New RunLLM response generated: >>>*# Question* The monitoring page mentions: “The workflow parameters object that the SDK injects into various tasks has a statsd handle that users should call to emit stats of their workflows not captured by the default metrics.” https://docs.flyte.org/en/latest/deployment/configuration/monitoring.html Can I get more details as to where this parameters object is? # Answer The workflow parameters object is accessible through the

flytekit.ExecutionParameters

class. This object is available in every

@task

method and can be accessed using

flytekit.current_context()

. The

ExecutionParameters

object includes a

stats

attribute, which is a handle to a special statsd object for emitting custom metrics.

from flytekit import current_context

@task
def my_task():
    context = current_context()
    stats = context.stats
    # Emit custom stats
    stats.timer("custom_metric").start()
    # Your task logic here
    stats.timer("custom_metric").stop()

For more details, refer to the flytekit.ExecutionParameters documentation. Would you like more detail on how to use this in your workflows? Sources: - flytekit.ExecutionParameters - Flyte Monitoring Slack Link https://flyte-org.slack.com/archives/CP2HDHKE1/p1719413695.426299 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.