108 lines
5.3 KiB
C#
108 lines
5.3 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.Plugins.OpenApi;
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namespace Plugins;
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/// <summary>
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/// Examples to show how to create plugins from OpenAPI specs.
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/// </summary>
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public class CreatePluginFromOpenApiSpec_Github(ITestOutputHelper output) : BaseTest(output)
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{
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/// <summary>
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/// Example to show how to consume operation extensions and other metadata from an OpenAPI spec.
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/// Try modifying the sample schema to simulate the other cases by
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/// 1. Changing the value of x-openai-isConsequential to true and see how the function execution is skipped.
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/// 2. Removing the x-openai-isConsequential property and see how the function execution is skipped.
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/// </summary>
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[Fact]
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public async Task RunOpenAIPluginWithMetadataAsync()
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{
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Kernel kernel = new();
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// This HTTP client is optional. SK will fallback to a default internal one if omitted.
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using HttpClient httpClient = new();
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// Create a sample OpenAPI schema that calls the github versions api, and has an operation extension property.
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// The x-openai-isConsequential property is the operation extension property.
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var schema = """
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{
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"openapi": "3.0.1",
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"info": {
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"title": "Github Versions API",
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"version": "1.0.0"
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},
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"servers": [ { "url": "https://api.github.com" } ],
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"paths": {
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"/versions": {
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"get": {
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"x-openai-isConsequential": false,
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"operationId": "getVersions",
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"responses": {
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"200": {
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"description": "OK"
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}
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}
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}
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}
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}
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}
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""";
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var schemaStream = new MemoryStream();
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WriteStringToStream(schemaStream, schema);
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// Import an Open API plugin from a stream.
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var plugin = await kernel.CreatePluginFromOpenApiAsync("GithubVersionsApi", schemaStream, new OpenApiFunctionExecutionParameters(httpClient));
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// Get the function to be invoked and its metadata and extension properties.
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var function = plugin["getVersions"];
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function.Metadata.AdditionalProperties.TryGetValue("operation-extensions", out var extensionsObject);
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var operationExtensions = extensionsObject as Dictionary<string, object?>;
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// *******************************************************************************************************************************
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// ******* Use case 1: Consume the x-openai-isConsequential extension value to determine if the function has consequences *******
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// ******* and only invoke the function if it is consequence free. *******
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// *******************************************************************************************************************************
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if (operationExtensions is null || !operationExtensions.TryGetValue("x-openai-isConsequential", out var isConsequential) || isConsequential is null)
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{
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Console.WriteLine("We cannot determine if the function has consequences, since the isConsequential extension is not provided, so safer not to run it.");
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}
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else if ((isConsequential as bool?) == true)
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{
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Console.WriteLine("This function may have unwanted consequences, so safer not to run it.");
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}
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else
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{
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// Invoke the function and output the result.
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var functionResult = await kernel.InvokeAsync(function);
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var result = functionResult.GetValue<RestApiOperationResponse>();
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Console.WriteLine($"Function execution result: {result?.Content}");
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}
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// *******************************************************************************************************************************
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// ******* Use case 2: Consume the http method type to determine if this is a read or write operation and only execute if *******
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// ******* it is a read operation. *******
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// *******************************************************************************************************************************
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if (function.Metadata.AdditionalProperties.TryGetValue("method", out var method) && method as string is "GET")
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{
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// Invoke the function and output the result.
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var functionResult = await kernel.InvokeAsync(function);
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var result = functionResult.GetValue<RestApiOperationResponse>();
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Console.WriteLine($"Function execution result: {result?.Content}");
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}
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else
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{
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Console.WriteLine("This is a write operation, so safer not to run it.");
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}
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}
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private static void WriteStringToStream(MemoryStream stream, string input)
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{
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using var writer = new StreamWriter(stream, leaveOpen: true);
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writer.Write(input);
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writer.Flush();
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stream.Position = 0;
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}
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}
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