResponse) => geminiResponse.Candidates == null ? - [new GeminiChatMessageContent(role: AuthorRole.Assistant, content: string.Empty, modelId: this._modelId)] + [new GeminiChatMessageContent(role: AuthorRole.Assistant, content: string.Empty, modelId: this._modelId, functionsToolCalls: null)] : geminiResponse.Candidates.Select(candidate => this.GetChatMessageContentFromCandidate(geminiResponse, candidate)).ToList(); private GeminiChatMessageContent GetChatMessageContentFromCandidate(GeminiResponse geminiResponse, GeminiResponseCandidate candidate) 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 5d4b917ee1e7..b70ad9a0fbab 100644 --- a/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs +++ b/dotnet/src/Connectors/Connectors.Google/Core/Gemini/Models/GeminiRequest.cs @@ -183,15 +183,17 @@ private static List CreateGeminiParts(ChatMessageContent content) List parts = []; switch (content) { - case GeminiChatMessageContent { CalledToolResult: not null } contentWithCalledTool: - parts.Add(new GeminiPart - { - FunctionResponse = new GeminiPart.FunctionResponsePart + case GeminiChatMessageContent { CalledToolResults: not null } contentWithCalledTools: + // Add all function responses as separate parts in a single message + parts.AddRange(contentWithCalledTools.CalledToolResults.Select(toolResult => + new GeminiPart { - FunctionName = contentWithCalledTool.CalledToolResult.FullyQualifiedName, - Response = new(contentWithCalledTool.CalledToolResult.FunctionResult.GetValue()) - } - }); + FunctionResponse = new GeminiPart.FunctionResponsePart + { + FunctionName = toolResult.FullyQualifiedName, + Response = new(toolResult.FunctionResult.GetValue()) + } + })); break; case GeminiChatMessageContent { ToolCalls: not null } contentWithToolCalls: parts.AddRange(contentWithToolCalls.ToolCalls.Select(toolCall => diff --git a/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiChatMessageContent.cs b/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiChatMessageContent.cs index ac5f6ced3e8b..723d7f99dcaf 100644 --- a/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiChatMessageContent.cs +++ b/dotnet/src/Connectors/Connectors.Google/Models/Gemini/GeminiChatMessageContent.cs @@ -37,7 +37,25 @@ public GeminiChatMessageContent(GeminiFunctionToolResult calledToolResult) { Verify.NotNull(calledToolResult); - this.CalledToolResult = calledToolResult; + this.CalledToolResults = [calledToolResult]; + } + + /// + /// Initializes a new instance of the class with multiple tool results. + /// + /// The results of tools called by the kernel. + public GeminiChatMessageContent(IEnumerable calledToolResults) + : base( + role: AuthorRole.Tool, + content: null, + modelId: null, + innerContent: null, + encoding: Encoding.UTF8, + metadata: null) + { + Verify.NotNull(calledToolResults); + + this.CalledToolResults = calledToolResults.ToList().AsReadOnly(); } /// @@ -62,7 +80,32 @@ internal GeminiChatMessageContent( encoding: Encoding.UTF8, metadata: metadata) { - this.CalledToolResult = calledToolResult; + this.CalledToolResults = calledToolResult != null ? [calledToolResult] : null; + } + + /// + /// Initializes a new instance of the class with multiple tool results. + /// + /// Role of the author of the message + /// Content of the message + /// The model ID used to generate the content + /// The results of tools called by the kernel. + /// Additional metadata + internal GeminiChatMessageContent( + AuthorRole role, + string? content, + string modelId, + IEnumerable? calledToolResults = null, + GeminiMetadata? metadata = null) + : base( + role: role, + content: content, + modelId: modelId, + innerContent: content, + encoding: Encoding.UTF8, + metadata: metadata) + { + this.CalledToolResults = calledToolResults?.ToList().AsReadOnly(); } /// @@ -96,9 +139,15 @@ internal GeminiChatMessageContent( public IReadOnlyList? ToolCalls { get; } /// - /// The result of tool called by the kernel. + /// The results of tools called by the kernel. + /// + public IReadOnlyList? CalledToolResults { get; } + + /// + /// The result of tool called by the kernel (for backward compatibility). + /// Returns the first tool result if multiple exist, or null if none. /// - public GeminiFunctionToolResult? CalledToolResult { get; } + public GeminiFunctionToolResult? CalledToolResult => this.CalledToolResults?.Count > 0 ? this.CalledToolResults[0] : null; /// /// The metadata associated with the content. diff --git a/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiFunctionCallingTests.cs b/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiFunctionCallingTests.cs index 883b8eb724b1..6e7b06429131 100644 --- a/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiFunctionCallingTests.cs +++ b/dotnet/src/IntegrationTests/Connectors/Google/Gemini/GeminiFunctionCallingTests.cs @@ -316,6 +316,43 @@ public async Task ChatStreamingAutoInvokeTwoPluginsShouldGetDateAndReturnTasksBy Assert.Contains("5", content, StringComparison.OrdinalIgnoreCase); } + [RetryTheory(Skip = SkipMessage)] + [InlineData(ServiceType.GoogleAI, true)] + [InlineData(ServiceType.VertexAI, false)] + public async Task ChatStreamingAutoInvokeTwoPluginsShouldGetDateAndReturnWeatherResponseAsync(ServiceType serviceType, bool isBeta) + { + // Arrange + var kernel = new Kernel(); + kernel.ImportPluginFromType(nameof(DateTimePlugin)); + kernel.ImportPluginFromType(nameof(WeatherPlugin)); + kernel.ImportPluginFromType(nameof(TaskPlugin)); + var sut = this.GetChatService(serviceType, isBeta); + var chatHistory = new ChatHistory(); + chatHistory.AddUserMessage("Whats the time and weather in Seattle?"); + var executionSettings = new GeminiPromptExecutionSettings() + { + MaxTokens = 2000, + ToolCallBehavior = GeminiToolCallBehavior.AutoInvokeKernelFunctions, + }; + + // Act + var responses = await sut.GetStreamingChatMessageContentsAsync(chatHistory, executionSettings, kernel) + .ToListAsync(); + + string content = string.Concat(responses.Select(c => c.Content)); + this.Output.WriteLine(content); + Assert.Contains("sunny", content, StringComparison.OrdinalIgnoreCase); + + chatHistory.AddUserMessage("How many tasks I have for today, using the same date I checked weather in seattle"); + responses = await sut.GetStreamingChatMessageContentsAsync(chatHistory, executionSettings, kernel) + .ToListAsync(); + + // Assert + content = string.Concat(responses.Select(c => c.Content)); + this.Output.WriteLine(content); + Assert.Contains("5", content, StringComparison.OrdinalIgnoreCase); + } + [RetryTheory(Skip = SkipMessage)] [InlineData(ServiceType.GoogleAI, true)] [InlineData(ServiceType.VertexAI, false)] @@ -414,6 +451,16 @@ public int GetTaskCount([Description("Date to get tasks")] DateTime date) } } + public sealed class WeatherPlugin + { + [KernelFunction(nameof(GetWeather))] + [Description("Get the weather for a given location.")] + public string GetWeather([Description("Location to get the weather for")] string location) + { + return $"The weather in {location} is sunny."; + } + } + public sealed class DatePlugin { [KernelFunction(nameof(GetDate))] @@ -457,6 +504,16 @@ public string DateMatchingLastDayName( } } + public sealed class DateTimePlugin + { + [KernelFunction(nameof(GetCurrentDateTime))] + [Description("Get current UTC date and time.")] + public string GetCurrentDateTime() + { + return DateTime.UtcNow.ToString("u"); + } + } + public sealed class MathPlugin { [KernelFunction(nameof(Sum))] From c79c2697946115b60e2909f852317a275aba4147 Mon Sep 17 00:00:00 2001 From: Shay Rojansky Date: Tue, 28 Oct 2025 17:58:02 +0100 Subject: [PATCH 29/35] .Net: [MEVD] Fix filtering by true (#13294) Fixes #13293 --- .../VectorData/Common/SqlFilterTranslator.cs | 4 ++-- .../CosmosMongoFilterTranslator.cs | 3 +++ .../MongoDB/MongoFilterTranslator.cs | 3 +++ .../PgVector/PostgresFilterTranslator.cs | 6 ++--- .../Qdrant/QdrantFilterTranslator.cs | 3 +++ .../VectorData/Redis/RedisFilterTranslator.cs | 8 +++++++ .../SqlServer/SqlServerFilterTranslator.cs | 11 ++++++---- .../SqliteVec/SqliteFilterTranslator.cs | 2 +- .../Weaviate/WeaviateFilterTranslator.cs | 10 ++++++++- .../Weaviate/WeaviateQueryBuilder.cs | 2 +- .../Filter/BasicFilterTests.cs | 8 +++++++ .../Filter/WeaviateBasicFilterTests.cs | 22 +++++++++---------- .../Filter/WeaviateBasicQueryTests.cs | 22 +++++++++---------- 13 files changed, 70 insertions(+), 34 deletions(-) diff --git a/dotnet/src/VectorData/Common/SqlFilterTranslator.cs b/dotnet/src/VectorData/Common/SqlFilterTranslator.cs index 1cd25d808dfe..09b159ff9718 100644 --- a/dotnet/src/VectorData/Common/SqlFilterTranslator.cs +++ b/dotnet/src/VectorData/Common/SqlFilterTranslator.cs @@ -57,7 +57,7 @@ protected void Translate(Expression? node, bool isSearchCondition = false) return; case ConstantExpression constant: - this.TranslateConstant(constant.Value); + this.TranslateConstant(constant.Value, isSearchCondition); return; case QueryParameterExpression { Name: var name, Value: var value }: @@ -136,7 +136,7 @@ static bool IsNull(Expression expression) => expression is ConstantExpression { Value: null } or QueryParameterExpression { Value: null }; } - protected virtual void TranslateConstant(object? value) + protected virtual void TranslateConstant(object? value, bool isSearchCondition) { switch (value) { diff --git a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs index 6f53a9a9e525..6d8401d4d602 100644 --- a/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs +++ b/dotnet/src/VectorData/CosmosMongoDB/CosmosMongoFilterTranslator.cs @@ -55,6 +55,9 @@ or ExpressionType.LessThan or ExpressionType.LessThanOrEqual // Special handling for bool constant as the filter expression (r => r.Bool) Expression when node.Type == typeof(bool) && this.TryBindProperty(node, out var property) => this.GenerateEqualityComparison(property, value: true, ExpressionType.Equal), + // Handle true literal (r => true), which is useful for fetching all records + ConstantExpression { Value: true } + => [], MethodCallExpression methodCall => this.TranslateMethodCall(methodCall), diff --git a/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs b/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs index 50f7082050c6..c6a7788cc804 100644 --- a/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs +++ b/dotnet/src/VectorData/MongoDB/MongoFilterTranslator.cs @@ -51,6 +51,9 @@ or ExpressionType.LessThan or ExpressionType.LessThanOrEqual // Handle converting non-nullable to nullable; such nodes are found in e.g. r => r.Int == nullableInt UnaryExpression { NodeType: ExpressionType.Convert } convert when Nullable.GetUnderlyingType(convert.Type) == convert.Operand.Type => this.Translate(convert.Operand), + // Handle true literal (r => true), which is useful for fetching all records + ConstantExpression { Value: true } + => [], // Special handling for bool constant as the filter expression (r => r.Bool) Expression when node.Type == typeof(bool) && this.TryBindProperty(node, out var property) diff --git a/dotnet/src/VectorData/PgVector/PostgresFilterTranslator.cs b/dotnet/src/VectorData/PgVector/PostgresFilterTranslator.cs index d05f83a4b26d..e2b18232f0a9 100644 --- a/dotnet/src/VectorData/PgVector/PostgresFilterTranslator.cs +++ b/dotnet/src/VectorData/PgVector/PostgresFilterTranslator.cs @@ -25,7 +25,7 @@ internal PostgresFilterTranslator( internal List ParameterValues { get; } = new(); - protected override void TranslateConstant(object? value) + protected override void TranslateConstant(object? value, bool isSearchCondition) { switch (value) { @@ -55,14 +55,14 @@ protected override void TranslateConstant(object? value) this._sql.Append(','); } - this.TranslateConstant(element); + this.TranslateConstant(element, isSearchCondition: false); } this._sql.Append(']'); return; default: - base.TranslateConstant(value); + base.TranslateConstant(value, isSearchCondition); break; } } diff --git a/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs b/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs index 1cf26de9c072..84708c65ecc2 100644 --- a/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs +++ b/dotnet/src/VectorData/Qdrant/QdrantFilterTranslator.cs @@ -17,6 +17,7 @@ namespace Microsoft.SemanticKernel.Connectors.Qdrant; +// https://qdrant.tech/documentation/concepts/filtering internal class QdrantFilterTranslator { private CollectionModel _model = null!; @@ -58,6 +59,8 @@ private Filter Translate(Expression? node) // Special handling for bool constant as the filter expression (r => r.Bool) Expression when node.Type == typeof(bool) && this.TryBindProperty(node, out var property) => this.GenerateEqual(property.StorageName, value: true), + // Handle true literal (r => true), which is useful for fetching all records + ConstantExpression { Value: true } => new Filter(), MethodCallExpression methodCall => this.TranslateMethodCall(methodCall), diff --git a/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs b/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs index f71873e8f87f..df35bcd84df5 100644 --- a/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs +++ b/dotnet/src/VectorData/Redis/RedisFilterTranslator.cs @@ -27,6 +27,14 @@ internal string Translate(LambdaExpression lambdaExpression, CollectionModel mod Debug.Assert(lambdaExpression.Parameters.Count == 1); this._recordParameter = lambdaExpression.Parameters[0]; + // Redis 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 "*"; + } + var preprocessor = new FilterTranslationPreprocessor { SupportsParameterization = false }; var preprocessedExpression = preprocessor.Preprocess(lambdaExpression.Body); diff --git a/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs b/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs index 694fa99695a3..0e0aa322004d 100644 --- a/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs +++ b/dotnet/src/VectorData/SqlServer/SqlServerFilterTranslator.cs @@ -29,12 +29,15 @@ internal SqlServerFilterTranslator( internal List ParameterValues => this._parameterValues; - protected override void TranslateConstant(object? value) + protected override void TranslateConstant(object? value, bool isSearchCondition) { switch (value) { + case bool boolValue when isSearchCondition: + this._sql.Append(boolValue ? "1 = 1" : "1 = 0"); + return; case bool boolValue: - this._sql.Append(boolValue ? "1" : "0"); + this._sql.Append(boolValue ? "CAST(1 AS BIT)" : "CAST(0 AS BIT)"); return; case DateTime dateTime: this._sql.Append('\'').Append(dateTime.ToString("o")).Append('\''); @@ -54,7 +57,7 @@ protected override void TranslateConstant(object? value) #endif default: - base.TranslateConstant(value); + base.TranslateConstant(value, isSearchCondition); break; } } @@ -108,7 +111,7 @@ protected override void TranslateContainsOverParameterizedArray(Expression sourc this._sql.Append(", "); } - this.TranslateConstant(element); + this.TranslateConstant(element, isSearchCondition: false); } this._sql.Append(')'); diff --git a/dotnet/src/VectorData/SqliteVec/SqliteFilterTranslator.cs b/dotnet/src/VectorData/SqliteVec/SqliteFilterTranslator.cs index a157182a00d4..cc7ed689058e 100644 --- a/dotnet/src/VectorData/SqliteVec/SqliteFilterTranslator.cs +++ b/dotnet/src/VectorData/SqliteVec/SqliteFilterTranslator.cs @@ -45,7 +45,7 @@ protected override void TranslateContainsOverParameterizedArray(Expression sourc this._sql.Append(", "); } - this.TranslateConstant(element); + this.TranslateConstant(element, isSearchCondition: false); } this._sql.Append(')'); diff --git a/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs b/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs index 610f77869b9b..a7b6bbe78168 100644 --- a/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs +++ b/dotnet/src/VectorData/Weaviate/WeaviateFilterTranslator.cs @@ -20,7 +20,7 @@ internal class WeaviateFilterTranslator private ParameterExpression _recordParameter = null!; private readonly StringBuilder _filter = new(); - internal string Translate(LambdaExpression lambdaExpression, CollectionModel model) + internal string? Translate(LambdaExpression lambdaExpression, CollectionModel model) { Debug.Assert(this._filter.Length == 0); @@ -29,6 +29,14 @@ internal string Translate(LambdaExpression lambdaExpression, CollectionModel mod Debug.Assert(lambdaExpression.Parameters.Count == 1); this._recordParameter = lambdaExpression.Parameters[0]; + // Weaviate 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/Weaviate/WeaviateQueryBuilder.cs b/dotnet/src/VectorData/Weaviate/WeaviateQueryBuilder.cs index cd7d0a7d1802..b15e152c0837 100644 --- a/dotnet/src/VectorData/Weaviate/WeaviateQueryBuilder.cs +++ b/dotnet/src/VectorData/Weaviate/WeaviateQueryBuilder.cs @@ -97,7 +97,7 @@ public static string BuildQuery( {{collectionName}} ( limit: {{top}} offset: {{queryOptions.Skip}} - where: {{translatedFilter}} + {{(translatedFilter is null ? "" : "where: " + translatedFilter)}} sort: [ {{sortPaths}} ] ) { {{string.Join(" ", model.DataProperties.Select(p => p.StorageName))}} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs index 2bded06ec7e1..38cb61bb5af4 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs @@ -432,6 +432,14 @@ private sealed class SomeWrapper #endregion Variable types + #region Miscellaneous + + [ConditionalFact] + public virtual Task True() + => this.TestFilterAsync(r => true, r => true, expectAllResults: true); + + #endregion Miscellaneous + #region Legacy filter support [ConditionalFact] diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs index 5995b282ba49..34ba1fc416ae 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs @@ -17,19 +17,19 @@ public class WeaviateBasicFilterTests(WeaviateBasicFilterTests.Fixture fixture) // We could interact with Weaviate directly (not via the abstraction) to do this. 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_captured() - => Assert.ThrowsAsync(() => base.NotEqual_with_null_captured()); + => Assert.ThrowsAsync(base.NotEqual_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 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 @@ -37,26 +37,26 @@ public override Task Equal_int_property_with_null_nullable_int() // Weaviate currently doesn't support NOT (https://github.com/weaviate/weaviate/issues/3683) 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 #region Unsupported Contains scenarios public override Task Contains_over_captured_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_captured_string_array()); + => Assert.ThrowsAsync(base.Contains_over_captured_string_array); public override Task Contains_over_inline_int_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); + => Assert.ThrowsAsync(base.Contains_over_inline_int_array); public override Task Contains_over_inline_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); + => Assert.ThrowsAsync(base.Contains_over_inline_int_array); public override Task Contains_over_inline_string_array_with_weird_chars() - => Assert.ThrowsAsync(() => base.Contains_over_inline_string_array_with_weird_chars()); + => Assert.ThrowsAsync(base.Contains_over_inline_string_array_with_weird_chars); #endregion diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs index 7cda441377e4..ea9a165d17fa 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs @@ -17,19 +17,19 @@ public class WeaviateBasicQueryTests(WeaviateBasicQueryTests.Fixture fixture) // We could interact with Weaviate directly (not via the abstraction) to do this. 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_captured() - => Assert.ThrowsAsync(() => base.NotEqual_with_null_captured()); + => Assert.ThrowsAsync(base.NotEqual_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 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 @@ -37,26 +37,26 @@ public override Task Equal_int_property_with_null_nullable_int() // Weaviate currently doesn't support NOT (https://github.com/weaviate/weaviate/issues/3683) 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 #region Unsupported Contains scenarios public override Task Contains_over_captured_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_captured_string_array()); + => Assert.ThrowsAsync(base.Contains_over_captured_string_array); public override Task Contains_over_inline_int_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); + => Assert.ThrowsAsync(base.Contains_over_inline_int_array); public override Task Contains_over_inline_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); + => Assert.ThrowsAsync(base.Contains_over_inline_int_array); public override Task Contains_over_inline_string_array_with_weird_chars() - => Assert.ThrowsAsync(() => base.Contains_over_inline_string_array_with_weird_chars()); + => Assert.ThrowsAsync(base.Contains_over_inline_string_array_with_weird_chars); #endregion From cc43169f4405ef3d805e8d26b1a7c90ee21a7d2f Mon Sep 17 00:00:00 2001 From: Shay Rojansky Date: Wed, 29 Oct 2025 19:04:44 +0100 Subject: [PATCH 30/35] .Net: [MEVD] Test cleanup pack (#13307) This is an (almost) entirely test-only cleanup (I plan to do a bit more later). * Remove BasicQueryTests, rename BasicFilterTests to FilterTests and move out to the root * BasicFilterTests and BasicQueryTests both run the same filter scenarios, the former via SearchAsync and the latter via filtering GetAsync. Although in theory, some filter query construct could work in one but not in the other, in practice no such example exists in the 12 providers we have (all databases use the same filter language/engine for both APIs. So we had needless duplication for all the various test exceptions/customizations, which had to be overridden in exactly the same way in both test suites. * At least for now, decided to remove BasicQueryTests as it adds maintenance burden without any real coverage; coverage (included missing coverage) specifically for filtered GetAsync was added separately (e.g. we weren't testing ordering, skip/take with filtered get). * If we do want to add back support for all query constructs (I'd want to have a good reason to do so), I'd do that within FilterTests: just like each scenario already exercises both static and dynamic models, it could run GetAsync as well. * Renamed CollectionConformanceTests to CollecitonManagementTests and moved it out to the root. * In general, this PR removes "Conformance" from the test type names. * Big cleanup/refactor of all the so-called CRUD tests. * We now have a ModelTests folder with a test suite for each different model; BasicModelTests covers Get/Upsert/Delete (and their batching variants) for the basic scenario (strongly-typed model with data properties and a single vector property). Alongside that we have DynamicModelTests, NoDataModelTests, NoVectorModelTests (I'll be added MultipleVectorsModelTests). * These tests no longer use random GUIDs for the collection name (difficult to debug, the collection never gets cleaned up if the test crashes/is stopped in the middle), but rather has fixed names per test suite. * The collection is created once per test suite, but cleared and reseeded between each test run, providing full isolation (previously we had no isolation, and documented each record in the seed data as belonging to this scenario or that - which is brittle). * Many other small improvements and cleanup. Part of #12507 --- .gitignore | 3 + .../CosmosNoSql/CosmosNoSqlCollection.cs | 10 +- .../VectorData/Redis/RedisJsonCollection.cs | 10 + .../AzureAISearchAllSupportedTypesTests.cs | 106 ++++ .../AzureAISearchCollectionManagementTests.cs | 14 + ...erTests.cs => AzureAISearchFilterTests.cs} | 10 +- .../AzureAISearchBatchConformanceTests.cs | 12 - ...ISearchDynamicDataModelConformanceTests.cs | 12 - .../AzureAISearchNoDataConformanceTests.cs | 19 - .../AzureAISearchNoVectorConformanceTests.cs | 19 - .../AzureAISearchRecordConformanceTests.cs | 12 - ...AzureAISearchCollectionConformanceTests.cs | 14 - .../Filter/AzureAISearchBasicQueryTests.cs | 24 - .../AzureAISearchAllSupportedTypesTests.cs | 0 .../AzureAISearchBasicModelTests.cs | 19 + .../AzureAISearchDynamicModelTests.cs | 19 + .../AzureAISearchNoDataModelTests.cs | 19 + .../AzureAISearchNoVectorModelTests.cs | 19 + .../AzureAISearchDynamicDataModelFixture.cs | 12 - .../AzureAISearchSimpleModelFixture.cs | 12 - .../CRUD/CosmosMongoBatchConformanceTests.cs | 12 - .../CRUD/CosmosMongoNoDataConformanceTests.cs | 17 - .../CosmosMongoNoVectorConformanceTests.cs | 17 - .../CRUD/CosmosMongoRecordConformanceTests.cs | 12 - .../CosmosMongoCollectionConformanceTests.cs | 12 - .../CosmosMongoCollectionManagementTests.cs | 12 + ...lterTests.cs => CosmosMongoFilterTests.cs} | 10 +- ...CosmosMongoTestSuiteImplementationTests.cs | 4 +- .../Filter/CosmosMongoBasicQueryTests.cs | 58 --- .../ModelTests/CosmosMongoBasicModelTests.cs | 17 + .../ModelTests/CosmosMongoNoDataModelTests.cs | 17 + .../CosmosMongoNoVectorModelTests.cs | 17 + .../Support/CosmosMongoSimpleModelFixture.cs | 10 - .../CRUD/CosmosNoSqlNoDataConformanceTests.cs | 17 - .../CosmosNoSqlNoVectorConformanceTests.cs | 17 - .../CosmosNoSqlCollectionConformanceTests.cs | 12 - .../CosmosNoSqlCollectionManagementTests.cs | 12 + .../CosmosNoSqlFilterTests.cs | 17 + ...CosmosNoSqlTestSuiteImplementationTests.cs | 5 +- .../Filter/CosmosNoSqlBasicFilterTests.cs | 17 - .../Filter/CosmosNoSqlBasicQueryTests.cs | 17 - .../ModelTests/CosmosNoSqlBasicModelTests.cs | 26 + .../CosmosNoSqlDynamicModelTests.cs | 26 + .../ModelTests/CosmosNoSqlNoDataModelTests.cs | 17 + .../CosmosNoSqlNoVectorConformanceTests.cs | 17 + .../CRUD/InMemoryBatchConformanceTests.cs | 25 - .../InMemoryDynamicRecordConformanceTests.cs | 24 - .../CRUD/InMemoryNoDataConformanceTests.cs | 17 - .../CRUD/InMemoryNoVectorConformanceTests.cs | 17 - .../CRUD/InMemoryRecordConformanceTests.cs | 20 - .../InMemoryCollectionConformanceTests.cs | 12 - .../Filter/InMemoryBasicFilterTests.cs | 25 - .../InMemoryCollectionManagementTests.cs | 12 + ...icQueryTests.cs => InMemoryFilterTests.cs} | 10 +- .../ModelTests/InMemoryBasicModelTests.cs | 76 +++ .../ModelTests/InMemoryDynamicModelTests.cs | 55 ++ .../ModelTests/InMemoryNoDataModelTests.cs | 17 + .../ModelTests/InMemoryNoVectorModelTests.cs | 17 + .../CRUD/MongoBatchConformanceTests.cs | 23 - .../CRUD/MongoNoDataConformanceTests.cs | 17 - .../CRUD/MongoNoVectorConformanceTests.cs | 17 - .../CRUD/MongoRecordConformanceTests.cs | 23 - .../MongoCollectionConformanceTests.cs | 12 - .../Filter/MongoBasicFilterTests.cs | 72 --- .../Filter/MongoBasicQueryTests.cs | 55 -- .../ModelTests/MongoBasicModelTests.cs | 17 + .../ModelTests/MongoDynamicModelTests.cs | 17 + .../ModelTests/MongoNoDataModelTests.cs | 17 + .../MongoNoVectorConformanceTests.cs | 17 + .../MongoCollectionManagementTests.cs | 12 + .../MongoFilterTests.cs | 86 ++++ .../MongoTestSuiteImplementationTests.cs | 4 +- .../CRUD/PostgresBatchConformanceTests.cs | 12 - ...ostgresDynamicDataModelConformanceTests.cs | 12 - .../CRUD/PostgresNoDataConformanceTests.cs | 17 - .../CRUD/PostgresNoVectorConformanceTests.cs | 17 - .../CRUD/PostgresRecordConformanceTests.cs | 12 - .../PostgresCollectionConformanceTests.cs | 12 - .../Filter/PostgresBasicQueryTests.cs | 42 -- .../ModelTests/PostgresBasicModelTests.cs | 17 + .../ModelTests/PostgresDynamicModelTests.cs | 17 + .../ModelTests/PostgresNoDataModelTests.cs | 17 + .../ModelTests/PostgresNoVectorModelTests.cs | 17 + .../PostgresCollectionManagementTests.cs | 12 + ...cFilterTests.cs => PostgresFilterTests.cs} | 10 +- .../PostgresDynamicDataModelFixture.cs | 10 - .../Support/PostgresSimpleModelFixture.cs | 10 - .../CRUD/PineconeBatchConformanceTests.cs | 12 - ...ineconeDynamicDataModelConformanceTests.cs | 12 - .../CRUD/PineconeNoDataConformanceTests.cs | 17 - .../CRUD/PineconeRecordConformanceTests.cs | 12 - .../Filter/PineconeBasicQueryTests.cs | 60 --- .../PineconeAllSupportedTypesTests.cs | 0 ...s => PineconeCollectionManagementTests.cs} | 8 +- ...cFilterTests.cs => PineconeFilterTests.cs} | 10 +- .../PineconeDynamicDataModelFixture.cs | 10 - .../Support/PineconeSimpleModelFixture.cs | 10 - .../TestModels/PineconeBasicModelTests.cs | 17 + .../TestModels/PineconeDynamicModelTests.cs | 17 + .../TestModels/PineconeNoDataModelTests.cs | 17 + .../CRUD/QdrantBatchConformanceTests.cs | 17 - .../QdrantDynamicDataModelConformanceTests.cs | 17 - .../CRUD/QdrantNoDataConformanceTests.cs | 26 - .../CRUD/QdrantRecordConformanceTests.cs | 17 - .../QdrantCollectionConformanceTests.cs | 17 - .../Filter/QdrantBasicFilterTests.cs | 17 - .../Filter/QdrantBasicQueryTests.cs | 17 - .../ModelTests/QdrantBasicModelTests.cs | 24 + .../ModelTests/QdrantDynamicModelTests.cs | 40 ++ .../ModelTests/QdrantNoDataModelTests.cs | 26 + .../QdrantCollectionManagementTests.cs | 17 + .../QdrantFilterTests.cs | 17 + .../QdrantNamedDynamicDataModelFixture.cs | 10 - .../Support/QdrantNamedSimpleModelFixture.cs | 10 - .../QdrantUnnamedDynamicDataModelFixture.cs | 10 - .../QdrantUnnamedSimpleModelFixture.cs | 10 - ...HashSetDynamicDataModelConformanceTests.cs | 12 - .../RedisHashSetNoDataConformanceTests.cs | 40 -- .../RedisHashSetNoVectorConformanceTests.cs | 17 - .../RedisHashSetRecordConformanceTests.cs | 12 - ...disJsonDynamicDataModelConformanceTests.cs | 12 - .../CRUD/RedisJsonNoDataConformanceTests.cs | 17 - .../CRUD/RedisJsonNoVectorConformanceTests.cs | 17 - .../CRUD/RedisJsonRecordConformanceTests.cs | 12 - .../RedisHashSetCollectionConformanceTests.cs | 12 - .../RedisJsonCollectionConformanceTests.cs | 12 - .../Filter/RedisBasicQueryTests.cs | 182 ------- .../ModelTests/RedisHashSetBasicModelTests.cs | 24 + .../RedisHashSetDynamicModelTests.cs | 24 + .../RedisHashSetNoDataModelTests.cs | 34 ++ .../RedisHashSetNoVectorModelTests.cs | 17 + .../ModelTests/RedisJsonBasicModelTests.cs | 24 + .../ModelTests/RedisJsonDynamicModelTests.cs | 24 + .../ModelTests/RedisJsonNoDataModelTests.cs | 17 + .../ModelTests/RedisJsonNoVectorModelTests.cs | 17 + ...asicFilterTests.cs => RedisFilterTests.cs} | 16 +- .../RedisHashSetCollectionManagementTests.cs | 12 + .../RedisJsonCollectionManagementTests.cs | 12 + .../RedisTestSuiteImplementationTests.cs | 2 - .../RedisHashSetDynamicDataModelFixture.cs | 10 - .../Support/RedisHashSetSimpleModelFixture.cs | 10 - .../RedisJsonDynamicDataModelFixture.cs | 10 - .../Support/RedisJsonSimpleModelFixture.cs | 10 - .../CRUD/SqlServerBatchConformanceTests.cs | 77 --- ...lServerDynamicDataModelConformanceTests.cs | 12 - .../CRUD/SqlServerNoDataConformanceTests.cs | 17 - .../CRUD/SqlServerNoVectorConformanceTests.cs | 17 - .../CRUD/SqlServerRecordConformanceTests.cs | 12 - .../SqlServerCollectionConformanceTests.cs | 12 - .../Filter/SqlServerBasicQueryTests.cs | 73 --- .../ModelTests/SqlServerBasicModelTests.cs | 78 +++ .../ModelTests/SqlServerDynamicModelTests.cs | 17 + .../ModelTests/SqlServerNoDataModelTests.cs | 17 + .../ModelTests/SqlServerNoVectorModelTests.cs | 17 + .../SqlServerCollectionManagementTests.cs | 12 + ...FilterTests.cs => SqlServerFilterTests.cs} | 10 +- .../SqlServerDynamicDataModelFixture.cs | 10 - .../CRUD/SqliteBatchConformanceTests.cs | 17 - .../CRUD/SqliteNoDataConformanceTests.cs | 17 - .../CRUD/SqliteNoVectorConformanceTests.cs | 17 - .../CRUD/SqliteRecordConformanceTests.cs | 17 - .../SqliteCollectionConformanceTests.cs | 12 - .../Filter/SqliteBasicQueryTests.cs | 58 --- .../ModelTests/SqliteBasicModelTests.cs | 17 + .../ModelTests/SqliteNoDataModelTests.cs | 17 + .../ModelTests/SqliteNoVectorModelTests.cs | 17 + .../SqliteCollectionManagementTests.cs | 12 + ...sicFilterTests.cs => SqliteFilterTests.cs} | 20 +- .../SqliteTestSuiteImplementationTests.cs | 4 +- .../Support/SqliteSimpleModelFixture.cs | 11 - .../CRUD/BatchConformanceTests.cs | 158 ------ .../CRUD/DynamicDataModelConformanceTests.cs | 136 ----- .../CRUD/NoDataConformanceTests.cs | 182 ------- .../CRUD/NoVectorConformanceTests.cs | 170 ------ .../CRUD/RecordConformanceTests.cs | 107 ---- ...eTests.cs => CollectionManagementTests.cs} | 6 +- .../DataTypeTests.cs | 3 +- .../EmbeddingGenerationTests.cs | 6 +- .../Filter/BasicQueryTests.cs | 42 -- .../BasicFilterTests.cs => FilterTests.cs} | 63 ++- ...rdVectorizedHybridSearchComplianceTests.cs | 8 +- .../ModelTests/BasicModelTests.cs | 485 ++++++++++++++++++ .../ModelTests/DynamicModelTests.cs | 408 +++++++++++++++ .../ModelTests/NoDataModelTests.cs | 115 +++++ .../ModelTests/NoVectorConformanceTests.cs | 121 +++++ .../Models/SimpleRecord.cs | 11 +- .../Support/DynamicDataModelFixture.cs | 2 +- .../DynamicVectorStoreCollectionFixture.cs | 28 + .../Support/SimpleModelFixture.cs | 18 +- .../Support/TestRecord.cs | 11 + .../Support/TestStore.cs | 2 + .../Support/VectorStoreCollectionFixture.cs | 55 +- .../VectorStoreCollectionFixtureBase.cs | 59 +++ .../CRUD/WeaviateBatchConformanceTests.cs | 17 - .../WeaviateDynamicRecordConformanceTests.cs | 17 - .../CRUD/WeaviateNoVectorConformanceTests.cs | 22 - .../CRUD/WeaviateRecordConformanceTests.cs | 17 - .../WeaviateCollectionConformanceTests.cs | 17 - .../Filter/WeaviateBasicQueryTests.cs | 67 --- .../ModelTests/WeaviateBasicModelTests.cs | 26 + .../ModelTests/WeaviateDynamicModelTests.cs | 26 + .../WeaviateNoDataModelTests.cs} | 16 +- .../ModelTests/WeaviateNoVectorModelTests.cs | 17 + .../WeaviateCollectionManagementTests.cs | 17 + ...cFilterTests.cs => WeaviateFilterTests.cs} | 10 +- 205 files changed, 2857 insertions(+), 3057 deletions(-) create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchAllSupportedTypesTests.cs create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs rename dotnet/test/VectorData/AzureAISearch.ConformanceTests/{Filter/AzureAISearchBasicFilterTests.cs => AzureAISearchFilterTests.cs} (66%) delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchDynamicDataModelConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/Collections/AzureAISearchCollectionConformanceTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicQueryTests.cs rename dotnet/test/VectorData/AzureAISearch.ConformanceTests/{CRUD => ModelTests}/AzureAISearchAllSupportedTypesTests.cs (100%) create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.cs create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchSimpleModelFixture.