Files
agent-framework/dotnet/samples/GettingStarted/Workflows/Declarative/Program.cs
T
Jacob Alber 39e071c430 .NET: Update Workflow Input/Output Redesign (#881)
* feat: Make Executor id field mandatory

When checkpointing is involved, it is critical to keep executor ids consistent between runs, even when recreating a new object tree for the workflow.

The default id-setting mechanism generated a guid for part of the id, making it not work when restoring from a checkpoint.

This change prevents this situation from arising.

* feat: Enable running untyped Workflows

With the change to enable delay-instantiation of executors and support for async Executor factory methods, we must instantiate the starting executor to know what are the valid input types for the workflow.

To avoid forcing instantiation every time, and to better support workflows with multiple input types, we enable support for build and interacting with the base Workflow type without type annotations, and remove the requirement to know a valid input type when initiating a run.

* feat: Support Output from any executor and multiple outputs.
2025-09-25 02:03:22 +00:00

401 lines
14 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System;
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Reflection;
using System.Threading.Tasks;
using Azure.AI.Agents.Persistent;
using Azure.Identity;
using Microsoft.Agents.Workflows;
using Microsoft.Agents.Workflows.Declarative;
using Microsoft.Agents.Workflows.Declarative.Events;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Configuration;
namespace Demo.DeclarativeWorkflow;
/// <summary>
/// HOW TO: Create a workflow from a declarative (yaml based) definition.
/// </summary>
/// <remarks>
/// <b>Configuration</b>
/// Define FOUNDRY_PROJECT_ENDPOINT as a user-secret or environment variable that
/// points to your Foundry project endpoint.
/// <b>Usage</b>
/// Provide the path to the workflow definition file as the first argument.
/// All other arguments are intepreted as a queue of inputs.
/// When no input is queued, interactive input is requested from the console.
/// </remarks>
internal sealed class Program
{
public static async Task Main(string[] args)
{
string? workflowFile = ParseWorkflowFile(args);
if (workflowFile is null)
{
Notify("\nUsage: DeclarativeWorkflow <workflow-file> [<input>]\n");
return;
}
string? workflowInput = ParseWorkflowInput(args);
Program program = new(workflowFile, workflowInput);
await program.ExecuteAsync();
}
private async Task ExecuteAsync()
{
// Read and parse the declarative workflow.
Notify($"\nWORKFLOW: Parsing {Path.GetFullPath(this.WorkflowFile)}");
Stopwatch timer = Stopwatch.StartNew();
Workflow workflow = this.CreateWorkflow();
Notify($"\nWORKFLOW: Defined {timer.Elapsed}");
Notify("\nWORKFLOW: Starting...");
// Run the workflow, just like any other workflow
string input = this.GetWorkflowInput();
CheckpointManager checkpointManager = CheckpointManager.Default;
Checkpointed<StreamingRun> run = await InProcessExecution.StreamAsync(workflow, input, checkpointManager);
bool isComplete = false;
InputResponse? response = null;
do
{
ExternalRequest? inputRequest = await this.MonitorWorkflowRunAsync(run, response);
if (inputRequest is not null)
{
Notify("\nWORKFLOW: Yield");
if (this.LastCheckpoint is null)
{
throw new InvalidOperationException("Checkpoint information missing after external request.");
}
// Process the external request.
response = HandleExternalRequest(inputRequest);
// Let's resume on an entirely new workflow instance to demonstrate checkpoint portability.
workflow = this.CreateWorkflow();
// Restore the latest checkpoint.
Debug.WriteLine($"RESTORE #{this.LastCheckpoint.CheckpointId}");
Notify("\nWORKFLOW: Restore");
run = await InProcessExecution.ResumeStreamAsync(workflow, this.LastCheckpoint, checkpointManager);
