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Ereignisse

Das Workflow-Ereignissystem ermöglicht die Beobachtbarkeit der Workflow-Ausführung. Ereignisse werden während der Ausführung an wichtigen Punkten ausgegeben und können per Streaming in Echtzeit genutzt werden.

Integrierte Ereignistypen

// Workflow lifecycle events
WorkflowStartedEvent     // Workflow execution begins
WorkflowOutputEvent      // Workflow outputs data
WorkflowErrorEvent       // Workflow encounters an error
WorkflowWarningEvent     // Workflow encountered a warning

// Executor events
ExecutorInvokedEvent     // Executor starts processing
ExecutorCompletedEvent   // Executor finishes processing
ExecutorFailedEvent      // Executor encounters an error
AgentResponseEvent       // An agent run produces output
AgentResponseUpdateEvent // An agent run produces a streaming update

// Superstep events
SuperStepStartedEvent    // Superstep begins
SuperStepCompletedEvent  // Superstep completes

// Request events
RequestInfoEvent         // A request is issued

# All events use the unified WorkflowEvent class with a type discriminator:
WorkflowEvent.type == "started"             # Workflow execution begins
WorkflowEvent.type == "output"              # Workflow produces an output
WorkflowEvent.type == "error"               # Workflow encounters an error
WorkflowEvent.type == "warning"             # Workflow encountered a warning

WorkflowEvent.type == "executor_invoked"    # Executor starts processing
WorkflowEvent.type == "executor_completed"  # Executor finishes processing
WorkflowEvent.type == "executor_failed"     # Executor encounters an error

WorkflowEvent.type == "superstep_started"   # Superstep begins
WorkflowEvent.type == "superstep_completed" # Superstep completes

WorkflowEvent.type == "request_info"        # A request is issued

Verarbeiten von Ereignissen

using Microsoft.Agents.AI.Workflows;

await foreach (WorkflowEvent evt in run.WatchStreamAsync())
{
    switch (evt)
    {
        case ExecutorInvokedEvent invoke:
            Console.WriteLine($"Starting {invoke.ExecutorId}");
            break;

        case ExecutorCompletedEvent complete:
            Console.WriteLine($"Completed {complete.ExecutorId}: {complete.Data}");
            break;

        case WorkflowOutputEvent output:
            Console.WriteLine($"Workflow output: {output.Data}");
            return;

        case WorkflowErrorEvent error:
            Console.WriteLine($"Workflow error: {error.Exception}");
            return;
    }
}

from agent_framework import WorkflowEvent

async for event in workflow.run_stream(input_message):
    if event.type == "executor_invoked":
        print(f"Starting {event.executor_id}")
    elif event.type == "executor_completed":
        print(f"Completed {event.executor_id}: {event.data}")
    elif event.type == "output":
        print(f"Workflow produced output: {event.data}")
        return
    elif event.type == "error":
        print(f"Workflow error: {event.data}")
        return

Benutzerdefinierte Ereignisse

Definieren und Ausgeben von benutzerdefinierten Ereignissen während der Workflowausführung zur verbesserten Observability.

using Microsoft.Agents.AI.Workflows;

internal sealed class CustomEvent(string message) : WorkflowEvent(message) { }

internal sealed partial class CustomExecutor() : Executor("CustomExecutor")
{
    [MessageHandler]
    private async ValueTask HandleAsync(string message, IWorkflowContext context)
    {
        await context.AddEventAsync(new CustomEvent($"Processing message: {message}"));
        // Executor logic...
    }
}

from agent_framework import (
    handler,
    Executor,
    WorkflowContext,
    WorkflowEvent,
)

class CustomExecutor(Executor):

    @handler
    async def handle(self, message: str, ctx: WorkflowContext[str]) -> None:
        await ctx.add_event(WorkflowEvent("data", data=f"Processing message: {message}"))
        # Executor logic...

Nächste Schritte

Workflow-Generator & Ausführung

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