Thanks, @dmai for correcting. Yeah, the alpha goes into draining mode when a restore is in progress. Hence, /health endpoint shows up draining message.
Though we can know the status of restore from the health API provided via /admin endpoint. https://dgraph.io/docs/deploy/dgraph-alpha/#querying-health
Marking this as solution. Thanks again.