subscription/num_undelivered_messages

1- Does it happen on both push and pull subscriptions?
2- What do you mean consume any messages?
3- What is the result if you 

You can call  to get the number of unacknowledged messages or 
"suscription/num_outstanding_messages" to get the number of outstanding 
push messages. The full list of metrics are listed here 
<https://cloud.google.com/monitoring/api/metrics#gcp-pubsub>. This may help 
you debug the strange behavior.

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