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Le système d’événements de flux de travail fournit une observabilité dans l’exécution du flux de travail. Les événements sont émis à des points clés pendant l’exécution et peuvent être consommés en temps réel via la diffusion en continu.
Types d’événements intégrés
// 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
Consommation d’événements
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
Événements personnalisés
Définissez et émettez des événements personnalisés pendant l’exécution du flux de travail pour améliorer l’observabilité.
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...
Prochaines étapes
Rubriques connexes :