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Collections/CosmosMongoCollectionConformanceTests.cs create mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoCollectionManagementTests.cs rename dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/{Filter/CosmosMongoBasicFilterTests.cs => CosmosMongoFilterTests.cs} (89%) delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicQueryTests.cs create mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoBasicModelTests.cs create mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoVectorModelTests.cs delete mode 100644 dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Support/CosmosMongoSimpleModelFixture.cs delete mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Collections/CosmosNoSqlCollectionConformanceTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlCollectionManagementTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlFilterTests.cs delete mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicFilterTests.cs delete mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicQueryTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlBasicModelTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlDynamicModelTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryDynamicRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/Collections/InMemoryCollectionConformanceTests.cs delete mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicFilterTests.cs create mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryCollectionManagementTests.cs rename dotnet/test/VectorData/InMemory.ConformanceTests/{Filter/InMemoryBasicQueryTests.cs => InMemoryFilterTests.cs} (73%) create mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryBasicModelTests.cs create mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs create mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoVectorModelTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/Collections/MongoCollectionConformanceTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicFilterTests.cs delete mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicQueryTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoBasicModelTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoDynamicModelTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoVectorConformanceTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/MongoCollectionManagementTests.cs create mode 100644 dotnet/test/VectorData/MongoDB.ConformanceTests/MongoFilterTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresDynamicDataModelConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/Collections/PostgresCollectionConformanceTests.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicQueryTests.cs create mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresBasicModelTests.cs create mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresDynamicModelTests.cs create mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoVectorModelTests.cs create mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs rename dotnet/test/VectorData/PgVector.ConformanceTests/{Filter/PostgresBasicFilterTests.cs => PostgresFilterTests.cs} (82%) delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresSimpleModelFixture.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeDynamicDataModelConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicQueryTests.cs rename dotnet/test/VectorData/Pinecone.ConformanceTests/{CRUD => }/PineconeAllSupportedTypesTests.cs (100%) rename dotnet/test/VectorData/Pinecone.ConformanceTests/{Collections/PineconeCollectionConformanceTests.cs => PineconeCollectionManagementTests.cs} (50%) rename dotnet/test/VectorData/Pinecone.ConformanceTests/{Filter/PineconeBasicFilterTests.cs => PineconeFilterTests.cs} (90%) delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeSimpleModelFixture.cs create mode 100644 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dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoVectorModelTests.cs rename dotnet/test/VectorData/Redis.ConformanceTests/{Filter/RedisBasicFilterTests.cs => RedisFilterTests.cs} (93%) create mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetCollectionManagementTests.cs create mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonCollectionManagementTests.cs delete mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetSimpleModelFixture.cs delete mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonSimpleModelFixture.cs delete mode 100644 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dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoDataModelTests.cs create mode 100644 dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoVectorModelTests.cs create mode 100644 dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs rename dotnet/test/VectorData/SqlServer.ConformanceTests/{Filter/SqlServerBasicFilterTests.cs => SqlServerFilterTests.cs} (87%) delete mode 100644 dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerDynamicDataModelFixture.cs delete mode 100644 dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoDataConformanceTests.cs delete mode 100644 dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteRecordConformanceTests.cs delete mode 100644 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dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs create mode 100644 dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs create mode 100644 dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicVectorStoreCollectionFixture.cs create mode 100644 dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestRecord.cs create mode 100644 dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateBatchConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateDynamicRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoVectorConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateRecordConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/Collections/WeaviateCollectionConformanceTests.cs delete mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs create mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateBasicModelTests.cs create mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateDynamicModelTests.cs rename dotnet/test/VectorData/Weaviate.ConformanceTests/{CRUD/WeaviateNoDataConformanceTests.cs => ModelTests/WeaviateNoDataModelTests.cs} (52%) create mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoVectorModelTests.cs create mode 100644 dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs rename dotnet/test/VectorData/Weaviate.ConformanceTests/{Filter/WeaviateBasicFilterTests.cs => WeaviateFilterTests.cs} (88%) diff --git a/.gitignore b/.gitignore index 6c8a8efaa13d..fe14c1529238 100644 --- a/.gitignore +++ b/.gitignore @@ -415,6 +415,9 @@ FodyWeavers.xsd *.iml *.iws +# VS Code +.vscode/ + .env certs/ launchSettings.json diff --git a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlCollection.cs b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlCollection.cs index 678eb0e8dd8b..1dbf66eca099 100644 --- a/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlCollection.cs +++ b/dotnet/src/VectorData/CosmosNoSql/CosmosNoSqlCollection.cs @@ -322,6 +322,8 @@ await this._database /// public override async Task GetAsync(TKey key, RecordRetrievalOptions? options = null, CancellationToken cancellationToken = default) { + Verify.NotNull(key); + return await this.GetAsync([key], options, cancellationToken) .FirstOrDefaultAsync(cancellationToken) .ConfigureAwait(false); @@ -343,11 +345,17 @@ public override async IAsyncEnumerable GetAsync( throw new NotSupportedException(VectorDataStrings.IncludeVectorsNotSupportedWithEmbeddingGeneration); } + var compositeKeys = GetCompositeKeys(keys).ToList(); + if (compositeKeys.Count == 0) + { + yield break; + } + var queryDefinition = CosmosNoSqlCollectionQueryBuilder.BuildSelectQuery( this._model, this._model.KeyProperty.StorageName, this._partitionKeyProperty.StorageName, - GetCompositeKeys(keys).ToList(), + compositeKeys, includeVectors); await foreach (var jsonObject in this.GetItemsAsync(queryDefinition, OperationName, cancellationToken).ConfigureAwait(false)) diff --git a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs index 91b4c1998610..6db5dbf92e9e 100644 --- a/dotnet/src/VectorData/Redis/RedisJsonCollection.cs +++ b/dotnet/src/VectorData/Redis/RedisJsonCollection.cs @@ -289,6 +289,11 @@ public override async IAsyncEnumerable GetAsync(IEnumerable keys, }; #pragma warning restore CA1851 // Possible multiple enumerations of 'IEnumerable' collection + if (keysList.Count == 0) + { + yield break; + } + // Create Options var maybePrefixedKeys = keysList.Select(key => this.PrefixKeyIfNeeded(key)); var redisKeys = maybePrefixedKeys.Select(x => new RedisKey(x)).ToArray(); @@ -392,6 +397,11 @@ public override async Task UpsertAsync(IEnumerable records, Cancellatio redisRecords.Add((maybePrefixedKey, redisJsonRecord.Key, redisJsonRecord.SerializedRecord)); } + if (redisRecords.Count == 0) + { + return; + } + // Upsert. var keyPathValues = redisRecords.Select(x => new KeyPathValue(x.maybePrefixedKey, "$", x.serializedRecord)).ToArray(); await this.RunOperationAsync( diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchAllSupportedTypesTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchAllSupportedTypesTests.cs new file mode 100644 index 000000000000..a69879faa3c5 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchAllSupportedTypesTests.cs @@ -0,0 +1,106 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace AzureAISearch.ConformanceTests; + +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/AzureAISearchCollectionManagementTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs new file mode 100644 index 000000000000..b2b6fb7605eb --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchCollectionManagementTests.cs @@ -0,0 +1,14 @@ +// Copyright (c) Microsoft. All rights reserved. + +using AzureAISearch.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +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"; +} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicFilterTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs similarity index 66% rename from dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicFilterTests.cs rename to dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs index 3aed091e4d3d..206bb7cb41bb 100644 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicFilterTests.cs +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearchFilterTests.cs @@ -1,20 +1,20 @@ // Copyright (c) Microsoft. All rights reserved. using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; -namespace AzureAISearch.ConformanceTests.Filter; +namespace AzureAISearch.ConformanceTests; -public class AzureAISearchBasicFilterTests(AzureAISearchBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class AzureAISearchFilterTests(AzureAISearchFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { // Azure AI Search only supports search.in() over strings public override Task Contains_over_inline_int_array() => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => AzureAISearchTestStore.Instance; diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchBatchConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchBatchConformanceTests.cs deleted file mode 100644 index 023336d44d78..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchBatchConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchBatchConformanceTests(AzureAISearchSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchDynamicDataModelConformanceTests.cs deleted file mode 100644 index 3c753339e833..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchDynamicDataModelConformanceTests(AzureAISearchDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoDataConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoDataConformanceTests.cs deleted file mode 100644 index 48259b4d3270..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoDataConformanceTests.cs +++ /dev/null @@ -1,19 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchNoDataConformanceTests(AzureAISearchNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override string CollectionName => "nodata-" + AzureAISearchTestEnvironment.TestIndexPostfix; - - public override TestStore TestStore => AzureAISearchTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoVectorConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoVectorConformanceTests.cs deleted file mode 100644 index c69223545fdb..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchNoVectorConformanceTests.cs +++ /dev/null @@ -1,19 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchNoVectorConformanceTests(AzureAISearchNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override string CollectionName => "novector-" + AzureAISearchTestEnvironment.TestIndexPostfix; - - public override TestStore TestStore => AzureAISearchTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchRecordConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchRecordConformanceTests.cs deleted file mode 100644 index d68c20da2618..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace AzureAISearch.ConformanceTests.CRUD; - -public class AzureAISearchRecordConformanceTests(AzureAISearchSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Collections/AzureAISearchCollectionConformanceTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Collections/AzureAISearchCollectionConformanceTests.cs deleted file mode 100644 index cc06d28533f7..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Collections/AzureAISearchCollectionConformanceTests.cs +++ /dev/null @@ -1,14 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace AzureAISearch.ConformanceTests.Collections; - -public class AzureAISearchCollectionConformanceTests(AzureAISearchFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "collection-tests"; -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicQueryTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicQueryTests.cs deleted file mode 100644 index 6ef3288fca13..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Filter/AzureAISearchBasicQueryTests.cs +++ /dev/null @@ -1,24 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using AzureAISearch.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace AzureAISearch.ConformanceTests.Filter; - -public class AzureAISearchBasicQueryTests(AzureAISearchBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - // Azure AI Search only supports search.in() over strings - public override Task Contains_over_inline_int_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => AzureAISearchTestStore.Instance; - - // Azure AI search only supports lowercase letters, digits or dashes. - public override string CollectionName => "query-tests" + AzureAISearchTestEnvironment.TestIndexPostfix; - } -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchAllSupportedTypesTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchAllSupportedTypesTests.cs similarity index 100% rename from dotnet/test/VectorData/AzureAISearch.ConformanceTests/CRUD/AzureAISearchAllSupportedTypesTests.cs rename to dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchAllSupportedTypesTests.cs diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.cs new file mode 100644 index 000000000000..772d2cb40047 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchBasicModelTests.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 AzureAISearchBasicModelTests(AzureAISearchBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + 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 new file mode 100644 index 000000000000..e89ab37442d6 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchDynamicModelTests.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 AzureAISearchDynamicModelTests(AzureAISearchDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + 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/AzureAISearchNoDataModelTests.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.cs new file mode 100644 index 000000000000..87b0acac8939 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoDataModelTests.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 AzureAISearchNoDataModelTests(AzureAISearchNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + 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 new file mode 100644 index 000000000000..d61c2ddfac37 --- /dev/null +++ b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/ModelTests/AzureAISearchNoVectorModelTests.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 AzureAISearchNoVectorModelTests(AzureAISearchNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + 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/AzureAISearchDynamicDataModelFixture.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchDynamicDataModelFixture.cs deleted file mode 100644 index b3494c0dc0a0..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchDynamicDataModelFixture.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace AzureAISearch.ConformanceTests.Support; - -public class AzureAISearchDynamicDataModelFixture : DynamicDataModelFixture -{ - public override string CollectionName => "dynamicdatamodel-" + AzureAISearchTestEnvironment.TestIndexPostfix; - - public override TestStore TestStore => AzureAISearchTestStore.Instance; -} diff --git a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchSimpleModelFixture.cs b/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchSimpleModelFixture.cs deleted file mode 100644 index 510d537e4cec..000000000000 --- a/dotnet/test/VectorData/AzureAISearch.ConformanceTests/Support/AzureAISearchSimpleModelFixture.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace AzureAISearch.ConformanceTests.Support; - -public class AzureAISearchSimpleModelFixture : SimpleModelFixture -{ - public override string CollectionName => "simplemodel-" + AzureAISearchTestEnvironment.TestIndexPostfix; - - public override TestStore TestStore => AzureAISearchTestStore.Instance; -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoBatchConformanceTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoBatchConformanceTests.cs deleted file mode 100644 index 802f7be230a0..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoBatchConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.CRUD; - -public class CosmosMongoBatchConformanceTests(CosmosMongoSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoDataConformanceTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoDataConformanceTests.cs deleted file mode 100644 index bd4b2fecdc38..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.CRUD; - -public class CosmosMongoNoDataConformanceTests(CosmosMongoNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => CosmosMongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoVectorConformanceTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoVectorConformanceTests.cs deleted file mode 100644 index 68fd4f28a1e4..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.CRUD; - -public class CosmosMongoNoVectorConformanceTests(CosmosMongoNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => CosmosMongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoRecordConformanceTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoRecordConformanceTests.cs deleted file mode 100644 index 45a5e52db360..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CRUD/CosmosMongoRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.CRUD; - -public class CosmosMongoRecordConformanceTests(CosmosMongoSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Collections/CosmosMongoCollectionConformanceTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Collections/CosmosMongoCollectionConformanceTests.cs deleted file mode 100644 index 50276278328c..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Collections/CosmosMongoCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.Collections; - -public class CosmosMongoCollectionConformanceTests(CosmosMongoFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoCollectionManagementTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoCollectionManagementTests.cs new file mode 100644 index 000000000000..ea8f6ff1582a --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosMongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace CosmosMongoDB.ConformanceTests; + +public class CosmosMongoCollectionManagementTests(CosmosMongoFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicFilterTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoFilterTests.cs similarity index 89% rename from dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicFilterTests.cs rename to dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoFilterTests.cs index 80c263453e80..520f79ba0d0b 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicFilterTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoFilterTests.cs @@ -1,15 +1,15 @@ // Copyright (c) Microsoft. All rights reserved. using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using VectorData.ConformanceTests.Xunit; using Xunit; -namespace CosmosMongoDB.ConformanceTests.Filter; +namespace CosmosMongoDB.ConformanceTests; -public class CosmosMongoBasicFilterTests(CosmosMongoBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class CosmosMongoFilterTests(CosmosMongoFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { // Specialized MongoDB syntax for NOT over Contains ($nin) [ConditionalFact] @@ -65,7 +65,7 @@ public override Task Legacy_AnyTagEqualTo_array() public override Task Legacy_AnyTagEqualTo_List() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.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 97ca7d89ee89..086512e47bd2 100644 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoTestSuiteImplementationTests.cs @@ -1,8 +1,8 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.CRUD; using VectorData.ConformanceTests.HybridSearch; +using VectorData.ConformanceTests.ModelTests; using VectorData.ConformanceTests.VectorSearch; namespace CosmosMongoDB.ConformanceTests; @@ -13,7 +13,7 @@ public class CosmosMongoTestSuiteImplementationTests : TestSuiteImplementationTe [ typeof(VectorSearchDistanceFunctionComplianceTests<>), typeof(VectorSearchWithFilterConformanceTests<>), - typeof(DynamicDataModelConformanceTests<>), + typeof(DynamicModelTests<>), // Hybrid search not supported typeof(KeywordVectorizedHybridSearchComplianceTests<>), diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicQueryTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicQueryTests.cs deleted file mode 100644 index 01fcff7552cf..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Filter/CosmosMongoBasicQueryTests.cs +++ /dev/null @@ -1,58 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosMongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace CosmosMongoDB.ConformanceTests.Filter; - -public class CosmosMongoBasicQueryTests(CosmosMongoBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - // Specialized MongoDB syntax for NOT over Contains ($nin) - [ConditionalFact] - public virtual Task Not_over_Contains() - => this.TestFilterAsync( - r => !new[] { 8, 10 }.Contains(r.Int), - r => !new[] { 8, 10 }.Contains((int)r["Int"]!)); - - // MongoDB 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()); - - public override Task 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()); - - public override Task 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()); - - // MongoDB 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()); - - public override Task Not_over_Or() - => Assert.ThrowsAsync(() => base.Not_over_Or()); - - public override Task 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()); - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => CosmosMongoTestStore.Instance; - - protected override string IndexKind => Microsoft.Extensions.VectorData.IndexKind.IvfFlat; - protected override string DistanceFunction => Microsoft.Extensions.VectorData.DistanceFunction.CosineDistance; - } -} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoBasicModelTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoBasicModelTests.cs new file mode 100644 index 000000000000..0ea82a0a8cc8 --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoBasicModelTests.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 CosmosMongoBasicModelTests(CosmosMongoBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoDataModelTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoDataModelTests.cs new file mode 100644 index 000000000000..9e486c7717ee --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoDataModelTests.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 CosmosMongoNoDataModelTests(CosmosMongoNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoVectorModelTests.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoVectorModelTests.cs new file mode 100644 index 000000000000..1736512c9802 --- /dev/null +++ b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/ModelTests/CosmosMongoNoVectorModelTests.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 CosmosMongoNoVectorModelTests(CosmosMongoNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => CosmosMongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Support/CosmosMongoSimpleModelFixture.cs b/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Support/CosmosMongoSimpleModelFixture.cs deleted file mode 100644 index 426528b78f3c..000000000000 --- a/dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/Support/CosmosMongoSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace CosmosMongoDB.ConformanceTests.Support; - -public class CosmosMongoSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => CosmosMongoTestStore.Instance; -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoDataConformanceTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoDataConformanceTests.cs deleted file mode 100644 index 277acb33f7c8..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.CRUD; - -public class CosmosNoSqlNoDataConformanceTests(CosmosNoSqlNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoVectorConformanceTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoVectorConformanceTests.cs deleted file mode 100644 index 65ed7d73ae58..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CRUD/CosmosNoSqlNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.CRUD; - -public class CosmosNoSqlNoVectorConformanceTests(CosmosNoSqlNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Collections/CosmosNoSqlCollectionConformanceTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Collections/CosmosNoSqlCollectionConformanceTests.cs deleted file mode 100644 index 2985553f3708..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Collections/CosmosNoSqlCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.Collections; - -public class CosmosNoSqlCollectionConformanceTests(CosmosNoSqlFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlCollectionManagementTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlCollectionManagementTests.cs new file mode 100644 index 000000000000..1d59fe378e75 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace CosmosNoSql.ConformanceTests; + +public class CosmosNoSqlCollectionManagementTests(CosmosNoSqlFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlFilterTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlFilterTests.cs new file mode 100644 index 000000000000..62665e1acc99 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlFilterTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosNoSql.ConformanceTests; + +public class CosmosNoSqlFilterTests(CosmosNoSqlFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture +{ + public new class Fixture : FilterTests.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 fd0819e9a66f..94b2b8b65bb1 100644 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSqlTestSuiteImplementationTests.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.CRUD; using VectorData.ConformanceTests.VectorSearch; namespace CosmosNoSql.ConformanceTests; @@ -11,8 +10,6 @@ public class CosmosNoSqlTestSuiteImplementationTests : TestSuiteImplementationTe protected override ICollection IgnoredTestBases { get; } = [ typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), - typeof(DynamicDataModelConformanceTests<>), - typeof(BatchConformanceTests<>) + typeof(VectorSearchWithFilterConformanceTests<>) ]; } diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicFilterTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicFilterTests.cs deleted file mode 100644 index 62a4dee7e83c..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicFilterTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.Filter; - -public class CosmosNoSqlBasicFilterTests(CosmosNoSqlBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture -{ - public new class Fixture : BasicFilterTests.Fixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicQueryTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicQueryTests.cs deleted file mode 100644 index 42a95f6182bb..000000000000 --- a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/Filter/CosmosNoSqlBasicQueryTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using CosmosNoSql.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace CosmosNoSql.ConformanceTests.Filter; - -public class CosmosNoSqlBasicQueryTests(CosmosNoSqlBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => CosmosNoSqlTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlBasicModelTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlBasicModelTests.cs new file mode 100644 index 000000000000..728745c99f34 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlBasicModelTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using Microsoft.Azure.Cosmos; +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosNoSql.ConformanceTests.ModelTests; + +public class CosmosNoSqlBasicModelTests(CosmosNoSqlBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + // CosmosException: The order by query does not have a corresponding composite index that it can be served from. + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + Assert.IsType(exception.InnerException); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlDynamicModelTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlDynamicModelTests.cs new file mode 100644 index 000000000000..8bfadf413ad3 --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlDynamicModelTests.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using CosmosNoSql.ConformanceTests.Support; +using Microsoft.Azure.Cosmos; +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace CosmosNoSql.ConformanceTests.ModelTests; + +public class CosmosNoSqlDynamicModelTests(CosmosNoSqlDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + // CosmosException: The order by query does not have a corresponding composite index that it can be served from. + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + Assert.IsType(exception.InnerException); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoDataModelTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoDataModelTests.cs new file mode 100644 index 000000000000..6d87a7bfe6dd --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoDataModelTests.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 CosmosNoSqlNoDataModelTests(CosmosNoSqlNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoVectorConformanceTests.cs b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoVectorConformanceTests.cs new file mode 100644 index 000000000000..450d4c2aca5e --- /dev/null +++ b/dotnet/test/VectorData/CosmosNoSql.ConformanceTests/ModelTests/CosmosNoSqlNoVectorConformanceTests.