136 lines
5.9 KiB
C#
136 lines
5.9 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using System.Runtime.CompilerServices;
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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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/// <summary>
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/// Unit tests for <see cref="IChatHistoryReducer"/> implementations.
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/// </summary>
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public class ChatHistoryReducerTests(ITestOutputHelper output) : BaseTest(output)
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{
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[Theory]
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[InlineData(3, null, null, 100, 0)]
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[InlineData(3, "SystemMessage", null, 100, 0)]
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[InlineData(6, null, null, 100, 4)]
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[InlineData(6, "SystemMessage", null, 100, 5)]
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[InlineData(6, null, new int[] { 1 }, 100, 4)]
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[InlineData(6, "SystemMessage", new int[] { 2 }, 100, 4)]
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public async Task VerifyMaxTokensChatHistoryReducerAsync(int messageCount, string? systemMessage, int[]? functionCallIndexes, int maxTokens, int expectedSize)
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{
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// Arrange
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var chatHistory = CreateHistoryWithUserInput(messageCount, systemMessage, functionCallIndexes, true);
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var reducer = new ChatHistoryMaxTokensReducer(maxTokens);
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// Act
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var reducedHistory = await reducer.ReduceAsync(chatHistory);
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// Assert
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VerifyReducedHistory(reducedHistory, ComputeExpectedMessages(chatHistory, expectedSize));
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}
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private static void VerifyReducedHistory(IEnumerable<ChatMessageContent>? reducedHistory, ChatMessageContent[]? expectedMessages)
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{
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if (expectedMessages is null)
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{
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Assert.Null(reducedHistory);
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return;
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}
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Assert.NotNull(reducedHistory);
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ChatMessageContent[] messages = reducedHistory.ToArray();
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Assert.Equal(expectedMessages.Length, messages.Length);
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Assert.Equal(expectedMessages, messages);
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}
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private static ChatMessageContent[]? ComputeExpectedMessages(ChatHistory chatHistory, int expectedSize)
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{
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if (expectedSize == 0)
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{
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return null;
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}
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var systemMessage = chatHistory.GetSystemMessage();
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var count = expectedSize - ((systemMessage is null) ? 0 : 1);
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var expectedMessages = chatHistory.TakeLast<ChatMessageContent>(count).ToArray();
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if (systemMessage is not null)
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{
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expectedMessages = [systemMessage, .. expectedMessages];
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}
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return expectedMessages;
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}
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/// <summary>
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/// Create an alternating list of user and assistant messages.
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/// Function content is optionally injected at specified indexes.
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/// </summary>
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private static ChatHistory CreateHistoryWithUserInput(int messageCount, string? systemMessage = null, int[]? functionCallIndexes = null, bool includeTokenCount = false)
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{
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var text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.";
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var chatHistory = new ChatHistory();
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if (systemMessage is not null)
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{
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chatHistory.AddSystemMessageWithTokenCount(systemMessage);
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}
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for (int index = 0; index < messageCount; ++index)
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{
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if (index % 2 == 1)
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{
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if (includeTokenCount)
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{
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chatHistory.AddAssistantMessageWithTokenCount($"Assistant response:{index} - {text}");
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}
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else
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{
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chatHistory.AddAssistantMessage($"Assistant response:{index} - {text}");
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}
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}
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else
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{
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if (includeTokenCount)
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{
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chatHistory.AddUserMessageWithTokenCount($"User input:{index} - {text}");
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}
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else
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{
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chatHistory.AddUserMessageWithTokenCount($"User input:{index} - {text}");
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}
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}
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if (functionCallIndexes is not null && functionCallIndexes.Contains(index))
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{
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IReadOnlyDictionary<string, object?> metadata = new Dictionary<string, object?>
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{
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["TokenCount"] = 10
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};
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chatHistory.Add(new ChatMessageContent(AuthorRole.Assistant, [new FunctionCallContent($"Function call 1: {index}")], metadata: metadata));
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chatHistory.Add(new ChatMessageContent(AuthorRole.Tool, [new FunctionResultContent($"Function call 1: {index}")], metadata: metadata));
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chatHistory.Add(new ChatMessageContent(AuthorRole.Assistant, [new FunctionCallContent($"Function call 2: {index}")], metadata: metadata));
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chatHistory.Add(new ChatMessageContent(AuthorRole.Tool, [new FunctionResultContent($"Function call 2: {index}")], metadata: metadata));
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}
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}
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return chatHistory;
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}
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private sealed class FakeChatCompletionService(string result) : IChatCompletionService
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{
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public IReadOnlyDictionary<string, object?> Attributes { get; } = new Dictionary<string, object?>();
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public Task<IReadOnlyList<ChatMessageContent>> GetChatMessageContentsAsync(ChatHistory chatHistory, PromptExecutionSettings? executionSettings = null, Kernel? kernel = null, CancellationToken cancellationToken = default)
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{
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return Task.FromResult<IReadOnlyList<ChatMessageContent>>([new(AuthorRole.Assistant, result)]);
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}
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#pragma warning disable IDE0036 // Order modifiers
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#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
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public async IAsyncEnumerable<StreamingChatMessageContent> GetStreamingChatMessageContentsAsync(ChatHistory chatHistory, PromptExecutionSettings? executionSettings = null, Kernel? kernel = null, [EnumeratorCancellation] CancellationToken cancellationToken = default)
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#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
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#pragma warning restore IDE0036 // Order modifiers
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{
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yield return new StreamingChatMessageContent(AuthorRole.Assistant, result);
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}
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}
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}
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