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94a5ba3448
* [BREAKING] refactor: Normalize WorkflowBuilder APIs * "partitioner" => "assigner" * normalize ordering so sources always to the left of targets for edges * normalize parameter ordering so sources and targets are always first arguments * remove `params` (users should use collection expressions instead) * refactor: Align name with Python
119 lines
4.6 KiB
C#
119 lines
4.6 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Agents.AI.Workflows;
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namespace WorkflowSharedStatesSample;
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/// <summary>
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/// This sample introduces the concept of shared states within a workflow.
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/// It demonstrates how multiple executors can read from and write to shared states,
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/// allowing for more complex data sharing and coordination between tasks.
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/// </summary>
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/// <remarks>
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/// Pre-requisites:
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/// - Foundational samples should be completed first.
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/// - This sample also uses the fan-out and fan-in patterns to achieve parallel processing.
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/// </remarks>
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public static class Program
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{
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private static async Task Main()
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{
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// Create the executors
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var fileRead = new FileReadExecutor();
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var wordCount = new WordCountingExecutor();
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var paragraphCount = new ParagraphCountingExecutor();
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var aggregate = new AggregationExecutor();
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// Build the workflow by connecting executors sequentially
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var workflow = new WorkflowBuilder(fileRead)
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.AddFanOutEdge(fileRead, [wordCount, paragraphCount])
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.AddFanInEdge([wordCount, paragraphCount], aggregate)
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.WithOutputFrom(aggregate)
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.Build();
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// Execute the workflow with input data
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await using Run run = await InProcessExecution.RunAsync(workflow, "Lorem_Ipsum.txt");
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foreach (WorkflowEvent evt in run.NewEvents)
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{
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if (evt is WorkflowOutputEvent outputEvent)
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{
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Console.WriteLine(outputEvent.Data);
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}
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}
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}
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}
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/// <summary>
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/// Constants for shared state scopes.
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/// </summary>
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internal static class FileContentStateConstants
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{
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public const string FileContentStateScope = "FileContentState";
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}
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internal sealed class FileReadExecutor() : Executor<string, string>("FileReadExecutor")
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{
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public override async ValueTask<string> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Read file content from embedded resource
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string fileContent = Resources.Read(message);
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// Store file content in a shared state for access by other executors
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string fileID = Guid.NewGuid().ToString("N");
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await context.QueueStateUpdateAsync(fileID, fileContent, scopeName: FileContentStateConstants.FileContentStateScope, cancellationToken);
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return fileID;
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}
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}
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internal sealed class FileStats
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{
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public int ParagraphCount { get; set; }
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public int WordCount { get; set; }
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}
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internal sealed class WordCountingExecutor() : Executor<string, FileStats>("WordCountingExecutor")
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{
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public override async ValueTask<FileStats> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Retrieve the file content from the shared state
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var fileContent = await context.ReadStateAsync<string>(message, scopeName: FileContentStateConstants.FileContentStateScope, cancellationToken)
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?? throw new InvalidOperationException("File content state not found");
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int wordCount = fileContent.Split([' ', '\n', '\r'], StringSplitOptions.RemoveEmptyEntries).Length;
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return new FileStats { WordCount = wordCount };
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}
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}
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internal sealed class ParagraphCountingExecutor() : Executor<string, FileStats>("ParagraphCountingExecutor")
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{
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public override async ValueTask<FileStats> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Retrieve the file content from the shared state
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var fileContent = await context.ReadStateAsync<string>(message, scopeName: FileContentStateConstants.FileContentStateScope, cancellationToken)
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?? throw new InvalidOperationException("File content state not found");
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int paragraphCount = fileContent.Split(['\n', '\r'], StringSplitOptions.RemoveEmptyEntries).Length;
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return new FileStats { ParagraphCount = paragraphCount };
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}
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}
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internal sealed class AggregationExecutor() : Executor<FileStats>("AggregationExecutor")
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{
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private readonly List<FileStats> _messages = [];
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public override async ValueTask HandleAsync(FileStats message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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this._messages.Add(message);
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if (this._messages.Count == 2)
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{
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// Aggregate the results from both executors
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var totalParagraphCount = this._messages.Sum(m => m.ParagraphCount);
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var totalWordCount = this._messages.Sum(m => m.WordCount);
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await context.YieldOutputAsync($"Total Paragraphs: {totalParagraphCount}, Total Words: {totalWordCount}", cancellationToken);
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}
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}
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}
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