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 CosmosNoSqlNoVectorModelTests(CosmosNoSqlNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => CosmosNoSqlTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryBatchConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryBatchConformanceTests.cs deleted file mode 100644 index be534a42368c..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryBatchConformanceTests.cs +++ /dev/null @@ -1,25 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace InMemory.ConformanceTests.CRUD; - -public class InMemoryBatchConformanceTests(InMemorySimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ - // InMemory always returns the vectors (IncludeVectors = false isn't respected) - public override async Task GetBatchAsync_WithoutVectors() - { - var expectedRecords = fixture.TestData.Take(2); // the last two records can get deleted by other tests - var ids = expectedRecords.Select(record => record.Id); - - var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = false }).ToArrayAsync(); - - foreach (var record in expectedRecords) - { - record.AssertEqual(this.GetRecord(received, record.Id), includeVectors: true, fixture.TestStore.VectorsComparable); - } - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryDynamicRecordConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryDynamicRecordConformanceTests.cs deleted file mode 100644 index 4bbf2e2278a4..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryDynamicRecordConformanceTests.cs +++ /dev/null @@ -1,24 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace InMemory.ConformanceTests.CRUD; - -public class InMemoryDynamicRecordConformanceTests(InMemoryDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ - // InMemory always returns the vectors (IncludeVectors = false isn't respected) - public override async Task GetAsync_WithoutVectors() - { - var expectedRecord = fixture.TestData[0]; - - var received = await fixture.Collection.GetAsync( - (int)expectedRecord[DynamicDataModelFixture.KeyPropertyName]!, - new() { IncludeVectors = false }); - - AssertEquivalent(expectedRecord, received, includeVectors: true, fixture.TestStore.VectorsComparable); - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoDataConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoDataConformanceTests.cs deleted file mode 100644 index 5696ce87f534..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace InMemory.ConformanceTests.CRUD; - -public class InMemoryNoDataConformanceTests(InMemoryNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => InMemoryTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoVectorConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoVectorConformanceTests.cs deleted file mode 100644 index a16a0f884c30..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace InMemory.ConformanceTests.CRUD; - -public class InMemoryNoVectorConformanceTests(InMemoryNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => InMemoryTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryRecordConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryRecordConformanceTests.cs deleted file mode 100644 index 3756f68ee156..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/CRUD/InMemoryRecordConformanceTests.cs +++ /dev/null @@ -1,20 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace InMemory.ConformanceTests.CRUD; - -public class InMemoryRecordConformanceTests(InMemorySimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ - // InMemory always returns the vectors (IncludeVectors = false isn't respected) - public override async Task GetAsync_WithoutVectors() - { - var expectedRecord = fixture.TestData[0]; - var received = await fixture.Collection.GetAsync(expectedRecord.Id, new() { IncludeVectors = false }); - - expectedRecord.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/Collections/InMemoryCollectionConformanceTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/Collections/InMemoryCollectionConformanceTests.cs deleted file mode 100644 index d6b098c5a689..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/Collections/InMemoryCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace InMemory.ConformanceTests.Collections; - -public class InMemoryCollectionConformanceTests(InMemoryFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicFilterTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicFilterTests.cs deleted file mode 100644 index 43b17e623cfd..000000000000 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicFilterTests.cs +++ /dev/null @@ -1,25 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace InMemory.ConformanceTests.Filter; - -public class InMemoryBasicFilterTests(InMemoryBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture -{ - public new class Fixture : BasicFilterTests.Fixture - { - public override TestStore TestStore => InMemoryTestStore.Instance; - - // BaseFilterTests attempts to create two InMemoryVectorStoreRecordCollection with different .NET types: - // 1. One for strongly-typed mapping (TRecord=FilterRecord) - // 2. One for dynamic mapping (TRecord=Dictionary) - // Unfortunately, InMemoryVectorStore does not allow mapping the same collection name to different types; - // at the same time, it simply evaluates all filtering via .NET AsQueryable(), so actual test coverage - // isn't very important here. So we disable the dynamic tests. - public override bool TestDynamic => false; - } -} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryCollectionManagementTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryCollectionManagementTests.cs new file mode 100644 index 000000000000..d70e4d7340ff --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using InMemory.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace InMemory.ConformanceTests; + +public class InMemoryCollectionManagementTests(InMemoryFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicQueryTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryFilterTests.cs similarity index 73% rename from dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicQueryTests.cs rename to dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryFilterTests.cs index ad536e8648a6..0b73fa5665a9 100644 --- a/dotnet/test/VectorData/InMemory.ConformanceTests/Filter/InMemoryBasicQueryTests.cs +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/InMemoryFilterTests.cs @@ -1,16 +1,16 @@ // Copyright (c) Microsoft. All rights reserved. using InMemory.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; -namespace InMemory.ConformanceTests.Filter; +namespace InMemory.ConformanceTests; -public class InMemoryBasicQueryTests(InMemoryBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture +public class InMemoryFilterTests(InMemoryFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { - public new class Fixture : BasicQueryTests.QueryFixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => InMemoryTestStore.Instance; diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryBasicModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryBasicModelTests.cs new file mode 100644 index 000000000000..cc30b26c1c72 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryBasicModelTests.cs @@ -0,0 +1,76 @@ +// 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 InMemoryBasicModelTests(InMemoryBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_single_record(bool includeVectors) + { + if (includeVectors) + { + await base.GetAsync_single_record(includeVectors); + return; + } + + // InMemory always returns the vectors (IncludeVectors = false isn't respected) + var expectedRecord = fixture.TestData[0]; + var received = await fixture.Collection.GetAsync(expectedRecord.Key, new() { IncludeVectors = false }); + + expectedRecord.AssertEqual(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); // the last two records can get deleted by other tests + var ids = expectedRecords.Select(record => record.Key); + + var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = false }).ToArrayAsync(); + + foreach (var record in expectedRecords) + { + record.AssertEqual( + received.Single(r => r.Key.Equals(record.Key)), + includeVectors: true, + fixture.TestStore.VectorsComparable); + } + } + + public override async Task GetAsync_with_filter(bool includeVectors) + { + if (includeVectors) + { + await base.GetAsync_with_filter(includeVectors); + return; + } + + // InMemory always returns the vectors (IncludeVectors = false isn't respected) + var expectedRecord = fixture.TestData[0]; + + var results = await this.Collection.GetAsync( + r => r.Number == 1, + top: 2, + new() { IncludeVectors = includeVectors }) + .ToListAsync(); + + var receivedRecord = Assert.Single(results); + expectedRecord.AssertEqual(receivedRecord, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs new file mode 100644 index 000000000000..7f2c7d073e22 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryDynamicModelTests.cs @@ -0,0 +1,55 @@ +// 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 InMemoryDynamicModelTests(InMemoryDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_single_record(bool includeVectors) + { + if (includeVectors) + { + await base.GetAsync_single_record(includeVectors); + return; + } + + // 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]!, + new() { IncludeVectors = false }); + + AssertEquivalent(expectedRecord, received, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + public override async Task GetAsync_with_filter(bool includeVectors) + { + if (includeVectors) + { + await base.GetAsync_with_filter(includeVectors); + return; + } + + // InMemory always returns the vectors (IncludeVectors = false isn't respected) + var expectedRecord = fixture.TestData[0]; + + var results = await fixture.Collection.GetAsync( + r => (int)r[IntegerPropertyName]! == 1, + top: 2, + new() { IncludeVectors = includeVectors }) + .ToListAsync(); + + var receivedRecord = Assert.Single(results); + AssertEquivalent(expectedRecord, receivedRecord, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoDataModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoDataModelTests.cs new file mode 100644 index 000000000000..77a7dd254e78 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoDataModelTests.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 InMemoryNoDataModelTests(InMemoryNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoVectorModelTests.cs b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoVectorModelTests.cs new file mode 100644 index 000000000000..fe9b1b4a6d87 --- /dev/null +++ b/dotnet/test/VectorData/InMemory.ConformanceTests/ModelTests/InMemoryNoVectorModelTests.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 InMemoryNoVectorModelTests(InMemoryNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => InMemoryTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoBatchConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoBatchConformanceTests.cs deleted file mode 100644 index 307a79479f6a..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoBatchConformanceTests.cs +++ /dev/null @@ -1,23 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.Bson; -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace MongoDB.ConformanceTests.CRUD; - -public class MongoBatchConformanceTests_String(MongoSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture> -{ -} - -public class MongoBatchConformanceTests_Guid(MongoSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture> -{ -} - -public class MongoBatchConformanceTests_ObjectId(MongoSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture> -{ -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoDataConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoDataConformanceTests.cs deleted file mode 100644 index ee3ad6a5e526..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace MongoDB.ConformanceTests.CRUD; - -public class MongoNoDataConformanceTests(MongoNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoVectorConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoVectorConformanceTests.cs deleted file mode 100644 index 9f01003d3311..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace MongoDB.ConformanceTests.CRUD; - -public class MongoNoVectorConformanceTests(MongoNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoRecordConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoRecordConformanceTests.cs deleted file mode 100644 index 171676cceb46..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/CRUD/MongoRecordConformanceTests.cs +++ /dev/null @@ -1,23 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.Bson; -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace MongoDB.ConformanceTests.CRUD; - -public class MongoRecordConformanceTests_String(MongoSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture> -{ -} - -public class MongoRecordConformanceTests_Guid(MongoSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture> -{ -} - -public class MongoRecordConformanceTests_ObjectId(MongoSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture> -{ -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/Collections/MongoCollectionConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/Collections/MongoCollectionConformanceTests.cs deleted file mode 100644 index 70bc53d5b4a8..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/Collections/MongoCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace MongoDB.ConformanceTests.Collections; - -public class MongoCollectionConformanceTests(MongoFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicFilterTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicFilterTests.cs deleted file mode 100644 index 6e6cca078895..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicFilterTests.cs +++ /dev/null @@ -1,72 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace MongoDB.ConformanceTests.Filter; - -public class MongoBasicFilterTests(MongoBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture -{ - // Specialized MongoDB syntax for NOT over Contains ($nin) - [ConditionalFact] - public virtual Task Not_over_Contains() - => this.TestFilterAsync( - r => !new[] { 8, 10 }.Contains(r.Int), - r => !new[] { 8, 10 }.Contains((int)r["Int"]!)); - - #region Null checking - - // MongoDB 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()); - - public override Task 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()); - - public override Task 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()); - - #endregion - - #region Not - - // MongoDB 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()); - - public override Task 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()); - - public override Task Contains_over_field_string_List() - => Assert.ThrowsAsync(() => base.Contains_over_field_string_List()); - - // AnyTagEqualTo not (currently) supported on SQLite - [Obsolete("Legacy filter support")] - public override Task 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()); - - public new class Fixture : BasicFilterTests.Fixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicQueryTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicQueryTests.cs deleted file mode 100644 index ab52db34f11e..000000000000 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/Filter/MongoBasicQueryTests.cs +++ /dev/null @@ -1,55 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using MongoDB.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace MongoDB.ConformanceTests.Filter; - -public class MongoBasicQueryTests(MongoBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - // Specialized MongoDB syntax for NOT over Contains ($nin) - [ConditionalFact] - public virtual Task Not_over_Contains() - => this.TestFilterAsync( - r => !new[] { 8, 10 }.Contains(r.Int), - r => !new[] { 8, 10 }.Contains((int)r["Int"]!)); - - // MongoDB 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()); - - public override Task 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()); - - public override Task 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()); - - // MongoDB 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()); - - public override Task Not_over_Or() - => Assert.ThrowsAsync(() => base.Not_over_Or()); - - public override Task 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()); - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => MongoTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoBasicModelTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoBasicModelTests.cs new file mode 100644 index 000000000000..474987586a08 --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoBasicModelTests.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 MongoBasicModelTests(MongoBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoDynamicModelTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoDynamicModelTests.cs new file mode 100644 index 000000000000..6253b5e680fd --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoDynamicModelTests.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 MongoDynamicModelTests(MongoDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoDataModelTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoDataModelTests.cs new file mode 100644 index 000000000000..13f2c57c65f7 --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoDataModelTests.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 MongoNoDataModelTests(MongoNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoVectorConformanceTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoVectorConformanceTests.cs new file mode 100644 index 000000000000..8b8654c5621a --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/ModelTests/MongoNoVectorConformanceTests.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 MongoNoVectorModelTests(MongoNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => MongoTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoCollectionManagementTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoCollectionManagementTests.cs new file mode 100644 index 000000000000..e118f8fedb59 --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace MongoDB.ConformanceTests; + +public class MongoCollectionManagementTests(MongoFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoFilterTests.cs b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoFilterTests.cs new file mode 100644 index 000000000000..d102528334f0 --- /dev/null +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoFilterTests.cs @@ -0,0 +1,86 @@ +// Copyright (c) Microsoft. All rights reserved. + +using MongoDB.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace MongoDB.ConformanceTests; + +public class MongoFilterTests(MongoFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture +{ + // Specialized MongoDB syntax for NOT over Contains ($nin) + [ConditionalFact] + public virtual Task Not_over_Contains() + => this.TestFilterAsync( + r => !new[] { 8, 10 }.Contains(r.Int), + r => !new[] { 8, 10 }.Contains((int)r["Int"]!)); + + #region Null checking + + // MongoDB 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); + + public override Task 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); + + public override Task 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); + + #endregion + + #region Not + + // MongoDB 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); + + public override Task 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); + + public override Task Contains_over_field_string_List() + => Assert.ThrowsAsync(base.Contains_over_field_string_List); + + public override Task Contains_with_Enumerable_Contains() + => Assert.ThrowsAsync(base.Contains_with_Enumerable_Contains); + +#if !NETFRAMEWORK + public override Task Contains_with_MemoryExtensions_Contains() + => Assert.ThrowsAsync(base.Contains_with_MemoryExtensions_Contains); +#endif + +#if NET10_0_OR_GREATER + [ConditionalFact] + public virtual 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); + + [Obsolete("Legacy filter support")] + public override Task Legacy_AnyTagEqualTo_List() + => Assert.ThrowsAsync(base.Legacy_AnyTagEqualTo_List); + + public new class Fixture : FilterTests.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 8ed44371b6ed..a5e577d88e0e 100644 --- a/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/MongoDB.ConformanceTests/MongoTestSuiteImplementationTests.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.CRUD; using VectorData.ConformanceTests.VectorSearch; namespace MongoDB.ConformanceTests; @@ -11,7 +10,6 @@ public class MongoTestSuiteImplementationTests : TestSuiteImplementationTests protected override ICollection IgnoredTestBases { get; } = [ typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(VectorSearchWithFilterConformanceTests<>), - typeof(DynamicDataModelConformanceTests<>), + typeof(VectorSearchWithFilterConformanceTests<>) ]; } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresBatchConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresBatchConformanceTests.cs deleted file mode 100644 index 518ac95bc3a1..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresBatchConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace PgVector.ConformanceTests.CRUD; - -public class PostgresBatchConformanceTests(PostgresSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresDynamicDataModelConformanceTests.cs deleted file mode 100644 index 9ef3e347435a..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace PgVector.ConformanceTests.CRUD; - -public class PostgresDynamicDataModelConformanceTests(PostgresDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoDataConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoDataConformanceTests.cs deleted file mode 100644 index ea5a5122f83c..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace PgVector.ConformanceTests.CRUD; - -public class PostgresNoDataConformanceTests(PostgresNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => PostgresTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoVectorConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoVectorConformanceTests.cs deleted file mode 100644 index cc51d8eca4c1..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace PgVector.ConformanceTests.CRUD; - -public class PostgresNoVectorConformanceTests(PostgresNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => PostgresTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresRecordConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresRecordConformanceTests.cs deleted file mode 100644 index 6b7ad004c609..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/CRUD/PostgresRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace PgVector.ConformanceTests.CRUD; - -public class PostgresRecordConformanceTests(PostgresSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Collections/PostgresCollectionConformanceTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/Collections/PostgresCollectionConformanceTests.cs deleted file mode 100644 index 088962162195..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Collections/PostgresCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace PgVector.ConformanceTests.Collections; - -public class PostgresCollectionConformanceTests(PostgresFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicQueryTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicQueryTests.cs deleted file mode 100644 index 8bc2677c890e..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicQueryTests.cs +++ /dev/null @@ -1,42 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; -using Xunit.Sdk; - -namespace PgVector.ConformanceTests.Filter; - -#pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast - -public class PostgresBasicQueryTests(PostgresBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - 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()); - - // Compensate by adding a null check: - await this.TestFilterAsync( - r => r.String != null && !(r.Int == 8 || r.String == "foo"), - r => r["String"] != null && !((int)r["Int"]! == 8 || r["String"] == "foo")); - } - - public override async Task NotEqual_with_string() - { - // As above, null semantics + negation - await Assert.ThrowsAsync(() => base.NotEqual_with_string()); - - await this.TestFilterAsync( - r => r.String != null && r.String != "foo", - r => r["String"] != null && r["String"] != "foo"); - } - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => PostgresTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresBasicModelTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresBasicModelTests.cs new file mode 100644 index 000000000000..919a604f09d4 --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresBasicModelTests.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 PostgresBasicModelTests(PostgresBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresDynamicModelTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresDynamicModelTests.cs new file mode 100644 index 000000000000..1f6b0ed14f31 --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresDynamicModelTests.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 PostgresDynamicModelTests(PostgresDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoDataModelTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoDataModelTests.cs new file mode 100644 index 000000000000..ee0e30dbe277 --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoDataModelTests.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 PostgresNoDataModelTests(PostgresNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoVectorModelTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoVectorModelTests.cs new file mode 100644 index 000000000000..1c4dab3e5ff3 --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/ModelTests/PostgresNoVectorModelTests.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 PostgresNoVectorModelTests(PostgresNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => PostgresTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs new file mode 100644 index 000000000000..e573e309c396 --- /dev/null +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using PgVector.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace PgVector.ConformanceTests; + +public class PostgresCollectionManagementTests(PostgresFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicFilterTests.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresFilterTests.cs similarity index 82% rename from dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicFilterTests.cs rename to dotnet/test/VectorData/PgVector.ConformanceTests/PostgresFilterTests.cs index 500fcbd6fd3c..256f1e37481e 100644 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Filter/PostgresBasicFilterTests.cs +++ b/dotnet/test/VectorData/PgVector.ConformanceTests/PostgresFilterTests.cs @@ -1,17 +1,17 @@ // Copyright (c) Microsoft. All rights reserved. using PgVector.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; using Xunit.Sdk; -namespace PgVector.ConformanceTests.Filter; +namespace PgVector.ConformanceTests; #pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast -public class PostgresBasicFilterTests(PostgresBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class PostgresFilterTests(PostgresFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { public override async Task Not_over_Or() { @@ -39,7 +39,7 @@ await this.TestFilterAsync( public override Task Legacy_AnyTagEqualTo_array() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_array()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => PostgresTestStore.Instance; } diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresDynamicDataModelFixture.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresDynamicDataModelFixture.cs deleted file mode 100644 index 396d21c2d20b..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace PgVector.ConformanceTests.Support; - -public class PostgresDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => PostgresTestStore.Instance; -} diff --git a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresSimpleModelFixture.cs b/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresSimpleModelFixture.cs deleted file mode 100644 index 4830798ce7fb..000000000000 --- a/dotnet/test/VectorData/PgVector.ConformanceTests/Support/PostgresSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace PgVector.ConformanceTests.Support; - -public class PostgresSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => PostgresTestStore.Instance; -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeBatchConformanceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeBatchConformanceTests.cs deleted file mode 100644 index 50ed70cbb094..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeBatchConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Pinecone.ConformanceTests.CRUD; - -public class PineconeBatchConformanceTests(PineconeSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeDynamicDataModelConformanceTests.cs deleted file mode 100644 index fa9932734954..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Pinecone.ConformanceTests.CRUD; - -public class PineconeDynamicDataModelConformanceTests(PineconeDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeNoDataConformanceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeNoDataConformanceTests.cs deleted file mode 100644 index be3f9b74447b..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Pinecone.ConformanceTests.CRUD; - -public class PineconeNoDataConformanceTests(PineconeNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => PineconeTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeRecordConformanceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeRecordConformanceTests.cs deleted file mode 100644 index c8915b8c9d15..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Pinecone.ConformanceTests.CRUD; - -public class PineconeRecordConformanceTests(PineconeSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicQueryTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicQueryTests.cs deleted file mode 100644 index edf84f370afa..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicQueryTests.cs +++ /dev/null @@ -1,60 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace Pinecone.ConformanceTests.Filter; - -#pragma warning disable CS8605 // Unboxing a possibly null value. - -public class PineconeBasicQueryTests(PineconeBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - // Specialized Pinecone syntax for NOT over Contains ($nin) - [ConditionalFact] - public virtual Task Not_over_Contains() - => this.TestFilterAsync( - r => !new[] { 8, 10 }.Contains(r.Int), - r => !new[] { 8, 10 }.Contains((int)r["Int"])); - - // 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()); - - public override Task 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()); - - public override Task 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()); - - // 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()); - - public override Task Not_over_Or() - => Assert.ThrowsAsync(() => base.Not_over_Or()); - - public override Task 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()); - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => PineconeTestStore.Instance; - - // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names - public override string CollectionName => "query-tests"; - } -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeAllSupportedTypesTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs similarity index 100% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/CRUD/PineconeAllSupportedTypesTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeAllSupportedTypesTests.cs diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Collections/PineconeCollectionConformanceTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs similarity index 50% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/Collections/PineconeCollectionConformanceTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs index 355c93ba556b..6bedfb6acc21 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Collections/PineconeCollectionConformanceTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeCollectionManagementTests.cs @@ -1,13 +1,13 @@ // Copyright (c) Microsoft. All rights reserved. using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; +using VectorData.ConformanceTests; using Xunit; -namespace Pinecone.ConformanceTests.Collections; +namespace Pinecone.ConformanceTests; -public class PineconeCollectionConformanceTests(PineconeFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture +public class PineconeCollectionManagementTests(PineconeFixture fixture) + : CollectionManagementTests(fixture), IClassFixture { // https://docs.pinecone.io/troubleshooting/restrictions-on-index-names public override string CollectionName => "collection-tests"; diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicFilterTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs similarity index 90% rename from dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicFilterTests.cs rename to dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs index 5aecb4b007fa..0342d871af29 100644 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Filter/PineconeBasicFilterTests.cs +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/PineconeFilterTests.cs @@ -1,17 +1,17 @@ // Copyright (c) Microsoft. All rights reserved. using Pinecone.