Exporting metrics for an endpoint
Each endpoint publishes a number of performance metrics suitable for monitoring behavior and performance.
The Verta platform supports exporting endpoint metrics as Custom Metrics to Datadog with the labels indicated below. For more information about using custom metrics within Datadog, please consult the Datadog documentation.
When an endpoint is being updated, its worker has the following state transition:
pending (waiting for resources) -> allocated (waiting to start) -> up (running)
worker: name of the worker for the endpoint
model_name: name of the registered model configured in the endpoint
model_version: version of registered model configured in endpoint
endpoint_path: the URI path suffix configured for the endpoint