130 lines
5.4 KiB
C#
130 lines
5.4 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using System.Text;
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using System.Text.Json;
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using System.Text.Json.Serialization.Metadata;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace ChatCompletion;
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public class ChatHistorySerialization(ITestOutputHelper output) : BaseTest(output)
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{
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private static readonly JsonSerializerOptions s_options = new() { WriteIndented = true };
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/// <summary>
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/// Demonstrates how to serialize and deserialize <see cref="ChatHistory"/> class
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/// with <see cref="ChatMessageContent"/> having SK various content types as items.
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/// </summary>
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[Fact]
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public async Task SerializeChatHistoryWithSKContentTypesAsync()
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{
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int[] data = [1, 2, 3];
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var message = new ChatMessageContent(AuthorRole.User, "Describe the factors contributing to climate change.")
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{
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Items =
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[
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new TextContent("Discuss the potential long-term consequences for the Earth's ecosystem as well."),
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new ImageContent(new Uri("https://fake-random-test-host:123")),
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new BinaryContent(new BinaryData(data), "application/octet-stream"),
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new AudioContent(new BinaryData(data), "application/octet-stream")
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]
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};
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var chatHistory = new ChatHistory([message]);
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var chatHistoryJson = JsonSerializer.Serialize(chatHistory, s_options);
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var deserializedHistory = JsonSerializer.Deserialize<ChatHistory>(chatHistoryJson);
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var deserializedMessage = deserializedHistory!.Single();
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Console.WriteLine($"Content: {deserializedMessage.Content}");
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Console.WriteLine($"Role: {deserializedMessage.Role.Label}");
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Console.WriteLine($"Text content: {(deserializedMessage.Items![0]! as TextContent)!.Text}");
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Console.WriteLine($"Image content: {(deserializedMessage.Items![1]! as ImageContent)!.Uri}");
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Console.WriteLine($"Binary content: {Encoding.UTF8.GetString((deserializedMessage.Items![2]! as BinaryContent)!.Data!.Value.Span)}");
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Console.WriteLine($"Audio content: {Encoding.UTF8.GetString((deserializedMessage.Items![3]! as AudioContent)!.Data!.Value.Span)}");
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Console.WriteLine($"JSON:\n{chatHistoryJson}");
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}
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/// <summary>
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/// Shows how to serialize and deserialize <see cref="ChatHistory"/> class with <see cref="ChatMessageContent"/> having custom content type as item.
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/// </summary>
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[Fact]
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public void SerializeChatWithHistoryWithCustomContentType()
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{
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var message = new ChatMessageContent(AuthorRole.User, "Describe the factors contributing to climate change.")
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{
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Items =
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[
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new TextContent("Discuss the potential long-term consequences for the Earth's ecosystem as well."),
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new CustomContent("Some custom content"),
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]
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};
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var chatHistory = new ChatHistory([message]);
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// The custom resolver should be used to serialize and deserialize the chat history with custom .
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var options = new JsonSerializerOptions
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{
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TypeInfoResolver = new CustomResolver(),
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WriteIndented = true,
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};
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var chatHistoryJson = JsonSerializer.Serialize(chatHistory, options);
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var deserializedHistory = JsonSerializer.Deserialize<ChatHistory>(chatHistoryJson, options);
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var deserializedMessage = deserializedHistory!.Single();
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Console.WriteLine($"Content: {deserializedMessage.Content}");
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Console.WriteLine($"Role: {deserializedMessage.Role.Label}");
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Console.WriteLine($"Text content: {(deserializedMessage.Items![0]! as TextContent)!.Text}");
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Console.WriteLine($"Custom content: {(deserializedMessage.Items![1]! as CustomContent)!.Content}");
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Console.WriteLine($"JSON:\n{chatHistoryJson}");
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}
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private sealed class CustomContent(string content) : KernelContent(content)
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{
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public string Content { get; } = content;
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}
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/// <summary>
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/// The TypeResolver is used to serialize and deserialize custom content types polymorphically.
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/// For more details, refer to the <see href="https://learn.microsoft.com/en-us/dotnet/standard/serialization/system-text-json/polymorphism?pivots=dotnet-8-0"/> article.
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/// </summary>
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private sealed class CustomResolver : DefaultJsonTypeInfoResolver
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{
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public override JsonTypeInfo GetTypeInfo(Type type, JsonSerializerOptions options)
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{
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var jsonTypeInfo = base.GetTypeInfo(type, options);
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if (jsonTypeInfo.Type != typeof(KernelContent))
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{
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return jsonTypeInfo;
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}
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// It's possible to completely override the polymorphic configuration specified in the KernelContent class
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// by using the '=' assignment operator instead of the ??= compound assignment one in the line below.
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jsonTypeInfo.PolymorphismOptions ??= new JsonPolymorphismOptions();
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// Add custom content type to the list of derived types declared on KernelContent class.
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jsonTypeInfo.PolymorphismOptions.DerivedTypes.Add(new JsonDerivedType(typeof(CustomContent), "customContent"));
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// Override type discriminator declared on KernelContent class as "$type", if needed.
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jsonTypeInfo.PolymorphismOptions.TypeDiscriminatorPropertyName = "name";
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return jsonTypeInfo;
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}
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}
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}
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