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using VectorData.ConformanceTests.Xunit; using Xunit; -namespace Pinecone.ConformanceTests.Filter; +namespace Pinecone.ConformanceTests; #pragma warning disable CS8605 // Unboxing a possibly null value. -public class PineconeBasicFilterTests(PineconeBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class PineconeFilterTests(PineconeFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { // Specialized Pinecone syntax for NOT over Contains ($nin) [ConditionalFact] @@ -67,7 +67,7 @@ public override Task Legacy_AnyTagEqualTo_array() public override Task Legacy_AnyTagEqualTo_List() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => PineconeTestStore.Instance; diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeDynamicDataModelFixture.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeDynamicDataModelFixture.cs deleted file mode 100644 index a43d5b7bc5c8..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Pinecone.ConformanceTests.Support; - -public class PineconeDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => PineconeTestStore.Instance; -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeSimpleModelFixture.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeSimpleModelFixture.cs deleted file mode 100644 index 6d7c8e007b3e..000000000000 --- a/dotnet/test/VectorData/Pinecone.ConformanceTests/Support/PineconeSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Pinecone.ConformanceTests.Support; - -public class PineconeSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => PineconeTestStore.Instance; -} diff --git a/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs new file mode 100644 index 000000000000..859542eead00 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeBasicModelTests.cs @@ -0,0 +1,17 @@ +// 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 new file mode 100644 index 000000000000..c4aff04e3165 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeDynamicModelTests.cs @@ -0,0 +1,17 @@ +// 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/TestModels/PineconeNoDataModelTests.cs b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeNoDataModelTests.cs new file mode 100644 index 000000000000..c17149dcdfd1 --- /dev/null +++ b/dotnet/test/VectorData/Pinecone.ConformanceTests/TestModels/PineconeNoDataModelTests.cs @@ -0,0 +1,17 @@ +// 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 PineconeNoDataModelTests(PineconeNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => PineconeTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantBatchConformanceTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantBatchConformanceTests.cs deleted file mode 100644 index ff2f4017467d..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantBatchConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Qdrant.ConformanceTests.CRUD; - -public class QdrantBatchConformanceTests_NamedVectors(QdrantNamedSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} - -public class QdrantBatchConformanceTests_UnnamedVector(QdrantUnnamedSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantDynamicDataModelConformanceTests.cs deleted file mode 100644 index 64e3211984e5..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Qdrant.ConformanceTests.CRUD; - -public class QdrantDynamicDataModelConformanceTests_NamedVectors(QdrantNamedDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} - -public class QdrantDynamicDataModelConformanceTests_UnnamedVector(QdrantUnnamedDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantNoDataConformanceTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantNoDataConformanceTests.cs deleted file mode 100644 index af039b5afea9..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantNoDataConformanceTests.cs +++ /dev/null @@ -1,26 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Qdrant.ConformanceTests.CRUD; - -public class QdrantNoDataConformanceTests_NamedVectors(QdrantNoDataConformanceTests_NamedVectors.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; - } -} - -public class QdrantNoDataConformanceTests_UnnamedVectors(QdrantNoDataConformanceTests_UnnamedVectors.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; - } -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantRecordConformanceTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantRecordConformanceTests.cs deleted file mode 100644 index e66944fc9fd0..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/CRUD/QdrantRecordConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Qdrant.ConformanceTests.CRUD; - -public class QdrantRecordConformanceTests_NamedVectors(QdrantNamedSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} - -public class QdrantRecordConformanceTests_UnnamedVectors(QdrantUnnamedSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Collections/QdrantCollectionConformanceTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Collections/QdrantCollectionConformanceTests.cs deleted file mode 100644 index 1470897e10ca..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Collections/QdrantCollectionConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace Qdrant.ConformanceTests.Collections; - -public class QdrantCollectionConformanceTests_NamedVectors(QdrantNamedVectorsFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} - -public class QdrantCollectionConformanceTests_UnnamedVector(QdrantUnnamedVectorFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicFilterTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicFilterTests.cs deleted file mode 100644 index b80da73b1d74..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicFilterTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Qdrant.ConformanceTests.Filter; - -public class QdrantBasicFilterTests(QdrantBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture -{ - public new class Fixture : BasicFilterTests.Fixture - { - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; - } -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicQueryTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicQueryTests.cs deleted file mode 100644 index 698c7ea9eba0..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Filter/QdrantBasicQueryTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Qdrant.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Qdrant.ConformanceTests.Filter; - -public class QdrantBasicQueryTests(QdrantBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; - } -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantBasicModelTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantBasicModelTests.cs new file mode 100644 index 000000000000..8804b3b12b12 --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantBasicModelTests.cs @@ -0,0 +1,24 @@ +// 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 QdrantBasicModelTests(QdrantBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Qdrant does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantDynamicModelTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantDynamicModelTests.cs new file mode 100644 index 000000000000..95a5cb0fff8e --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantDynamicModelTests.cs @@ -0,0 +1,40 @@ +// 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 QdrantDynamicModelTests_NamedVectors(QdrantDynamicModelTests_NamedVectors.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Qdrant does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} + +public class QdrantDynamicModelTests_UnnamedVector(QdrantDynamicModelTests_UnnamedVector.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Qdrant does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantNoDataModelTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantNoDataModelTests.cs new file mode 100644 index 000000000000..f31b64bb0a70 --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/ModelTests/QdrantNoDataModelTests.cs @@ -0,0 +1,26 @@ +// 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 QdrantNoDataModelTests_NamedVectors(QdrantNoDataModelTests_NamedVectors.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} + +public class QdrantNoDataModelTests_UnnamedVectors(QdrantNoDataModelTests_UnnamedVectors.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantCollectionManagementTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantCollectionManagementTests.cs new file mode 100644 index 000000000000..98ee3a6937ca --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantCollectionManagementTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace Qdrant.ConformanceTests; + +public class QdrantCollectionManagementTests_NamedVectors(QdrantNamedVectorsFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} + +public class QdrantCollectionManagementTests_UnnamedVector(QdrantUnnamedVectorFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantFilterTests.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantFilterTests.cs new file mode 100644 index 000000000000..b894517282e3 --- /dev/null +++ b/dotnet/test/VectorData/Qdrant.ConformanceTests/QdrantFilterTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Qdrant.ConformanceTests.Support; +using VectorData.ConformanceTests; +using VectorData.ConformanceTests.Support; +using Xunit; + +namespace Qdrant.ConformanceTests; + +public class QdrantFilterTests(QdrantFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture +{ + public new class Fixture : FilterTests.Fixture + { + public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedDynamicDataModelFixture.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedDynamicDataModelFixture.cs deleted file mode 100644 index d3d5d8b5b3ae..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Qdrant.ConformanceTests.Support; - -public class QdrantNamedDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedSimpleModelFixture.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedSimpleModelFixture.cs deleted file mode 100644 index a7c2e9a68823..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantNamedSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Qdrant.ConformanceTests.Support; - -public class QdrantNamedSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => QdrantTestStore.NamedVectorsInstance; -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedDynamicDataModelFixture.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedDynamicDataModelFixture.cs deleted file mode 100644 index 0d16adbcde11..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Qdrant.ConformanceTests.Support; - -public class QdrantUnnamedDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; -} diff --git a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedSimpleModelFixture.cs b/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedSimpleModelFixture.cs deleted file mode 100644 index 17a9f63feafd..000000000000 --- a/dotnet/test/VectorData/Qdrant.ConformanceTests/Support/QdrantUnnamedSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Qdrant.ConformanceTests.Support; - -public class QdrantUnnamedSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => QdrantTestStore.UnnamedVectorInstance; -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetDynamicDataModelConformanceTests.cs deleted file mode 100644 index 873b24b46ae7..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisHashSetDynamicDataModelConformanceTests(RedisHashSetDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoDataConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoDataConformanceTests.cs deleted file mode 100644 index 4417e786e257..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoDataConformanceTests.cs +++ /dev/null @@ -1,40 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisHashSetNoDataConformanceTests(RedisHashSetNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - [ConditionalFact] - public override async Task GetAsyncReturnsInsertedRecord_WithoutVectors() - { - var expectedRecord = fixture.TestData[0]; - - // When using HashSets there is no way to distinguish between no fields being returned and - // the record not existing. - Assert.Null(await fixture.Collection.GetAsync(expectedRecord.Id, new() { IncludeVectors = false })); - } - - [ConditionalFact(Skip = "When using HashSets there is no way to distinguish between no fields being returned and the record not existing so this test isn't useful.")] - public override Task UpsertAsyncCanInsertNewRecord_WithoutVectors() - { - return base.UpsertAsyncCanInsertNewRecord_WithoutVectors(); - } - - [ConditionalFact(Skip = "When using HashSets there is no way to distinguish between no fields being returned and the record not existing so this test isn't useful.")] - public override Task UpsertAsyncCanUpdateExistingRecord_WithoutVectors() - { - return base.UpsertAsyncCanUpdateExistingRecord_WithoutVectors(); - } - - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => RedisTestStore.HashSetInstance; - } -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoVectorConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoVectorConformanceTests.cs deleted file mode 100644 index a41964357bd2..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisHashSetNoVectorConformanceTests(RedisHashSetNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => RedisTestStore.HashSetInstance; - } -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetRecordConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetRecordConformanceTests.cs deleted file mode 100644 index e0cc681b8093..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisHashSetRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisHashSetRecordConformanceTests(RedisHashSetSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonDynamicDataModelConformanceTests.cs deleted file mode 100644 index 6649912fb5d2..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisJsonDynamicDataModelConformanceTests(RedisJsonDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoDataConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoDataConformanceTests.cs deleted file mode 100644 index 236178638d07..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisJsonNoDataConformanceTests(RedisJsonNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => RedisTestStore.JsonInstance; - } -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoVectorConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoVectorConformanceTests.cs deleted file mode 100644 index 41c2df64e12d..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisJsonNoVectorConformanceTests(RedisJsonNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => RedisTestStore.JsonInstance; - } -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonRecordConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonRecordConformanceTests.cs deleted file mode 100644 index c4801e41a203..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/CRUD/RedisJsonRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace Redis.ConformanceTests.CRUD; - -public class RedisJsonRecordConformanceTests(RedisJsonSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisHashSetCollectionConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisHashSetCollectionConformanceTests.cs deleted file mode 100644 index 7f3305db04d1..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisHashSetCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace Redis.ConformanceTests.Collections; - -public class RedisHashSetCollectionConformanceTests(RedisHashSetFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisJsonCollectionConformanceTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisJsonCollectionConformanceTests.cs deleted file mode 100644 index ffd7de57ef19..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Collections/RedisJsonCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace Redis.ConformanceTests.Collections; - -public class RedisJsonCollectionConformanceTests(RedisJsonFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs deleted file mode 100644 index 9cf5eac40e14..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicQueryTests.cs +++ /dev/null @@ -1,182 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using Microsoft.SemanticKernel.Connectors.Redis; -using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; -using Xunit.Sdk; - -namespace Redis.ConformanceTests.Filter; - -public abstract class RedisBasicQueryTests(BasicQueryTests.QueryFixture fixture) - : BasicQueryTests(fixture) -{ - #region Equality with null - - public override Task 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()); - - public override Task NotEqual_with_null_reference_type() - => Assert.ThrowsAsync(() => base.Equal_with_null_reference_type()); - - public override Task 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()); - - #endregion - - #region Bool - - public override Task Bool() - => Assert.ThrowsAsync(() => base.Bool()); - - public override Task Not_over_bool() - => Assert.ThrowsAsync(() => base.Not_over_bool()); - - public override Task Bool_And_Bool() - => Assert.ThrowsAsync(() => base.Bool_And_Bool()); - - public override Task Bool_Or_Not_Bool() - => Assert.ThrowsAsync(() => base.Bool_Or_Not_Bool()); - - public override Task Not_over_bool_And_Comparison() - => Assert.ThrowsAsync(() => base.Not_over_bool_And_Comparison()); - - #endregion - - #region Contains - - public override Task Contains_over_inline_int_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_int_array()); - - public override Task Contains_over_inline_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_inline_string_array()); - - public override Task Contains_over_inline_string_array_with_weird_chars() - => Assert.ThrowsAsync(() => base.Contains_over_inline_string_array_with_weird_chars()); - - public override Task Contains_over_captured_string_array() - => Assert.ThrowsAsync(() => base.Contains_over_captured_string_array()); - - #endregion -} - -public class RedisJsonCollectionBasicQueryTests(RedisJsonCollectionBasicQueryTests.Fixture fixture) - : RedisBasicQueryTests(fixture), IClassFixture -{ - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => RedisTestStore.JsonInstance; - - public override string CollectionName => "JsonCollectionQueryTests"; - - public override string SpecialCharactersText -#if NET8_0_OR_GREATER - => base.SpecialCharactersText; -#else - // Redis client doesn't properly escape '"' on Full Framework. - => base.SpecialCharactersText.Replace("\"", ""); -#endif - - // Override to remove the bool property, which isn't (currently) supported on Redis/JSON - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = base.CreateRecordDefinition().Properties.Where(p => p.Type != typeof(bool)).ToList() - }; - - protected override VectorStoreCollection GetCollection() - => new RedisJsonCollection( - RedisTestStore.JsonInstance.Database, - this.CollectionName, - new() { Definition = this.CreateRecordDefinition() }); - } -} - -public class RedisHashSetCollectionBasicQueryTests(RedisHashSetCollectionBasicQueryTests.Fixture fixture) - : RedisBasicQueryTests(fixture), IClassFixture -{ - // Null values are not supported in Redis HashSet - public override Task 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()); - - public override Task 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()); - - // Array fields not supported on Redis HashSet - public override Task 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()); - - public override Task Contains_with_Enumerable_Contains() - => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); - -#if !NETFRAMEWORK - 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 - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => RedisTestStore.HashSetInstance; - - public override string CollectionName => "HashSetCollectionQueryTests"; - - public override string SpecialCharactersText -#if NET8_0_OR_GREATER - => base.SpecialCharactersText; -#else - // Redis client doesn't properly escape '"' on Full Framework. - => base.SpecialCharactersText.Replace("\"", ""); -#endif - - // Override to remove the bool property, which isn't (currently) supported on Redis - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = base.CreateRecordDefinition().Properties.Where(p => - p.Type != typeof(bool) && - p.Type != typeof(string[]) && - p.Type != typeof(List)).ToList() - }; - - protected override VectorStoreCollection GetCollection() - => new RedisHashSetCollection( - RedisTestStore.HashSetInstance.Database, - this.CollectionName, - new() { Definition = this.CreateRecordDefinition() }); - - protected override List BuildTestData() - { - var testData = base.BuildTestData(); - - foreach (var record in testData) - { - // Null values are not supported in Redis hashsets - record.String ??= string.Empty; - } - - return testData; - } - } -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetBasicModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetBasicModelTests.cs new file mode 100644 index 000000000000..368d11be4e57 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetBasicModelTests.cs @@ -0,0 +1,24 @@ +// 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 RedisHashSetBasicModelTests(RedisHashSetBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Redis does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetDynamicModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetDynamicModelTests.cs new file mode 100644 index 000000000000..a142f41f997d --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetDynamicModelTests.cs @@ -0,0 +1,24 @@ +// 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 RedisHashSetDynamicModelTests(RedisHashSetDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Redis does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoDataModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoDataModelTests.cs new file mode 100644 index 000000000000..7292b278b9a0 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoDataModelTests.cs @@ -0,0 +1,34 @@ +// 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 RedisHashSetNoDataModelTests(RedisHashSetNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_single_record(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var received = await this.Collection.GetAsync(expectedRecord.Key, new() { IncludeVectors = includeVectors }); + + if (includeVectors) + { + expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); + } + else + { + // When vectors aren't included and there's no other data, we get null back. + Assert.Null(received); + } + } + + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoVectorModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoVectorModelTests.cs new file mode 100644 index 000000000000..e9a39070d404 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisHashSetNoVectorModelTests.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 RedisHashSetNoVectorModelTests(RedisHashSetNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.HashSetInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonBasicModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonBasicModelTests.cs new file mode 100644 index 000000000000..b2536bb3dca2 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonBasicModelTests.cs @@ -0,0 +1,24 @@ +// 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 RedisJsonBasicModelTests(RedisJsonBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Redis does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonDynamicModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonDynamicModelTests.cs new file mode 100644 index 000000000000..ffba64c6e684 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonDynamicModelTests.cs @@ -0,0 +1,24 @@ +// 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 RedisJsonDynamicModelTests(RedisJsonDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public override async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var exception = await Assert.ThrowsAsync(base.GetAsync_with_filter_and_multiple_OrderBys); + + Assert.Equal("Redis does not support ordering by more than one property.", exception.Message); + } + + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoDataModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoDataModelTests.cs new file mode 100644 index 000000000000..289b00f60ea8 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoDataModelTests.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 RedisJsonNoDataModelTests(RedisJsonNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoVectorModelTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoVectorModelTests.cs new file mode 100644 index 000000000000..079d15756b16 --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/ModelTests/RedisJsonNoVectorModelTests.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 RedisJsonNoVectorModelTests(RedisJsonNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => RedisTestStore.JsonInstance; + } +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs similarity index 93% rename from dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs rename to dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs index 0f144cdae20c..fd95cb072e26 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Filter/RedisBasicFilterTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisFilterTests.cs @@ -3,15 +3,15 @@ using Microsoft.Extensions.VectorData; using Microsoft.SemanticKernel.Connectors.Redis; using Redis.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; using Xunit.Sdk; -namespace Redis.ConformanceTests.Filter; +namespace Redis.ConformanceTests; -public abstract class RedisBasicFilterTests(BasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture) +public abstract class RedisFilterTests(FilterTests.Fixture fixture) + : FilterTests(fixture) { #region Equality with null @@ -69,9 +69,9 @@ public override Task Contains_over_captured_string_array() } public class RedisJsonCollectionBasicFilterTests(RedisJsonCollectionBasicFilterTests.Fixture fixture) - : RedisBasicFilterTests(fixture), IClassFixture + : RedisFilterTests(fixture), IClassFixture { - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => RedisTestStore.JsonInstance; @@ -101,7 +101,7 @@ protected override VectorStoreCollection GetCollection() } public class RedisHashSetCollectionBasicFilterTests(RedisHashSetCollectionBasicFilterTests.Fixture fixture) - : RedisBasicFilterTests(fixture), IClassFixture + : RedisFilterTests(fixture), IClassFixture { // Null values are not supported in Redis HashSet public override Task Equal_with_null_reference_type() @@ -144,7 +144,7 @@ public override Task Legacy_AnyTagEqualTo_array() public override Task Legacy_AnyTagEqualTo_List() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => RedisTestStore.HashSetInstance; diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetCollectionManagementTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetCollectionManagementTests.cs new file mode 100644 index 000000000000..332654baedbb --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisHashSetCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace Redis.ConformanceTests; + +public class RedisHashSetCollectionManagementTests(RedisHashSetFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonCollectionManagementTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonCollectionManagementTests.cs new file mode 100644 index 000000000000..cb7ac0e8e91c --- /dev/null +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisJsonCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Redis.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace Redis.ConformanceTests; + +public class RedisJsonCollectionManagementTests(RedisJsonFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs b/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs index d2e5b409cb91..83006ecf8193 100644 --- a/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/Redis.ConformanceTests/RedisTestSuiteImplementationTests.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.CRUD; using VectorData.ConformanceTests.HybridSearch; using VectorData.ConformanceTests.VectorSearch; @@ -13,7 +12,6 @@ public class RedisTestSuiteImplementationTests : TestSuiteImplementationTests [ typeof(VectorSearchDistanceFunctionComplianceTests<>), typeof(VectorSearchWithFilterConformanceTests<>), - typeof(BatchConformanceTests<>), // Hybrid search not supported typeof(KeywordVectorizedHybridSearchComplianceTests<>) diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetDynamicDataModelFixture.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetDynamicDataModelFixture.cs deleted file mode 100644 index 6c49e3cc5b60..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Redis.ConformanceTests.Support; - -public class RedisHashSetDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => RedisTestStore.HashSetInstance; -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetSimpleModelFixture.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetSimpleModelFixture.cs deleted file mode 100644 index b5927caa9b7d..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisHashSetSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Redis.ConformanceTests.Support; - -public class RedisHashSetSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => RedisTestStore.HashSetInstance; -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonDynamicDataModelFixture.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonDynamicDataModelFixture.cs deleted file mode 100644 index 9c0df8344e7a..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Redis.ConformanceTests.Support; - -public class RedisJsonDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => RedisTestStore.JsonInstance; -} diff --git a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonSimpleModelFixture.cs b/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonSimpleModelFixture.cs deleted file mode 100644 index 923f355c947b..000000000000 --- a/dotnet/test/VectorData/Redis.ConformanceTests/Support/RedisJsonSimpleModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace Redis.ConformanceTests.Support; - -public class RedisJsonSimpleModelFixture : SimpleModelFixture -{ - public override TestStore TestStore => RedisTestStore.JsonInstance; -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerBatchConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerBatchConformanceTests.cs deleted file mode 100644 index dac4d1b8fe53..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerBatchConformanceTests.cs +++ /dev/null @@ -1,77 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Models; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace SqlServer.ConformanceTests.CRUD; - -public class SqlServerBatchConformanceTests(SqlServerSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ - private const int SqlServerMaxParameters = 2_100; - - [ConditionalFact] - public Task CanSplitBatchToAccountForMaxParameterLimit_WithVectors() - => this.CanSplitBatchToAccountForMaxParameterLimit(includeVectors: true); - - [ConditionalFact] - public Task CanSplitBatchToAccountForMaxParameterLimit_WithoutVectors() - => this.CanSplitBatchToAccountForMaxParameterLimit(includeVectors: false); - - private async Task CanSplitBatchToAccountForMaxParameterLimit(bool includeVectors) - { - var collection = fixture.Collection; - SimpleRecord[] inserted = Enumerable.Range(0, SqlServerMaxParameters + 1).Select(i => new SimpleRecord() - { - Id = fixture.GenerateNextKey(), - Number = 100 + i, - Text = i.ToString(), - Floats = Enumerable.Range(0, SimpleRecord.DimensionCount).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - var keys = inserted.Select(record => record.Id).ToArray(); - - Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(keys, new() { IncludeVectors = includeVectors }).ToArrayAsync(); - foreach (var record in inserted) - { - record.AssertEqual(this.GetRecord(received, record.Id), includeVectors, fixture.TestStore.VectorsComparable); - } - - await collection.DeleteAsync(keys); - Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); - } - - [ConditionalFact] - public async Task UpsertBatchIsAtomic() - { - var collection = fixture.Collection; - SimpleRecord[] inserted = Enumerable.Range(0, SqlServerMaxParameters + 1).Select(i => new SimpleRecord() - { - // The last Id is set to NULL, so it must not be inserted and the whole batch should fail - Id = i < SqlServerMaxParameters ? fixture.GenerateNextKey() : null!, - Number = 100 + i, - Text = i.ToString(), - Floats = Enumerable.Range(0, SimpleRecord.DimensionCount).