}
else
{
isComplete = true;
}
}
while (!isComplete);
Notify("\nWORKFLOW: Done!\n");
}
private Workflow CreateWorkflow()
{
// Use DeclarativeWorkflowBuilder to build a workflow based on a YAML file.
DeclarativeWorkflowOptions options =
new(new AzureAgentProvider(this.FoundryEndpoint, new AzureCliCredential()))
{
Configuration = this.Configuration
};
return DeclarativeWorkflowBuilder.Build<string>(this.WorkflowFile, options);
}
private const string ConfigKeyFoundryEndpoint = "FOUNDRY_PROJECT_ENDPOINT";
private static Dictionary<string, string> NameCache { get; } = [];
private static HashSet<string> FileCache { get; } = [];
private string WorkflowFile { get; }
private string? WorkflowInput { get; }
private string FoundryEndpoint { get; }
private PersistentAgentsClient FoundryClient { get; }
private IConfiguration Configuration { get; }
private CheckpointInfo? LastCheckpoint { get; set; }
private Program(string workflowFile, string? workflowInput)
{
this.WorkflowFile = workflowFile;
this.WorkflowInput = workflowInput;
this.Configuration = InitializeConfig();
this.FoundryEndpoint = this.Configuration[ConfigKeyFoundryEndpoint] ?? throw new InvalidOperationException($"Undefined configuration setting: {ConfigKeyFoundryEndpoint}");
this.FoundryClient = new PersistentAgentsClient(this.FoundryEndpoint, new AzureCliCredential());
}
private async Task<ExternalRequest?> MonitorWorkflowRunAsync(Checkpointed<StreamingRun> run, InputResponse? response = null)
{
string? messageId = null;
await foreach (WorkflowEvent workflowEvent in run.Run.WatchStreamAsync().ConfigureAwait(false))
{
switch (workflowEvent)
{
case ExecutorInvokedEvent executorInvoked:
Debug.WriteLine($"EXECUTOR ENTER #{executorInvoked.ExecutorId}");
break;
case ExecutorCompletedEvent executorCompleted:
Debug.WriteLine($"EXECUTOR EXIT #{executorCompleted.ExecutorId}");
break;
case DeclarativeActionInvokedEvent actionInvoked:
Debug.WriteLine($"ACTION ENTER #{actionInvoked.ActionId} [{actionInvoked.ActionType}]");
break;
case DeclarativeActionCompletedEvent actionComplete:
Debug.WriteLine($"ACTION EXIT #{actionComplete.ActionId} [{actionComplete.ActionType}]");
break;
case ExecutorFailedEvent executorFailure:
Debug.WriteLine($"STEP ERROR #{executorFailure.ExecutorId}: {executorFailure.Data?.Message ?? "Unknown"}");
break;
case SuperStepCompletedEvent checkpointCompleted:
this.LastCheckpoint = checkpointCompleted.CompletionInfo?.Checkpoint;
Debug.WriteLine($"CHECKPOINT x{checkpointCompleted.StepNumber} [{this.LastCheckpoint?.CheckpointId ?? "(none)"}]");
break;
case RequestInfoEvent requestInfo:
Debug.WriteLine($"REQUEST #{requestInfo.Request.RequestId}");
if (response is not null)
{
ExternalResponse requestResponse = requestInfo.Request.CreateResponse(response);
await run.Run.SendResponseAsync(requestResponse).ConfigureAwait(false);
response = null;
}
else
{
return requestInfo.Request;
}
break;
case ConversationUpdateEvent invokeEvent:
Debug.WriteLine($"CONVERSATION: {invokeEvent.Data}");
break;
case MessageActivityEvent activityEvent:
Console.ForegroundColor = ConsoleColor.Cyan;
Console.WriteLine("\nACTIVITY:");
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine(activityEvent.Message.Trim());
break;
case AgentRunUpdateEvent streamEvent:
if (!string.Equals(messageId, streamEvent.Update.MessageId, StringComparison.Ordinal))
{
messageId = streamEvent.Update.MessageId;
if (messageId is not null)
{
string? agentId = streamEvent.Update.AuthorName;
if (agentId is not null)
{
if (!NameCache.TryGetValue(agentId, out string? realName))
{
PersistentAgent agent = await this.FoundryClient.Administration.GetAgentAsync(agentId);
NameCache[agentId] = agent.Name;
realName = agent.Name;
}
agentId = realName;
}
agentId ??= nameof(ChatRole.Assistant);
Console.ForegroundColor = ConsoleColor.Cyan;