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - - var keys = inserted.Select(record => record.Id).Where(key => key is not null).ToArray(); - Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); - - VectorStoreException ex = await Assert.ThrowsAsync(() => collection.UpsertAsync(inserted)); - Assert.Equal("UpsertBatch", ex.OperationName); - - var metadata = collection.GetService(typeof(VectorStoreCollectionMetadata)) as VectorStoreCollectionMetadata; - - Assert.NotNull(metadata?.CollectionName); - Assert.Equal(metadata.CollectionName, ex.CollectionName); - - // Make sure that no records were inserted! - Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); - } -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerDynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerDynamicDataModelConformanceTests.cs deleted file mode 100644 index aab43224b7cc..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerDynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace SqlServer.ConformanceTests.CRUD; - -public class SqlServerDynamicDataModelConformanceTests(SqlServerDynamicDataModelFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoDataConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoDataConformanceTests.cs deleted file mode 100644 index 30507493fdea..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace SqlServer.ConformanceTests.CRUD; - -public class SqlServerNoDataConformanceTests(SqlServerNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => SqlServerTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoVectorConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoVectorConformanceTests.cs deleted file mode 100644 index 5cecc8da7a8b..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace SqlServer.ConformanceTests.CRUD; - -public class SqlServerNoVectorConformanceTests(SqlServerNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => SqlServerTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerRecordConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerRecordConformanceTests.cs deleted file mode 100644 index 3c151e674f7b..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/CRUD/SqlServerRecordConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace SqlServer.ConformanceTests.CRUD; - -public class SqlServerRecordConformanceTests(SqlServerSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Collections/SqlServerCollectionConformanceTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Collections/SqlServerCollectionConformanceTests.cs deleted file mode 100644 index d114f4ca6f31..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Collections/SqlServerCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace SqlServer.ConformanceTests.Collections; - -public class SqlServerCollectionConformanceTests(SqlServerFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs deleted file mode 100644 index b3c1acc13f60..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicQueryTests.cs +++ /dev/null @@ -1,73 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; -using Xunit.Sdk; - -namespace SqlServer.ConformanceTests.Filter; - -#pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast - -public class SqlServerBasicQueryTests(SqlServerBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - 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()); - - // Compensate by adding a null check: - await this.TestFilterAsync( - r => r.String != null && !(r.Int == 8 || r.String == "foo"), - r => r["String"] != null && !((int)r["Int"]! == 8 || r["String"] == "foo")); - } - - public override async Task NotEqual_with_string() - { - // As above, null semantics + negation - await Assert.ThrowsAsync(() => base.NotEqual_with_string()); - - await this.TestFilterAsync( - r => r.String != null && r.String != "foo", - r => r["String"] != null && r["String"] != "foo"); - } - - public override Task 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()); - - public override Task Contains_with_Enumerable_Contains() - => Assert.ThrowsAsync(() => base.Contains_with_Enumerable_Contains()); - -#if !NETFRAMEWORK - 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 - - public new class Fixture : BasicQueryTests.QueryFixture - { - private static readonly string s_uniqueName = Guid.NewGuid().ToString(); - - public override TestStore TestStore => SqlServerTestStore.Instance; - - public override string CollectionName => s_uniqueName; - - // Override to remove the string collection properties, which aren't (currently) supported on SqlServer - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = base.CreateRecordDefinition().Properties.Where(p => p.Type != typeof(string[]) && p.Type != typeof(List)).ToList() - }; - } -} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs new file mode 100644 index 000000000000..2a4067defc01 --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerBasicModelTests.cs @@ -0,0 +1,78 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using SqlServer.ConformanceTests.Support; +using VectorData.ConformanceTests.ModelTests; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace SqlServer.ConformanceTests.ModelTests; + +public class SqlServerBasicModelTests(SqlServerBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + private const int SqlServerMaxParameters = 2_100; + + [ConditionalFact] + private async Task Split_batches_to_account_for_max_parameter_limit() + { + var collection = fixture.Collection; + Record[] inserted = Enumerable.Range(0, SqlServerMaxParameters + 1).Select(i => new Record() + { + Key = fixture.GenerateNextKey(), + Number = 100 + i, + Text = i.ToString(), + Floats = Enumerable.Range(0, 3).Select(j => (float)(i + j)).ToArray() + }).ToArray(); + var keys = inserted.Select(record => record.Key).ToArray(); + + Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); + await collection.UpsertAsync(inserted); + + var received = await collection.GetAsync(keys).ToArrayAsync(); + foreach (var record in inserted) + { + record.AssertEqual( + received.Single(r => r.Key.Equals(record.Key, StringComparison.Ordinal)), + includeVectors: false, + fixture.TestStore.VectorsComparable); + } + + await collection.DeleteAsync(keys); + Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); + } + + [ConditionalFact] + public async Task Upsert_batch_is_atomic() + { + var collection = fixture.Collection; + Record[] inserted = Enumerable.Range(0, SqlServerMaxParameters + 1).Select(i => new Record() + { + // The last Key is set to NULL, so it must not be inserted and the whole batch should fail + Key = i < SqlServerMaxParameters ? fixture.GenerateNextKey() : null!, + Number = 100 + i, + Text = i.ToString(), + Floats = 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(); + Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); + + VectorStoreException ex = await Assert.ThrowsAsync(() => collection.UpsertAsync(inserted)); + Assert.Equal("UpsertBatch", ex.OperationName); + + var metadata = collection.GetService(typeof(VectorStoreCollectionMetadata)) as VectorStoreCollectionMetadata; + + Assert.NotNull(metadata?.CollectionName); + Assert.Equal(metadata.CollectionName, ex.CollectionName); + + // Make sure that no records were inserted! + Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); + } + + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerDynamicModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerDynamicModelTests.cs new file mode 100644 index 000000000000..038623e67e84 --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerDynamicModelTests.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 SqlServerDynamicModelTests(SqlServerDynamicModelTests.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoDataModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoDataModelTests.cs new file mode 100644 index 000000000000..6938f268e70c --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoDataModelTests.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 SqlServerNoDataModelTests(SqlServerNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => SqlServerTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoVectorModelTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoVectorModelTests.cs new file mode 100644 index 000000000000..5d8bc1bb7f1b --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/ModelTests/SqlServerNoVectorModelTests.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 SqlServerNoVectorModelTests(SqlServerNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.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 new file mode 100644 index 000000000000..5f1b9eca11fd --- /dev/null +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqlServer.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace SqlServer.ConformanceTests; + +public class SqlServerCollectionManagementTests(SqlServerFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs similarity index 87% rename from dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs rename to dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs index 92ce6163be1e..5f1b079d88a6 100644 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Filter/SqlServerBasicFilterTests.cs +++ b/dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServerFilterTests.cs @@ -1,17 +1,17 @@ // Copyright (c) Microsoft. All rights reserved. using SqlServer.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; using Xunit.Sdk; -namespace SqlServer.ConformanceTests.Filter; +namespace SqlServer.ConformanceTests; #pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast -public class SqlServerBasicFilterTests(SqlServerBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class SqlServerFilterTests(SqlServerFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { public override async Task Not_over_Or() { @@ -51,7 +51,7 @@ await this.TestFilterAsync( [Obsolete("Legacy filters are not supported")] public override Task Legacy_equality() => throw new NotSupportedException(); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { private static readonly string s_uniqueName = Guid.NewGuid().ToString(); diff --git a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerDynamicDataModelFixture.cs b/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerDynamicDataModelFixture.cs deleted file mode 100644 index d63833931f91..000000000000 --- a/dotnet/test/VectorData/SqlServer.ConformanceTests/Support/SqlServerDynamicDataModelFixture.cs +++ /dev/null @@ -1,10 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace SqlServer.ConformanceTests.Support; - -public class SqlServerDynamicDataModelFixture : DynamicDataModelFixture -{ - public override TestStore TestStore => SqlServerTestStore.Instance; -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteBatchConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteBatchConformanceTests.cs deleted file mode 100644 index d32870ce6f56..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteBatchConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace SqliteVec.ConformanceTests.CRUD; - -public class SqliteBatchConformanceTests_string(SqliteSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture> -{ -} - -public class SqliteBatchConformanceTests_long(SqliteSimpleModelFixture fixture) - : BatchConformanceTests(fixture), IClassFixture> -{ -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoDataConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoDataConformanceTests.cs deleted file mode 100644 index bcd9ad72171d..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoDataConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace SqliteVec.ConformanceTests.CRUD; - -public class SqliteNoDataConformanceTests(SqliteNoDataConformanceTests.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoDataConformanceTests.Fixture - { - public override TestStore TestStore => SqliteTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoVectorConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoVectorConformanceTests.cs deleted file mode 100644 index 184b8aa21ef3..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteNoVectorConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Xunit; - -namespace SqliteVec.ConformanceTests.CRUD; - -public class SqliteNoVectorConformanceTests(SqliteNoVectorConformanceTests.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => SqliteTestStore.Instance; - } -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteRecordConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteRecordConformanceTests.cs deleted file mode 100644 index 7960633ecb8a..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/CRUD/SqliteRecordConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.CRUD; -using Xunit; - -namespace SqliteVec.ConformanceTests.CRUD; - -public class SqliteRecordConformanceTests_string(SqliteSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture> -{ -} - -public class SqliteRecordConformanceTests_long(SqliteSimpleModelFixture fixture) - : RecordConformanceTests(fixture), IClassFixture> -{ -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Collections/SqliteCollectionConformanceTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/Collections/SqliteCollectionConformanceTests.cs deleted file mode 100644 index ac5c08ebdf19..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Collections/SqliteCollectionConformanceTests.cs +++ /dev/null @@ -1,12 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.Collections; -using Xunit; - -namespace SqliteVec.ConformanceTests.Collections; - -public class SqliteCollectionConformanceTests(SqliteFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicQueryTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicQueryTests.cs deleted file mode 100644 index 23989592a527..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicQueryTests.cs +++ /dev/null @@ -1,58 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Xunit; -using Xunit.Sdk; - -namespace SqliteVec.ConformanceTests.Filter; - -#pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast - -public class SqliteBasicQueryTests(SqliteBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - 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()); - - // Compensate by adding a null check: - await this.TestFilterAsync( - r => r.String != null && !(r.Int == 8 || r.String == "foo"), - r => r["String"] != null && !((int)r["Int"]! == 8 || r["String"] == "foo")); - } - - public override async Task NotEqual_with_string() - { - // As above, null semantics + negation - await Assert.ThrowsAsync(() => base.NotEqual_with_string()); - - await this.TestFilterAsync( - r => r.String != null && r.String != "foo", - r => r["String"] != null && r["String"] != "foo"); - } - - // 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()); - - // 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()); - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => SqliteTestStore.Instance; - - // Override to remove the string array property, which isn't (currently) supported on SQLite - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = base.CreateRecordDefinition().Properties.Where(p => p.Type != typeof(string[]) && p.Type != typeof(List)).ToList() - }; - } -} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteBasicModelTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteBasicModelTests.cs new file mode 100644 index 000000000000..b8307d9cf857 --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteBasicModelTests.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 SqliteBasicModelTests(SqliteBasicModelTests.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoDataModelTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoDataModelTests.cs new file mode 100644 index 000000000000..914ef7459a1e --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoDataModelTests.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 SqliteNoDataModelTests(SqliteNoDataModelTests.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture +{ + public new class Fixture : NoDataModelTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoVectorModelTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoVectorModelTests.cs new file mode 100644 index 000000000000..64e6ff9d4bfb --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/ModelTests/SqliteNoVectorModelTests.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 SqliteNoVectorModelTests(SqliteNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => SqliteTestStore.Instance; + } +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteCollectionManagementTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteCollectionManagementTests.cs new file mode 100644 index 000000000000..a3d0e036b30d --- /dev/null +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteCollectionManagementTests.cs @@ -0,0 +1,12 @@ +// Copyright (c) Microsoft. All rights reserved. + +using SqliteVec.ConformanceTests.Support; +using VectorData.ConformanceTests; +using Xunit; + +namespace SqliteVec.ConformanceTests; + +public class SqliteCollectionManagementTests(SqliteFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicFilterTests.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs similarity index 77% rename from dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicFilterTests.cs rename to dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs index 0592877d1c39..d981a2a12998 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Filter/SqliteBasicFilterTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteFilterTests.cs @@ -2,17 +2,17 @@ using Microsoft.Extensions.VectorData; using SqliteVec.ConformanceTests.Support; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Xunit; using Xunit.Sdk; -namespace SqliteVec.ConformanceTests.Filter; +namespace SqliteVec.ConformanceTests; #pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast -public class SqliteBasicFilterTests(SqliteBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class SqliteFilterTests(SqliteFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { public override async Task Not_over_Or() { @@ -44,6 +44,16 @@ public override Task Contains_over_field_string_array() public override Task 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 + // AnyTagEqualTo not (currently) supported on SQLite [Obsolete("Legacy filter support")] public override Task Legacy_AnyTagEqualTo_array() @@ -53,7 +63,7 @@ public override Task Legacy_AnyTagEqualTo_array() public override Task Legacy_AnyTagEqualTo_List() => Assert.ThrowsAsync(() => base.Legacy_AnyTagEqualTo_List()); - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.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 41f9669cc559..d117ffded6a6 100644 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs +++ b/dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteTestSuiteImplementationTests.cs @@ -1,8 +1,8 @@ // Copyright (c) Microsoft. All rights reserved. using VectorData.ConformanceTests; -using VectorData.ConformanceTests.CRUD; using VectorData.ConformanceTests.HybridSearch; +using VectorData.ConformanceTests.ModelTests; using VectorData.ConformanceTests.VectorSearch; namespace SqliteVec.ConformanceTests; @@ -12,7 +12,7 @@ public class SqliteTestSuiteImplementationTests : TestSuiteImplementationTests protected override ICollection IgnoredTestBases { get; } = [ typeof(VectorSearchDistanceFunctionComplianceTests<>), - typeof(DynamicDataModelConformanceTests<>), + typeof(DynamicModelTests<>), // Hybrid search not supported typeof(KeywordVectorizedHybridSearchComplianceTests<>) diff --git a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Support/SqliteSimpleModelFixture.cs b/dotnet/test/VectorData/SqliteVec.ConformanceTests/Support/SqliteSimpleModelFixture.cs deleted file mode 100644 index b2ed18359001..000000000000 --- a/dotnet/test/VectorData/SqliteVec.ConformanceTests/Support/SqliteSimpleModelFixture.cs +++ /dev/null @@ -1,11 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; - -namespace SqliteVec.ConformanceTests.Support; - -public class SqliteSimpleModelFixture : SimpleModelFixture - where TKey : notnull -{ - public override TestStore TestStore => SqliteTestStore.Instance; -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/BatchConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/BatchConformanceTests.cs deleted file mode 100644 index 3ae7fe402778..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/BatchConformanceTests.cs +++ /dev/null @@ -1,158 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Models; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace VectorData.ConformanceTests.CRUD; - -public abstract class BatchConformanceTests(SimpleModelFixture fixture) where TKey : notnull -{ - [ConditionalFact] - public virtual async Task GetBatchAsyncThrowsArgumentNullExceptionForNullKeys() - { - ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.GetAsync(keys: null!).ToArrayAsync().AsTask()); - Assert.Equal("keys", ex.ParamName); - } - - [ConditionalFact] - public virtual async Task GetBatchAsyncDoesNotThrowForEmptyBatch() - { - Assert.Empty(await fixture.Collection.GetAsync([]).ToArrayAsync()); - } - - [ConditionalFact] - public virtual Task GetBatchAsync_WithVectors() - => this.GetBatchAsyncReturnsInsertedRecords(includeVectors: true); - - [ConditionalFact] - public virtual Task GetBatchAsync_WithoutVectors() - => this.GetBatchAsyncReturnsInsertedRecords(includeVectors: false); - - private async Task GetBatchAsyncReturnsInsertedRecords(bool includeVectors) - { - var expectedRecords = fixture.TestData.Take(2); // the last two records can get deleted by other tests - var ids = expectedRecords.Select(record => record.Id); - - var received = await fixture.Collection.GetAsync(ids, new() { IncludeVectors = includeVectors }).ToArrayAsync(); - - foreach (var record in expectedRecords) - { - record.AssertEqual(this.GetRecord(received, record.Id), includeVectors, fixture.TestStore.VectorsComparable); - } - } - - [ConditionalFact] - public virtual async Task UpsertBatchAsyncThrowsArgumentNullExceptionForNullBatch() - { - ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.UpsertAsync(records: null!)); - Assert.Equal("records", ex.ParamName); - } - - [ConditionalFact] - public virtual async Task UpsertBatchAsyncDoesNotThrowForEmptyBatch() - { - await fixture.Collection.UpsertAsync([]); - } - - [ConditionalFact] - public virtual async Task UpsertBatchAsyncCanInsertNewRecord() - { - var collection = fixture.Collection; - SimpleRecord[] inserted = Enumerable.Range(0, 10).Select(i => new SimpleRecord() - { - Id = fixture.GenerateNextKey(), - Number = 100 + i, - Text = i.ToString(), - Floats = Enumerable.Range(0, SimpleRecord.DimensionCount).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - var keys = inserted.Select(record => record.Id).ToArray(); - - Assert.Empty(await collection.GetAsync(keys).ToArrayAsync()); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); - foreach (var record in inserted) - { - record.AssertEqual(this.GetRecord(received, record.Id), includeVectors: true, fixture.TestStore.VectorsComparable); - } - } - - [ConditionalFact] - public virtual async Task UpsertBatchAsyncCanUpdateExistingRecords() - { - SimpleRecord[] inserted = Enumerable.Range(0, 10).Select(i => new SimpleRecord() - { - Id = fixture.GenerateNextKey(), - Number = 100 + i, - Text = i.ToString(), - Floats = Enumerable.Range(0, SimpleRecord.DimensionCount).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - await fixture.Collection.UpsertAsync(inserted); - - SimpleRecord[] updated = inserted.Select(i => new SimpleRecord() - { - Id = i.Id, - Text = i.Text + "updated", - Number = i.Number + 200, - Floats = i.Floats - }).ToArray(); - - await fixture.Collection.UpsertAsync(updated); - } - - [ConditionalFact] - public virtual async Task UpsertCanBothInsertAndUpdateRecordsFromTheSameBatch() - { - SimpleRecord[] records = Enumerable.Range(0, 10).Select(i => new SimpleRecord() - { - Id = fixture.GenerateNextKey(), - Number = 100 + i, - Text = i.ToString(), - Floats = Enumerable.Range(0, SimpleRecord.DimensionCount).Select(j => (float)(i + j)).ToArray() - }).ToArray(); - - // We take first half of the records and insert them. - SimpleRecord[] firstHalf = records.Take(records.Length / 2).ToArray(); - await fixture.Collection.UpsertAsync(firstHalf); - - // Now we modify the first half of the records. - foreach (var record in firstHalf) - { - record.Text += "updated"; - record.Number += 200; - } - - // And now we upsert all the records (the first half is an update, the second is an insert). - await fixture.Collection.UpsertAsync(records); - } - - [ConditionalFact] - public virtual async Task DeleteBatchAsyncDoesNotThrowForEmptyBatch() - { - await fixture.Collection.DeleteAsync([]); - } - - [ConditionalFact] - public virtual async Task DeleteBatchAsyncThrowsArgumentNullExceptionForNullKeys() - { - ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.DeleteAsync(keys: null!)); - Assert.Equal("keys", ex.ParamName); - } - - [ConditionalFact] - public virtual async Task DeleteBatchAsyncDeletesTheRecords() - { - TKey[] idsToRemove = [fixture.TestData[2].Id, fixture.TestData[3].Id]; - - Assert.NotEmpty(await fixture.Collection.GetAsync(idsToRemove).ToArrayAsync()); - await fixture.Collection.DeleteAsync(idsToRemove); - Assert.Empty(await fixture.Collection.GetAsync(idsToRemove).ToArrayAsync()); - } - - // The order of records in the received array is not guaranteed - // to match the order of keys in the requested keys array. - protected SimpleRecord GetRecord(SimpleRecord[] received, TKey key) - => received.Single(r => r.Id!.Equals(key)); -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/DynamicDataModelConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/DynamicDataModelConformanceTests.cs deleted file mode 100644 index 7a65c7c538ce..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/DynamicDataModelConformanceTests.cs +++ /dev/null @@ -1,136 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace VectorData.ConformanceTests.CRUD; - -public abstract class DynamicDataModelConformanceTests(DynamicDataModelFixture fixture) - where TKey : notnull -{ - [ConditionalFact] - public virtual async Task GetAsyncThrowsArgumentNullExceptionForNullKey() - { - // Skip this test for value type keys - if (default(TKey) is not null) - { - return; - } - - ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.GetAsync((TKey)default!)); - Assert.Equal("key", ex.ParamName); - } - - [ConditionalFact] - public virtual async Task GetAsyncReturnsNullForNonExistingKey() - { - TKey key = fixture.GenerateNextKey(); - - Assert.Null(await fixture.Collection.GetAsync(key)); - } - - [ConditionalFact] - public virtual Task GetAsync_WithVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: true); - - [ConditionalFact] - public virtual Task GetAsync_WithoutVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: false); - - private async Task GetAsyncReturnsInsertedRecord(bool includeVectors) - { - var expectedRecord = fixture.TestData[0]; - - var received = await fixture.Collection.GetAsync( - (TKey)expectedRecord[DynamicDataModelFixture.KeyPropertyName]!, - new() { IncludeVectors = includeVectors }); - - AssertEquivalent(expectedRecord, received, includeVectors, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task UpsertAsyncCanInsertNewRecord() - { - var collection = fixture.Collection; - 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()) - }; - - Assert.Null(await collection.GetAsync(expectedKey)); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(expectedKey, new() { IncludeVectors = true }); - AssertEquivalent(inserted, received, includeVectors: true, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task UpsertAsyncCanUpdateExistingRecord() - { - var collection = fixture.Collection; - var existingRecord = fixture.TestData[1]; - var updated = new Dictionary - { - [DynamicDataModelFixture.KeyPropertyName] = existingRecord[DynamicDataModelFixture.KeyPropertyName], - [DynamicDataModelFixture.StringPropertyName] = "different", - [DynamicDataModelFixture.IntegerPropertyName] = 456, - [DynamicDataModelFixture.EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.7f, DynamicDataModelFixture.DimensionCount).ToArray()) - }; - - Assert.NotNull(await collection.GetAsync((TKey)existingRecord[DynamicDataModelFixture.KeyPropertyName]!)); - await collection.UpsertAsync(updated); - - var received = await collection.GetAsync((TKey)existingRecord[DynamicDataModelFixture.KeyPropertyName]!, new() { IncludeVectors = true }); - AssertEquivalent(updated, received, includeVectors: true, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task DeleteAsyncDoesNotThrowForNonExistingKey() - { - TKey key = fixture.GenerateNextKey(); - - await fixture.Collection.DeleteAsync(key); - } - - [ConditionalFact] - public async Task DeleteAsyncDeletesTheRecord() - { - 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]!)); - } - - protected static void AssertEquivalent(Dictionary expected, Dictionary? actual, bool includeVectors, bool compareVectors) - { - Assert.NotNull(actual); - Assert.Equal(expected[DynamicDataModelFixture.KeyPropertyName], actual[DynamicDataModelFixture.KeyPropertyName]); - - Assert.Equal(expected[DynamicDataModelFixture.StringPropertyName], actual[DynamicDataModelFixture.StringPropertyName]); - Assert.Equal(expected[DynamicDataModelFixture.IntegerPropertyName], actual[DynamicDataModelFixture.IntegerPropertyName]); - - if (includeVectors) - { - Assert.Equal( - ((ReadOnlyMemory)expected[DynamicDataModelFixture.EmbeddingPropertyName]!).Length, - ((ReadOnlyMemory)actual[DynamicDataModelFixture.EmbeddingPropertyName]!).Length); - - if (compareVectors) - { - Assert.Equal( - ((ReadOnlyMemory)expected[DynamicDataModelFixture.EmbeddingPropertyName]!).ToArray(), - ((ReadOnlyMemory)actual[DynamicDataModelFixture.EmbeddingPropertyName]!).ToArray()); - } - } - else - { - Assert.False(actual.ContainsKey(DynamicDataModelFixture.EmbeddingPropertyName)); - } - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoDataConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoDataConformanceTests.cs deleted file mode 100644 index 27c128041a68..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoDataConformanceTests.cs +++ /dev/null @@ -1,182 +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.CRUD; - -/// -/// Tests CRUD operations using a model without data fields. -/// -public class NoDataConformanceTests(NoDataConformanceTests.Fixture fixture) where TKey : notnull -{ - [ConditionalFact] - public virtual Task GetAsyncReturnsInsertedRecord_WithVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: true); - - [ConditionalFact] - public virtual Task GetAsyncReturnsInsertedRecord_WithoutVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: false); - - private async Task GetAsyncReturnsInsertedRecord(bool includeVectors) - { - var expectedRecord = fixture.TestData[0]; - - var received = await fixture.Collection.GetAsync(expectedRecord.Id, new() { IncludeVectors = includeVectors }); - - expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual Task UpsertAsyncCanInsertNewRecord_WithVectors() - => this.UpsertAsyncCanInsertNewRecord(includeVectors: true); - - [ConditionalFact] - public virtual Task UpsertAsyncCanInsertNewRecord_WithoutVectors() - => this.UpsertAsyncCanInsertNewRecord(includeVectors: false); - - private async Task UpsertAsyncCanInsertNewRecord(bool includeVectors) - { - var collection = fixture.Collection; - TKey expectedKey = fixture.GenerateNextKey(); - NoDataRecord inserted = new() - { - Id = expectedKey, - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.1f, NoDataRecord.DimensionCount).ToArray()) - }; - - Assert.Null(await collection.GetAsync(expectedKey)); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(expectedKey, new() { IncludeVectors = includeVectors }); - inserted.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual Task UpsertAsyncCanUpdateExistingRecord_WithVectors() - => this.UpsertAsyncCanUpdateExistingRecord(includeVectors: true); - - [ConditionalFact] - public virtual Task UpsertAsyncCanUpdateExistingRecord_WithoutVectors() - => this.UpsertAsyncCanUpdateExistingRecord(includeVectors: false); - - private async Task UpsertAsyncCanUpdateExistingRecord(bool includeVectors) - { - var collection = fixture.Collection; - var existingRecord = fixture.TestData[1]; - NoDataRecord updated = new() - { - Id = existingRecord.Id, - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.25f, NoDataRecord.DimensionCount).ToArray()) - }; - - Assert.NotNull(await collection.GetAsync(existingRecord.Id, new() { IncludeVectors = true })); - await collection.UpsertAsync(updated); - - var received = await collection.GetAsync(existingRecord.Id, new() { IncludeVectors = includeVectors }); - updated.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task DeleteAsyncDeletesTheRecord() - { - var recordToRemove = fixture.TestData[2]; - - Assert.NotNull(await fixture.Collection.GetAsync(recordToRemove.Id, new() { IncludeVectors = true })); - await fixture.Collection.DeleteAsync(recordToRemove.Id); - Assert.Null(await fixture.Collection.GetAsync(recordToRemove.Id)); - } - - /// - /// This class is for testing databases that support having no data fields. - /// - public sealed class NoDataRecord - { - public const int DimensionCount = 3; - - [VectorStoreKey(StorageName = "key")] - public TKey Id { get; set; } = default!; - - [VectorStoreVector(DimensionCount, StorageName = "embedding")] - public ReadOnlyMemory Floats { get; set; } - - public void AssertEqual(NoDataRecord? other, bool includeVectors, bool compareVectors) - { - Assert.NotNull(other); - Assert.Equal(this.Id, other.Id); - - if (includeVectors) - { - Assert.Equal(this.Floats.Span.Length, other.Floats.Span.Length); - - if (compareVectors) - { - Assert.True(this.Floats.Span.SequenceEqual(other.Floats.Span)); - } - } - } - } - - /// - /// Provides data and configuration for a model without data fields. - /// - public abstract class Fixture : VectorStoreCollectionFixture - { - protected override List BuildTestData() => - [ - new() - { - Id = this.GenerateNextKey(), - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.1f, NoDataRecord.DimensionCount).ToArray()) - }, - new() - { - Id = this.GenerateNextKey(), - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.2f, NoDataRecord.DimensionCount).ToArray()) - }, - new() - { - Id = this.GenerateNextKey(), - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.3f, NoDataRecord.DimensionCount).ToArray()) - }, - new() - { - Id = this.GenerateNextKey(), - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.4f, NoDataRecord.DimensionCount).ToArray()) - } - ]; - - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = - [ - new VectorStoreKeyProperty(nameof(NoDataRecord.Id), typeof(TKey)) { StorageName = "key" }, - new VectorStoreVectorProperty(nameof(NoDataRecord.Floats), typeof(ReadOnlyMemory), NoDataRecord.DimensionCount) - { - StorageName = "embedding", - IndexKind = this.IndexKind, - } - ] - }; - - protected override async Task WaitForDataAsync() - { - for (var i = 0; i < 20; i++) - { - var getOptions = new RecordRetrievalOptions { IncludeVectors = true }; - var results = await this.Collection.GetAsync([this.TestData[0].Id, this.TestData[1].Id, this.TestData[2].Id, this.TestData[3].Id], getOptions).ToArrayAsync(); - if (results.Length == 4 && results.All(r => r != null)) - { - return; - } - - await Task.Delay(TimeSpan.FromMilliseconds(100)); - } - - throw new InvalidOperationException("Data did not appear in the collection within the expected time."); - } - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoVectorConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoVectorConformanceTests.cs deleted file mode 100644 index 3e71d0cf5825..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/NoVectorConformanceTests.cs +++ /dev/null @@ -1,170 +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.CRUD; - -/// -/// Tests CRUD operations using a model without a vector. -/// This is only supported by a subset of databases so only extend if applicable for your database. -/// -public class NoVectorConformanceTests(NoVectorConformanceTests.Fixture fixture) where TKey : notnull -{ - [ConditionalFact] - public Task GetAsyncReturnsInsertedRecord_WithVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: true); - - [ConditionalFact] - public Task GetAsyncReturnsInsertedRecord_WithoutVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: false); - - private async Task GetAsyncReturnsInsertedRecord(bool includeVectors) - { - var expectedRecord = fixture.TestData[0]; - - var received = await fixture.Collection.GetAsync(expectedRecord.Id, new() { IncludeVectors = includeVectors }); - - expectedRecord.AssertEqual(received); - } - - [ConditionalFact] - public Task UpsertAsyncCanInsertNewRecord_WithVectors() - => this.UpsertAsyncCanInsertNewRecord(includeVectors: true); - - [ConditionalFact] - public Task UpsertAsyncCanInsertNewRecord_WithoutVectors() - => this.UpsertAsyncCanInsertNewRecord(includeVectors: false); - - private async Task UpsertAsyncCanInsertNewRecord(bool includeVectors) - { - var collection = fixture.Collection; - TKey expectedKey = fixture.GenerateNextKey(); - NoVectorRecord inserted = new() - { - Id = expectedKey, - Text = "some" - }; - - Assert.Null(await collection.GetAsync(expectedKey)); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(expectedKey, new() { IncludeVectors = includeVectors }); - inserted.AssertEqual(received); - } - - [ConditionalFact] - public Task UpsertAsyncCanUpdateExistingRecord_WithVectors() - => this.UpsertAsyncCanUpdateExistingRecord(includeVectors: true); - - [ConditionalFact] - public Task UpsertAsyncCanUpdateExistingRecord__WithoutVectors() - => this.UpsertAsyncCanUpdateExistingRecord(includeVectors: false); - - private async Task UpsertAsyncCanUpdateExistingRecord(bool includeVectors) - { - var collection = fixture.Collection; - var existingRecord = fixture.TestData[1]; - NoVectorRecord updated = new() - { - Id = existingRecord.Id, - Text = "updated" - }; - - Assert.NotNull(await collection.GetAsync(existingRecord.Id)); - await collection.UpsertAsync(updated); - - var received = await collection.GetAsync(existingRecord.Id, new() { IncludeVectors = includeVectors }); - updated.AssertEqual(received); - } - - [ConditionalFact] - public async Task DeleteAsyncDeletesTheRecord() - { - var recordToRemove = fixture.TestData[2]; - - Assert.NotNull(await fixture.Collection.GetAsync(recordToRemove.Id)); - await fixture.Collection.DeleteAsync(recordToRemove.Id); - Assert.Null(await fixture.Collection.GetAsync(recordToRemove.Id)); - } - - /// - /// This class is for testing databases that support having no vector. - /// Not all DBs support this. - /// - public sealed class NoVectorRecord - { - public const int DimensionCount = 3; - - [VectorStoreKey(StorageName = "key")] - public TKey Id { get; set; } = default!; - - [VectorStoreData(StorageName = "text")] - public string? Text { get; set; } - - public void AssertEqual(NoVectorRecord? other) - { - Assert.NotNull(other); - Assert.Equal(this.Id, other.Id); - Assert.Equal(this.Text, other.Text); - } - } - - /// - /// Provides data and configuration for a model without a vector, which is supported by some connectors. - /// - public abstract class Fixture : VectorStoreCollectionFixture - { - protected override List BuildTestData() => - [ - new() - { - Id = this.GenerateNextKey(), - Text = "UsedByGetTests", - }, - new() - { - Id = this.GenerateNextKey(), - Text = "UsedByUpdateTests", - }, - new() - { - Id = this.GenerateNextKey(), - Text = "UsedByDeleteTests", - }, - new() - { - Id = this.GenerateNextKey(), - Text = "UsedByDeleteBatchTests", - } - ]; - - public override VectorStoreCollectionDefinition CreateRecordDefinition() - => new() - { - Properties = - [ - new VectorStoreKeyProperty(nameof(NoVectorRecord.Id), typeof(TKey)) { StorageName = "key" }, - new VectorStoreDataProperty(nameof(NoVectorRecord.Text), typeof(string)) { IsIndexed = true, StorageName = "text" }, - ] - }; - - protected override async Task WaitForDataAsync() - { - for (var i = 0; i < 20; i++) - { - var results = await this.Collection.GetAsync([this.TestData[0].Id, this.TestData[1].Id, this.TestData[2].Id, this.TestData[3].Id]).ToArrayAsync(); - if (results.Length == 4 && results.All(r => r != null)) - { - return; - } - - await Task.Delay(TimeSpan.FromMilliseconds(100)); - } - - throw new InvalidOperationException("Data did not appear in the collection within the expected time."); - } - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/RecordConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/RecordConformanceTests.cs deleted file mode 100644 index 0f41b93ccc4c..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/CRUD/RecordConformanceTests.cs +++ /dev/null @@ -1,107 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Models; -using VectorData.ConformanceTests.Support; -using VectorData.ConformanceTests.Xunit; -using Xunit; - -namespace VectorData.ConformanceTests.CRUD; - -public class RecordConformanceTests(SimpleModelFixture fixture) where TKey : notnull -{ - [ConditionalFact] - public virtual async Task GetAsyncThrowsArgumentNullExceptionForNullKey() - { - // Skip this test for value type keys - if (default(TKey) is not null) - { - return; - } - - ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.GetAsync((TKey)default!)); - Assert.Equal("key", ex.ParamName); - } - - [ConditionalFact] - public virtual async Task GetAsyncReturnsNullForNonExistingKey() - { - TKey key = fixture.GenerateNextKey(); - - Assert.Null(await fixture.Collection.GetAsync(key)); - } - - [ConditionalFact] - public virtual Task GetAsync_WithVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: true); - - [ConditionalFact] - public virtual Task GetAsync_WithoutVectors() - => this.GetAsyncReturnsInsertedRecord(includeVectors: false); - - private async Task GetAsyncReturnsInsertedRecord(bool includeVectors) - { - var expectedRecord = fixture.TestData[0]; - - var received = await fixture.Collection.GetAsync(expectedRecord.Id, new() { IncludeVectors = includeVectors }); - - expectedRecord.AssertEqual(received, includeVectors, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task UpsertAsyncCanInsertNewRecord() - { - var collection = fixture.Collection; - TKey expectedKey = fixture.GenerateNextKey(); - SimpleRecord inserted = new() - { - Id = expectedKey, - Text = "some", - Number = 123, - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.1f, SimpleRecord.DimensionCount).ToArray()) - }; - - Assert.Null(await collection.GetAsync(expectedKey)); - await collection.UpsertAsync(inserted); - - var received = await collection.GetAsync(expectedKey, new() { IncludeVectors = true }); - inserted.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task UpsertAsyncCanUpdateExistingRecord() - { - var collection = fixture.Collection; - var existingRecord = fixture.TestData[1]; - SimpleRecord updated = new() - { - Id = existingRecord.Id, - Text = "updated", - Number = 456, - Floats = new ReadOnlyMemory(Enumerable.Repeat(0.25f, SimpleRecord.DimensionCount).ToArray()) - }; - - Assert.NotNull(await collection.GetAsync(existingRecord.Id)); - await collection.UpsertAsync(updated); - - var received = await collection.GetAsync(existingRecord.Id, new() { IncludeVectors = true }); - updated.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); - } - - [ConditionalFact] - public virtual async Task DeleteAsyncDoesNotThrowForNonExistingKey() - { - TKey key = fixture.GenerateNextKey(); - - await fixture.Collection.DeleteAsync(key); - } - - [ConditionalFact] - public virtual async Task DeleteAsyncDeletesTheRecord() - { - var recordToRemove = fixture.TestData[2]; - - Assert.NotNull(await fixture.Collection.GetAsync(recordToRemove.Id)); - await fixture.Collection.DeleteAsync(recordToRemove.Id); - Assert.Null(await fixture.Collection.GetAsync(recordToRemove.Id)); - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Collections/CollectionConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs similarity index 95% rename from dotnet/test/VectorData/VectorData.ConformanceTests/Collections/CollectionConformanceTests.cs rename to dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs index c7eb4f7ac4ca..56a53797a117 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Collections/CollectionConformanceTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/CollectionManagementTests.cs @@ -6,9 +6,9 @@ using VectorData.ConformanceTests.Xunit; using Xunit; -namespace VectorData.ConformanceTests.Collections; +namespace VectorData.ConformanceTests; -public abstract class CollectionConformanceTests(VectorStoreFixture fixture) : IAsyncLifetime +public abstract class CollectionManagementTests(VectorStoreFixture fixture) : IAsyncLifetime where TKey : notnull { public Task InitializeAsync() @@ -97,7 +97,7 @@ public virtual VectorStoreCollectionDefinition CreateRecordDefinition() { Properties = [ - new VectorStoreKeyProperty(nameof(SimpleRecord.Id), typeof(TKey)) { StorageName = "key" }, + 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 } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs index a17c95f28c43..e693f492f137 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/DataTypeTests.cs @@ -551,9 +551,8 @@ public virtual IList GetDataProperties() public abstract class DataTypeTests() where TKey : notnull { - public class RecordBase + public class RecordBase : TestRecord { - public TKey Key { get; set; } = default!; public float[] Vector { get; set; } = default!; } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs index 60b562d60d6b..276dcafe1eff 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/EmbeddingGenerationTests.cs @@ -340,9 +340,8 @@ public virtual async Task GetAsync_enumerable_with_IncludeVectors_throws() #region Support - public class Record + public class Record : TestRecord { - public TKey Key { get; set; } = default!; public string? Embedding { get; set; } public int Counter { get; set; } @@ -373,9 +372,8 @@ public class RecordWithCustomerVectorProperty public string? Text { get; set; } } - public class RecordWithRomOfFloatVectorProperty + public class RecordWithRomOfFloatVectorProperty : TestRecord { - public TKey Key { get; set; } = default!; public ReadOnlyMemory Embedding { get; set; } public int Counter { get; set; } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicQueryTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicQueryTests.cs deleted file mode 100644 index 9bdf37950e79..000000000000 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicQueryTests.cs +++ /dev/null @@ -1,42 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using System.Linq.Expressions; - -namespace VectorData.ConformanceTests.Filter; - -public abstract class BasicQueryTests(BasicQueryTests.QueryFixture fixture) - : BasicFilterTests(fixture) where TKey : notnull -{ - protected override async Task> GetRecords(Expression> filter, int top, ReadOnlyMemory vector) - => (await fixture.Collection.GetAsync(filter, top).ToListAsync()).OrderBy(r => r.Key).ToList(); - - protected override async Task>> GetDynamicRecords(Expression, bool>> dynamicFilter, int top, ReadOnlyMemory vector) - => (await fixture.DynamicCollection.GetAsync(dynamicFilter, top).ToListAsync()).OrderBy(r => r[nameof(FilterRecord.Key)]!).ToList(); - - [Obsolete("Not used by derived types")] - public sealed override Task Legacy_And() => Task.CompletedTask; - - [Obsolete("Not used by derived types")] - public sealed override Task Legacy_equality() => Task.CompletedTask; - - [Obsolete("Not used by derived types")] - public sealed override Task Legacy_AnyTagEqualTo_array() => Task.CompletedTask; - - [Obsolete("Not used by derived types")] - public sealed override Task Legacy_AnyTagEqualTo_List() => Task.CompletedTask; - - public abstract class QueryFixture : BasicFilterTests.Fixture - { - private static readonly Random s_random = new(); - - public override string CollectionName => "QueryTests"; - - /// - /// Use random vectors to make sure that the values don't matter for GetAsync. - /// - protected override ReadOnlyMemory GetVector(int count) -#pragma warning disable CA5394 // Do not use insecure randomness - => new(Enumerable.Range(0, count).Select(_ => (float)s_random.NextDouble()).ToArray()); -#pragma warning restore CA5394 // Do not use insecure randomness - } -} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs similarity index 92% rename from dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs rename to dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs index 38cb61bb5af4..62de8da12ff3 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Filter/BasicFilterTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/FilterTests.cs @@ -10,9 +10,9 @@ #pragma warning disable CS0252 // Possible unintended reference comparison; left hand side needs cast #pragma warning disable RCS1098 // Constant values should be placed on right side of comparisons -namespace VectorData.ConformanceTests.Filter; +namespace VectorData.ConformanceTests; -public abstract class BasicFilterTests(BasicFilterTests.Fixture fixture) +public abstract class FilterTests(FilterTests.Fixture fixture) where TKey : notnull { #region Equality @@ -46,8 +46,10 @@ public virtual async Task Equal_with_string_sql_injection_in_name() if (fixture.TestDynamic) { await Assert.ThrowsAsync( - () => this.GetDynamicRecords(r => r["String = \"not\"; DROP TABLE FilterTests;"] == "", - fixture.TestData.Count, new ReadOnlyMemory([1, 2, 3]))); + async () => await fixture.DynamicCollection.SearchAsync( + new ReadOnlyMemory([1, 2, 3]), + top: 1, + new() { Filter = r => r["String = \"not\"; DROP TABLE FilterTests;"] == "" }).ToListAsync()); } } @@ -472,22 +474,6 @@ public virtual Task Legacy_AnyTagEqualTo_List() #endregion Legacy filter support - protected virtual async Task> GetRecords( - Expression> filter, int top, ReadOnlyMemory vector) - => await fixture.Collection.SearchAsync( - vector, - top: top, - new() { Filter = filter }) - .Select(r => r.Record).OrderBy(r => r.Key).ToListAsync(); - - protected virtual async Task>> GetDynamicRecords( - Expression, bool>> dynamicFilter, int top, ReadOnlyMemory vector) - => await fixture.DynamicCollection.SearchAsync( - vector, - top: top, - new() { Filter = dynamicFilter }) - .Select(r => r.Record).OrderBy(r => r[nameof(FilterRecord.Key)]).ToListAsync(); - protected virtual async Task TestFilterAsync( Expression> filter, Expression, bool>> dynamicFilter, @@ -516,7 +502,13 @@ protected virtual async Task TestFilterAsync( // Execute the query against the vector store, once using the strongly typed filter // and once using the dynamic filter - var actual = await this.GetRecords(filter, fixture.TestData.Count, new ReadOnlyMemory([1, 2, 3])); + var actual = await fixture.Collection.SearchAsync( + new ReadOnlyMemory([1, 2, 3]), + top: fixture.TestData.Count, + new() { Filter = filter }) + .Select(r => r.Record) + .OrderBy(r => r.Key) + .ToListAsync(); if (actual.Count != expected.Count) { @@ -530,7 +522,13 @@ protected virtual async Task TestFilterAsync( if (fixture.TestDynamic) { - var dynamicActual = await this.GetDynamicRecords(dynamicFilter, fixture.TestData.Count, new ReadOnlyMemory([1, 2, 3])); + var dynamicActual = await fixture.DynamicCollection.SearchAsync( + new ReadOnlyMemory([1, 2, 3]), + top: fixture.TestData.Count, + new() { Filter = dynamicFilter }) + .Select(r => r.Record) + .OrderBy(r => r[nameof(FilterRecord.Key)]) + .ToListAsync(); if (dynamicActual.Count != expected.Count) { @@ -578,9 +576,8 @@ protected virtual async Task TestLegacyFilterAsync( } } - public class FilterRecord + public class FilterRecord : TestRecord { - public TKey Key { get; set; } = default!; public ReadOnlyMemory? Vector { get; set; } public int Int { get; set; } @@ -597,11 +594,6 @@ public abstract class Fixture : VectorStoreCollectionFixture public virtual string SpecialCharactersText => """>with $om[ specia]"chara GetVector(int count) - // All records have the same vector - this fixture is about testing criteria filtering only - // Derived types may override this to provide different vectors for different records. - => new(Enumerable.Range(1, count).Select(i => (float)i).ToArray()); - public virtual VectorStoreCollection> DynamicCollection { get; protected set; } = null!; public virtual bool TestDynamic => true; @@ -639,6 +631,9 @@ public override VectorStoreCollectionDefinition CreateRecordDefinition() protected override List BuildTestData() { + // All records have the same vector - this fixture is about testing criteria filtering only + var vector = new ReadOnlyMemory([1, 2, 3]); + return [ new() @@ -650,7 +645,7 @@ protected override List BuildTestData() Int2 = 80, StringArray = ["x", "y"], StringList = ["x", "y"], - Vector = this.GetVector(3) + Vector = vector }, new() { @@ -661,7 +656,7 @@ protected override List BuildTestData() Int2 = 90, StringArray = ["a", "b"], StringList = ["a", "b"], - Vector = this.GetVector(3) + Vector = vector }, new() { @@ -672,7 +667,7 @@ protected override List BuildTestData() Int2 = 9, StringArray = ["x"], StringList = ["x"], - Vector = this.GetVector(3) + Vector = vector }, new() { @@ -683,7 +678,7 @@ protected override List BuildTestData() Int2 = 100, StringArray = ["x", "y", "z"], StringList = ["x", "y", "z"], - Vector = this.GetVector(3) + Vector = vector }, new() { @@ -694,7 +689,7 @@ protected override List BuildTestData() Int2 = 101, StringArray = ["y", "z"], StringList = ["y", "z"], - Vector = this.GetVector(3) + Vector = vector } ]; } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/HybridSearch/KeywordVectorizedHybridSearchComplianceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/HybridSearch/KeywordVectorizedHybridSearchComplianceTests.cs index d27b3f4fe6aa..451ff2bcd00f 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/HybridSearch/KeywordVectorizedHybridSearchComplianceTests.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/HybridSearch/KeywordVectorizedHybridSearchComplianceTests.cs @@ -142,10 +142,8 @@ public async Task SearchWithMultiTextRecordSearchesRequestedFieldAsync() Assert.Equal(2, results2[1].Record.Code); } - public sealed class VectorAndStringRecord + public sealed class VectorAndStringRecord : TestRecord { - public TRecordKey Key { get; set; } = default!; - public string Text { get; set; } = string.Empty; public int Code { get; set; } @@ -153,10 +151,8 @@ public sealed class VectorAndStringRecord public ReadOnlyMemory Vector { get; set; } } - public sealed class MultiTextStringRecord + public sealed class MultiTextStringRecord : TestRecord { - public TRecordKey Key { get; set; } = default!; - public string Text1 { get; set; } = string.Empty; public string Text2 { get; set; } = string.Empty; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs new file mode 100644 index 000000000000..22a70438d16c --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/BasicModelTests.cs @@ -0,0 +1,485 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests.ModelTests; + +public abstract class BasicModelTests(BasicModelTests.Fixture fixture) : IAsyncLifetime + where TKey : notnull +{ + #region Get + + [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); + } + + [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.Key); + + var received = await this.Collection.GetAsync(ids, new() { IncludeVectors = includeVectors }).ToArrayAsync(); + + foreach (var record in expectedRecords) + { + record.AssertEqual( + received.Single(r => r.Key.Equals(record.Key)), + includeVectors, + fixture.TestStore.VectorsComparable); + } + } + + [ConditionalFact] + public virtual async Task GetAsync_throws_for_null_key() + { + // Skip this test for value type keys + if (default(TKey) is not null) + { + return; + } + + ArgumentNullException ex = await Assert.ThrowsAsync(() => this.Collection.GetAsync((TKey)default!)); + Assert.Equal("key", ex.ParamName); + } + + [ConditionalFact] + public virtual async Task GetAsync_throws_for_null_keys() + { + ArgumentNullException ex = await Assert.ThrowsAsync(() => this.Collection.GetAsync(keys: null!).ToArrayAsync().AsTask()); + Assert.Equal("keys", ex.ParamName); + } + + [ConditionalFact] + public virtual async Task GetAsync_returns_null_for_missing_key() + { + TKey key = fixture.GenerateNextKey(); + + Assert.Null(await this.Collection.GetAsync(key)); + } + + [ConditionalFact] + public virtual async Task GetAsync_returns_empty_for_empty_keys() + { + Assert.Empty(await this.Collection.GetAsync([]).ToArrayAsync()); + } + + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task GetAsync_with_filter(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var results = await this.Collection.GetAsync( + r => r.Number == 1, + top: 2, + new() { IncludeVectors = includeVectors }) + .ToListAsync(); + + var receivedRecord = Assert.Single(results); + expectedRecord.AssertEqual(receivedRecord, includeVectors, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_by_true() + { + Assert.True(fixture.TestData.Count < 100); + + var count = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + + Assert.Equal(fixture.TestData.Count, count); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_OrderBy() + { + var ascendingNumbers = fixture.TestData.Where(r => r.Number > 1).OrderBy(r => r.Number).Take(2).Select(r => r.Number).ToList(); + var descendingNumbers = fixture.TestData.Where(r => r.Number > 1).OrderByDescending(r => r.Number).Take(2).Select(r => r.Number).ToList(); + + // Make sure the actual results are different for ascending/descending, otherwise the test is meaningless + Assert.NotEqual(ascendingNumbers, descendingNumbers); + + var results = await this.Collection.GetAsync( + r => r.Number > 1, + top: 2, + new() { OrderBy = o => o.Ascending(r => r.Number) }) + .Select(r => r.Number) + .ToListAsync(); + + Assert.Equal(ascendingNumbers, results); + + results = await this.Collection.GetAsync( + r => r.Number > 1, + top: 2, + new() { OrderBy = o => o.Descending(r => r.Number) }) + .Select(r => r.Number) + .ToListAsync(); + + Assert.Equal(descendingNumbers, results); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var ascendingNumbers = fixture.TestData + .OrderByDescending(r => r.Text) + .ThenBy(r => r.Number) + .Take(2).Select(r => r.Number).ToList(); + var descendingNumbers = fixture.TestData + .OrderByDescending(r => r.Text) + .ThenByDescending(r => r.Number) + .Take(2) + .Select(r => r.Number) + .ToList(); + + // Make sure the actual results are different for ascending/descending, otherwise the test is meaningless + Assert.NotEqual(ascendingNumbers, descendingNumbers); + + var results = await this.Collection.GetAsync( + r => true, + top: 2, + new() { OrderBy = o => o.Descending(r => r.Text).Ascending(r => r.Number) }) + .Select(r => r.Number) + .ToListAsync(); + + Assert.Equal(ascendingNumbers, results); + + results = await this.Collection.GetAsync( + r => true, + top: 2, + new() { OrderBy = o => o.Descending(r => r.Text).Descending(r => r.Number) }) + .Select(r => r.Number) + .ToListAsync(); + + Assert.Equal(descendingNumbers, results); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_OrderBy_and_Skip() + { + var results = await this.Collection.GetAsync( + r => r.Number > 1, + top: 2, + new() { OrderBy = o => o.Ascending(r => r.Number), Skip = 1 }) + .Select(r => r.Number) + .ToListAsync(); + + Assert.Equal( + fixture.TestData.Where(r => r.Number > 1).OrderBy(r => r.Number).Skip(1).Take(2).Select(r => r.Number), + results); + } + + #endregion Get + + #region Upsert + + [ConditionalFact] + public virtual async Task Insert_single_record() + { + TKey expectedKey = fixture.GenerateNextKey(); + Record inserted = new() + { + Key = expectedKey, + Text = "New record", + Number = 123, + Floats = 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); + + await fixture.TestStore.WaitForDataAsync(this.Collection, recordCount: fixture.TestData.Count + 1); + } + + [ConditionalFact] + public virtual async Task Update_single_record() + { + var existingRecord = fixture.TestData[1]; + Record updated = new() + { + Key = existingRecord.Key, + Text = "Updated record", + Number = 456, + Floats = new([10, 0, 0]) + }; + + Assert.NotNull(await this.Collection.GetAsync(existingRecord.Key)); + await this.Collection.UpsertAsync(updated); + + var received = await this.Collection.GetAsync(existingRecord.Key, new() { IncludeVectors = true }); + updated.AssertEqual(received, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task Insert_multiple_records() + { + Record[] newRecords = + [ + new() + { + Key = fixture.GenerateNextKey(), + Number = 100, + Text = "New record 1", + Floats = new([10, 0, 1]) + }, + new() + { + Key = fixture.GenerateNextKey(), + Number = 101, + Text = "New record 2", + Floats = new([10, 0, 2]) + }, + ]; + + var keys = newRecords.Select(record => record.Key).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.Number), + r => newRecords[0].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable), + r => newRecords[1].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable)); + } + + [ConditionalFact] + public virtual async Task Update_multiple_records() + { + Record[] existingRecords = + [ + new() + { + Key = fixture.TestData[0].Key, + Number = 101, + Text = "Updated record 1", + Floats = new([10, 0, 1]) + }, + new() + { + Key = fixture.TestData[1].Key, + Number = 102, + Text = "Updated record 2", + Floats = new([10, 0, 2]) + } + ]; + + await this.Collection.UpsertAsync(existingRecords); + + var keys = existingRecords.Select(record => record.Key).ToArray(); + var received = await this.Collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); + + Assert.Collection( + received.OrderBy(r => r.Number), + r => existingRecords[0].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable), + r => existingRecords[1].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable)); + } + + [ConditionalFact] + public virtual async Task Insert_and_update_in_same_batch() + { + Record[] records = + [ + new() + { + Key = fixture.GenerateNextKey(), + Number = 101, + Text = "New record", + Floats = new([10, 0, 1]) + }, + new() + { + Key = fixture.TestData[0].Key, + Number = 102, + Text = "Updated record", + Floats = new([10, 0, 2]) + }, + ]; + + await this.Collection.UpsertAsync(records); + + var keys = records.Select(record => record.Key).ToArray(); + var received = await this.Collection.GetAsync(keys, new() { IncludeVectors = true }).ToArrayAsync(); + + Assert.Collection( + received.OrderBy(r => r.Number), + r => records[0].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable), + r => records[1].AssertEqual(r, includeVectors: true, fixture.TestStore.VectorsComparable)); + } + + [ConditionalFact] + public virtual async Task UpsertAsync_throws_for_null_batch() + { + ArgumentNullException ex = await Assert.ThrowsAsync(() => this.Collection.UpsertAsync(records: null!)); + Assert.Equal("records", ex.ParamName); + } + + [ConditionalFact] + public virtual async Task UpsertAsync_does_nothing_for_empty_batch() + { + Assert.True(fixture.TestData.Count < 100); + + var beforeCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + await this.Collection.UpsertAsync([]); + var afterCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + + Assert.Equal(afterCount, beforeCount); + } + + #endregion Upsert + + #region Delete + + [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 Delete_multiple_records() + { + TKey[] keysToRemove = [fixture.TestData[0].Key, fixture.TestData[1].Key]; + + await this.Collection.DeleteAsync(keysToRemove); + Assert.Empty(await this.Collection.GetAsync(keysToRemove).ToArrayAsync()); + } + + [ConditionalFact] + public virtual async Task DeleteAsync_does_nothing_for_non_existing_key() + { + var beforeCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + await this.Collection.DeleteAsync(fixture.GenerateNextKey()); + var afterCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + + Assert.Equal(afterCount, beforeCount); + } + + [ConditionalFact] + public virtual async Task DeleteAsync_does_nothing_for_empty_batch() + { + var beforeCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + await this.Collection.DeleteAsync([]); + var afterCount = await this.Collection.GetAsync(r => true, top: 100).CountAsync(); + + Assert.Equal(afterCount, beforeCount); + } + + [ConditionalFact] + public virtual async Task DeleteAsync_throws_for_null_keys() + { + ArgumentNullException ex = await Assert.ThrowsAsync(() => this.Collection.DeleteAsync(keys: null!)); + Assert.Equal("keys", ex.ParamName); + } + + #endregion Delete + + protected VectorStoreCollection Collection => fixture.Collection; + + public abstract class Fixture : VectorStoreCollectionFixture + { + public override string CollectionName => "BasicModelTests"; + + protected override List BuildTestData() => + [ + new() + { + Key = this.GenerateNextKey(), + Number = 1, + Text = "foo", + Floats = new([1, 2, 3]) + }, + new() + { + Key = this.GenerateNextKey(), + Number = 2, + Text = "bar", + Floats = new([1, 2, 4]) + }, + new() + { + Key = this.GenerateNextKey(), + Number = 3, + Text = "foo", // identical text as above + Floats = new([1, 2, 5]) + } + ]; + + public override VectorStoreCollectionDefinition CreateRecordDefinition() + => new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(Record.Key), typeof(TKey)), + new VectorStoreVectorProperty(nameof(Record.Floats), typeof(ReadOnlyMemory), 3) + { + DistanceFunction = this.DistanceFunction, + IndexKind = this.IndexKind + }, + + new VectorStoreDataProperty(nameof(Record.Number), typeof(int)) { IsIndexed = true }, + new VectorStoreDataProperty(nameof(Record.Text), typeof(string)) { IsIndexed = true }, + ] + }; + } + + public sealed class Record : TestRecord + { + [VectorStoreData(StorageName = "text")] + public string? Text { get; set; } + + [VectorStoreData(StorageName = "number")] + public int Number { get; set; } + + [VectorStoreVector(Dimensions: 3, StorageName = "embedding")] + public ReadOnlyMemory Floats { get; set; } + + public void AssertEqual(Record? 