Console.Write($"\n{agentId.ToUpperInvariant()}:");
Console.ForegroundColor = ConsoleColor.DarkGray;
Console.WriteLine($" [{messageId}]");
}
}
ChatResponseUpdate? chatUpdate = streamEvent.Update.RawRepresentation as ChatResponseUpdate;
switch (chatUpdate?.RawRepresentation)
{
case MessageContentUpdate messageUpdate:
string? fileId = messageUpdate.ImageFileId ?? messageUpdate.TextAnnotation?.OutputFileId;
if (fileId is not null && FileCache.Add(fileId))
{
BinaryData content = await this.FoundryClient.Files.GetFileContentAsync(fileId);
await DownloadFileContentAsync(Path.GetFileName(messageUpdate.TextAnnotation?.TextToReplace ?? "response.png"), content);
}
break;
}
try
{
Console.ResetColor();
Console.Write(streamEvent.Data);
}
finally
{
Console.ResetColor();
}
break;
case AgentRunResponseEvent messageEvent:
try
{
Console.WriteLine();
if (messageEvent.Response.Usage is not null)
{
Console.ForegroundColor = ConsoleColor.DarkGray;
Console.WriteLine($"[Tokens Total: {messageEvent.Response.Usage.TotalTokenCount}, Input: {messageEvent.Response.Usage.InputTokenCount}, Output: {messageEvent.Response.Usage.OutputTokenCount}]");
}
}
finally
{
Console.ResetColor();
}
break;
}
}
return default;
}
private static InputResponse HandleExternalRequest(ExternalRequest request)
{
InputRequest? message = request.Data.As<InputRequest>();
string? userInput;
do
{
Console.ForegroundColor = ConsoleColor.DarkGreen;
Console.Write($"\n{message?.Prompt ?? "INPUT:"} ");
Console.ForegroundColor = ConsoleColor.White;
userInput = Console.ReadLine();
}
while (string.IsNullOrWhiteSpace(userInput));
return new InputResponse(userInput);
}
private static string? ParseWorkflowFile(string[] args)
{
string? workflowFile = args.FirstOrDefault();
if (string.IsNullOrWhiteSpace(workflowFile))
{
return null;
}
if (!File.Exists(workflowFile) && !Path.IsPathFullyQualified(workflowFile))
{
string? repoFolder = GetRepoFolder();
if (repoFolder is not null)
{
workflowFile = Path.Combine(repoFolder, "workflow-samples", workflowFile);
workflowFile = Path.ChangeExtension(workflowFile, ".yaml");
}
}
if (!File.Exists(workflowFile))
{
throw new InvalidOperationException($"Unable to locate workflow: {Path.GetFullPath(workflowFile)}.");
}
return workflowFile;
static string? GetRepoFolder()
{
DirectoryInfo? current = new(Directory.GetCurrentDirectory());
while (current is not null)
{
if (Directory.Exists(Path.Combine(current.FullName, ".git")))
{
return current.FullName;
}
current = current.Parent;
}
return null;
}
}
private string GetWorkflowInput()
{
string? input = this.WorkflowInput;
try
{
Console.ForegroundColor = ConsoleColor.DarkGreen;
Console.Write("\nINPUT: ");
Console.ForegroundColor = ConsoleColor.White;
if (!string.IsNullOrWhiteSpace(input))
{
Console.WriteLine(input);
return input;
}
while (string.IsNullOrWhiteSpace(input))
{
input = Console.ReadLine();
}
return input.Trim();
}
finally
{
Console.ResetColor();
}
}
private static string? ParseWorkflowInput(string[] args)
{
if (args.Length == 0)
{
return null;
}
string[] workflowInput = [.. args.Skip(1)];
return workflowInput.FirstOrDefault();
}
// Load configuration from user-secrets
private static IConfigurationRoot InitializeConfig() =>
new ConfigurationBuilder()
.AddUserSecrets(Assembly.GetExecutingAssembly())
.AddEnvironmentVariables()
.Build();
private static void Notify(string message)
{
Console.ForegroundColor = ConsoleColor.Cyan;
try
{
Console.WriteLine(message);
}
finally
{
Console.ResetColor();
}
}
private static async ValueTask DownloadFileContentAsync(string filename, BinaryData content)
{
string filePath = Path.Combine(Path.GetTempPath(), Path.GetFileName(filename));
filePath = Path.ChangeExtension(filePath, ".png");
await File.WriteAllBytesAsync(filePath, content.ToArray());
Process.Start(
new ProcessStartInfo
{
FileName = "cmd.exe",
Arguments = $"/C start {filePath}"
});
}
}