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}"; + } + + 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/DynamicModelTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs new file mode 100644 index 000000000000..e27fac2eefe8 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/DynamicModelTests.cs @@ -0,0 +1,408 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; +using VectorData.ConformanceTests.Xunit; +using Xunit; + +namespace VectorData.ConformanceTests.ModelTests; + +public abstract class DynamicModelTests(DynamicModelTests.Fixture fixture) : IAsyncLifetime + where TKey : notnull +{ + #region Get + + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task GetAsync_single_record(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var received = await fixture.Collection.GetAsync( + (TKey)expectedRecord[DynamicDataModelFixture.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); + // } + // } + + [ConditionalFact] + public virtual async Task GetAsync_throws_for_null_key() + { + // Skip this test for value type keys + if (default(TKey) is not null) + { + return; + } + + ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.GetAsync((TKey)default!)); + Assert.Equal("key", ex.ParamName); + } + + [ConditionalFact] + public virtual async Task GetAsync_throws_for_null_keys() + { + ArgumentNullException ex = await Assert.ThrowsAsync(() => fixture.Collection.GetAsync(keys: null!).ToArrayAsync().AsTask()); + Assert.Equal("keys", ex.ParamName); + } + + [ConditionalFact] + public virtual async Task GetAsync_returns_null_for_missing_key() + { + TKey key = fixture.GenerateNextKey(); + + Assert.Null(await fixture.Collection.GetAsync(key)); + } + + [ConditionalFact] + public virtual async Task GetAsync_returns_empty_for_empty_keys() + { + Assert.Empty(await fixture.Collection.GetAsync([]).ToArrayAsync()); + } + + [ConditionalTheory, MemberData(nameof(IncludeVectorsData))] + public virtual async Task GetAsync_with_filter(bool includeVectors) + { + var expectedRecord = fixture.TestData[0]; + + var results = await fixture.Collection.GetAsync( + r => (int)r[IntegerPropertyName]! == 1, + top: 2, + new() { IncludeVectors = includeVectors }) + .ToListAsync(); + + var receivedRecord = Assert.Single(results); + AssertEquivalent(expectedRecord, receivedRecord, includeVectors, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_by_true() + { + var count = await fixture.Collection.GetAsync(r => true, top: 100).CountAsync(); + Assert.Equal(fixture.TestData.Count, count); + Assert.True(count < 100); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_OrderBy() + { + var ascendingNumbers = fixture.TestData + .Where(r => (int)r[IntegerPropertyName]! > 1) + .OrderBy(r => r[IntegerPropertyName]) + .Take(2) + .Select(r => (int)r[IntegerPropertyName]!) + .ToList(); + + var descendingNumbers = fixture.TestData + .Where(r => (int)r[IntegerPropertyName]! > 1) + .OrderByDescending(r => r[IntegerPropertyName]) + .Take(2) + .Select(r => (int)r[IntegerPropertyName]!) + .ToList(); + + // Make sure the actual results are different for ascending/descending, otherwise the test is meaningless + Assert.NotEqual(ascendingNumbers, descendingNumbers); + + // Finally, query once with ascending and once with descending, comparing against the expected results above. + var results = await fixture.Collection.GetAsync( + r => (int)r[IntegerPropertyName]! > 1, + top: 2, + new() { OrderBy = o => o.Ascending(r => r[IntegerPropertyName]) }) + .Select(r => (int)r[IntegerPropertyName]!) + .ToListAsync(); + + Assert.Equal(ascendingNumbers, results); + + results = await fixture.Collection.GetAsync( + r => (int)r[IntegerPropertyName]! > 1, + top: 2, + new() { OrderBy = o => o.Descending(r => r[IntegerPropertyName]) }) + .Select(r => (int)r[IntegerPropertyName]!) + .ToListAsync(); + + Assert.Equal(descendingNumbers, results); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_multiple_OrderBys() + { + var ascendingNumbers = fixture.TestData + .OrderByDescending(r => r[StringPropertyName]) + .ThenBy(r => r[IntegerPropertyName]) + .Take(2) + .Select(r => (int)r[IntegerPropertyName]!) + .ToList(); + + var descendingNumbers = fixture.TestData + .OrderByDescending(r => r[StringPropertyName]) + .ThenByDescending(r => r[IntegerPropertyName]) + .Take(2) + .Select(r => (int)r[IntegerPropertyName]!) + .ToList(); + + // Make sure the actual results are different for ascending/descending, otherwise the test is meaningless + Assert.NotEqual(ascendingNumbers, descendingNumbers); + + var results = await fixture.Collection.GetAsync( + r => true, + top: 2, + new() { OrderBy = o => o.Descending(r => r[StringPropertyName]).Ascending(r => r[IntegerPropertyName]) }) + .Select(r => (int)r[IntegerPropertyName]!) + .ToListAsync(); + + Assert.Equal(ascendingNumbers, results); + + results = await fixture.Collection.GetAsync( + r => true, + top: 2, + new() { OrderBy = o => o.Descending(r => r[StringPropertyName]).Descending(r => r[IntegerPropertyName]) }) + .Select(r => (int)r[IntegerPropertyName]!) + .ToListAsync(); + + Assert.Equal(descendingNumbers, results); + } + + [ConditionalFact] + public virtual async Task GetAsync_with_filter_and_OrderBy_and_Skip() + { + var results = await fixture.Collection.GetAsync( + r => (int)r[IntegerPropertyName]! > 1, + top: 2, + new() { OrderBy = o => o.Ascending(r => r[IntegerPropertyName]), Skip = 1 }) + .Select(r => (int)r[IntegerPropertyName]!) + .ToListAsync(); + + Assert.Equal( + fixture.TestData + .Where(r => (int)r[IntegerPropertyName]! > 1) + .OrderBy(r => r[IntegerPropertyName]) + .Skip(1) + .Take(2) + .Select(r => (int)r[IntegerPropertyName]!), + results); + } + + #endregion Get + + #region Upsert + + [ConditionalFact] + 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()) + }; + + Assert.Null(await this.Collection.GetAsync(expectedKey)); + await this.Collection.UpsertAsync(inserted); + + var received = await this.Collection.GetAsync(expectedKey, new() { IncludeVectors = true }); + AssertEquivalent(inserted, received, includeVectors: true, fixture.TestStore.VectorsComparable); + } + + [ConditionalFact] + public virtual async Task Update_single_record() + { + var existingRecord = fixture.TestData[1]; + var updated = new Dictionary + { + [KeyPropertyName] = existingRecord[KeyPropertyName], + [StringPropertyName] = "different", + [IntegerPropertyName] = 456, + [EmbeddingPropertyName] = new ReadOnlyMemory(Enumerable.Repeat(0.7f, 3).ToArray()) + }; + + Assert.NotNull(await this.Collection.GetAsync((TKey)existingRecord[KeyPropertyName]!)); + await this.Collection.UpsertAsync(updated); + + var received = await this.Collection.GetAsync((TKey)existingRecord[KeyPropertyName]!, new() { IncludeVectors = true }); + 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()); + // } + + #endregion Upsert + + #region Delete + + [ConditionalFact] + 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]!)); + } + + // TODO: https://github.com/microsoft/semantic-kernel/issues/13303 + // [ConditionalFact] + // public virtual async Task Delete_multiple_records() + // { + // TKey[] keysToRemove = [(TKey)fixture.TestData[0][KeyPropertyName]!, (TKey)fixture.TestData[1][KeyPropertyName]!]; + + // await this.Collection.DeleteAsync(keysToRemove); + // Assert.Empty(await this.Collection.GetAsync(keysToRemove).ToArrayAsync()); + + // Assert.Equal(fixture.TestData.Count - 2, await this.GetRecordCount()); + // } + + [ConditionalFact] + public virtual async Task DeleteAsync_does_nothing_for_non_existing_key() + { + TKey key = fixture.GenerateNextKey(); + + await fixture.Collection.DeleteAsync(key); + } + + #endregion Delete + + protected static void AssertEquivalent(Dictionary expected, Dictionary? actual, bool includeVectors, bool compareVectors) + { + Assert.NotNull(actual); + Assert.Equal(expected[KeyPropertyName], actual[KeyPropertyName]); + + Assert.Equal(expected[StringPropertyName], actual[StringPropertyName]); + Assert.Equal(expected[IntegerPropertyName], actual[IntegerPropertyName]); + + if (includeVectors) + { + Assert.Equal( + ((ReadOnlyMemory)expected[EmbeddingPropertyName]!).Length, + ((ReadOnlyMemory)actual[EmbeddingPropertyName]!).Length); + + if (compareVectors) + { + Assert.Equal( + ((ReadOnlyMemory)expected[EmbeddingPropertyName]!).ToArray(), + ((ReadOnlyMemory)actual[EmbeddingPropertyName]!).ToArray()); + } + } + else + { + Assert.False(actual.ContainsKey(EmbeddingPropertyName)); + } + } + + public const string KeyPropertyName = "key"; + public const string StringPropertyName = "text"; + public const string IntegerPropertyName = "integer"; + public const string EmbeddingPropertyName = "embedding"; + + protected VectorStoreCollection> Collection => fixture.Collection; + + public abstract class Fixture : DynamicVectorStoreCollectionFixture + { + public override string CollectionName => "DynamicModelTests"; + protected override string KeyPropertyName => DynamicModelTests.KeyPropertyName; + + protected override VectorStoreCollection> GetCollection() + => this.TestStore.DefaultVectorStore.GetDynamicCollection(this.CollectionName, this.CreateRecordDefinition()); + + public override VectorStoreCollectionDefinition CreateRecordDefinition() + => new() + { + Properties = + [ + 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) + { + DistanceFunction = this.DistanceFunction, + IndexKind = this.IndexKind + } + ] + }; + + protected override List> BuildTestData() => + [ + new() + { + [this.KeyPropertyName] = this.GenerateNextKey(), + [StringPropertyName] = "foo", + [IntegerPropertyName] = 1, + [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 3]) + }, + new() + { + [this.KeyPropertyName] = this.GenerateNextKey(), + [StringPropertyName] = "bar", + [IntegerPropertyName] = 2, + [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 4]) + }, + new() + { + [this.KeyPropertyName] = this.GenerateNextKey(), + [StringPropertyName] = "foo", // identical text as above + [IntegerPropertyName] = 3, + [EmbeddingPropertyName] = new ReadOnlyMemory([1, 2, 5]) + } + ]; + } + + 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 new file mode 100644 index 000000000000..2cd30efb41dd --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoDataModelTests.cs @@ -0,0 +1,115 @@ +// 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 without data fields, only a key and an embedding. +/// +public class NoDataModelTests(NoDataModelTests.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(); + NoDataRecord inserted = new() + { + Key = expectedKey, + Floats = 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)); + } + + protected VectorStoreCollection Collection => fixture.Collection; + + public abstract class Fixture : VectorStoreCollectionFixture + { + public override string CollectionName => "NoDataModelTests"; + + protected override List BuildTestData() => + [ + new() + { + Key = this.GenerateNextKey(), + Floats = new([1, 2, 3]) + }, + new() + { + Key = this.GenerateNextKey(), + Floats = new([1, 2, 4]) + } + ]; + + public override VectorStoreCollectionDefinition CreateRecordDefinition() + => new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(NoDataRecord.Key), typeof(TKey)), + new VectorStoreVectorProperty(nameof(NoDataRecord.Floats), typeof(ReadOnlyMemory), 3) + { + IndexKind = this.IndexKind + } + ] + }; + } + + public sealed class NoDataRecord : TestRecord + { + [VectorStoreVector(Dimensions: 3, StorageName = "embedding")] + public ReadOnlyMemory Floats { get; set; } + + public void AssertEqual(NoDataRecord? other, bool includeVectors, bool compareVectors) + { + Assert.NotNull(other); + Assert.Equal(this.Key, other.Key); + + if (includeVectors) + { + Assert.Equal(this.Floats.Span.Length, other.Floats.Span.Length); + + if (compareVectors) + { + Assert.True(this.Floats.Span.SequenceEqual(other.Floats.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/NoVectorConformanceTests.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs new file mode 100644 index 000000000000..e6bdb6a8e652 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/ModelTests/NoVectorConformanceTests.cs @@ -0,0 +1,121 @@ +// 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 operations using a model without a vector. +/// This is only supported by a subset of databases so only extend if applicable for your database. +/// +public class NoVectorModelTests(NoVectorModelTests.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); + } + + [ConditionalFact] + public virtual async Task Insert_single_record() + { + TKey expectedKey = fixture.GenerateNextKey(); + NoVectorRecord inserted = new() + { + Key = expectedKey, + Text = "New record" + }; + + 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); + } + + [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)); + } + + protected VectorStoreCollection Collection => fixture.Collection; + + public abstract class Fixture : VectorStoreCollectionFixture + { + public override string CollectionName => "NoVectorModelTests"; + + protected override List BuildTestData() => + [ + new() + { + Key = this.GenerateNextKey(), + Text = "foo", + }, + new() + { + Key = this.GenerateNextKey(), + Text = "bar", + } + ]; + + public override VectorStoreCollectionDefinition CreateRecordDefinition() + => new() + { + Properties = + [ + new VectorStoreKeyProperty(nameof(NoVectorRecord.Key), typeof(TKey)), + new VectorStoreDataProperty(nameof(NoVectorRecord.Text), typeof(string)) { IsIndexed = true } + ] + }; + + // The default implementation of WaitForDataAsync uses SearchAsync, but our model has no vectors. + protected override async Task WaitForDataAsync() + { + for (var i = 0; i < 200; i++) + { + var results = await this.Collection.GetAsync([this.TestData[0].Key, this.TestData[1].Key]).ToArrayAsync(); + if (results.Length == this.TestData.Count && results.All(r => r != null)) + { + return; + } + + await Task.Delay(TimeSpan.FromMilliseconds(100)); + } + + throw new InvalidOperationException("Data did not appear in the collection within the expected time."); + } + } + + public sealed class NoVectorRecord : TestRecord + { + [VectorStoreData(StorageName = "text")] + public string? Text { get; set; } + + public void AssertEqual(NoVectorRecord? other) + { + Assert.NotNull(other); + Assert.Equal(this.Key, other.Key); + Assert.Equal(this.Text, other.Text); + } + } + + 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/Models/SimpleRecord.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs index 49ae88f44a8b..8bc629e512d2 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Models/SimpleRecord.cs @@ -1,6 +1,7 @@ // Copyright (c) Microsoft. All rights reserved. using Microsoft.Extensions.VectorData; +using VectorData.ConformanceTests.Support; using Xunit; namespace VectorData.ConformanceTests.Models; @@ -10,13 +11,10 @@ namespace VectorData.ConformanceTests.Models; /// a key, int, string and an embedding. /// /// TKey is a generic parameter because different connectors support different key types. -public sealed class SimpleRecord +public sealed class SimpleRecord : TestRecord { public const int DimensionCount = 3; - [VectorStoreKey(StorageName = "key")] - public TKey Id { get; set; } = default!; - [VectorStoreData(StorageName = "text")] public string? Text { get; set; } @@ -29,7 +27,7 @@ public sealed class SimpleRecord public void AssertEqual(SimpleRecord? other, bool includeVectors, bool compareVectors) { Assert.NotNull(other); - Assert.Equal(this.Id, other.Id); + Assert.Equal(this.Key, other.Key); Assert.Equal(this.Text, other.Text); Assert.Equal(this.Number, other.Number); @@ -47,4 +45,7 @@ public void AssertEqual(SimpleRecord? other, bool includeVectors, bool com 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 index ddb951382ec7..e86964474103 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicDataModelFixture.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicDataModelFixture.cs @@ -4,7 +4,7 @@ namespace VectorData.ConformanceTests.Support; -public abstract class DynamicDataModelFixture : VectorStoreCollectionFixture> +public abstract class DynamicDataModelFixture : VectorStoreCollectionFixtureBase> { public const string KeyPropertyName = "key"; public const string StringPropertyName = "text"; diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicVectorStoreCollectionFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicVectorStoreCollectionFixture.cs new file mode 100644 index 000000000000..6e33a54adf98 --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/DynamicVectorStoreCollectionFixture.cs @@ -0,0 +1,28 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace VectorData.ConformanceTests.Support; + +public abstract class DynamicVectorStoreCollectionFixture : VectorStoreCollectionFixtureBase> + where TKey : notnull +{ + protected abstract string KeyPropertyName { get; } + + public virtual async Task ReseedAsync() + { + // TODO: Use filtering delete, https://github.com/microsoft/semantic-kernel/issues/11830 + + const int BatchSize = 100; + + List keys = []; + do + { + await foreach (var record in this.Collection.GetAsync(r => true, top: BatchSize)) + { + // TODO: We don't use batching delete because of https://github.com/microsoft/semantic-kernel/issues/13303 + await this.Collection.DeleteAsync((TKey)record[this.KeyPropertyName]!); + } + } while (keys.Count == BatchSize); + + await this.SeedAsync(); + } +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs index 01a3c7e96ebe..f8e99b0b9c23 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/SimpleModelFixture.cs @@ -12,30 +12,30 @@ protected override List> BuildTestData() => [ new() { - Id = this.GenerateNextKey(), + Key = this.GenerateNextKey(), Number = 1, - Text = "UsedByGetTests", + Text = "foo", Floats = Enumerable.Repeat(0.1f, SimpleRecord.DimensionCount).ToArray() }, new() { - Id = this.GenerateNextKey(), + Key = this.GenerateNextKey(), Number = 2, - Text = "UsedByUpdateTests", + Text = "bar", Floats = Enumerable.Repeat(0.2f, SimpleRecord.DimensionCount).ToArray() }, new() { - Id = this.GenerateNextKey(), + Key = this.GenerateNextKey(), Number = 3, - Text = "UsedByDeleteTests", + Text = "baz", Floats = Enumerable.Repeat(0.3f, SimpleRecord.DimensionCount).ToArray() }, new() { - Id = this.GenerateNextKey(), + Key = this.GenerateNextKey(), Number = 4, - Text = "UsedByDeleteBatchTests", + Text = "foo", Floats = Enumerable.Repeat(0.4f, SimpleRecord.DimensionCount).ToArray() } ]; @@ -45,7 +45,7 @@ public override VectorStoreCollectionDefinition CreateRecordDefinition() { Properties = [ - new VectorStoreKeyProperty(nameof(SimpleRecord.Id), typeof(TKey)), + new VectorStoreKeyProperty(nameof(SimpleRecord.Key), typeof(TKey)), new VectorStoreVectorProperty(nameof(SimpleRecord.Floats), typeof(ReadOnlyMemory), SimpleRecord.DimensionCount) { DistanceFunction = this.DistanceFunction, diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestRecord.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestRecord.cs new file mode 100644 index 000000000000..2df6b952a83a --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestRecord.cs @@ -0,0 +1,11 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; + +namespace VectorData.ConformanceTests.Support; + +public abstract class TestRecord +{ + [VectorStoreKey] + public TKey Key { get; set; } = default!; +} diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs index 5094cc215443..da7c6205a1a1 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/TestStore.cs @@ -98,6 +98,8 @@ public virtual async Task WaitForDataAsync( for (var i = 0; i < 200; i++) { + // Note that we very intentionally use SearchAsync and not filtering GetAsync, as we want to wait until the data is visible + // specifically via vector search (some databases may show data via filtering before they are indexed for vector search). var results = collection.SearchAsync( vector, top: recordCount is 0 ? 1 : recordCount, diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixture.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixture.cs index 87251e5ab2b0..9ceafd703e4b 100644 --- a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixture.cs +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixture.cs @@ -1,59 +1,24 @@ // Copyright (c) Microsoft. All rights reserved. -using Microsoft.Extensions.VectorData; - namespace VectorData.ConformanceTests.Support; -#pragma warning disable CA1721 // Property names should not match get methods - -/// -/// A test fixture that sets up a single collection in the test vector store, with a specific record definition -/// and test data. -/// -public abstract class VectorStoreCollectionFixture : VectorStoreFixture +public abstract class VectorStoreCollectionFixture : VectorStoreCollectionFixtureBase where TKey : notnull - where TRecord : class + where TRecord : TestRecord { - private List? _testData; - - public abstract VectorStoreCollectionDefinition CreateRecordDefinition(); - protected virtual List BuildTestData() => []; - - public virtual string CollectionName => Guid.NewGuid().ToString(); - protected virtual string DistanceFunction => this.TestStore.DefaultDistanceFunction; - protected virtual string IndexKind => this.TestStore.DefaultIndexKind; - - protected virtual VectorStoreCollection GetCollection() - => this.TestStore.DefaultVectorStore.GetCollection(this.CollectionName, this.CreateRecordDefinition()); - - public override async Task InitializeAsync() + public virtual async Task ReseedAsync() { - await base.InitializeAsync(); + // TODO: Use filtering delete, https://github.com/microsoft/semantic-kernel/issues/11830 - this.Collection = this.GetCollection(); + const int BatchSize = 100; - if (await this.Collection.CollectionExistsAsync()) + TKey[] keys; + do { - await this.Collection.EnsureCollectionDeletedAsync(); - } + keys = await this.Collection.GetAsync(r => true, top: BatchSize).Select(r => r.Key).ToArrayAsync(); + await this.Collection.DeleteAsync(keys); + } while (keys.Length == BatchSize); - await this.Collection.EnsureCollectionExistsAsync(); await this.SeedAsync(); } - - public virtual VectorStoreCollection Collection { get; private set; } = null!; - - public List TestData => this._testData ??= this.BuildTestData(); - - protected virtual async Task SeedAsync() - { - if (this.TestData.Count > 0) - { - await this.Collection.UpsertAsync(this.TestData); - await this.WaitForDataAsync(); - } - } - - protected virtual Task WaitForDataAsync() - => this.TestStore.WaitForDataAsync(this.Collection, recordCount: this.TestData.Count); } diff --git a/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs new file mode 100644 index 000000000000..38191885362b --- /dev/null +++ b/dotnet/test/VectorData/VectorData.ConformanceTests/Support/VectorStoreCollectionFixtureBase.cs @@ -0,0 +1,59 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Extensions.VectorData; + +namespace VectorData.ConformanceTests.Support; + +#pragma warning disable CA1721 // Property names should not match get methods + +/// +/// A test fixture that sets up a single collection in the test vector store, with a specific record definition +/// and test data. +/// +public abstract class VectorStoreCollectionFixtureBase : VectorStoreFixture + where TKey : notnull + where TRecord : class +{ + private List? _testData; + + public abstract VectorStoreCollectionDefinition CreateRecordDefinition(); + protected virtual List BuildTestData() => []; + + public virtual string CollectionName => Guid.NewGuid().ToString(); + protected virtual string DistanceFunction => this.TestStore.DefaultDistanceFunction; + protected virtual string IndexKind => this.TestStore.DefaultIndexKind; + + protected virtual VectorStoreCollection GetCollection() + => this.TestStore.DefaultVectorStore.GetCollection(this.CollectionName, this.CreateRecordDefinition()); + + public override async Task InitializeAsync() + { + await base.InitializeAsync(); + + this.Collection = this.GetCollection(); + + if (await this.Collection.CollectionExistsAsync()) + { + await this.Collection.EnsureCollectionDeletedAsync(); + } + + await this.Collection.EnsureCollectionExistsAsync(); + await this.SeedAsync(); + } + + public virtual VectorStoreCollection Collection { get; private set; } = null!; + + public List TestData => this._testData ??= this.BuildTestData(); + + protected virtual async Task SeedAsync() + { + if (this.TestData.Count > 0) + { + await this.Collection.UpsertAsync(this.TestData); + await this.WaitForDataAsync(); + } + } + + protected virtual Task WaitForDataAsync() + => this.TestStore.WaitForDataAsync(this.Collection, recordCount: this.TestData.Count); +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateBatchConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateBatchConformanceTests.cs deleted file mode 100644 index c6ed8b017d0c..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateBatchConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.CRUD; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.CRUD; - -public class WeaviateBatchConformanceTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} - -public class WeaviateBatchConformanceTests_UnnamedVector(WeaviateSimpleModelUnnamedVectorFixture fixture) - : BatchConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateDynamicRecordConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateDynamicRecordConformanceTests.cs deleted file mode 100644 index 6a41ae4a3cde..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateDynamicRecordConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.CRUD; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.CRUD; - -public class WeaviateDynamicRecordConformanceTests_NamedVectors(WeaviateDynamicDataModelNamedVectorsFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} - -public class WeaviateDynamicRecordConformanceTests_UnnamedVector(WeaviateDynamicDataModelUnnamedVectorFixture fixture) - : DynamicDataModelConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoVectorConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoVectorConformanceTests.cs deleted file mode 100644 index 6e255e43fd4a..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoVectorConformanceTests.cs +++ /dev/null @@ -1,22 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.CRUD; -using VectorData.ConformanceTests.Support; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.CRUD; - -public class WeaviateNoVectorConformanceTests_NamedVectors(WeaviateNoVectorConformanceTests_NamedVectors.Fixture fixture) - : NoVectorConformanceTests(fixture), IClassFixture -{ - public new class Fixture : NoVectorConformanceTests.Fixture - { - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - - /// - /// Weaviate collections must start with an uppercase letter. - /// - public override string CollectionName => "NoVectorNamedCollection"; - } -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateRecordConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateRecordConformanceTests.cs deleted file mode 100644 index 69d47bd755fa..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateRecordConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.CRUD; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.CRUD; - -public class WeaviateRecordConformanceTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} - -public class WeaviateRecordConformanceTests_UnnamedVector(WeaviateSimpleModelUnnamedVectorFixture fixture) - : RecordConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Collections/WeaviateCollectionConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Collections/WeaviateCollectionConformanceTests.cs deleted file mode 100644 index a0f00b3e533d..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Collections/WeaviateCollectionConformanceTests.cs +++ /dev/null @@ -1,17 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using VectorData.ConformanceTests.Collections; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.Collections; - -public class WeaviateCollectionConformanceTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} - -public class WeaviateCollectionConformanceTests_UnnamedVector(WeaviateSimpleModelUnnamedVectorFixture fixture) - : CollectionConformanceTests(fixture), IClassFixture -{ -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs deleted file mode 100644 index ea9a165d17fa..000000000000 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicQueryTests.cs +++ /dev/null @@ -1,67 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Filter; -using VectorData.ConformanceTests.Support; -using Weaviate.ConformanceTests.Support; -using Xunit; - -namespace Weaviate.ConformanceTests.Filter; - -public class WeaviateBasicQueryTests(WeaviateBasicQueryTests.Fixture fixture) - : BasicQueryTests(fixture), IClassFixture -{ - #region Filter by null - - // Null-state indexing needs to be set up, but that's not supported yet (#10358). - // We could interact with Weaviate directly (not via the abstraction) to do this. - - public override Task 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); - - public override Task NotEqual_with_null_captured() - => Assert.ThrowsAsync(base.NotEqual_with_null_captured); - - public override Task NotEqual_with_null_reference_type() - => Assert.ThrowsAsync(base.NotEqual_with_null_reference_type); - - public override Task Equal_int_property_with_null_nullable_int() - => Assert.ThrowsAsync(base.Equal_int_property_with_null_nullable_int); - - #endregion - - #region Not - - // Weaviate currently doesn't support NOT (https://github.com/weaviate/weaviate/issues/3683) - public override Task Not_over_And() - => Assert.ThrowsAsync(base.Not_over_And); - - public override Task Not_over_Or() - => Assert.ThrowsAsync(base.Not_over_Or); - - #endregion - - #region Unsupported Contains scenarios - - public override Task Contains_over_captured_string_array() - => Assert.ThrowsAsync(base.Contains_over_captured_string_array); - - public override Task Contains_over_inline_int_array() - => Assert.ThrowsAsync(base.Contains_over_inline_int_array); - - public override Task Contains_over_inline_string_array() - => Assert.ThrowsAsync(base.Contains_over_inline_int_array); - - public override Task Contains_over_inline_string_array_with_weird_chars() - => Assert.ThrowsAsync(base.Contains_over_inline_string_array_with_weird_chars); - - #endregion - - public new class Fixture : BasicQueryTests.QueryFixture - { - public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; - } -} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateBasicModelTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateBasicModelTests.cs new file mode 100644 index 000000000000..3a9c3daaa341 --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateBasicModelTests.cs @@ -0,0 +1,26 @@ +// 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 WeaviateBasicModelTests_NamedVectors(WeaviateBasicModelTests_NamedVectors.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} + +public class WeaviateBasicModelTests_UnnamedVectors(WeaviateBasicModelTests_UnnamedVectors.Fixture fixture) + : BasicModelTests(fixture), IClassFixture +{ + public new class Fixture : BasicModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateDynamicModelTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateDynamicModelTests.cs new file mode 100644 index 000000000000..bc14160cc469 --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateDynamicModelTests.cs @@ -0,0 +1,26 @@ +// 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 WeaviateDynamicModelTests_NamedVectors(WeaviateDynamicModelTests_NamedVectors.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} + +public class WeaviateDynamicModelTests_UnnamedVectors(WeaviateDynamicModelTests_UnnamedVectors.Fixture fixture) + : DynamicModelTests(fixture), IClassFixture +{ + public new class Fixture : DynamicModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoDataConformanceTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs similarity index 52% rename from dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoDataConformanceTests.cs rename to dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs index b27a8dba6366..9d4a73d4df27 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/CRUD/WeaviateNoDataConformanceTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoDataModelTests.cs @@ -1,16 +1,16 @@ // Copyright (c) Microsoft. All rights reserved. -using VectorData.ConformanceTests.CRUD; +using VectorData.ConformanceTests.ModelTests; using VectorData.ConformanceTests.Support; using Weaviate.ConformanceTests.Support; using Xunit; -namespace Weaviate.ConformanceTests.CRUD; +namespace Weaviate.ConformanceTests.ModelTests; -public class WeaviateNoDataConformanceTests_NamedVectors(WeaviateNoDataConformanceTests_NamedVectors.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture +public class WeaviateNoDataModelTests_NamedVectors(WeaviateNoDataModelTests_NamedVectors.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture { - public new class Fixture : NoDataConformanceTests.Fixture + public new class Fixture : NoDataModelTests.Fixture { public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; @@ -21,10 +21,10 @@ public class WeaviateNoDataConformanceTests_NamedVectors(WeaviateNoDataConforman } } -public class WeaviateNoDataConformanceTests_UnnamedVector(WeaviateNoDataConformanceTests_UnnamedVector.Fixture fixture) - : NoDataConformanceTests(fixture), IClassFixture +public class WeaviateNoDataModelTests_UnnamedVector(WeaviateNoDataModelTests_UnnamedVector.Fixture fixture) + : NoDataModelTests(fixture), IClassFixture { - public new class Fixture : NoDataConformanceTests.Fixture + public new class Fixture : NoDataModelTests.Fixture { public override TestStore TestStore => WeaviateTestStore.UnnamedVectorInstance; diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoVectorModelTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoVectorModelTests.cs new file mode 100644 index 000000000000..0da3b16ea8ce --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/ModelTests/WeaviateNoVectorModelTests.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 WeaviateNoVectorModelTests(WeaviateNoVectorModelTests.Fixture fixture) + : NoVectorModelTests(fixture), IClassFixture +{ + public new class Fixture : NoVectorModelTests.Fixture + { + public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; + } +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs new file mode 100644 index 000000000000..3c31cca719e7 --- /dev/null +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateCollectionManagementTests.cs @@ -0,0 +1,17 @@ +// Copyright (c) Microsoft. All rights reserved. + +using VectorData.ConformanceTests; +using Weaviate.ConformanceTests.Support; +using Xunit; + +namespace Weaviate.ConformanceTests; + +public class WeaviateCollectionManagementTests_NamedVectors(WeaviateSimpleModelNamedVectorsFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} + +public class WeaviateCollectionManagementTests_UnnamedVector(WeaviateSimpleModelUnnamedVectorFixture fixture) + : CollectionManagementTests(fixture), IClassFixture +{ +} diff --git a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateFilterTests.cs similarity index 88% rename from dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs rename to dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateFilterTests.cs index 34ba1fc416ae..491d8ba463de 100644 --- a/dotnet/test/VectorData/Weaviate.ConformanceTests/Filter/WeaviateBasicFilterTests.cs +++ b/dotnet/test/VectorData/Weaviate.ConformanceTests/WeaviateFilterTests.cs @@ -1,15 +1,15 @@ // Copyright (c) Microsoft. All rights reserved. using Microsoft.Extensions.VectorData; -using VectorData.ConformanceTests.Filter; +using VectorData.ConformanceTests; using VectorData.ConformanceTests.Support; using Weaviate.ConformanceTests.Support; using Xunit; -namespace Weaviate.ConformanceTests.Filter; +namespace Weaviate.ConformanceTests; -public class WeaviateBasicFilterTests(WeaviateBasicFilterTests.Fixture fixture) - : BasicFilterTests(fixture), IClassFixture +public class WeaviateFilterTests(WeaviateFilterTests.Fixture fixture) + : FilterTests(fixture), IClassFixture { #region Filter by null @@ -60,7 +60,7 @@ public override Task Contains_over_inline_string_array_with_weird_chars() #endregion - public new class Fixture : BasicFilterTests.Fixture + public new class Fixture : FilterTests.Fixture { public override TestStore TestStore => WeaviateTestStore.NamedVectorsInstance; } From f5fb44e02a4ecf7f3eda2178b837a81d1d3a5e91 Mon Sep 17 00:00:00 2001 From: Evan Mattson <35585003+moonbox3@users.noreply.github.com> Date: Thu, 30 Oct 2025 13:15:56 +0900 Subject: [PATCH 31/35] Python: Bump weaviate image to 1.33.3 (#13313) ### Motivation and Context Weaviate server needs a bump. ### Description ### Contribution Checklist - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone :smile: --- .github/workflows/python-integration-tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python-integration-tests.yml b/.github/workflows/python-integration-tests.yml index 48e551625858..5e8aba6543c7 100644 --- a/.github/workflows/python-integration-tests.yml +++ b/.github/workflows/python-integration-tests.yml @@ -322,7 +322,7 @@ jobs: # Opens tcp port 6379 on the host and service container - 6379:6379 weaviate: - image: cr.weaviate.io/semitechnologies/weaviate:1.26.6 + image: cr.weaviate.io/semitechnologies/weaviate:1.33.3 ports: - 8080:8080 - 50051:50051 From 1f8fea2b498434c1df684e22e8d4a77c1e7e139f Mon Sep 17 00:00:00 2001 From: Tao Chen Date: Wed, 29 Oct 2025 21:22:14 -0700 Subject: [PATCH 32/35] Python: Fix ai connector integration tests (#13311) ### Motivation and Context Vertex AI and Bedrock integration tests have been failing. ### Description 1. This PR fixes the vertex ai integration tests by upgrading the Google AI SDK version. 2. This PR fixes the Bedrock integration tests by upgrading the models. ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: --------- Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com> Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com> --- python/pyproject.toml | 4 +- .../ai/google/vertex_ai/services/utils.py | 37 +- .../services/vertex_ai_chat_completion.py | 5 +- .../services/vertex_ai_text_completion.py | 2 + .../services/vertex_ai_text_embedding.py | 3 +- .../completions/chat_completion_test_base.py | 4 +- .../completions/test_chat_completions.py | 4 +- .../completions/test_text_completion.py | 2 +- .../test_vertex_ai_chat_completion.py | 99 +- .../services/test_vertex_ai_utils.py | 3 +- python/uv.lock | 843 +++++++++--------- 11 files changed, 545 insertions(+), 461 deletions(-) diff --git a/python/pyproject.toml b/python/pyproject.toml index 7a4a167c80fd..8ab32c6e87cc 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -92,7 +92,7 @@ faiss = [ "faiss-cpu>=1.10.0" ] google = [ - "google-cloud-aiplatform == 1.97.0", + "google-cloud-aiplatform ~= 1.114.0", "google-generativeai ~= 0.8" ] hugging_face = [ @@ -154,7 +154,7 @@ usearch = [ "pyarrow >= 12.0,< 22.0" ] weaviate = [ - "weaviate-client>=4.10,<5.0,!=4.16.7", + "weaviate-client>=4.17.0,<5.0", ] [tool.uv] diff --git a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/utils.py b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/utils.py index f3211066d466..544ba584c680 100644 --- a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/utils.py +++ b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/utils.py @@ -4,9 +4,8 @@ import logging from typing import TYPE_CHECKING -from google.cloud.aiplatform_v1beta1.types.content import Blob, Candidate, Part -from google.cloud.aiplatform_v1beta1.types.tool import FunctionCall, FunctionResponse -from vertexai.generative_models import FunctionDeclaration, Tool, ToolConfig +from google.cloud.aiplatform_v1beta1.types.content import Candidate +from vertexai.generative_models import FunctionDeclaration, Part, Tool, ToolConfig from semantic_kernel.connectors.ai.function_choice_behavior import FunctionChoiceType from semantic_kernel.connectors.ai.google.shared_utils import ( @@ -63,7 +62,7 @@ def format_user_message(message: ChatMessageContent) -> list[Part]: parts: list[Part] = [] for item in message.items: if isinstance(item, TextContent): - parts.append(Part(text=message.content)) + parts.append(Part.from_text(message.content)) elif isinstance(item, ImageContent): parts.append(_create_image_part(item)) else: @@ -88,16 +87,15 @@ def format_assistant_message(message: ChatMessageContent) -> list[Part]: for item in message.items: if isinstance(item, TextContent): if item.text: - parts.append(Part(text=item.text)) + parts.append(Part.from_text(item.text)) elif isinstance(item, FunctionCallContent): parts.append( - Part( - function_call=FunctionCall( - name=item.name, - # Convert the arguments to a dictionary if it is a string - args=json.loads(item.arguments) if isinstance(item.arguments, str) else item.arguments, - ) - ) + Part.from_dict({ + "function_call": { + "name": item.name, + "args": json.loads(item.arguments) if isinstance(item.arguments, str) else item.arguments, + } + }) ) elif isinstance(item, ImageContent): parts.append(_create_image_part(item)) @@ -124,14 +122,11 @@ def format_tool_message(message: ChatMessageContent) -> list[Part]: if isinstance(item, FunctionResultContent): gemini_function_name = item.custom_fully_qualified_name(GEMINI_FUNCTION_NAME_SEPARATOR) parts.append( - Part( - function_response=FunctionResponse( - name=gemini_function_name, - response={ - "name": gemini_function_name, - "content": str(item.result), - }, - ) + Part.from_function_response( + gemini_function_name, + { + "content": str(item.result), + }, ) ) @@ -177,7 +172,7 @@ def update_settings_from_function_choice_configuration( def _create_image_part(image_content: ImageContent) -> Part: if image_content.data_uri: - return Part(inline_data=Blob(mime_type=image_content.mime_type, data=image_content.data)) + return Part.from_data(image_content.data, image_content.mime_type) # type: ignore[arg-type] # The Google AI API doesn't support images from arbitrary URIs: # https://github.com/google-gemini/generative-ai-python/issues/357 diff --git a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_chat_completion.py b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_chat_completion.py index 0fd4d3757db6..2a54aa4ec55c 100644 --- a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_chat_completion.py +++ b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_chat_completion.py @@ -10,9 +10,8 @@ from typing_extensions import override # pragma: no cover import vertexai -from google.cloud.aiplatform_v1beta1.types.content import Content from pydantic import ValidationError -from vertexai.generative_models import Candidate, GenerationResponse, GenerativeModel +from vertexai.generative_models import Candidate, Content, GenerationResponse, GenerativeModel from semantic_kernel.connectors.ai.chat_completion_client_base import ChatCompletionClientBase from semantic_kernel.connectors.ai.completion_usage import CompletionUsage @@ -125,6 +124,7 @@ async def _inner_get_chat_message_contents( assert isinstance(settings, VertexAIChatPromptExecutionSettings) # nosec vertexai.init(project=self.service_settings.project_id, location=self.service_settings.region) + assert self.service_settings.gemini_model_id is not None # nosec model = GenerativeModel( self.service_settings.gemini_model_id, system_instruction=filter_system_message(chat_history), @@ -154,6 +154,7 @@ async def _inner_get_streaming_chat_message_contents( assert isinstance(settings, VertexAIChatPromptExecutionSettings) # nosec vertexai.init(project=self.service_settings.project_id, location=self.service_settings.region) + assert self.service_settings.gemini_model_id is not None # nosec model = GenerativeModel( self.service_settings.gemini_model_id, system_instruction=filter_system_message(chat_history), diff --git a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_completion.py b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_completion.py index 8c31bf0fd804..4aa3992c634e 100644 --- a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_completion.py +++ b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_completion.py @@ -96,6 +96,7 @@ async def _inner_get_text_contents( assert isinstance(settings, VertexAITextPromptExecutionSettings) # nosec vertexai.init(project=self.service_settings.project_id, location=self.service_settings.region) + assert self.service_settings.gemini_model_id is not None # nosec model = GenerativeModel(self.service_settings.gemini_model_id) response: GenerationResponse = await model.generate_content_async( @@ -117,6 +118,7 @@ async def _inner_get_streaming_text_contents( assert isinstance(settings, VertexAITextPromptExecutionSettings) # nosec vertexai.init(project=self.service_settings.project_id, location=self.service_settings.region) + assert self.service_settings.gemini_model_id is not None # nosec model = GenerativeModel(self.service_settings.gemini_model_id) response: AsyncIterable[GenerationResponse] = await model.generate_content_async( diff --git a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_embedding.py b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_embedding.py index 6bf2cf32b933..b0de375d3811 100644 --- a/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_embedding.py +++ b/python/semantic_kernel/connectors/ai/google/vertex_ai/services/vertex_ai_text_embedding.py @@ -93,9 +93,10 @@ async def generate_raw_embeddings( assert isinstance(settings, VertexAIEmbeddingPromptExecutionSettings) # nosec vertexai.init(project=self.service_settings.project_id, location=self.service_settings.region) + assert self.service_settings.embedding_model_id is not None # nosec model = TextEmbeddingModel.from_pretrained(self.service_settings.embedding_model_id) response: list[TextEmbedding] = await model.get_embeddings_async( - texts, + texts, # type: ignore[arg-type] **settings.prepare_settings_dict(), ) diff --git a/python/tests/integration/completions/chat_completion_test_base.py b/python/tests/integration/completions/chat_completion_test_base.py index 82c5f2bafe8d..48a370641fa6 100644 --- a/python/tests/integration/completions/chat_completion_test_base.py +++ b/python/tests/integration/completions/chat_completion_test_base.py @@ -155,8 +155,8 @@ def services(self) -> dict[str, tuple[ServiceType | None, type[PromptExecutionSe OnnxGenAIChatCompletion(template=ONNXTemplate.PHI3V) if onnx_setup else None, OnnxGenAIPromptExecutionSettings, ), - "bedrock_amazon_titan": ( - self._try_create_bedrock_chat_completion_client("amazon.titan-text-premier-v1:0"), + "bedrock_amazon_nova": ( + self._try_create_bedrock_chat_completion_client("amazon.nova-lite-v1:0"), BedrockChatPromptExecutionSettings, ), "bedrock_ai21labs": ( diff --git a/python/tests/integration/completions/test_chat_completions.py b/python/tests/integration/completions/test_chat_completions.py index f0e9a4fdb5ea..277591e50d26 100644 --- a/python/tests/integration/completions/test_chat_completions.py +++ b/python/tests/integration/completions/test_chat_completions.py @@ -182,14 +182,14 @@ class Reasoning(KernelBaseModel): # endregion # region Bedrock pytest.param( - "bedrock_amazon_titan", + "bedrock_amazon_nova", {}, [ ChatMessageContent(role=AuthorRole.USER, items=[TextContent(text="Hello")]), ChatMessageContent(role=AuthorRole.USER, items=[TextContent(text="How are you today?")]), ], {}, - id="bedrock_amazon_titan_text_input", + id="bedrock_amazon_nova_text_input", ), pytest.param( "bedrock_ai21labs", diff --git a/python/tests/integration/completions/test_text_completion.py b/python/tests/integration/completions/test_text_completion.py index c74e23b6beff..470df7bfa332 100644 --- a/python/tests/integration/completions/test_text_completion.py +++ b/python/tests/integration/completions/test_text_completion.py @@ -258,7 +258,7 @@ def services(self) -> dict[str, tuple[ServiceType | None, type[PromptExecutionSe # Amazon Bedrock supports models from multiple providers but requests to and responses from the models are # inconsistent. So we need to test each model separately. "bedrock_amazon_titan": ( - self._try_create_bedrock_text_completion_client("amazon.titan-text-premier-v1:0"), + self._try_create_bedrock_text_completion_client("amazon.titan-text-express-v1"), BedrockTextPromptExecutionSettings, ), "bedrock_anthropic_claude": ( diff --git a/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_chat_completion.py b/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_chat_completion.py index 9ea53c68910e..894a8ac07877 100644 --- a/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_chat_completion.py +++ b/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_chat_completion.py @@ -4,8 +4,7 @@ from unittest.mock import AsyncMock, patch import pytest -from google.cloud.aiplatform_v1beta1.types.content import Content -from vertexai.generative_models import GenerativeModel +from vertexai.generative_models import Content, GenerativeModel from semantic_kernel.connectors.ai.function_choice_behavior import FunctionChoiceBehavior from semantic_kernel.connectors.ai.google.vertex_ai.services.vertex_ai_chat_completion import VertexAIChatCompletion @@ -95,12 +94,23 @@ async def test_vertex_ai_chat_completion( chat_history, settings ) - mock_vertex_ai_model_generate_content_async.assert_called_once_with( - contents=vertex_ai_chat_completion._prepare_chat_history_for_request(chat_history), - generation_config=settings.prepare_settings_dict(), - tools=None, - tool_config=None, - ) + # Verify the call was made once + mock_vertex_ai_model_generate_content_async.assert_called_once() + + # Get the actual call arguments + call_args = mock_vertex_ai_model_generate_content_async.call_args + + # Verify the contents + contents = call_args.kwargs["contents"] + assert len(contents) == 1 + assert contents[0].role == "user" + assert len(contents[0].parts) == 1 + assert contents[0].parts[0].text == "test_prompt" + + # Verify other arguments + assert call_args.kwargs["generation_config"] == settings.prepare_settings_dict() + assert call_args.kwargs["tools"] is None + assert call_args.kwargs["tool_config"] is None assert len(responses) == 1 assert responses[0].role == "assistant" assert responses[0].content == mock_vertex_ai_chat_completion_response.candidates[0].content.parts[0].text @@ -188,12 +198,23 @@ async def test_vertex_ai_chat_completion_with_function_choice_behavior_no_tool_c kernel=kernel, ) - mock_vertex_ai_model_generate_content_async.assert_awaited_once_with( - contents=vertex_ai_chat_completion._prepare_chat_history_for_request(chat_history), - generation_config=settings.prepare_settings_dict(), - tools=None, - tool_config=None, - ) + # Verify the call was made once + mock_vertex_ai_model_generate_content_async.assert_awaited_once() + + # Get the actual call arguments + call_args = mock_vertex_ai_model_generate_content_async.await_args + + # Verify the contents + contents = call_args.kwargs["contents"] + assert len(contents) == 1 + assert contents[0].role == "user" + assert len(contents[0].parts) == 1 + assert contents[0].parts[0].text == "test_prompt" + + # Verify other arguments + assert call_args.kwargs["generation_config"] == settings.prepare_settings_dict() + assert call_args.kwargs["tools"] is None + assert call_args.kwargs["tool_config"] is None assert len(responses) == 1 assert responses[0].role == "assistant" assert responses[0].content == mock_vertex_ai_chat_completion_response.candidates[0].content.parts[0].text @@ -225,13 +246,24 @@ async def test_vertex_ai_streaming_chat_completion( assert "usage" in messages[0].metadata assert "prompt_feedback" in messages[0].metadata - mock_vertex_ai_model_generate_content_async.assert_called_once_with( - contents=vertex_ai_chat_completion._prepare_chat_history_for_request(chat_history), - generation_config=settings.prepare_settings_dict(), - tools=None, - tool_config=None, - stream=True, - ) + # Verify the call was made once + mock_vertex_ai_model_generate_content_async.assert_called_once() + + # Get the actual call arguments + call_args = mock_vertex_ai_model_generate_content_async.call_args + + # Verify the contents + contents = call_args.kwargs["contents"] + assert len(contents) == 1 + assert contents[0].role == "user" + assert len(contents[0].parts) == 1 + assert contents[0].parts[0].text == "test_prompt" + + # Verify other arguments + assert call_args.kwargs["generation_config"] == settings.prepare_settings_dict() + assert call_args.kwargs["tools"] is None + assert call_args.kwargs["tool_config"] is None + assert call_args.kwargs["stream"] is True async def test_vertex_ai_streaming_chat_completion_with_function_choice_behavior_fail_verification( @@ -328,13 +360,24 @@ async def test_vertex_ai_streaming_chat_completion_with_function_choice_behavior assert len(messages) == 1 assert messages[0].role == "assistant" - mock_vertex_ai_model_generate_content_async.assert_awaited_once_with( - contents=vertex_ai_chat_completion._prepare_chat_history_for_request(chat_history), - generation_config=settings.prepare_settings_dict(), - tools=None, - tool_config=None, - stream=True, - ) + # Verify the call was made once + mock_vertex_ai_model_generate_content_async.assert_awaited_once() + + # Get the actual call arguments + call_args = mock_vertex_ai_model_generate_content_async.await_args + + # Verify the contents + contents = call_args.kwargs["contents"] + assert len(contents) == 1 + assert contents[0].role == "user" + assert len(contents[0].parts) == 1 + assert contents[0].parts[0].text == "test_prompt" + + # Verify other arguments + assert call_args.kwargs["generation_config"] == settings.prepare_settings_dict() + assert call_args.kwargs["tools"] is None + assert call_args.kwargs["tool_config"] is None + assert call_args.kwargs["stream"] is True # endregion streaming chat completion diff --git a/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_utils.py b/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_utils.py index e874262e69ef..510b03379ea2 100644 --- a/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_utils.py +++ b/python/tests/unit/connectors/ai/google/vertex_ai/services/test_vertex_ai_utils.py @@ -1,7 +1,8 @@ # Copyright (c) Microsoft. All rights reserved. import pytest -from google.cloud.aiplatform_v1beta1.types.content import Candidate, Part +from google.cloud.aiplatform_v1beta1.types.content import Candidate +from vertexai.generative_models import Part from semantic_kernel.connectors.ai.google.vertex_ai.services.utils import ( finish_reason_from_vertex_ai_to_semantic_kernel, diff --git a/python/uv.lock b/python/uv.lock index 42291facf3f0..2a7643e7c271 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 3 +revision = 2 requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '4' and sys_platform == 'darwin'", @@ -56,7 +56,7 @@ wheels = [ [[package]] name = "aiohttp" -version = "3.13.1" +version = "3.13.2" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiohappyeyeballs", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -68,110 +68,110 @@ dependencies = [ { name = "propcache", marker = 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Adds unit tests. ### Contribution Checklist - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone :smile: --- .../template_engine/blocks/code_block.py | 17 +++- .../template_engine/blocks/var_block.py | 15 +++ .../template_engine/blocks/test_code_block.py | 96 +++++++++++++++++++ 3 files changed, 127 insertions(+), 1 deletion(-) diff --git a/python/semantic_kernel/template_engine/blocks/code_block.py b/python/semantic_kernel/template_engine/blocks/code_block.py index 35297feaf39a..fe98a2cb56c6 100644 --- a/python/semantic_kernel/template_engine/blocks/code_block.py +++ b/python/semantic_kernel/template_engine/blocks/code_block.py @@ -149,7 +149,22 @@ def _enrich_function_arguments( ) for index, token in enumerate(self.tokens[1:], start=1): logger.debug(f"Parsing variable/value: `{self.tokens[1].content}`") - rendered_value = token.render(kernel, arguments) # type: ignore + + # For VarBlock, get the raw value to preserve the original type + # For other blocks (ValBlock, NamedArgBlock), render to string as usual + from semantic_kernel.template_engine.blocks.var_block import VarBlock + + if isinstance(token, VarBlock): + rendered_value = token.get_value(arguments) + elif isinstance(token, NamedArgBlock): + # NamedArgBlock may contain a VarBlock, so check for that + if token.variable: + rendered_value = token.variable.get_value(arguments) + else: + rendered_value = token.render(kernel, arguments) + else: + rendered_value = token.render(kernel, arguments) # type: ignore + if not isinstance(token, NamedArgBlock) and index == 1: arguments[function_metadata.parameters[0].name] = rendered_value continue diff --git a/python/semantic_kernel/template_engine/blocks/var_block.py b/python/semantic_kernel/template_engine/blocks/var_block.py index 1480e533678a..4a63fdaf4cc9 100644 --- a/python/semantic_kernel/template_engine/blocks/var_block.py +++ b/python/semantic_kernel/template_engine/blocks/var_block.py @@ -82,3 +82,18 @@ def render(self, _: "Kernel", arguments: Optional["KernelArguments"] = None) -> raise VarBlockRenderError( f"Block {self.name} failed to be parsed to a string, type is {type(value)}" ) from e + + def get_value(self, arguments: "KernelArguments | None" = None) -> Any: + """Get the raw value of the variable from arguments without converting to string. + + This is used when passing arguments to functions to preserve their original types. + + Args: + arguments: The KernelArguments to get the value from. + + Returns: + The raw value from the arguments, or None if not found. + """ + if arguments is None: + return None + return arguments.get(self.name, None) diff --git a/python/tests/unit/template_engine/blocks/test_code_block.py b/python/tests/unit/template_engine/blocks/test_code_block.py index 32d5df077686..276b6d08f99b 100644 --- a/python/tests/unit/template_engine/blocks/test_code_block.py +++ b/python/tests/unit/template_engine/blocks/test_code_block.py @@ -483,3 +483,99 @@ def test_edge_cases(case, result): def test_no_tokens(): with raises(CodeBlockTokenError): CodeBlock(content="", tokens=[]) + + +class TestNonStringArguments: + """Test that non-string KernelArguments are preserved when passed to functions in templates.""" + + async def test_function_receives_int_type(self, kernel: Kernel): + """Test that an integer argument is passed as int, not converted to string.""" + received_value = None + received_type = None + + @kernel_function(name="check_type") + def check_type(value: int): + nonlocal received_value, received_type + received_value = value + received_type = type(value) + return f"Received {type(value).__name__}: {value}" + + function = KernelFunctionFromMethod(method=check_type, plugin_name="test") + kernel.add_plugin(KernelPlugin(name="test", functions=[function])) + + code_block = CodeBlock(content="test.check_type value=$my_int") + arguments = KernelArguments(my_int=42) + + await code_block.render_code(kernel, arguments) + + assert received_value == 42 + assert isinstance(received_value, int), f"Expected int but got {received_type}" + + async def test_function_receives_list_type(self, kernel: Kernel): + """Test that a list argument is passed as list, not converted to string.""" + received_value = None + received_type = None + + @kernel_function(name="check_type") + def check_type(items: list): + nonlocal received_value, received_type + received_value = items + received_type = type(items) + return f"Received {len(items)} items" + + function = KernelFunctionFromMethod(method=check_type, plugin_name="test") + kernel.add_plugin(KernelPlugin(name="test", functions=[function])) + + code_block = CodeBlock(content="test.check_type items=$my_list") + arguments = KernelArguments(my_list=[1, 2, 3]) + + await code_block.render_code(kernel, arguments) + + assert received_value == [1, 2, 3] + assert isinstance(received_value, list), f"Expected list but got {received_type}" + + async def test_function_receives_dict_type(self, kernel: Kernel): + """Test that a dict argument is passed as dict, not converted to string.""" + received_value = None + received_type = None + + @kernel_function(name="check_type") + def check_type(data: dict): + nonlocal received_value, received_type + received_value = data + received_type = type(data) + return f"Received dict with keys: {list(data.keys())}" + + function = KernelFunctionFromMethod(method=check_type, plugin_name="test") + kernel.add_plugin(KernelPlugin(name="test", functions=[function])) + + code_block = CodeBlock(content="test.check_type data=$my_dict") + arguments = KernelArguments(my_dict={"key": "value", "num": 123}) + + await code_block.render_code(kernel, arguments) + + assert received_value == {"key": "value", "num": 123} + assert isinstance(received_value, dict), f"Expected dict but got {received_type}" + + async def test_named_arg_with_non_string_type(self, kernel: Kernel): + """Test that named arguments with non-string types are preserved.""" + received_count = None + received_type = None + + @kernel_function(name="process") + def process(text: str, count: int): + nonlocal received_count, received_type + received_count = count + received_type = type(count) + return f"{text} x {count}" + + function = KernelFunctionFromMethod(method=process, plugin_name="test") + kernel.add_plugin(KernelPlugin(name="test", functions=[function])) + + code_block = CodeBlock(content="test.process 'hello' count=$repetitions") + arguments = KernelArguments(repetitions=5) + + await code_block.render_code(kernel, arguments) + + assert received_count == 5 + assert isinstance(received_count, int), f"Expected int but got {received_type}" From 9962d434aba6558584f7568877386f4c6ecc86ce Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E3=81=B5=E3=81=81=E3=83=BC?= <47295014+ymuichiro@users.noreply.github.com> Date: Thu, 30 Oct 2025 15:20:13 +0900 Subject: [PATCH 34/35] Python: Fixed sending "text" parameter to OpenAI Responses API (#13280) ## Summary Fixed an issue where the `text` parameter was missing in requests to the OpenAI Responses API. ## Changes Made Modified the `ResponsesAgentThreadActions._generate_options()` method to correctly handle the `text` parameter: - Added to the options dictionary **only** if `text` is not `None`. - Not added if it is an empty dict (the default value). - This ensures that **only explicitly set `text` parameters** are sent to the API. ## Fix Location **File:** `semantic_kernel/agents/open_ai/responses_agent_thread_actions.py` **Before:** ```python options = { "model": merged.get("model"), "top_p": merged.get("top_p"), "temperature": merged.get("temperature"), "truncation": truncation, "metadata": merged.get("metadata"), "max_output_tokens": max_output_tokens, "parallel_tool_calls": parallel_tool_calls, } ``` **After:** ```python options = { "model": merged.get("model"), "top_p": merged.get("top_p"), "temperature": merged.get("temperature"), "truncation": truncation, "metadata": merged.get("metadata"), "max_output_tokens": max_output_tokens, "parallel_tool_calls": parallel_tool_calls, } # Add text option if it exists if merged.get("text") is not None: options["text"] = merged.get("text") ``` - Closes #13281 ### Contribution Checklist - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone :smile: --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com> --- .../agents/open_ai/responses_agent_thread_actions.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/python/semantic_kernel/agents/open_ai/responses_agent_thread_actions.py b/python/semantic_kernel/agents/open_ai/responses_agent_thread_actions.py index d2375a9f3ce4..ac06cc91077b 100644 --- a/python/semantic_kernel/agents/open_ai/responses_agent_thread_actions.py +++ b/python/semantic_kernel/agents/open_ai/responses_agent_thread_actions.py @@ -1185,6 +1185,11 @@ def _generate_options(cls: type[_T], **kwargs: Any) -> dict[str, Any]: "parallel_tool_calls": parallel_tool_calls, } + # Add text option if it exists + text = merged.get("text") + if text is not None: + options["text"] = text + # Add reasoning to the options if it is provided. # Note that non-reasoning capable models will throw an error if this is set. if reasoning is not None: From 265130743d9e698dee6ad2bbbb92f481d753ecca Mon Sep 17 00:00:00 2001 From: Evan Mattson <35585003+moonbox3@users.noreply.github.com> Date: Thu, 30 Oct 2025 15:38:50 +0900 Subject: [PATCH 35/35] Python: Bump Python version to 1.37.1 for a release. (#13314) ### Motivation and Context Bump Python version to 1.37.1 for a release. ### Description Bump Python version to 1.37.1 for a release. ### Contribution Checklist - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone :smile: --- python/semantic_kernel/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/semantic_kernel/__init__.py b/python/semantic_kernel/__init__.py index b6b4470ac81c..4ce566382ed3 100644 --- a/python/semantic_kernel/__init__.py +++ b/python/semantic_kernel/__init__.py @@ -2,7 +2,7 @@ from semantic_kernel.kernel import Kernel -__version__ = "1.37.0" +__version__ = "1.37.1" DEFAULT_RC_VERSION = f"{__version__}-rc9"